warning: commands will be executed using /bin/sh
job 898 at Wed Sep  4 15:48:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08242013_reo/gatsby140_08242013_reo
ElecNo	7
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1442918 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 480972 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 25265 members 
Mstep: Class 3 contains 25183 members 
Mstep: Class 4 contains 25458 members 
Mstep: Class 5 contains 25253 members 
Mstep: Class 6 contains 25446 members 
Mstep: Class 7 contains 24936 members 
Mstep: Class 8 contains 25275 members 
Mstep: Class 9 contains 25408 members 
Mstep: Class 10 contains 25245 members 
Mstep: Class 11 contains 25408 members 
Mstep: Class 12 contains 25220 members 
Mstep: Class 13 contains 25288 members 
Mstep: Class 14 contains 25325 members 
Mstep: Class 15 contains 25473 members 
Mstep: Class 16 contains 25249 members 
Mstep: Class 17 contains 25360 members 
Mstep: Class 18 contains 25376 members 
Mstep: Class 19 contains 25252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 636.915894 but Gain 2126.082031
Score: -42487556.000000 Penalty: 38269.425781
Iteration 0F: 19 clusters Score -4.248756e+07 nChanged 452051
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 24689 members 
Mstep: Class 3 contains 17244 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 38018 members 
Mstep: Class 6 contains 22732 members 
Mstep: Class 7 contains 14002 members 
Mstep: Class 8 contains 16439 members 
Mstep: Class 9 contains 21557 members 
Mstep: Class 11 contains 25045 members 
Mstep: Class 12 contains 15819 members 
Mstep: Class 13 contains 22019 members 
Mstep: Class 14 contains 35663 members 
Mstep: Class 15 contains 16379 members 
Mstep: Class 16 contains 65503 members 
Mstep: Class 17 contains 23811 members 
Mstep: Class 18 contains 46170 members 
Mstep: Class 19 contains 26580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43554296.000000 Penalty: 38269.425781
Iteration 1F: 19 clusters Score -4.35543e+07 nChanged 177426
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 24666 members 
Mstep: Class 3 contains 19618 members 
Mstep: Class 4 contains 22643 members 
Mstep: Class 5 contains 58318 members 
Mstep: Class 6 contains 20729 members 
Mstep: Class 7 contains 9828 members 
Mstep: Class 8 contains 12128 members 
Mstep: Class 9 contains 25506 members 
Mstep: Class 11 contains 17910 members 
Mstep: Class 12 contains 12168 members 
Mstep: Class 13 contains 19334 members 
Mstep: Class 14 contains 53807 members 
Mstep: Class 15 contains 11324 members 
Mstep: Class 16 contains 68895 members 
Mstep: Class 17 contains 18576 members 
Mstep: Class 18 contains 40378 members 
Mstep: Class 19 contains 22479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43927048.000000 Penalty: 38269.425781
Iteration 2F: 19 clusters Score -4.392705e+07 nChanged 135897
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 31093 members 
Mstep: Class 3 contains 21472 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 68038 members 
Mstep: Class 6 contains 25828 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 9100 members 
Mstep: Class 9 contains 25840 members 
Mstep: Class 11 contains 12616 members 
Mstep: Class 12 contains 10812 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 70416 members 
Mstep: Class 15 contains 7976 members 
Mstep: Class 16 contains 62381 members 
Mstep: Class 17 contains 13620 members 
Mstep: Class 18 contains 34270 members 
Mstep: Class 19 contains 18853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44162196.000000 Penalty: 38269.425781
Iteration 3F: 19 clusters Score -4.41622e+07 nChanged 104992
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 34638 members 
Mstep: Class 3 contains 22063 members 
Mstep: Class 4 contains 15624 members 
Mstep: Class 5 contains 70105 members 
Mstep: Class 6 contains 36236 members 
Mstep: Class 7 contains 5387 members 
Mstep: Class 8 contains 6391 members 
Mstep: Class 9 contains 22050 members 
Mstep: Class 11 contains 11083 members 
Mstep: Class 12 contains 13390 members 
Mstep: Class 13 contains 28092 members 
Mstep: Class 14 contains 81361 members 
Mstep: Class 15 contains 5090 members 
Mstep: Class 16 contains 51188 members 
Mstep: Class 17 contains 11249 members 
Mstep: Class 18 contains 30329 members 
Mstep: Class 19 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44311724.000000 Penalty: 38269.425781
Iteration 4F: 19 clusters Score -4.431172e+07 nChanged 84163
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 32602 members 
Mstep: Class 3 contains 22645 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 67852 members 
Mstep: Class 6 contains 46828 members 
Mstep: Class 7 contains 4832 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 9 contains 16705 members 
Mstep: Class 11 contains 12726 members 
Mstep: Class 12 contains 15043 members 
Mstep: Class 13 contains 34315 members 
Mstep: Class 14 contains 87914 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 41162 members 
Mstep: Class 17 contains 12428 members 
Mstep: Class 18 contains 27416 members 
Mstep: Class 19 contains 23116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2089.186279 but Gain 2126.078125
Score: -44414572.000000 Penalty: 36143.347656
Iteration 5F: 18 clusters Score -4.441457e+07 nChanged 71911
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 28832 members 
Mstep: Class 3 contains 25152 members 
Mstep: Class 4 contains 8485 members 
Mstep: Class 5 contains 63480 members 
Mstep: Class 6 contains 56835 members 
Mstep: Class 7 contains 4903 members 
Mstep: Class 8 contains 3168 members 
Mstep: Class 9 contains 11668 members 
Mstep: Class 11 contains 14680 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 38644 members 
Mstep: Class 14 contains 91019 members 
Mstep: Class 16 contains 34464 members 
Mstep: Class 17 contains 14178 members 
Mstep: Class 18 contains 23944 members 
Mstep: Class 19 contains 29870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44495172.000000 Penalty: 36143.347656
Iteration 6F: 18 clusters Score -4.449517e+07 nChanged 57781
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 25814 members 
Mstep: Class 3 contains 28957 members 
Mstep: Class 4 contains 5555 members 
Mstep: Class 5 contains 59397 members 
Mstep: Class 6 contains 64540 members 
Mstep: Class 7 contains 5006 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 7804 members 
Mstep: Class 11 contains 15489 members 
Mstep: Class 12 contains 13846 members 
Mstep: Class 13 contains 40916 members 
Mstep: Class 14 contains 89722 members 
Mstep: Class 16 contains 29543 members 
Mstep: Class 17 contains 15294 members 
Mstep: Class 18 contains 20730 members 
Mstep: Class 19 contains 37549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44549084.000000 Penalty: 36143.347656
Iteration 7F: 18 clusters Score -4.454908e+07 nChanged 45746
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 24107 members 
Mstep: Class 3 contains 32283 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 57773 members 
Mstep: Class 6 contains 69529 members 
Mstep: Class 7 contains 5025 members 
Mstep: Class 8 contains 2218 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 11 contains 15533 members 
Mstep: Class 12 contains 12513 members 
Mstep: Class 13 contains 41545 members 
Mstep: Class 14 contains 85889 members 
Mstep: Class 16 contains 26790 members 
Mstep: Class 17 contains 15994 members 
Mstep: Class 18 contains 17912 members 
Mstep: Class 19 contains 45616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1552.205200 but Gain 2126.078125
Score: -44590588.000000 Penalty: 34017.269531
Iteration 8F: 17 clusters Score -4.459059e+07 nChanged 38211
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 23455 members 
Mstep: Class 3 contains 34851 members 
Mstep: Class 5 contains 58394 members 
Mstep: Class 6 contains 72289 members 
Mstep: Class 7 contains 5139 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 11 contains 15113 members 
Mstep: Class 12 contains 11531 members 
Mstep: Class 13 contains 41034 members 
Mstep: Class 14 contains 80540 members 
Mstep: Class 16 contains 25422 members 
Mstep: Class 17 contains 16370 members 
Mstep: Class 18 contains 15510 members 
Mstep: Class 19 contains 54228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44627164.000000 Penalty: 34017.269531
Iteration 9F: 17 clusters Score -4.462716e+07 nChanged 30084
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 23599 members 
Mstep: Class 3 contains 36513 members 
Mstep: Class 5 contains 60922 members 
Mstep: Class 6 contains 73905 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 1906 members 
Mstep: Class 9 contains 4954 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 10751 members 
Mstep: Class 13 contains 39306 members 
Mstep: Class 14 contains 74535 members 
Mstep: Class 16 contains 24608 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 13305 members 
Mstep: Class 19 contains 60354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44654252.000000 Penalty: 34017.269531
Iteration 10F: 17 clusters Score -4.465425e+07 nChanged 24978
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 24292 members 
Mstep: Class 3 contains 37077 members 
Mstep: Class 5 contains 65388 members 
Mstep: Class 6 contains 74812 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 11 contains 13996 members 
Mstep: Class 12 contains 10429 members 
Mstep: Class 13 contains 37504 members 
Mstep: Class 14 contains 68629 members 
Mstep: Class 16 contains 24041 members 
Mstep: Class 17 contains 16140 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 65060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44671572.000000 Penalty: 34017.269531
Iteration 11F: 17 clusters Score -4.467157e+07 nChanged 21195
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 25136 members 
Mstep: Class 3 contains 36826 members 
Mstep: Class 5 contains 70278 members 
Mstep: Class 6 contains 75694 members 
Mstep: Class 7 contains 5536 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 5125 members 
Mstep: Class 11 contains 13655 members 
Mstep: Class 12 contains 10422 members 
Mstep: Class 13 contains 35753 members 
Mstep: Class 14 contains 63092 members 
Mstep: Class 16 contains 23553 members 
Mstep: Class 17 contains 15940 members 
Mstep: Class 18 contains 9184 members 
Mstep: Class 19 contains 68783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44684604.000000 Penalty: 34017.269531
Iteration 12Q: 17 clusters Score -4.46846e+07 nChanged 18195
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 25659 members 
Mstep: Class 3 contains 36197 members 
Mstep: Class 5 contains 74914 members 
Mstep: Class 6 contains 76533 members 
Mstep: Class 7 contains 5632 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 11 contains 13423 members 
Mstep: Class 12 contains 10590 members 
Mstep: Class 13 contains 34181 members 
Mstep: Class 14 contains 57904 members 
Mstep: Class 16 contains 23058 members 
Mstep: Class 17 contains 15657 members 
Mstep: Class 18 contains 7888 members 
Mstep: Class 19 contains 71870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44694832.000000 Penalty: 34017.269531
Iteration 13Q: 17 clusters Score -4.469483e+07 nChanged 15996
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 25918 members 
Mstep: Class 3 contains 35269 members 
Mstep: Class 5 contains 79272 members 
Mstep: Class 6 contains 77456 members 
Mstep: Class 7 contains 5697 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 5556 members 
Mstep: Class 11 contains 13234 members 
Mstep: Class 12 contains 10822 members 
Mstep: Class 13 contains 32886 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 16 contains 22662 members 
Mstep: Class 17 contains 15285 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 74446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44702344.000000 Penalty: 34017.269531
Iteration 14Q: 17 clusters Score -4.470234e+07 nChanged 14190
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 26045 members 
Mstep: Class 3 contains 34237 members 
Mstep: Class 5 contains 83374 members 
Mstep: Class 6 contains 78426 members 
Mstep: Class 7 contains 5750 members 
Mstep: Class 8 contains 2389 members 
Mstep: Class 9 contains 5882 members 
Mstep: Class 11 contains 13163 members 
Mstep: Class 12 contains 11063 members 
Mstep: Class 13 contains 31693 members 
Mstep: Class 14 contains 48177 members 
Mstep: Class 16 contains 22337 members 
Mstep: Class 17 contains 14811 members 
Mstep: Class 18 contains 6634 members 
Mstep: Class 19 contains 76512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44708276.000000 Penalty: 34017.269531
Iteration 15Q: 17 clusters Score -4.470828e+07 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 26099 members 
Mstep: Class 3 contains 33087 members 
Mstep: Class 5 contains 87201 members 
Mstep: Class 6 contains 79440 members 
Mstep: Class 7 contains 5787 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 9 contains 6268 members 
Mstep: Class 11 contains 13150 members 
Mstep: Class 12 contains 11293 members 
Mstep: Class 13 contains 30637 members 
Mstep: Class 14 contains 43639 members 
Mstep: Class 16 contains 22000 members 
Mstep: Class 17 contains 14273 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 78271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44713656.000000 Penalty: 34017.269531
Iteration 16Q: 17 clusters Score -4.471366e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 26130 members 
Mstep: Class 3 contains 31995 members 
Mstep: Class 5 contains 90725 members 
Mstep: Class 6 contains 80404 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 11 contains 13162 members 
Mstep: Class 12 contains 11479 members 
Mstep: Class 13 contains 29754 members 
Mstep: Class 14 contains 39332 members 
Mstep: Class 16 contains 21683 members 
Mstep: Class 17 contains 13712 members 
Mstep: Class 18 contains 6268 members 
Mstep: Class 19 contains 79605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44719296.000000 Penalty: 34017.269531
Iteration 17Q: 17 clusters Score -4.47193e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 26120 members 
Mstep: Class 3 contains 31014 members 
Mstep: Class 5 contains 93963 members 
Mstep: Class 6 contains 81444 members 
Mstep: Class 7 contains 5794 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 7493 members 
Mstep: Class 11 contains 13141 members 
Mstep: Class 12 contains 11680 members 
Mstep: Class 13 contains 28956 members 
Mstep: Class 14 contains 35207 members 
Mstep: Class 16 contains 21354 members 
Mstep: Class 17 contains 13098 members 
Mstep: Class 18 contains 6237 members 
Mstep: Class 19 contains 80557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44724448.000000 Penalty: 34017.269531
Iteration 18Q: 17 clusters Score -4.472445e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 26130 members 
Mstep: Class 3 contains 30086 members 
Mstep: Class 5 contains 96923 members 
Mstep: Class 6 contains 82450 members 
Mstep: Class 7 contains 5770 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 11 contains 13193 members 
Mstep: Class 12 contains 11878 members 
Mstep: Class 13 contains 28265 members 
Mstep: Class 14 contains 31394 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 12423 members 
Mstep: Class 18 contains 6307 members 
Mstep: Class 19 contains 81217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44729068.000000 Penalty: 34017.269531
Iteration 19Q: 17 clusters Score -4.472907e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 26097 members 
Mstep: Class 3 contains 29276 members 
Mstep: Class 5 contains 99650 members 
Mstep: Class 6 contains 83517 members 
Mstep: Class 7 contains 5750 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 8951 members 
Mstep: Class 11 contains 13273 members 
Mstep: Class 12 contains 12107 members 
Mstep: Class 13 contains 27634 members 
Mstep: Class 14 contains 27760 members 
Mstep: Class 16 contains 20680 members 
Mstep: Class 17 contains 11737 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 81597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44733780.000000 Penalty: 34017.269531
Iteration 20F: 17 clusters Score -4.473378e+07 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 26079 members 
Mstep: Class 3 contains 28470 members 
Mstep: Class 5 contains 102164 members 
Mstep: Class 6 contains 84530 members 
Mstep: Class 7 contains 5715 members 
Mstep: Class 8 contains 4650 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 11 contains 13350 members 
Mstep: Class 12 contains 12330 members 
Mstep: Class 13 contains 27048 members 
Mstep: Class 14 contains 24271 members 
Mstep: Class 16 contains 20335 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 6481 members 
Mstep: Class 19 contains 81771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44738480.000000 Penalty: 34017.269531
Iteration 21Q: 17 clusters Score -4.473848e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 26046 members 
Mstep: Class 3 contains 27707 members 
Mstep: Class 5 contains 104558 members 
Mstep: Class 6 contains 85552 members 
Mstep: Class 7 contains 5673 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 10744 members 
Mstep: Class 11 contains 13454 members 
Mstep: Class 12 contains 12573 members 
Mstep: Class 13 contains 26546 members 
Mstep: Class 14 contains 20983 members 
Mstep: Class 16 contains 20033 members 
Mstep: Class 17 contains 10405 members 
Mstep: Class 18 contains 6490 members 
Mstep: Class 19 contains 81758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44743428.000000 Penalty: 34017.269531
Iteration 22Q: 17 clusters Score -4.474343e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 26026 members 
Mstep: Class 3 contains 27003 members 
Mstep: Class 5 contains 106800 members 
Mstep: Class 6 contains 86365 members 
Mstep: Class 7 contains 5648 members 
Mstep: Class 8 contains 5817 members 
Mstep: Class 9 contains 11693 members 
Mstep: Class 11 contains 13520 members 
Mstep: Class 12 contains 12824 members 
Mstep: Class 13 contains 26161 members 
Mstep: Class 14 contains 18115 members 
Mstep: Class 16 contains 19783 members 
Mstep: Class 17 contains 9812 members 
Mstep: Class 18 contains 6448 members 
Mstep: Class 19 contains 81546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44749396.000000 Penalty: 34017.269531
Iteration 23Q: 17 clusters Score -4.47494e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 26012 members 
Mstep: Class 3 contains 26309 members 
Mstep: Class 5 contains 108643 members 
Mstep: Class 6 contains 87045 members 
Mstep: Class 7 contains 5622 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 12632 members 
Mstep: Class 11 contains 13535 members 
Mstep: Class 12 contains 13073 members 
Mstep: Class 13 contains 25813 members 
Mstep: Class 14 contains 16615 members 
Mstep: Class 16 contains 19587 members 
Mstep: Class 17 contains 9289 members 
Mstep: Class 18 contains 6419 members 
Mstep: Class 19 contains 81068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44756444.000000 Penalty: 34017.269531
Iteration 24Q: 17 clusters Score -4.475644e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 25969 members 
Mstep: Class 3 contains 25488 members 
Mstep: Class 5 contains 109863 members 
Mstep: Class 6 contains 87631 members 
Mstep: Class 7 contains 5588 members 
Mstep: Class 8 contains 5843 members 
Mstep: Class 9 contains 13715 members 
Mstep: Class 11 contains 13512 members 
Mstep: Class 12 contains 13320 members 
Mstep: Class 13 contains 25495 members 
Mstep: Class 14 contains 17060 members 
Mstep: Class 16 contains 19447 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 6424 members 
Mstep: Class 19 contains 80400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44759216.000000 Penalty: 34017.269531
Iteration 25Q: 17 clusters Score -4.475922e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 25883 members 
Mstep: Class 3 contains 24791 members 
Mstep: Class 5 contains 110924 members 
Mstep: Class 6 contains 88171 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 9 contains 14842 members 
Mstep: Class 11 contains 13534 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 25208 members 
Mstep: Class 14 contains 17725 members 
Mstep: Class 16 contains 19337 members 
Mstep: Class 17 contains 8307 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 79740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44761320.000000 Penalty: 34017.269531
Iteration 26Q: 17 clusters Score -4.476132e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 25796 members 
Mstep: Class 3 contains 24163 members 
Mstep: Class 5 contains 111895 members 
Mstep: Class 6 contains 88641 members 
Mstep: Class 7 contains 5556 members 
Mstep: Class 8 contains 4956 members 
Mstep: Class 9 contains 15983 members 
Mstep: Class 11 contains 13555 members 
Mstep: Class 12 contains 13857 members 
Mstep: Class 13 contains 25012 members 
Mstep: Class 14 contains 18288 members 
Mstep: Class 16 contains 19215 members 
Mstep: Class 17 contains 7906 members 
Mstep: Class 18 contains 6497 members 
Mstep: Class 19 contains 79008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44762616.000000 Penalty: 34017.269531
Iteration 27Q: 17 clusters Score -4.476262e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 25682 members 
Mstep: Class 3 contains 23610 members 
Mstep: Class 5 contains 112916 members 
Mstep: Class 6 contains 89060 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 4547 members 
Mstep: Class 9 contains 17138 members 
Mstep: Class 11 contains 13569 members 
Mstep: Class 12 contains 14162 members 
Mstep: Class 13 contains 24847 members 
Mstep: Class 14 contains 18869 members 
Mstep: Class 16 contains 19092 members 
Mstep: Class 17 contains 7528 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 78135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44763928.000000 Penalty: 34017.269531
Iteration 28Q: 17 clusters Score -4.476393e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 25541 members 
Mstep: Class 3 contains 23072 members 
Mstep: Class 5 contains 113932 members 
Mstep: Class 6 contains 89416 members 
Mstep: Class 7 contains 5518 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 9 contains 18287 members 
Mstep: Class 11 contains 13632 members 
Mstep: Class 12 contains 14528 members 
Mstep: Class 13 contains 24703 members 
Mstep: Class 14 contains 19391 members 
Mstep: Class 16 contains 18982 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 6608 members 
Mstep: Class 19 contains 77194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44765708.000000 Penalty: 34017.269531
Iteration 29Q: 17 clusters Score -4.476571e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 25412 members 
Mstep: Class 3 contains 22531 members 
Mstep: Class 5 contains 115062 members 
Mstep: Class 6 contains 89686 members 
Mstep: Class 7 contains 5507 members 
Mstep: Class 8 contains 3778 members 
Mstep: Class 9 contains 19388 members 
Mstep: Class 11 contains 13704 members 
Mstep: Class 12 contains 14907 members 
Mstep: Class 13 contains 24618 members 
Mstep: Class 14 contains 19895 members 
Mstep: Class 16 contains 18865 members 
Mstep: Class 17 contains 6908 members 
Mstep: Class 18 contains 6682 members 
Mstep: Class 19 contains 76221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44767004.000000 Penalty: 34017.269531
Iteration 30Q: 17 clusters Score -4.4767e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 25268 members 
Mstep: Class 3 contains 22030 members 
Mstep: Class 5 contains 116189 members 
Mstep: Class 6 contains 89865 members 
Mstep: Class 7 contains 5481 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 20395 members 
Mstep: Class 11 contains 13788 members 
Mstep: Class 12 contains 15320 members 
Mstep: Class 13 contains 24571 members 
Mstep: Class 14 contains 20384 members 
Mstep: Class 16 contains 18738 members 
Mstep: Class 17 contains 6681 members 
Mstep: Class 18 contains 6771 members 
Mstep: Class 19 contains 75283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44768516.000000 Penalty: 34017.269531
Iteration 31Q: 17 clusters Score -4.476852e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 25137 members 
Mstep: Class 3 contains 21584 members 
Mstep: Class 5 contains 117260 members 
Mstep: Class 6 contains 89943 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 3041 members 
Mstep: Class 9 contains 21385 members 
Mstep: Class 11 contains 13865 members 
Mstep: Class 12 contains 15719 members 
Mstep: Class 13 contains 24522 members 
Mstep: Class 14 contains 20834 members 
Mstep: Class 16 contains 18574 members 
Mstep: Class 17 contains 6500 members 
Mstep: Class 18 contains 6864 members 
Mstep: Class 19 contains 74398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44770084.000000 Penalty: 34017.269531
Iteration 32Q: 17 clusters Score -4.477008e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 25001 members 
Mstep: Class 3 contains 21162 members 
Mstep: Class 5 contains 118284 members 
Mstep: Class 6 contains 89923 members 
Mstep: Class 7 contains 5446 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 22322 members 
Mstep: Class 11 contains 13976 members 
Mstep: Class 12 contains 16119 members 
Mstep: Class 13 contains 24512 members 
Mstep: Class 14 contains 21258 members 
Mstep: Class 16 contains 18396 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 6942 members 
Mstep: Class 19 contains 73564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44771288.000000 Penalty: 34017.269531
Iteration 33Q: 17 clusters Score -4.477129e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 24890 members 
Mstep: Class 3 contains 20753 members 
Mstep: Class 5 contains 119278 members 
Mstep: Class 6 contains 89813 members 
Mstep: Class 7 contains 5435 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 23192 members 
Mstep: Class 11 contains 14140 members 
Mstep: Class 12 contains 16473 members 
Mstep: Class 13 contains 24584 members 
Mstep: Class 14 contains 21652 members 
Mstep: Class 16 contains 18176 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 7008 members 
Mstep: Class 19 contains 72775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44772632.000000 Penalty: 34017.269531
Iteration 34Q: 17 clusters Score -4.477263e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 24776 members 
Mstep: Class 3 contains 20385 members 
Mstep: Class 5 contains 120226 members 
Mstep: Class 6 contains 89622 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 23937 members 
Mstep: Class 11 contains 14324 members 
Mstep: Class 12 contains 16819 members 
Mstep: Class 13 contains 24700 members 
Mstep: Class 14 contains 22012 members 
Mstep: Class 16 contains 17988 members 
Mstep: Class 17 contains 6144 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 72077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44773464.000000 Penalty: 34017.269531
Iteration 35Q: 17 clusters Score -4.477346e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 24647 members 
Mstep: Class 3 contains 20036 members 
Mstep: Class 5 contains 121005 members 
Mstep: Class 6 contains 89360 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 24592 members 
Mstep: Class 11 contains 14489 members 
Mstep: Class 12 contains 17198 members 
Mstep: Class 13 contains 24848 members 
Mstep: Class 14 contains 22354 members 
Mstep: Class 16 contains 17791 members 
Mstep: Class 17 contains 6042 members 
Mstep: Class 18 contains 7151 members 
Mstep: Class 19 contains 71496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2069.138428 but Gain 2126.080078
Score: -44774716.000000 Penalty: 31891.189453
Iteration 36Q: 16 clusters Score -4.477472e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 24527 members 
Mstep: Class 3 contains 19746 members 
Mstep: Class 5 contains 121728 members 
Mstep: Class 6 contains 89088 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 9 contains 25158 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 17554 members 
Mstep: Class 13 contains 25059 members 
Mstep: Class 14 contains 23994 members 
Mstep: Class 16 contains 17603 members 
Mstep: Class 17 contains 5956 members 
Mstep: Class 18 contains 7211 members 
Mstep: Class 19 contains 71021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44777820.000000 Penalty: 31891.189453
Iteration 37Q: 16 clusters Score -4.477782e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 24377 members 
Mstep: Class 3 contains 19441 members 
Mstep: Class 5 contains 122359 members 
Mstep: Class 6 contains 88705 members 
Mstep: Class 7 contains 5386 members 
Mstep: Class 9 contains 25638 members 
Mstep: Class 11 contains 14834 members 
Mstep: Class 12 contains 17938 members 
Mstep: Class 13 contains 25225 members 
Mstep: Class 14 contains 24146 members 
Mstep: Class 16 contains 17405 members 
Mstep: Class 17 contains 5866 members 
Mstep: Class 18 contains 7276 members 
Mstep: Class 19 contains 70584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44778640.000000 Penalty: 31891.189453
Iteration 38Q: 16 clusters Score -4.477864e+07 nChanged 3198
Entering ConstructFrom: 
Score: -44778640.000000 Penalty: 31891.189453
Entering ConstructFrom: 
Trying to split cluster 1 (11442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Entering Unmasked Estep 
Score: -1093168.500000 Penalty: 1518.569946
	Iteration 0F: 2 clusters Score -1093168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1085093.625000 Penalty: 3037.139893
	Iteration 0F: 3 clusters Score -1085094 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1087873.500000 Penalty: 3037.139893
	Iteration 1F: 3 clusters Score -1087874 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1088377.500000 Penalty: 3037.139893
	Iteration 2F: 3 clusters Score -1088378 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1088975.375000 Penalty: 3037.139893
	Iteration 3F: 3 clusters Score -1088975 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1089595.875000 Penalty: 3037.139893
	Iteration 4F: 3 clusters Score -1089596 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1090205.625000 Penalty: 3037.139893
	Iteration 5F: 3 clusters Score -1090206 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1090714.250000 Penalty: 3037.139893
	Iteration 6F: 3 clusters Score -1090714 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1091111.000000 Penalty: 3037.139893
	Iteration 7F: 3 clusters Score -1091111 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1091425.750000 Penalty: 3037.139893
	Iteration 8Q: 3 clusters Score -1091426 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1091706.000000 Penalty: 3037.139893
	Iteration 9Q: 3 clusters Score -1091706 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1091971.375000 Penalty: 3037.139893
	Iteration 10Q: 3 clusters Score -1091971 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1092156.500000 Penalty: 3037.139893
	Iteration 11Q: 3 clusters Score -1092156 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1092261.750000 Penalty: 3037.139893
	Iteration 12Q: 3 clusters Score -1092262 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1092318.375000 Penalty: 3037.139893
	Iteration 13Q: 3 clusters Score -1092318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1092353.375000 Penalty: 3037.139893
	Iteration 14Q: 3 clusters Score -1092353 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1092374.500000 Penalty: 3037.139893
	Iteration 15Q: 3 clusters Score -1092374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1092385.750000 Penalty: 3037.139893
	Iteration 16Q: 3 clusters Score -1092386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1092396.875000 Penalty: 3037.139893
	Iteration 17Q: 3 clusters Score -1092397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1092399.750000 Penalty: 3037.139893
	Iteration 18Q: 3 clusters Score -1092400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1092405.500000 Penalty: 3037.139893
	Iteration 19Q: 3 clusters Score -1092406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1092408.000000 Penalty: 3037.139893
	Iteration 20F: 3 clusters Score -1092408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1092411.250000 Penalty: 3037.139893
	Iteration 21Q: 3 clusters Score -1092411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1092412.625000 Penalty: 3037.139893
	Iteration 22Q: 3 clusters Score -1092413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1092412.375000 Penalty: 3037.139893
	Iteration 23Q: 3 clusters Score -1092412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1092413.875000 Penalty: 3037.139893
	Iteration 24Q: 3 clusters Score -1092414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1092415.250000 Penalty: 3037.139893
	Iteration 25Q: 3 clusters Score -1092415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1092418.375000 Penalty: 3037.139893
	Iteration 26Q: 3 clusters Score -1092418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1092418.750000 Penalty: 3037.139893
	Iteration 27Q: 3 clusters Score -1092419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1092419.000000 Penalty: 3037.139893
	Iteration 28Q: 3 clusters Score -1092419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1092418.875000 Penalty: 3037.139893
	Iteration 29Q: 3 clusters Score -1092419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1092418.375000 Penalty: 3037.139893
	Iteration 30Q: 3 clusters Score -1092418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1092418.625000 Penalty: 3037.139893
	Iteration 31Q: 3 clusters Score -1092419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1092418.000000 Penalty: 3037.139893
	Iteration 32Q: 3 clusters Score -1092418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1092417.500000 Penalty: 3037.139893
	Iteration 33Q: 3 clusters Score -1092418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1092419.625000 Penalty: 3037.139893
	Iteration 34Q: 3 clusters Score -1092420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1092419.125000 Penalty: 3037.139893
	Iteration 35Q: 3 clusters Score -1092419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1092419.125000 Penalty: 3037.139893
	Iteration 36F: 3 clusters Score -1092419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Entering Unmasked Estep 
Score: -2215789.250000 Penalty: 1640.534058
	Iteration 0F: 2 clusters Score -2215789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2199264.000000 Penalty: 3281.068115
	Iteration 0F: 3 clusters Score -2199264 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2206671.750000 Penalty: 3281.068115
	Iteration 1F: 3 clusters Score -2206672 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2208743.250000 Penalty: 3281.068115
	Iteration 2F: 3 clusters Score -2208743 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2211118.000000 Penalty: 3281.068115
	Iteration 3F: 3 clusters Score -2211118 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2213299.500000 Penalty: 3281.068115
	Iteration 4F: 3 clusters Score -2213300 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2214850.500000 Penalty: 3281.068115
	Iteration 5F: 3 clusters Score -2214850 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2215800.750000 Penalty: 3281.068115
	Iteration 6F: 3 clusters Score -2215801 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2216342.500000 Penalty: 3281.068115
	Iteration 7Q: 3 clusters Score -2216342 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2216649.250000 Penalty: 3281.068115
	Iteration 8Q: 3 clusters Score -2216649 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2216866.000000 Penalty: 3281.068115
	Iteration 9Q: 3 clusters Score -2216866 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2217028.250000 Penalty: 3281.068115
	Iteration 10Q: 3 clusters Score -2217028 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2217161.750000 Penalty: 3281.068115
	Iteration 11Q: 3 clusters Score -2217162 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2217274.250000 Penalty: 3281.068115
	Iteration 12Q: 3 clusters Score -2217274 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2217378.500000 Penalty: 3281.068115
	Iteration 13Q: 3 clusters Score -2217378 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2217473.500000 Penalty: 3281.068115
	Iteration 14Q: 3 clusters Score -2217474 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2217551.000000 Penalty: 3281.068115
	Iteration 15Q: 3 clusters Score -2217551 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2217636.750000 Penalty: 3281.068115
	Iteration 16Q: 3 clusters Score -2217637 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2217717.250000 Penalty: 3281.068115
	Iteration 17Q: 3 clusters Score -2217717 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2217817.750000 Penalty: 3281.068115
	Iteration 18Q: 3 clusters Score -2217818 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2218033.500000 Penalty: 3281.068115
	Iteration 19Q: 3 clusters Score -2218034 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2218395.000000 Penalty: 3281.068115
	Iteration 20F: 3 clusters Score -2218395 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2218659.250000 Penalty: 3281.068115
	Iteration 21Q: 3 clusters Score -2218659 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2218791.250000 Penalty: 3281.068115
	Iteration 22Q: 3 clusters Score -2218791 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2218841.500000 Penalty: 3281.068115
	Iteration 23Q: 3 clusters Score -2218842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2218870.000000 Penalty: 3281.068115
	Iteration 24Q: 3 clusters Score -2218870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2218877.250000 Penalty: 3281.068115
	Iteration 25Q: 3 clusters Score -2218877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2218891.250000 Penalty: 3281.068115
	Iteration 26Q: 3 clusters Score -2218891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2218904.250000 Penalty: 3281.068115
	Iteration 27Q: 3 clusters Score -2218904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2218910.000000 Penalty: 3281.068115
	Iteration 28Q: 3 clusters Score -2218910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2218916.500000 Penalty: 3281.068115
	Iteration 29Q: 3 clusters Score -2218916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2218922.250000 Penalty: 3281.068115
	Iteration 30Q: 3 clusters Score -2218922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2218918.000000 Penalty: 3281.068115
	Iteration 31Q: 3 clusters Score -2218918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2218918.000000 Penalty: 3281.068115
	Iteration 32Q: 3 clusters Score -2218918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2218916.000000 Penalty: 3281.068115
	Iteration 33Q: 3 clusters Score -2218916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2218919.750000 Penalty: 3281.068115
	Iteration 34Q: 3 clusters Score -2218920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2218916.250000 Penalty: 3281.068115
	Iteration 35Q: 3 clusters Score -2218916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2218915.500000 Penalty: 3281.068115
	Iteration 36Q: 3 clusters Score -2218916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2218916.750000 Penalty: 3281.068115
	Iteration 37Q: 3 clusters Score -2218917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2218919.500000 Penalty: 3281.068115
	Iteration 38Q: 3 clusters Score -2218920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2218917.500000 Penalty: 3281.068115
	Iteration 39Q: 3 clusters Score -2218918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2218917.500000 Penalty: 3281.068115
	Iteration 40F: 3 clusters Score -2218918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 19732 members 
Mstep: Class 3 contains 19162 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 122842 members 
Mstep: Class 6 contains 88234 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 9 contains 26088 members 
Mstep: Class 11 contains 15007 members 
Mstep: Class 12 contains 18337 members 
Mstep: Class 13 contains 25487 members 
Mstep: Class 14 contains 24222 members 
Mstep: Class 16 contains 17234 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 7307 members 
Mstep: Class 19 contains 70199 members 
Entering Unmasked Estep 
Score: -44781636.000000 Penalty: 34017.269531
Splitting cluster 2 changes total score from -44778640.000000 to -44781636.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (19162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Entering Unmasked Estep 
Score: -1836223.875000 Penalty: 1602.361206
	Iteration 0F: 2 clusters Score -1836224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1823219.375000 Penalty: 3204.722412
	Iteration 0F: 3 clusters Score -1823219 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1828001.750000 Penalty: 3204.722412
	Iteration 1F: 3 clusters Score -1828002 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1828707.375000 Penalty: 3204.722412
	Iteration 2F: 3 clusters Score -1828707 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1829552.125000 Penalty: 3204.722412
	Iteration 3F: 3 clusters Score -1829552 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1830239.625000 Penalty: 3204.722412
	Iteration 4F: 3 clusters Score -1830240 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1830989.625000 Penalty: 3204.722412
	Iteration 5F: 3 clusters Score -1830990 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1832077.625000 Penalty: 3204.722412
	Iteration 6F: 3 clusters Score -1832078 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1833482.375000 Penalty: 3204.722412
	Iteration 7F: 3 clusters Score -1833482 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1834811.750000 Penalty: 3204.722412
	Iteration 8F: 3 clusters Score -1834812 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1835762.875000 Penalty: 3204.722412
	Iteration 9F: 3 clusters Score -1835763 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1836310.125000 Penalty: 3204.722412
	Iteration 10Q: 3 clusters Score -1836310 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1836601.375000 Penalty: 3204.722412
	Iteration 11Q: 3 clusters Score -1836601 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1836813.500000 Penalty: 3204.722412
	Iteration 12Q: 3 clusters Score -1836814 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1836943.500000 Penalty: 3204.722412
	Iteration 13Q: 3 clusters Score -1836944 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1837044.875000 Penalty: 3204.722412
	Iteration 14Q: 3 clusters Score -1837045 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1837147.625000 Penalty: 3204.722412
	Iteration 15Q: 3 clusters Score -1837148 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1837238.000000 Penalty: 3204.722412
	Iteration 16Q: 3 clusters Score -1837238 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1837310.500000 Penalty: 3204.722412
	Iteration 17Q: 3 clusters Score -1837310 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1837377.250000 Penalty: 3204.722412
	Iteration 18Q: 3 clusters Score -1837377 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1837428.750000 Penalty: 3204.722412
	Iteration 19Q: 3 clusters Score -1837429 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1837482.250000 Penalty: 3204.722412
	Iteration 20F: 3 clusters Score -1837482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1837512.625000 Penalty: 3204.722412
	Iteration 21Q: 3 clusters Score -1837513 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1837532.500000 Penalty: 3204.722412
	Iteration 22Q: 3 clusters Score -1837532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1837551.375000 Penalty: 3204.722412
	Iteration 23Q: 3 clusters Score -1837551 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1837569.375000 Penalty: 3204.722412
	Iteration 24Q: 3 clusters Score -1837569 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1837578.625000 Penalty: 3204.722412
	Iteration 25Q: 3 clusters Score -1837579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1837583.625000 Penalty: 3204.722412
	Iteration 26Q: 3 clusters Score -1837584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1837590.750000 Penalty: 3204.722412
	Iteration 27Q: 3 clusters Score -1837591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1837601.125000 Penalty: 3204.722412
	Iteration 28Q: 3 clusters Score -1837601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1837607.125000 Penalty: 3204.722412
	Iteration 29Q: 3 clusters Score -1837607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1837607.875000 Penalty: 3204.722412
	Iteration 30Q: 3 clusters Score -1837608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1837610.500000 Penalty: 3204.722412
	Iteration 31Q: 3 clusters Score -1837610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1837615.875000 Penalty: 3204.722412
	Iteration 32Q: 3 clusters Score -1837616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1837616.500000 Penalty: 3204.722412
	Iteration 33Q: 3 clusters Score -1837616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1837611.250000 Penalty: 3204.722412
	Iteration 34Q: 3 clusters Score -1837611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1837614.125000 Penalty: 3204.722412
	Iteration 35Q: 3 clusters Score -1837614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1837617.250000 Penalty: 3204.722412
	Iteration 36Q: 3 clusters Score -1837617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1837620.750000 Penalty: 3204.722412
	Iteration 37Q: 3 clusters Score -1837621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1837621.250000 Penalty: 3204.722412
	Iteration 38Q: 3 clusters Score -1837621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1837619.500000 Penalty: 3204.722412
	Iteration 39Q: 3 clusters Score -1837620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1837625.375000 Penalty: 3204.722412
	Iteration 40F: 3 clusters Score -1837625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1837623.625000 Penalty: 3204.722412
	Iteration 41Q: 3 clusters Score -1837624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1837620.125000 Penalty: 3204.722412
	Iteration 42Q: 3 clusters Score -1837620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1837620.375000 Penalty: 3204.722412
	Iteration 43Q: 3 clusters Score -1837620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1837620.375000 Penalty: 3204.722412
	Iteration 44F: 3 clusters Score -1837620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 19732 members 
Mstep: Class 3 contains 4341 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 122842 members 
Mstep: Class 6 contains 88234 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 8 contains 14821 members 
Mstep: Class 9 contains 26088 members 
Mstep: Class 11 contains 15007 members 
Mstep: Class 12 contains 18337 members 
Mstep: Class 13 contains 25487 members 
Mstep: Class 14 contains 24222 members 
Mstep: Class 16 contains 17234 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 7307 members 
Mstep: Class 19 contains 70199 members 
Entering Unmasked Estep 
Score: -44782408.000000 Penalty: 36143.347656
Splitting cluster 3 changes total score from -44778640.000000 to -44782408.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (122842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122842 members 
Entering Unmasked Estep 
Score: -11794079.000000 Penalty: 1904.281372
	Iteration 0F: 2 clusters Score -1.179408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -11711548.000000 Penalty: 3808.562744
	Iteration 0F: 3 clusters Score -1.171155e+07 nChanged 59045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -11746356.000000 Penalty: 3808.562744
	Iteration 1F: 3 clusters Score -1.174636e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -11747829.000000 Penalty: 3808.562744
	Iteration 2Q: 3 clusters Score -1.174783e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -11750260.000000 Penalty: 3808.562744
	Iteration 3Q: 3 clusters Score -1.175026e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -11754165.000000 Penalty: 3808.562744
	Iteration 4F: 3 clusters Score -1.175416e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -11759677.000000 Penalty: 3808.562744
	Iteration 5F: 3 clusters Score -1.175968e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -11767320.000000 Penalty: 3808.562744
	Iteration 6F: 3 clusters Score -1.176732e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -11776194.000000 Penalty: 3808.562744
	Iteration 7F: 3 clusters Score -1.177619e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -11783996.000000 Penalty: 3808.562744
	Iteration 8F: 3 clusters Score -1.1784e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116194 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -11788648.000000 Penalty: 3808.562744
	Iteration 9Q: 3 clusters Score -1.178865e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119073 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -11790833.000000 Penalty: 3808.562744
	Iteration 10Q: 3 clusters Score -1.179083e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120509 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -11791820.000000 Penalty: 3808.562744
	Iteration 11Q: 3 clusters Score -1.179182e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121247 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -11792245.000000 Penalty: 3808.562744
	Iteration 12Q: 3 clusters Score -1.179224e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121602 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11792426.000000 Penalty: 3808.562744
	Iteration 13Q: 3 clusters Score -1.179243e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121789 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -11792527.000000 Penalty: 3808.562744
	Iteration 14Q: 3 clusters Score -1.179253e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121889 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11792602.000000 Penalty: 3808.562744
	Iteration 15Q: 3 clusters Score -1.17926e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121955 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11792607.000000 Penalty: 3808.562744
	Iteration 16Q: 3 clusters Score -1.179261e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121991 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11792641.000000 Penalty: 3808.562744
	Iteration 17Q: 3 clusters Score -1.179264e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122025 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11792653.000000 Penalty: 3808.562744
	Iteration 18Q: 3 clusters Score -1.179265e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122052 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11792680.000000 Penalty: 3808.562744
	Iteration 19Q: 3 clusters Score -1.179268e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122079 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11792713.000000 Penalty: 3808.562744
	Iteration 20F: 3 clusters Score -1.179271e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122098 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11792735.000000 Penalty: 3808.562744
	Iteration 21Q: 3 clusters Score -1.179274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122118 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -11792737.000000 Penalty: 3808.562744
	Iteration 22Q: 3 clusters Score -1.179274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122124 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11792754.000000 Penalty: 3808.562744
	Iteration 23Q: 3 clusters Score -1.179275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122128 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11792760.000000 Penalty: 3808.562744
	Iteration 24Q: 3 clusters Score -1.179276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122133 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -11792787.000000 Penalty: 3808.562744
	Iteration 25Q: 3 clusters Score -1.179279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122136 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11792788.000000 Penalty: 3808.562744
	Iteration 26Q: 3 clusters Score -1.179279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122143 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11792776.000000 Penalty: 3808.562744
	Iteration 27Q: 3 clusters Score -1.179278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122145 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -11792793.000000 Penalty: 3808.562744
	Iteration 28Q: 3 clusters Score -1.179279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122141 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11792795.000000 Penalty: 3808.562744
	Iteration 29Q: 3 clusters Score -1.17928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122139 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11792811.000000 Penalty: 3808.562744
	Iteration 30Q: 3 clusters Score -1.179281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122139 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11792814.000000 Penalty: 3808.562744
	Iteration 31Q: 3 clusters Score -1.179281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122145 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -11792812.000000 Penalty: 3808.562744
	Iteration 32Q: 3 clusters Score -1.179281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122144 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11792820.000000 Penalty: 3808.562744
	Iteration 33Q: 3 clusters Score -1.179282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122145 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -11792820.000000 Penalty: 3808.562744
	Iteration 34Q: 3 clusters Score -1.179282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122144 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11792811.000000 Penalty: 3808.562744
	Iteration 35Q: 3 clusters Score -1.179281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122144 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11792812.000000 Penalty: 3808.562744
	Iteration 36Q: 3 clusters Score -1.179281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122145 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -11792812.000000 Penalty: 3808.562744
	Iteration 37Q: 3 clusters Score -1.179281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122144 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11792812.000000 Penalty: 3808.562744
	Iteration 38Q: 3 clusters Score -1.179281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122144 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11792812.000000 Penalty: 3808.562744
	Iteration 39F: 3 clusters Score -1.179281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88234 members 
Entering Unmasked Estep 
Score: -8430665.000000 Penalty: 1850.509033
	Iteration 0F: 2 clusters Score -8430665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -8371864.000000 Penalty: 3701.018066
	Iteration 0F: 3 clusters Score -8371864 nChanged 41923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -8396763.000000 Penalty: 3701.018066
	Iteration 1F: 3 clusters Score -8396763 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -8398000.000000 Penalty: 3701.018066
	Iteration 2Q: 3 clusters Score -8398000 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -8399879.000000 Penalty: 3701.018066
	Iteration 3Q: 3 clusters Score -8399879 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -8402402.000000 Penalty: 3701.018066
	Iteration 4F: 3 clusters Score -8402402 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -8405814.000000 Penalty: 3701.018066
	Iteration 5F: 3 clusters Score -8405814 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -8409950.000000 Penalty: 3701.018066
	Iteration 6F: 3 clusters Score -8409950 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -8414617.000000 Penalty: 3701.018066
	Iteration 7F: 3 clusters Score -8414617 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -8419354.000000 Penalty: 3701.018066
	Iteration 8F: 3 clusters Score -8419354 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 81005 members 
Entering Unmasked Estep 
Score: -8423362.000000 Penalty: 3701.018066
	Iteration 9F: 3 clusters Score -8423362 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -8426149.000000 Penalty: 3701.018066
	Iteration 10Q: 3 clusters Score -8426149 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -8427775.000000 Penalty: 3701.018066
	Iteration 11Q: 3 clusters Score -8427775 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
Score: -8428531.000000 Penalty: 3701.018066
	Iteration 12Q: 3 clusters Score -8428531 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 87439 members 
Entering Unmasked Estep 
Score: -8428874.000000 Penalty: 3701.018066
	Iteration 13Q: 3 clusters Score -8428874 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -8428988.000000 Penalty: 3701.018066
	Iteration 14Q: 3 clusters Score -8428988 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -8429038.000000 Penalty: 3701.018066
	Iteration 15Q: 3 clusters Score -8429038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -8429052.000000 Penalty: 3701.018066
	Iteration 16Q: 3 clusters Score -8429052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 87751 members 
Entering Unmasked Estep 
Score: -8429085.000000 Penalty: 3701.018066
	Iteration 17Q: 3 clusters Score -8429085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -8429113.000000 Penalty: 3701.018066
	Iteration 18Q: 3 clusters Score -8429113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 87787 members 
Entering Unmasked Estep 
Score: -8429122.000000 Penalty: 3701.018066
	Iteration 19Q: 3 clusters Score -8429122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 87798 members 
Entering Unmasked Estep 
Score: -8429128.000000 Penalty: 3701.018066
	Iteration 20F: 3 clusters Score -8429128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 87810 members 
Entering Unmasked Estep 
Score: -8429134.000000 Penalty: 3701.018066
	Iteration 21Q: 3 clusters Score -8429134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -8429150.000000 Penalty: 3701.018066
	Iteration 22Q: 3 clusters Score -8429150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 87827 members 
Entering Unmasked Estep 
Score: -8429163.000000 Penalty: 3701.018066
	Iteration 23Q: 3 clusters Score -8429163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
Score: -8429171.000000 Penalty: 3701.018066
	Iteration 24Q: 3 clusters Score -8429171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -8429173.000000 Penalty: 3701.018066
	Iteration 25Q: 3 clusters Score -8429173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 87835 members 
Entering Unmasked Estep 
Score: -8429185.000000 Penalty: 3701.018066
	Iteration 26Q: 3 clusters Score -8429185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 87835 members 
Entering Unmasked Estep 
Score: -8429187.000000 Penalty: 3701.018066
	Iteration 27Q: 3 clusters Score -8429187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -8429184.000000 Penalty: 3701.018066
	Iteration 28Q: 3 clusters Score -8429184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -8429184.000000 Penalty: 3701.018066
	Iteration 29F: 3 clusters Score -8429184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -523103.437500 Penalty: 1395.796021
	Iteration 0F: 2 clusters Score -523103.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -518832.750000 Penalty: 2791.592041
	Iteration 0F: 3 clusters Score -518832.8 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -520040.031250 Penalty: 2791.592041
	Iteration 1F: 3 clusters Score -520040 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -520231.343750 Penalty: 2791.592041
	Iteration 2F: 3 clusters Score -520231.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -520386.218750 Penalty: 2791.592041
	Iteration 3F: 3 clusters Score -520386.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -520510.281250 Penalty: 2791.592041
	Iteration 4Q: 3 clusters Score -520510.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -520603.218750 Penalty: 2791.592041
	Iteration 5Q: 3 clusters Score -520603.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -520677.406250 Penalty: 2791.592041
	Iteration 6Q: 3 clusters Score -520677.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -520752.062500 Penalty: 2791.592041
	Iteration 7Q: 3 clusters Score -520752.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -520840.906250 Penalty: 2791.592041
	Iteration 8Q: 3 clusters Score -520840.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -520930.156250 Penalty: 2791.592041
	Iteration 9Q: 3 clusters Score -520930.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -521040.156250 Penalty: 2791.592041
	Iteration 10Q: 3 clusters Score -521040.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -521156.562500 Penalty: 2791.592041
	Iteration 11Q: 3 clusters Score -521156.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -521281.156250 Penalty: 2791.592041
	Iteration 12Q: 3 clusters Score -521281.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -521390.562500 Penalty: 2791.592041
	Iteration 13Q: 3 clusters Score -521390.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -521494.218750 Penalty: 2791.592041
	Iteration 14Q: 3 clusters Score -521494.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -521573.531250 Penalty: 2791.592041
	Iteration 15Q: 3 clusters Score -521573.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -521647.000000 Penalty: 2791.592041
	Iteration 16Q: 3 clusters Score -521647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -521710.468750 Penalty: 2791.592041
	Iteration 17Q: 3 clusters Score -521710.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -521747.062500 Penalty: 2791.592041
	Iteration 18Q: 3 clusters Score -521747.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -521782.625000 Penalty: 2791.592041
	Iteration 19Q: 3 clusters Score -521782.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -521813.312500 Penalty: 2791.592041
	Iteration 20F: 3 clusters Score -521813.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -521836.875000 Penalty: 2791.592041
	Iteration 21Q: 3 clusters Score -521836.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -521852.031250 Penalty: 2791.592041
	Iteration 22Q: 3 clusters Score -521852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -521871.281250 Penalty: 2791.592041
	Iteration 23Q: 3 clusters Score -521871.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -521888.531250 Penalty: 2791.592041
	Iteration 24Q: 3 clusters Score -521888.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -521896.750000 Penalty: 2791.592041
	Iteration 25Q: 3 clusters Score -521896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -521900.718750 Penalty: 2791.592041
	Iteration 26Q: 3 clusters Score -521900.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -521902.875000 Penalty: 2791.592041
	Iteration 27Q: 3 clusters Score -521902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -521906.625000 Penalty: 2791.592041
	Iteration 28Q: 3 clusters Score -521906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -521910.187500 Penalty: 2791.592041
	Iteration 29Q: 3 clusters Score -521910.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -521913.500000 Penalty: 2791.592041
	Iteration 30Q: 3 clusters Score -521913.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -521915.156250 Penalty: 2791.592041
	Iteration 31Q: 3 clusters Score -521915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -521916.281250 Penalty: 2791.592041
	Iteration 32Q: 3 clusters Score -521916.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -521916.281250 Penalty: 2791.592041
	Iteration 33F: 3 clusters Score -521916.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Entering Unmasked Estep 
Score: -2547494.250000 Penalty: 1652.500000
	Iteration 0F: 2 clusters Score -2547494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2529833.000000 Penalty: 3305.000000
	Iteration 0F: 3 clusters Score -2529833 nChanged 12008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2536500.250000 Penalty: 3305.000000
	Iteration 1F: 3 clusters Score -2536500 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2537044.000000 Penalty: 3305.000000
	Iteration 2F: 3 clusters Score -2537044 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2537818.750000 Penalty: 3305.000000
	Iteration 3F: 3 clusters Score -2537819 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2538934.500000 Penalty: 3305.000000
	Iteration 4F: 3 clusters Score -2538934 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2540600.000000 Penalty: 3305.000000
	Iteration 5F: 3 clusters Score -2540600 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2542593.500000 Penalty: 3305.000000
	Iteration 6F: 3 clusters Score -2542594 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -2544248.000000 Penalty: 3305.000000
	Iteration 7F: 3 clusters Score -2544248 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2545228.250000 Penalty: 3305.000000
	Iteration 8Q: 3 clusters Score -2545228 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -2545682.500000 Penalty: 3305.000000
	Iteration 9Q: 3 clusters Score -2545682 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -2545886.750000 Penalty: 3305.000000
	Iteration 10Q: 3 clusters Score -2545887 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -2545973.000000 Penalty: 3305.000000
	Iteration 11Q: 3 clusters Score -2545973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2546017.000000 Penalty: 3305.000000
	Iteration 12Q: 3 clusters Score -2546017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -2546051.500000 Penalty: 3305.000000
	Iteration 13Q: 3 clusters Score -2546052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -2546055.750000 Penalty: 3305.000000
	Iteration 14Q: 3 clusters Score -2546056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -2546070.500000 Penalty: 3305.000000
	Iteration 15Q: 3 clusters Score -2546070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -2546080.500000 Penalty: 3305.000000
	Iteration 16Q: 3 clusters Score -2546080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -2546083.750000 Penalty: 3305.000000
	Iteration 17Q: 3 clusters Score -2546084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2546089.000000 Penalty: 3305.000000
	Iteration 18Q: 3 clusters Score -2546089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -2546090.000000 Penalty: 3305.000000
	Iteration 19Q: 3 clusters Score -2546090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -2546092.500000 Penalty: 3305.000000
	Iteration 20F: 3 clusters Score -2546092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Entering Unmasked Estep 
Score: -1441203.500000 Penalty: 1562.644165
	Iteration 0F: 2 clusters Score -1441204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1430804.125000 Penalty: 3125.288330
	Iteration 0F: 3 clusters Score -1430804 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1434461.875000 Penalty: 3125.288330
	Iteration 1F: 3 clusters Score -1434462 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1434902.125000 Penalty: 3125.288330
	Iteration 2F: 3 clusters Score -1434902 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1435411.250000 Penalty: 3125.288330
	Iteration 3F: 3 clusters Score -1435411 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1435974.250000 Penalty: 3125.288330
	Iteration 4F: 3 clusters Score -1435974 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1436596.000000 Penalty: 3125.288330
	Iteration 5F: 3 clusters Score -1436596 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1437308.375000 Penalty: 3125.288330
	Iteration 6F: 3 clusters Score -1437308 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1438082.125000 Penalty: 3125.288330
	Iteration 7F: 3 clusters Score -1438082 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1438818.625000 Penalty: 3125.288330
	Iteration 8F: 3 clusters Score -1438819 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1439354.625000 Penalty: 3125.288330
	Iteration 9Q: 3 clusters Score -1439355 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1439718.000000 Penalty: 3125.288330
	Iteration 10Q: 3 clusters Score -1439718 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1439958.375000 Penalty: 3125.288330
	Iteration 11Q: 3 clusters Score -1439958 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1440114.875000 Penalty: 3125.288330
	Iteration 12Q: 3 clusters Score -1440115 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1440236.375000 Penalty: 3125.288330
	Iteration 13Q: 3 clusters Score -1440236 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1440329.000000 Penalty: 3125.288330
	Iteration 14Q: 3 clusters Score -1440329 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1440405.875000 Penalty: 3125.288330
	Iteration 15Q: 3 clusters Score -1440406 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1440484.750000 Penalty: 3125.288330
	Iteration 16Q: 3 clusters Score -1440485 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1440543.500000 Penalty: 3125.288330
	Iteration 17Q: 3 clusters Score -1440544 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1440593.750000 Penalty: 3125.288330
	Iteration 18Q: 3 clusters Score -1440594 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1440635.000000 Penalty: 3125.288330
	Iteration 19Q: 3 clusters Score -1440635 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1440658.375000 Penalty: 3125.288330
	Iteration 20F: 3 clusters Score -1440658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1440677.125000 Penalty: 3125.288330
	Iteration 21Q: 3 clusters Score -1440677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1440692.750000 Penalty: 3125.288330
	Iteration 22Q: 3 clusters Score -1440693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1440702.250000 Penalty: 3125.288330
	Iteration 23Q: 3 clusters Score -1440702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1440707.375000 Penalty: 3125.288330
	Iteration 24Q: 3 clusters Score -1440707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1440711.625000 Penalty: 3125.288330
	Iteration 25Q: 3 clusters Score -1440712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1440716.875000 Penalty: 3125.288330
	Iteration 26Q: 3 clusters Score -1440717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1440720.250000 Penalty: 3125.288330
	Iteration 27Q: 3 clusters Score -1440720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1440721.000000 Penalty: 3125.288330
	Iteration 28Q: 3 clusters Score -1440721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1440724.250000 Penalty: 3125.288330
	Iteration 29Q: 3 clusters Score -1440724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1440725.250000 Penalty: 3125.288330
	Iteration 30Q: 3 clusters Score -1440725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1440725.625000 Penalty: 3125.288330
	Iteration 31Q: 3 clusters Score -1440726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1440727.750000 Penalty: 3125.288330
	Iteration 32Q: 3 clusters Score -1440728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1440726.500000 Penalty: 3125.288330
	Iteration 33Q: 3 clusters Score -1440726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1440728.375000 Penalty: 3125.288330
	Iteration 34Q: 3 clusters Score -1440728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1440728.875000 Penalty: 3125.288330
	Iteration 35Q: 3 clusters Score -1440729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1440732.125000 Penalty: 3125.288330
	Iteration 36Q: 3 clusters Score -1440732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1440730.750000 Penalty: 3125.288330
	Iteration 37Q: 3 clusters Score -1440731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1440731.500000 Penalty: 3125.288330
	Iteration 38Q: 3 clusters Score -1440732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1440732.250000 Penalty: 3125.288330
	Iteration 39Q: 3 clusters Score -1440732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1440732.250000 Penalty: 3125.288330
	Iteration 40F: 3 clusters Score -1440732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Entering Unmasked Estep 
Score: -1727433.125000 Penalty: 1595.209839
	Iteration 0F: 2 clusters Score -1727433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1714853.375000 Penalty: 3190.419678
	Iteration 0F: 3 clusters Score -1714853 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1719355.625000 Penalty: 3190.419678
	Iteration 1F: 3 clusters Score -1719356 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1719869.500000 Penalty: 3190.419678
	Iteration 2F: 3 clusters Score -1719870 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1720370.375000 Penalty: 3190.419678
	Iteration 3F: 3 clusters Score -1720370 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1720832.250000 Penalty: 3190.419678
	Iteration 4F: 3 clusters Score -1720832 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1721263.375000 Penalty: 3190.419678
	Iteration 5Q: 3 clusters Score -1721263 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1721723.375000 Penalty: 3190.419678
	Iteration 6Q: 3 clusters Score -1721723 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1722261.375000 Penalty: 3190.419678
	Iteration 7F: 3 clusters Score -1722261 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1722833.625000 Penalty: 3190.419678
	Iteration 8F: 3 clusters Score -1722834 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1723391.875000 Penalty: 3190.419678
	Iteration 9Q: 3 clusters Score -1723392 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1723935.875000 Penalty: 3190.419678
	Iteration 10Q: 3 clusters Score -1723936 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1724326.375000 Penalty: 3190.419678
	Iteration 11Q: 3 clusters Score -1724326 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1724583.875000 Penalty: 3190.419678
	Iteration 12Q: 3 clusters Score -1724584 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1724784.625000 Penalty: 3190.419678
	Iteration 13Q: 3 clusters Score -1724785 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1724974.500000 Penalty: 3190.419678
	Iteration 14Q: 3 clusters Score -1724974 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1725130.500000 Penalty: 3190.419678
	Iteration 15Q: 3 clusters Score -1725130 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1725280.375000 Penalty: 3190.419678
	Iteration 16Q: 3 clusters Score -1725280 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1725413.875000 Penalty: 3190.419678
	Iteration 17Q: 3 clusters Score -1725414 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1725548.750000 Penalty: 3190.419678
	Iteration 18Q: 3 clusters Score -1725549 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1725660.625000 Penalty: 3190.419678
	Iteration 19Q: 3 clusters Score -1725661 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1725766.250000 Penalty: 3190.419678
	Iteration 20F: 3 clusters Score -1725766 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1725836.375000 Penalty: 3190.419678
	Iteration 21Q: 3 clusters Score -1725836 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1725892.000000 Penalty: 3190.419678
	Iteration 22Q: 3 clusters Score -1725892 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1725947.500000 Penalty: 3190.419678
	Iteration 23Q: 3 clusters Score -1725948 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1725993.000000 Penalty: 3190.419678
	Iteration 24Q: 3 clusters Score -1725993 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1726043.375000 Penalty: 3190.419678
	Iteration 25Q: 3 clusters Score -1726043 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1726100.500000 Penalty: 3190.419678
	Iteration 26Q: 3 clusters Score -1726100 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1726145.250000 Penalty: 3190.419678
	Iteration 27Q: 3 clusters Score -1726145 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1726209.500000 Penalty: 3190.419678
	Iteration 28Q: 3 clusters Score -1726210 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1726261.750000 Penalty: 3190.419678
	Iteration 29Q: 3 clusters Score -1726262 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1726323.250000 Penalty: 3190.419678
	Iteration 30Q: 3 clusters Score -1726323 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1726400.750000 Penalty: 3190.419678
	Iteration 31Q: 3 clusters Score -1726401 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1726496.000000 Penalty: 3190.419678
	Iteration 32Q: 3 clusters Score -1726496 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1726607.250000 Penalty: 3190.419678
	Iteration 33Q: 3 clusters Score -1726607 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1726686.875000 Penalty: 3190.419678
	Iteration 34Q: 3 clusters Score -1726687 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1726771.625000 Penalty: 3190.419678
	Iteration 35Q: 3 clusters Score -1726772 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1726838.875000 Penalty: 3190.419678
	Iteration 36Q: 3 clusters Score -1726839 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1726889.000000 Penalty: 3190.419678
	Iteration 37Q: 3 clusters Score -1726889 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1726911.500000 Penalty: 3190.419678
	Iteration 38Q: 3 clusters Score -1726912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1726928.625000 Penalty: 3190.419678
	Iteration 39Q: 3 clusters Score -1726929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1726946.625000 Penalty: 3190.419678
	Iteration 40F: 3 clusters Score -1726947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1726959.500000 Penalty: 3190.419678
	Iteration 41Q: 3 clusters Score -1726960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1726976.125000 Penalty: 3190.419678
	Iteration 42Q: 3 clusters Score -1726976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1726980.250000 Penalty: 3190.419678
	Iteration 43Q: 3 clusters Score -1726980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1726984.500000 Penalty: 3190.419678
	Iteration 44Q: 3 clusters Score -1726984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1726990.875000 Penalty: 3190.419678
	Iteration 45Q: 3 clusters Score -1726991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1726991.500000 Penalty: 3190.419678
	Iteration 46Q: 3 clusters Score -1726992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1726989.750000 Penalty: 3190.419678
	Iteration 47Q: 3 clusters Score -1726990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1726992.000000 Penalty: 3190.419678
	Iteration 48Q: 3 clusters Score -1726992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1726996.875000 Penalty: 3190.419678
	Iteration 49Q: 3 clusters Score -1726997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1726997.500000 Penalty: 3190.419678
	Iteration 50Q: 3 clusters Score -1726998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1726996.375000 Penalty: 3190.419678
	Iteration 51Q: 3 clusters Score -1726996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1726995.000000 Penalty: 3190.419678
	Iteration 52Q: 3 clusters Score -1726995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1726997.000000 Penalty: 3190.419678
	Iteration 53Q: 3 clusters Score -1726997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1726997.125000 Penalty: 3190.419678
	Iteration 54Q: 3 clusters Score -1726997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1726996.875000 Penalty: 3190.419678
	Iteration 55Q: 3 clusters Score -1726997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1726996.750000 Penalty: 3190.419678
	Iteration 56Q: 3 clusters Score -1726997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1726996.750000 Penalty: 3190.419678
	Iteration 57F: 3 clusters Score -1726997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Entering Unmasked Estep 
Score: -2430761.750000 Penalty: 1648.712646
	Iteration 0F: 2 clusters Score -2430762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2413563.000000 Penalty: 3297.425293
	Iteration 0F: 3 clusters Score -2413563 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2420080.500000 Penalty: 3297.425293
	Iteration 1F: 3 clusters Score -2420080 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2420663.000000 Penalty: 3297.425293
	Iteration 2Q: 3 clusters Score -2420663 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2421426.500000 Penalty: 3297.425293
	Iteration 3F: 3 clusters Score -2421426 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2422509.000000 Penalty: 3297.425293
	Iteration 4F: 3 clusters Score -2422509 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2424083.250000 Penalty: 3297.425293
	Iteration 5F: 3 clusters Score -2424083 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2425929.500000 Penalty: 3297.425293
	Iteration 6F: 3 clusters Score -2425930 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2427435.750000 Penalty: 3297.425293
	Iteration 7F: 3 clusters Score -2427436 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2428416.750000 Penalty: 3297.425293
	Iteration 8F: 3 clusters Score -2428417 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2428929.500000 Penalty: 3297.425293
	Iteration 9Q: 3 clusters Score -2428930 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2429260.500000 Penalty: 3297.425293
	Iteration 10Q: 3 clusters Score -2429260 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2429455.250000 Penalty: 3297.425293
	Iteration 11Q: 3 clusters Score -2429455 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2429608.750000 Penalty: 3297.425293
	Iteration 12Q: 3 clusters Score -2429609 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2429730.500000 Penalty: 3297.425293
	Iteration 13Q: 3 clusters Score -2429730 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2429824.000000 Penalty: 3297.425293
	Iteration 14Q: 3 clusters Score -2429824 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2429907.750000 Penalty: 3297.425293
	Iteration 15Q: 3 clusters Score -2429908 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2429954.500000 Penalty: 3297.425293
	Iteration 16Q: 3 clusters Score -2429954 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2429988.250000 Penalty: 3297.425293
	Iteration 17Q: 3 clusters Score -2429988 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2430025.750000 Penalty: 3297.425293
	Iteration 18Q: 3 clusters Score -2430026 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2430047.000000 Penalty: 3297.425293
	Iteration 19Q: 3 clusters Score -2430047 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2430067.750000 Penalty: 3297.425293
	Iteration 20F: 3 clusters Score -2430068 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2430083.000000 Penalty: 3297.425293
	Iteration 21Q: 3 clusters Score -2430083 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -2430097.250000 Penalty: 3297.425293
	Iteration 22Q: 3 clusters Score -2430097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2430110.750000 Penalty: 3297.425293
	Iteration 23Q: 3 clusters Score -2430111 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2430122.500000 Penalty: 3297.425293
	Iteration 24Q: 3 clusters Score -2430122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2430135.750000 Penalty: 3297.425293
	Iteration 25Q: 3 clusters Score -2430136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -2430148.750000 Penalty: 3297.425293
	Iteration 26Q: 3 clusters Score -2430149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2430144.000000 Penalty: 3297.425293
	Iteration 27Q: 3 clusters Score -2430144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2430146.500000 Penalty: 3297.425293
	Iteration 28Q: 3 clusters Score -2430146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2430144.000000 Penalty: 3297.425293
	Iteration 29Q: 3 clusters Score -2430144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2430153.250000 Penalty: 3297.425293
	Iteration 30Q: 3 clusters Score -2430153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -2430157.000000 Penalty: 3297.425293
	Iteration 31Q: 3 clusters Score -2430157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2430159.500000 Penalty: 3297.425293
	Iteration 32Q: 3 clusters Score -2430160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -2430163.500000 Penalty: 3297.425293
	Iteration 33Q: 3 clusters Score -2430164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -2430167.500000 Penalty: 3297.425293
	Iteration 34Q: 3 clusters Score -2430168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2430166.750000 Penalty: 3297.425293
	Iteration 35Q: 3 clusters Score -2430167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2430167.500000 Penalty: 3297.425293
	Iteration 36Q: 3 clusters Score -2430168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2430177.750000 Penalty: 3297.425293
	Iteration 37Q: 3 clusters Score -2430178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2430172.500000 Penalty: 3297.425293
	Iteration 38Q: 3 clusters Score -2430172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2430181.000000 Penalty: 3297.425293
	Iteration 39Q: 3 clusters Score -2430181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2430183.750000 Penalty: 3297.425293
	Iteration 40F: 3 clusters Score -2430184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2430179.500000 Penalty: 3297.425293
	Iteration 41Q: 3 clusters Score -2430180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2430187.500000 Penalty: 3297.425293
	Iteration 42Q: 3 clusters Score -2430188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2430182.000000 Penalty: 3297.425293
	Iteration 43Q: 3 clusters Score -2430182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2430180.750000 Penalty: 3297.425293
	Iteration 44Q: 3 clusters Score -2430181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -2430182.500000 Penalty: 3297.425293
	Iteration 45Q: 3 clusters Score -2430182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2430185.000000 Penalty: 3297.425293
	Iteration 46Q: 3 clusters Score -2430185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2430185.000000 Penalty: 3297.425293
	Iteration 47F: 3 clusters Score -2430185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Entering Unmasked Estep 
Score: -2350454.000000 Penalty: 1640.440186
	Iteration 0F: 2 clusters Score -2350454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2334041.250000 Penalty: 3280.880371
	Iteration 0F: 3 clusters Score -2334041 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2340096.250000 Penalty: 3280.880371
	Iteration 1F: 3 clusters Score -2340096 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2340498.750000 Penalty: 3280.880371
	Iteration 2Q: 3 clusters Score -2340499 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2341021.250000 Penalty: 3280.880371
	Iteration 3Q: 3 clusters Score -2341021 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2341676.000000 Penalty: 3280.880371
	Iteration 4F: 3 clusters Score -2341676 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2342523.250000 Penalty: 3280.880371
	Iteration 5F: 3 clusters Score -2342523 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2343608.000000 Penalty: 3280.880371
	Iteration 6F: 3 clusters Score -2343608 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2344838.500000 Penalty: 3280.880371
	Iteration 7F: 3 clusters Score -2344838 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2346056.250000 Penalty: 3280.880371
	Iteration 8F: 3 clusters Score -2346056 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2347073.750000 Penalty: 3280.880371
	Iteration 9F: 3 clusters Score -2347074 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2347812.000000 Penalty: 3280.880371
	Iteration 10Q: 3 clusters Score -2347812 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2348325.750000 Penalty: 3280.880371
	Iteration 11Q: 3 clusters Score -2348326 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2348664.000000 Penalty: 3280.880371
	Iteration 12Q: 3 clusters Score -2348664 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2348878.000000 Penalty: 3280.880371
	Iteration 13Q: 3 clusters Score -2348878 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2348987.750000 Penalty: 3280.880371
	Iteration 14Q: 3 clusters Score -2348988 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2349057.750000 Penalty: 3280.880371
	Iteration 15Q: 3 clusters Score -2349058 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2349102.250000 Penalty: 3280.880371
	Iteration 16Q: 3 clusters Score -2349102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2349128.250000 Penalty: 3280.880371
	Iteration 17Q: 3 clusters Score -2349128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2349141.250000 Penalty: 3280.880371
	Iteration 18Q: 3 clusters Score -2349141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2349159.250000 Penalty: 3280.880371
	Iteration 19Q: 3 clusters Score -2349159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2349166.000000 Penalty: 3280.880371
	Iteration 20F: 3 clusters Score -2349166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2349179.250000 Penalty: 3280.880371
	Iteration 21Q: 3 clusters Score -2349179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2349189.250000 Penalty: 3280.880371
	Iteration 22Q: 3 clusters Score -2349189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2349193.750000 Penalty: 3280.880371
	Iteration 23Q: 3 clusters Score -2349194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2349203.500000 Penalty: 3280.880371
	Iteration 24Q: 3 clusters Score -2349204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2349208.000000 Penalty: 3280.880371
	Iteration 25Q: 3 clusters Score -2349208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2349207.750000 Penalty: 3280.880371
	Iteration 26Q: 3 clusters Score -2349208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2349208.750000 Penalty: 3280.880371
	Iteration 27Q: 3 clusters Score -2349209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2349210.500000 Penalty: 3280.880371
	Iteration 28Q: 3 clusters Score -2349210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2349209.250000 Penalty: 3280.880371
	Iteration 29Q: 3 clusters Score -2349209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2349215.250000 Penalty: 3280.880371
	Iteration 30Q: 3 clusters Score -2349215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2349219.000000 Penalty: 3280.880371
	Iteration 31Q: 3 clusters Score -2349219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2349221.250000 Penalty: 3280.880371
	Iteration 32Q: 3 clusters Score -2349221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2349221.000000 Penalty: 3280.880371
	Iteration 33Q: 3 clusters Score -2349221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2349223.000000 Penalty: 3280.880371
	Iteration 34Q: 3 clusters Score -2349223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2349223.000000 Penalty: 3280.880371
	Iteration 35F: 3 clusters Score -2349223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Entering Unmasked Estep 
Score: -1607983.875000 Penalty: 1585.128906
	Iteration 0F: 2 clusters Score -1607984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1596195.625000 Penalty: 3170.257812
	Iteration 0F: 3 clusters Score -1596196 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1601816.375000 Penalty: 3170.257812
	Iteration 1F: 3 clusters Score -1601816 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1606723.750000 Penalty: 3170.257812
	Iteration 2F: 3 clusters Score -1606724 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1613103.000000 Penalty: 3170.257812
	Iteration 3F: 3 clusters Score -1613103 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1616744.500000 Penalty: 3170.257812
	Iteration 4F: 3 clusters Score -1616744 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1618257.750000 Penalty: 3170.257812
	Iteration 5F: 3 clusters Score -1618258 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1618693.750000 Penalty: 3170.257812
	Iteration 6Q: 3 clusters Score -1618694 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1618916.875000 Penalty: 3170.257812
	Iteration 7Q: 3 clusters Score -1618917 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1619081.250000 Penalty: 3170.257812
	Iteration 8Q: 3 clusters Score -1619081 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1619219.750000 Penalty: 3170.257812
	Iteration 9Q: 3 clusters Score -1619220 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1619333.875000 Penalty: 3170.257812
	Iteration 10Q: 3 clusters Score -1619334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1619444.875000 Penalty: 3170.257812
	Iteration 11Q: 3 clusters Score -1619445 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1619522.500000 Penalty: 3170.257812
	Iteration 12Q: 3 clusters Score -1619522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1619573.250000 Penalty: 3170.257812
	Iteration 13Q: 3 clusters Score -1619573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1619627.000000 Penalty: 3170.257812
	Iteration 14Q: 3 clusters Score -1619627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1619673.500000 Penalty: 3170.257812
	Iteration 15Q: 3 clusters Score -1619674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1619692.500000 Penalty: 3170.257812
	Iteration 16Q: 3 clusters Score -1619692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1619717.375000 Penalty: 3170.257812
	Iteration 17Q: 3 clusters Score -1619717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1619734.625000 Penalty: 3170.257812
	Iteration 18Q: 3 clusters Score -1619735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1619741.250000 Penalty: 3170.257812
	Iteration 19Q: 3 clusters Score -1619741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1619744.625000 Penalty: 3170.257812
	Iteration 20F: 3 clusters Score -1619745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1619743.750000 Penalty: 3170.257812
	Iteration 21Q: 3 clusters Score -1619744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1619742.750000 Penalty: 3170.257812
	Iteration 22Q: 3 clusters Score -1619743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1619745.625000 Penalty: 3170.257812
	Iteration 23Q: 3 clusters Score -1619746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1619743.250000 Penalty: 3170.257812
	Iteration 24Q: 3 clusters Score -1619743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1619746.500000 Penalty: 3170.257812
	Iteration 25Q: 3 clusters Score -1619746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1619747.250000 Penalty: 3170.257812
	Iteration 26Q: 3 clusters Score -1619747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1619745.000000 Penalty: 3170.257812
	Iteration 27Q: 3 clusters Score -1619745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1619745.000000 Penalty: 3170.257812
	Iteration 28F: 3 clusters Score -1619745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 19732 members 
Mstep: Class 3 contains 4341 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 122842 members 
Mstep: Class 6 contains 88234 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 8 contains 14821 members 
Mstep: Class 9 contains 26088 members 
Mstep: Class 10 contains 1901 members 
Mstep: Class 11 contains 15007 members 
Mstep: Class 12 contains 18337 members 
Mstep: Class 13 contains 25487 members 
Mstep: Class 14 contains 24222 members 
Mstep: Class 16 contains 15333 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 7307 members 
Mstep: Class 19 contains 70199 members 
Entering Unmasked Estep 
Score: -44793552.000000 Penalty: 38269.425781
Splitting cluster 16 changes total score from -44778640.000000 to -44793552.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 17 (5780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Entering Unmasked Estep 
Score: -554185.625000 Penalty: 1407.600830
	Iteration 0F: 2 clusters Score -554185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -549770.125000 Penalty: 2815.201660
	Iteration 0F: 3 clusters Score -549770.1 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -551093.125000 Penalty: 2815.201660
	Iteration 1F: 3 clusters Score -551093.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -551305.437500 Penalty: 2815.201660
	Iteration 2F: 3 clusters Score -551305.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -551470.000000 Penalty: 2815.201660
	Iteration 3Q: 3 clusters Score -551470 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -551616.437500 Penalty: 2815.201660
	Iteration 4Q: 3 clusters Score -551616.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -551740.562500 Penalty: 2815.201660
	Iteration 5Q: 3 clusters Score -551740.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -551863.125000 Penalty: 2815.201660
	Iteration 6Q: 3 clusters Score -551863.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -552007.000000 Penalty: 2815.201660
	Iteration 7Q: 3 clusters Score -552007 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -552168.937500 Penalty: 2815.201660
	Iteration 8Q: 3 clusters Score -552168.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -552317.937500 Penalty: 2815.201660
	Iteration 9Q: 3 clusters Score -552317.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -552436.250000 Penalty: 2815.201660
	Iteration 10Q: 3 clusters Score -552436.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -552542.687500 Penalty: 2815.201660
	Iteration 11Q: 3 clusters Score -552542.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -552652.625000 Penalty: 2815.201660
	Iteration 12Q: 3 clusters Score -552652.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -552733.937500 Penalty: 2815.201660
	Iteration 13Q: 3 clusters Score -552733.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -552790.750000 Penalty: 2815.201660
	Iteration 14Q: 3 clusters Score -552790.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -552833.937500 Penalty: 2815.201660
	Iteration 15Q: 3 clusters Score -552833.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -552868.437500 Penalty: 2815.201660
	Iteration 16Q: 3 clusters Score -552868.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -552901.687500 Penalty: 2815.201660
	Iteration 17Q: 3 clusters Score -552901.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -552931.125000 Penalty: 2815.201660
	Iteration 18Q: 3 clusters Score -552931.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -552955.125000 Penalty: 2815.201660
	Iteration 19Q: 3 clusters Score -552955.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -552976.250000 Penalty: 2815.201660
	Iteration 20F: 3 clusters Score -552976.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -552990.937500 Penalty: 2815.201660
	Iteration 21Q: 3 clusters Score -552990.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -553000.562500 Penalty: 2815.201660
	Iteration 22Q: 3 clusters Score -553000.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -553009.937500 Penalty: 2815.201660
	Iteration 23Q: 3 clusters Score -553009.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -553017.625000 Penalty: 2815.201660
	Iteration 24Q: 3 clusters Score -553017.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -553025.750000 Penalty: 2815.201660
	Iteration 25Q: 3 clusters Score -553025.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -553036.000000 Penalty: 2815.201660
	Iteration 26Q: 3 clusters Score -553036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -553047.687500 Penalty: 2815.201660
	Iteration 27Q: 3 clusters Score -553047.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -553062.062500 Penalty: 2815.201660
	Iteration 28Q: 3 clusters Score -553062.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -553078.250000 Penalty: 2815.201660
	Iteration 29Q: 3 clusters Score -553078.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -553090.812500 Penalty: 2815.201660
	Iteration 30Q: 3 clusters Score -553090.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -553096.687500 Penalty: 2815.201660
	Iteration 31Q: 3 clusters Score -553096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -553097.750000 Penalty: 2815.201660
	Iteration 32Q: 3 clusters Score -553097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -553098.500000 Penalty: 2815.201660
	Iteration 33Q: 3 clusters Score -553098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -553099.312500 Penalty: 2815.201660
	Iteration 34Q: 3 clusters Score -553099.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -553101.187500 Penalty: 2815.201660
	Iteration 35Q: 3 clusters Score -553101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -553101.375000 Penalty: 2815.201660
	Iteration 36Q: 3 clusters Score -553101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -553101.437500 Penalty: 2815.201660
	Iteration 37Q: 3 clusters Score -553101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -553101.625000 Penalty: 2815.201660
	Iteration 38Q: 3 clusters Score -553101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -553101.625000 Penalty: 2815.201660
	Iteration 39Q: 3 clusters Score -553101.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -553101.625000 Penalty: 2815.201660
	Iteration 40F: 3 clusters Score -553101.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Entering Unmasked Estep 
Score: -616214.062500 Penalty: 1445.695557
	Iteration 0F: 2 clusters Score -616214.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -610941.437500 Penalty: 2891.391113
	Iteration 0F: 3 clusters Score -610941.4 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -614030.312500 Penalty: 2891.391113
	Iteration 1F: 3 clusters Score -614030.3 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -616265.812500 Penalty: 2891.391113
	Iteration 2F: 3 clusters Score -616265.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -618424.625000 Penalty: 2891.391113
	Iteration 3F: 3 clusters Score -618424.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -619628.937500 Penalty: 2891.391113
	Iteration 4F: 3 clusters Score -619628.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -620193.375000 Penalty: 2891.391113
	Iteration 5Q: 3 clusters Score -620193.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -620538.125000 Penalty: 2891.391113
	Iteration 6Q: 3 clusters Score -620538.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -620784.000000 Penalty: 2891.391113
	Iteration 7Q: 3 clusters Score -620784 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -620963.000000 Penalty: 2891.391113
	Iteration 8Q: 3 clusters Score -620963 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -621046.812500 Penalty: 2891.391113
	Iteration 9Q: 3 clusters Score -621046.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -621081.375000 Penalty: 2891.391113
	Iteration 10Q: 3 clusters Score -621081.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -621098.812500 Penalty: 2891.391113
	Iteration 11Q: 3 clusters Score -621098.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -621109.500000 Penalty: 2891.391113
	Iteration 12Q: 3 clusters Score -621109.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -621117.500000 Penalty: 2891.391113
	Iteration 13Q: 3 clusters Score -621117.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -621121.812500 Penalty: 2891.391113
	Iteration 14Q: 3 clusters Score -621121.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -621130.187500 Penalty: 2891.391113
	Iteration 15Q: 3 clusters Score -621130.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -621131.500000 Penalty: 2891.391113
	Iteration 16Q: 3 clusters Score -621131.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -621134.187500 Penalty: 2891.391113
	Iteration 17Q: 3 clusters Score -621134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -621136.500000 Penalty: 2891.391113
	Iteration 18Q: 3 clusters Score -621136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -621136.312500 Penalty: 2891.391113
	Iteration 19Q: 3 clusters Score -621136.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -621137.500000 Penalty: 2891.391113
	Iteration 20F: 3 clusters Score -621137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 19732 members 
Mstep: Class 3 contains 4341 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 122842 members 
Mstep: Class 6 contains 88234 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 8 contains 14821 members 
Mstep: Class 9 contains 26088 members 
Mstep: Class 10 contains 1901 members 
Mstep: Class 11 contains 15007 members 
Mstep: Class 12 contains 18337 members 
Mstep: Class 13 contains 25487 members 
Mstep: Class 14 contains 24222 members 
Mstep: Class 15 contains 5705 members 
Mstep: Class 16 contains 15333 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 70199 members 
Entering Unmasked Estep 
Score: -44797780.000000 Penalty: 40395.507812
Splitting cluster 18 changes total score from -44778640.000000 to -44797780.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 19 (70199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Entering Unmasked Estep 
Score: -6720594.500000 Penalty: 1813.351929
	Iteration 0F: 2 clusters Score -6720594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -6673774.000000 Penalty: 3626.703857
	Iteration 0F: 3 clusters Score -6673774 nChanged 33134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -6692709.500000 Penalty: 3626.703857
	Iteration 1F: 3 clusters Score -6692710 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -6693462.500000 Penalty: 3626.703857
	Iteration 2Q: 3 clusters Score -6693462 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -6694415.500000 Penalty: 3626.703857
	Iteration 3Q: 3 clusters Score -6694416 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -6695524.500000 Penalty: 3626.703857
	Iteration 4Q: 3 clusters Score -6695524 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -6696943.000000 Penalty: 3626.703857
	Iteration 5Q: 3 clusters Score -6696943 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -6698932.500000 Penalty: 3626.703857
	Iteration 6F: 3 clusters Score -6698932 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -6701432.000000 Penalty: 3626.703857
	Iteration 7F: 3 clusters Score -6701432 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -6704476.000000 Penalty: 3626.703857
	Iteration 8F: 3 clusters Score -6704476 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -6707412.500000 Penalty: 3626.703857
	Iteration 9F: 3 clusters Score -6707412 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -6709906.500000 Penalty: 3626.703857
	Iteration 10F: 3 clusters Score -6709906 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -6711685.000000 Penalty: 3626.703857
	Iteration 11Q: 3 clusters Score -6711685 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -6712843.500000 Penalty: 3626.703857
	Iteration 12Q: 3 clusters Score -6712844 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -6713555.500000 Penalty: 3626.703857
	Iteration 13Q: 3 clusters Score -6713556 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -6713962.500000 Penalty: 3626.703857
	Iteration 14Q: 3 clusters Score -6713962 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -6714253.500000 Penalty: 3626.703857
	Iteration 15Q: 3 clusters Score -6714254 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -6714553.500000 Penalty: 3626.703857
	Iteration 16Q: 3 clusters Score -6714554 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -6714744.500000 Penalty: 3626.703857
	Iteration 17Q: 3 clusters Score -6714744 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -6714935.000000 Penalty: 3626.703857
	Iteration 18Q: 3 clusters Score -6714935 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -6715168.500000 Penalty: 3626.703857
	Iteration 19Q: 3 clusters Score -6715168 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -6715326.000000 Penalty: 3626.703857
	Iteration 20F: 3 clusters Score -6715326 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -6715517.500000 Penalty: 3626.703857
	Iteration 21Q: 3 clusters Score -6715518 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -6715664.000000 Penalty: 3626.703857
	Iteration 22Q: 3 clusters Score -6715664 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -6715820.500000 Penalty: 3626.703857
	Iteration 23Q: 3 clusters Score -6715820 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -6715917.000000 Penalty: 3626.703857
	Iteration 24Q: 3 clusters Score -6715917 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -6716049.500000 Penalty: 3626.703857
	Iteration 25Q: 3 clusters Score -6716050 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -6716130.500000 Penalty: 3626.703857
	Iteration 26Q: 3 clusters Score -6716130 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -6716256.500000 Penalty: 3626.703857
	Iteration 27Q: 3 clusters Score -6716256 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -6716310.500000 Penalty: 3626.703857
	Iteration 28Q: 3 clusters Score -6716310 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -6716385.000000 Penalty: 3626.703857
	Iteration 29Q: 3 clusters Score -6716385 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -6716439.500000 Penalty: 3626.703857
	Iteration 30Q: 3 clusters Score -6716440 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -6716508.000000 Penalty: 3626.703857
	Iteration 31Q: 3 clusters Score -6716508 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -6716589.000000 Penalty: 3626.703857
	Iteration 32Q: 3 clusters Score -6716589 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -6716673.000000 Penalty: 3626.703857
	Iteration 33Q: 3 clusters Score -6716673 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -6716730.500000 Penalty: 3626.703857
	Iteration 34Q: 3 clusters Score -6716730 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -6716794.000000 Penalty: 3626.703857
	Iteration 35Q: 3 clusters Score -6716794 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -6716870.000000 Penalty: 3626.703857
	Iteration 36Q: 3 clusters Score -6716870 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -6716955.000000 Penalty: 3626.703857
	Iteration 37Q: 3 clusters Score -6716955 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -6717022.000000 Penalty: 3626.703857
	Iteration 38Q: 3 clusters Score -6717022 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -6717131.000000 Penalty: 3626.703857
	Iteration 39Q: 3 clusters Score -6717131 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -6717203.000000 Penalty: 3626.703857
	Iteration 40F: 3 clusters Score -6717203 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -6717308.500000 Penalty: 3626.703857
	Iteration 41Q: 3 clusters Score -6717308 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -6717427.000000 Penalty: 3626.703857
	Iteration 42Q: 3 clusters Score -6717427 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -6717527.500000 Penalty: 3626.703857
	Iteration 43Q: 3 clusters Score -6717528 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -6717633.500000 Penalty: 3626.703857
	Iteration 44Q: 3 clusters Score -6717634 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -6717777.000000 Penalty: 3626.703857
	Iteration 45Q: 3 clusters Score -6717777 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -6717927.000000 Penalty: 3626.703857
	Iteration 46Q: 3 clusters Score -6717927 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -6718099.000000 Penalty: 3626.703857
	Iteration 47Q: 3 clusters Score -6718099 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -6718311.000000 Penalty: 3626.703857
	Iteration 48Q: 3 clusters Score -6718311 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -6718525.500000 Penalty: 3626.703857
	Iteration 49Q: 3 clusters Score -6718526 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -6718833.500000 Penalty: 3626.703857
	Iteration 50Q: 3 clusters Score -6718834 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -6719117.500000 Penalty: 3626.703857
	Iteration 51Q: 3 clusters Score -6719118 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -6719415.500000 Penalty: 3626.703857
	Iteration 52Q: 3 clusters Score -6719416 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -6719633.500000 Penalty: 3626.703857
	Iteration 53Q: 3 clusters Score -6719634 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -6719800.000000 Penalty: 3626.703857
	Iteration 54Q: 3 clusters Score -6719800 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -6719921.500000 Penalty: 3626.703857
	Iteration 55Q: 3 clusters Score -6719922 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -6719987.000000 Penalty: 3626.703857
	Iteration 56Q: 3 clusters Score -6719987 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -6720021.500000 Penalty: 3626.703857
	Iteration 57Q: 3 clusters Score -6720022 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -6720065.500000 Penalty: 3626.703857
	Iteration 58Q: 3 clusters Score -6720066 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -6720078.500000 Penalty: 3626.703857
	Iteration 59Q: 3 clusters Score -6720078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -6720084.000000 Penalty: 3626.703857
	Iteration 60F: 3 clusters Score -6720084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6720105.000000 Penalty: 3626.703857
	Iteration 61Q: 3 clusters Score -6720105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -6720114.000000 Penalty: 3626.703857
	Iteration 62Q: 3 clusters Score -6720114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -6720124.500000 Penalty: 3626.703857
	Iteration 63Q: 3 clusters Score -6720124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6720122.500000 Penalty: 3626.703857
	Iteration 64Q: 3 clusters Score -6720122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -6720134.500000 Penalty: 3626.703857
	Iteration 65Q: 3 clusters Score -6720134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6720130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6720146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -6720155.500000 Penalty: 3626.703857
	Iteration 68Q: 3 clusters Score -6720156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6720158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6720162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6720160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6720160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6720154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6720158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6720158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66264 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6720157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6720160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6720157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6720162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -6720161.000000 Penalty: 3626.703857
	Iteration 80F: 3 clusters Score -6720161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6720163.500000 Penalty: 3626.703857
	Iteration 81Q: 3 clusters Score -6720164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6720163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
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	Iteration 83F: 3 clusters Score -6720163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 19732 members 
Mstep: Class 3 contains 4341 members 
Mstep: Class 5 contains 122842 members 
Mstep: Class 6 contains 88234 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 9 contains 26088 members 
Mstep: Class 11 contains 15007 members 
Mstep: Class 12 contains 18337 members 
Mstep: Class 13 contains 25487 members 
Mstep: Class 14 contains 24222 members 
Mstep: Class 16 contains 15333 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 70199 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 20 clusters Score -4.480212e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 20042 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 123084 members 
Mstep: Class 6 contains 87795 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 13822 members 
Mstep: Class 9 contains 26553 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 11 contains 15237 members 
Mstep: Class 12 contains 18645 members 
Mstep: Class 13 contains 25887 members 
Mstep: Class 14 contains 24419 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 15329 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 70116 members 
Entering Unmasked Estep 
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Iteration 40F: 20 clusters Score -4.480651e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 20109 members 
Mstep: Class 3 contains 4492 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 123217 members 
Mstep: Class 6 contains 86630 members 
Mstep: Class 7 contains 5382 members 
Mstep: Class 8 contains 14253 members 
Mstep: Class 9 contains 27178 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 18839 members 
Mstep: Class 13 contains 26055 members 
Mstep: Class 14 contains 24448 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 15166 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 1815 members 
Mstep: Class 19 contains 69368 members 
Entering Unmasked Estep 
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Iteration 41Q: 20 clusters Score -4.480841e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 20134 members 
Mstep: Class 3 contains 4614 members 
Mstep: Class 4 contains 4555 members 
Mstep: Class 5 contains 123368 members 
Mstep: Class 6 contains 85549 members 
Mstep: Class 7 contains 5377 members 
Mstep: Class 8 contains 14572 members 
Mstep: Class 9 contains 27818 members 
Mstep: Class 10 contains 2236 members 
Mstep: Class 11 contains 15670 members 
Mstep: Class 12 contains 19005 members 
Mstep: Class 13 contains 26275 members 
Mstep: Class 14 contains 24462 members 
Mstep: Class 15 contains 6009 members 
Mstep: Class 16 contains 15074 members 
Mstep: Class 17 contains 5544 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 68655 members 
Entering Unmasked Estep 
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Iteration 42Q: 20 clusters Score -4.480919e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 20168 members 
Mstep: Class 3 contains 4705 members 
Mstep: Class 4 contains 4590 members 
Mstep: Class 5 contains 123504 members 
Mstep: Class 6 contains 84561 members 
Mstep: Class 7 contains 5370 members 
Mstep: Class 8 contains 14890 members 
Mstep: Class 9 contains 28442 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 15839 members 
Mstep: Class 12 contains 19159 members 
Mstep: Class 13 contains 26496 members 
Mstep: Class 14 contains 24473 members 
Mstep: Class 15 contains 6143 members 
Mstep: Class 16 contains 15004 members 
Mstep: Class 17 contains 5481 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 67969 members 
Entering Unmasked Estep 
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Iteration 43Q: 20 clusters Score -4.480996e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 20208 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 5 contains 123616 members 
Mstep: Class 6 contains 83567 members 
Mstep: Class 7 contains 5359 members 
Mstep: Class 8 contains 15238 members 
Mstep: Class 9 contains 29062 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 15990 members 
Mstep: Class 12 contains 19323 members 
Mstep: Class 13 contains 26743 members 
Mstep: Class 14 contains 24486 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 16 contains 14959 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 67285 members 
Entering Unmasked Estep 
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Iteration 44Q: 20 clusters Score -4.481034e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 20249 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 123722 members 
Mstep: Class 6 contains 82663 members 
Mstep: Class 7 contains 5353 members 
Mstep: Class 8 contains 15568 members 
Mstep: Class 9 contains 29656 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 16124 members 
Mstep: Class 12 contains 19497 members 
Mstep: Class 13 contains 26947 members 
Mstep: Class 14 contains 24501 members 
Mstep: Class 15 contains 6262 members 
Mstep: Class 16 contains 14927 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 66605 members 
Entering Unmasked Estep 
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Iteration 45Q: 20 clusters Score -4.481101e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 20256 members 
Mstep: Class 3 contains 4872 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 123806 members 
Mstep: Class 6 contains 81805 members 
Mstep: Class 7 contains 5342 members 
Mstep: Class 8 contains 15913 members 
Mstep: Class 9 contains 30211 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 16228 members 
Mstep: Class 12 contains 19642 members 
Mstep: Class 13 contains 27161 members 
Mstep: Class 14 contains 24507 members 
Mstep: Class 15 contains 6301 members 
Mstep: Class 16 contains 14892 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 18 contains 1890 members 
Mstep: Class 19 contains 65978 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -4.48114e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 20270 members 
Mstep: Class 3 contains 4921 members 
Mstep: Class 4 contains 4730 members 
Mstep: Class 5 contains 123892 members 
Mstep: Class 6 contains 80999 members 
Mstep: Class 7 contains 5332 members 
Mstep: Class 8 contains 16228 members 
Mstep: Class 9 contains 30738 members 
Mstep: Class 10 contains 2343 members 
Mstep: Class 11 contains 16336 members 
Mstep: Class 12 contains 19765 members 
Mstep: Class 13 contains 27380 members 
Mstep: Class 14 contains 24498 members 
Mstep: Class 15 contains 6323 members 
Mstep: Class 16 contains 14864 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 18 contains 1897 members 
Mstep: Class 19 contains 65389 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -4.481164e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 20275 members 
Mstep: Class 3 contains 4971 members 
Mstep: Class 4 contains 4750 members 
Mstep: Class 5 contains 123956 members 
Mstep: Class 6 contains 80159 members 
Mstep: Class 7 contains 5325 members 
Mstep: Class 8 contains 16544 members 
Mstep: Class 9 contains 31262 members 
Mstep: Class 10 contains 2359 members 
Mstep: Class 11 contains 16434 members 
Mstep: Class 12 contains 19925 members 
Mstep: Class 13 contains 27628 members 
Mstep: Class 14 contains 24492 members 
Mstep: Class 15 contains 6329 members 
Mstep: Class 16 contains 14830 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 64814 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -4.481212e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 20286 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 124002 members 
Mstep: Class 6 contains 79365 members 
Mstep: Class 7 contains 5321 members 
Mstep: Class 8 contains 16813 members 
Mstep: Class 9 contains 31804 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 16525 members 
Mstep: Class 12 contains 20088 members 
Mstep: Class 13 contains 27873 members 
Mstep: Class 14 contains 24476 members 
Mstep: Class 15 contains 6349 members 
Mstep: Class 16 contains 14791 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 19 contains 64242 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -4.481248e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 20315 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 4774 members 
Mstep: Class 5 contains 124038 members 
Mstep: Class 6 contains 78617 members 
Mstep: Class 7 contains 5314 members 
Mstep: Class 8 contains 17089 members 
Mstep: Class 9 contains 32348 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 16626 members 
Mstep: Class 12 contains 20246 members 
Mstep: Class 13 contains 28078 members 
Mstep: Class 14 contains 24471 members 
Mstep: Class 15 contains 6368 members 
Mstep: Class 16 contains 14756 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 19 contains 63638 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -4.48128e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 20333 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 124062 members 
Mstep: Class 6 contains 77926 members 
Mstep: Class 7 contains 5304 members 
Mstep: Class 8 contains 17323 members 
Mstep: Class 9 contains 32891 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 16721 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 28245 members 
Mstep: Class 14 contains 24470 members 
Mstep: Class 15 contains 6372 members 
Mstep: Class 16 contains 14720 members 
Mstep: Class 17 contains 5330 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 63048 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -4.481324e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 20342 members 
Mstep: Class 3 contains 5148 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 124067 members 
Mstep: Class 6 contains 77274 members 
Mstep: Class 7 contains 5308 members 
Mstep: Class 8 contains 17541 members 
Mstep: Class 9 contains 33396 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 16796 members 
Mstep: Class 12 contains 20614 members 
Mstep: Class 13 contains 28398 members 
Mstep: Class 14 contains 24464 members 
Mstep: Class 15 contains 6384 members 
Mstep: Class 16 contains 14699 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 62498 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -4.481342e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 20337 members 
Mstep: Class 3 contains 5188 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 124073 members 
Mstep: Class 6 contains 76711 members 
Mstep: Class 7 contains 5305 members 
Mstep: Class 8 contains 17757 members 
Mstep: Class 9 contains 33856 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 16876 members 
Mstep: Class 12 contains 20831 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 24455 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 14672 members 
Mstep: Class 17 contains 5286 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 61964 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -4.481362e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 20336 members 
Mstep: Class 3 contains 5237 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 124077 members 
Mstep: Class 6 contains 76169 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 17921 members 
Mstep: Class 9 contains 34337 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 16956 members 
Mstep: Class 12 contains 21077 members 
Mstep: Class 13 contains 28572 members 
Mstep: Class 14 contains 24441 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 14655 members 
Mstep: Class 17 contains 5262 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 61441 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -4.481395e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 20335 members 
Mstep: Class 3 contains 5274 members 
Mstep: Class 4 contains 4838 members 
Mstep: Class 5 contains 124076 members 
Mstep: Class 6 contains 75625 members 
Mstep: Class 7 contains 5295 members 
Mstep: Class 8 contains 18069 members 
Mstep: Class 9 contains 34778 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 17025 members 
Mstep: Class 12 contains 21318 members 
Mstep: Class 13 contains 28656 members 
Mstep: Class 14 contains 24437 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 14636 members 
Mstep: Class 17 contains 5245 members 
Mstep: Class 18 contains 1928 members 
Mstep: Class 19 contains 60971 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -4.481418e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 20327 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 124086 members 
Mstep: Class 6 contains 75107 members 
Mstep: Class 7 contains 5292 members 
Mstep: Class 8 contains 18223 members 
Mstep: Class 9 contains 35194 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 17107 members 
Mstep: Class 12 contains 21565 members 
Mstep: Class 13 contains 28698 members 
Mstep: Class 14 contains 24441 members 
Mstep: Class 15 contains 6419 members 
Mstep: Class 16 contains 14616 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 1929 members 
Mstep: Class 19 contains 60505 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -4.48144e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 20324 members 
Mstep: Class 3 contains 5343 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 124096 members 
Mstep: Class 6 contains 74605 members 
Mstep: Class 7 contains 5291 members 
Mstep: Class 8 contains 18371 members 
Mstep: Class 9 contains 35618 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 28758 members 
Mstep: Class 14 contains 24453 members 
Mstep: Class 15 contains 6427 members 
Mstep: Class 16 contains 14596 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 18 contains 1929 members 
Mstep: Class 19 contains 60021 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -4.481475e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 20330 members 
Mstep: Class 3 contains 5394 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 124103 members 
Mstep: Class 6 contains 74120 members 
Mstep: Class 7 contains 5299 members 
Mstep: Class 8 contains 18514 members 
Mstep: Class 9 contains 36070 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 17289 members 
Mstep: Class 12 contains 21994 members 
Mstep: Class 13 contains 28786 members 
Mstep: Class 14 contains 24453 members 
Mstep: Class 15 contains 6430 members 
Mstep: Class 16 contains 14589 members 
Mstep: Class 17 contains 5214 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 59502 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -4.481503e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 20348 members 
Mstep: Class 3 contains 5456 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 124112 members 
Mstep: Class 6 contains 73728 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 18621 members 
Mstep: Class 9 contains 36545 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 17409 members 
Mstep: Class 12 contains 22163 members 
Mstep: Class 13 contains 28792 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 14582 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 58965 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -4.481524e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 20359 members 
Mstep: Class 3 contains 5493 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 124113 members 
Mstep: Class 6 contains 73334 members 
Mstep: Class 7 contains 5296 members 
Mstep: Class 8 contains 18722 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 17543 members 
Mstep: Class 12 contains 22329 members 
Mstep: Class 13 contains 28824 members 
Mstep: Class 14 contains 24431 members 
Mstep: Class 15 contains 6438 members 
Mstep: Class 16 contains 14568 members 
Mstep: Class 17 contains 5162 members 
Mstep: Class 18 contains 1926 members 
Mstep: Class 19 contains 58392 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -4.481554e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 20370 members 
Mstep: Class 3 contains 5520 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 124113 members 
Mstep: Class 6 contains 72964 members 
Mstep: Class 7 contains 5294 members 
Mstep: Class 8 contains 18816 members 
Mstep: Class 9 contains 37520 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 17689 members 
Mstep: Class 12 contains 22498 members 
Mstep: Class 13 contains 28872 members 
Mstep: Class 14 contains 24424 members 
Mstep: Class 15 contains 6447 members 
Mstep: Class 16 contains 14557 members 
Mstep: Class 17 contains 5162 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 57785 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -4.481588e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 20380 members 
Mstep: Class 3 contains 5555 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 124100 members 
Mstep: Class 6 contains 72600 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 18928 members 
Mstep: Class 9 contains 37968 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 17826 members 
Mstep: Class 12 contains 22656 members 
Mstep: Class 13 contains 28940 members 
Mstep: Class 14 contains 24420 members 
Mstep: Class 15 contains 6437 members 
Mstep: Class 16 contains 14540 members 
Mstep: Class 17 contains 5144 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 57200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816224.000000 Penalty: 40395.507812
Iteration 62Q: 20 clusters Score -4.481622e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 20372 members 
Mstep: Class 3 contains 5592 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 124083 members 
Mstep: Class 6 contains 72268 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 19036 members 
Mstep: Class 9 contains 38446 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 17966 members 
Mstep: Class 12 contains 22837 members 
Mstep: Class 13 contains 28966 members 
Mstep: Class 14 contains 24413 members 
Mstep: Class 15 contains 6419 members 
Mstep: Class 16 contains 14525 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 56598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816396.000000 Penalty: 40395.507812
Iteration 63Q: 20 clusters Score -4.48164e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 20352 members 
Mstep: Class 3 contains 5626 members 
Mstep: Class 4 contains 4902 members 
Mstep: Class 5 contains 124068 members 
Mstep: Class 6 contains 71954 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 19149 members 
Mstep: Class 9 contains 38922 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 18100 members 
Mstep: Class 12 contains 23002 members 
Mstep: Class 13 contains 28971 members 
Mstep: Class 14 contains 24420 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 14506 members 
Mstep: Class 17 contains 5102 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 56022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816624.000000 Penalty: 40395.507812
Iteration 64Q: 20 clusters Score -4.481662e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 20331 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 4906 members 
Mstep: Class 5 contains 124012 members 
Mstep: Class 6 contains 71626 members 
Mstep: Class 7 contains 5302 members 
Mstep: Class 8 contains 19267 members 
Mstep: Class 9 contains 39393 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 18218 members 
Mstep: Class 12 contains 23160 members 
Mstep: Class 13 contains 29000 members 
Mstep: Class 14 contains 24427 members 
Mstep: Class 15 contains 6363 members 
Mstep: Class 16 contains 14486 members 
Mstep: Class 17 contains 5075 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 55438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816672.000000 Penalty: 40395.507812
Iteration 65Q: 20 clusters Score -4.481667e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 20326 members 
Mstep: Class 3 contains 5724 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 123934 members 
Mstep: Class 6 contains 71320 members 
Mstep: Class 7 contains 5303 members 
Mstep: Class 8 contains 19359 members 
Mstep: Class 9 contains 39892 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 23302 members 
Mstep: Class 13 contains 28999 members 
Mstep: Class 14 contains 24419 members 
Mstep: Class 15 contains 6328 members 
Mstep: Class 16 contains 14475 members 
Mstep: Class 17 contains 5042 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 19 contains 54875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817256.000000 Penalty: 40395.507812
Iteration 66Q: 20 clusters Score -4.481726e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 20327 members 
Mstep: Class 3 contains 5764 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 123780 members 
Mstep: Class 6 contains 71032 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 19440 members 
Mstep: Class 9 contains 40416 members 
Mstep: Class 10 contains 2987 members 
Mstep: Class 11 contains 18494 members 
Mstep: Class 12 contains 23407 members 
Mstep: Class 13 contains 29023 members 
Mstep: Class 14 contains 24402 members 
Mstep: Class 15 contains 6286 members 
Mstep: Class 16 contains 14461 members 
Mstep: Class 17 contains 5019 members 
Mstep: Class 18 contains 1897 members 
Mstep: Class 19 contains 54251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817756.000000 Penalty: 40395.507812
Iteration 67Q: 20 clusters Score -4.481776e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 20351 members 
Mstep: Class 3 contains 5800 members 
Mstep: Class 4 contains 4936 members 
Mstep: Class 5 contains 123605 members 
Mstep: Class 6 contains 70782 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 19504 members 
Mstep: Class 9 contains 40951 members 
Mstep: Class 10 contains 3236 members 
Mstep: Class 11 contains 18637 members 
Mstep: Class 12 contains 23493 members 
Mstep: Class 13 contains 29051 members 
Mstep: Class 14 contains 24391 members 
Mstep: Class 15 contains 6252 members 
Mstep: Class 16 contains 14450 members 
Mstep: Class 17 contains 5001 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 53605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818216.000000 Penalty: 40395.507812
Iteration 68Q: 20 clusters Score -4.481822e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 20368 members 
Mstep: Class 3 contains 5830 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 123471 members 
Mstep: Class 6 contains 70555 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 19568 members 
Mstep: Class 9 contains 41469 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 18794 members 
Mstep: Class 12 contains 23581 members 
Mstep: Class 13 contains 29043 members 
Mstep: Class 14 contains 24374 members 
Mstep: Class 15 contains 6246 members 
Mstep: Class 16 contains 14436 members 
Mstep: Class 17 contains 4988 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818392.000000 Penalty: 40395.507812
Iteration 69Q: 20 clusters Score -4.481839e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 20392 members 
Mstep: Class 3 contains 5852 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 123387 members 
Mstep: Class 6 contains 70314 members 
Mstep: Class 7 contains 5290 members 
Mstep: Class 8 contains 19621 members 
Mstep: Class 9 contains 41977 members 
Mstep: Class 10 contains 3511 members 
Mstep: Class 11 contains 18946 members 
Mstep: Class 12 contains 23671 members 
Mstep: Class 13 contains 29030 members 
Mstep: Class 14 contains 24376 members 
Mstep: Class 15 contains 6266 members 
Mstep: Class 16 contains 14432 members 
Mstep: Class 17 contains 4982 members 
Mstep: Class 18 contains 1862 members 
Mstep: Class 19 contains 52370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818796.000000 Penalty: 40395.507812
Iteration 70Q: 20 clusters Score -4.48188e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 20415 members 
Mstep: Class 3 contains 5889 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 123339 members 
Mstep: Class 6 contains 70091 members 
Mstep: Class 7 contains 5291 members 
Mstep: Class 8 contains 19694 members 
Mstep: Class 9 contains 42446 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 19094 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 29001 members 
Mstep: Class 14 contains 24367 members 
Mstep: Class 15 contains 6278 members 
Mstep: Class 16 contains 14421 members 
Mstep: Class 17 contains 4981 members 
Mstep: Class 18 contains 1861 members 
Mstep: Class 19 contains 51778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819092.000000 Penalty: 40395.507812
Iteration 71Q: 20 clusters Score -4.481909e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 20441 members 
Mstep: Class 3 contains 5921 members 
Mstep: Class 4 contains 4943 members 
Mstep: Class 5 contains 123309 members 
Mstep: Class 6 contains 69894 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 19755 members 
Mstep: Class 9 contains 42866 members 
Mstep: Class 10 contains 3622 members 
Mstep: Class 11 contains 19226 members 
Mstep: Class 12 contains 23816 members 
Mstep: Class 13 contains 28984 members 
Mstep: Class 14 contains 24365 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 14406 members 
Mstep: Class 17 contains 4972 members 
Mstep: Class 18 contains 1860 members 
Mstep: Class 19 contains 51250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819288.000000 Penalty: 40395.507812
Iteration 72Q: 20 clusters Score -4.481929e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 20447 members 
Mstep: Class 3 contains 5967 members 
Mstep: Class 4 contains 4947 members 
Mstep: Class 5 contains 123292 members 
Mstep: Class 6 contains 69720 members 
Mstep: Class 7 contains 5290 members 
Mstep: Class 8 contains 19812 members 
Mstep: Class 9 contains 43242 members 
Mstep: Class 10 contains 3646 members 
Mstep: Class 11 contains 19349 members 
Mstep: Class 12 contains 23890 members 
Mstep: Class 13 contains 28945 members 
Mstep: Class 14 contains 24358 members 
Mstep: Class 15 contains 6300 members 
Mstep: Class 16 contains 14402 members 
Mstep: Class 17 contains 4964 members 
Mstep: Class 18 contains 1864 members 
Mstep: Class 19 contains 50769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819540.000000 Penalty: 40395.507812
Iteration 73Q: 20 clusters Score -4.481954e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 20445 members 
Mstep: Class 3 contains 6010 members 
Mstep: Class 4 contains 4952 members 
Mstep: Class 5 contains 123284 members 
Mstep: Class 6 contains 69553 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 19863 members 
Mstep: Class 9 contains 43584 members 
Mstep: Class 10 contains 3666 members 
Mstep: Class 11 contains 19464 members 
Mstep: Class 12 contains 23983 members 
Mstep: Class 13 contains 28888 members 
Mstep: Class 14 contains 24345 members 
Mstep: Class 15 contains 6313 members 
Mstep: Class 16 contains 14399 members 
Mstep: Class 17 contains 4958 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 50337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819636.000000 Penalty: 40395.507812
Iteration 74Q: 20 clusters Score -4.481964e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 20456 members 
Mstep: Class 3 contains 6041 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 5 contains 123282 members 
Mstep: Class 6 contains 69398 members 
Mstep: Class 7 contains 5281 members 
Mstep: Class 8 contains 19917 members 
Mstep: Class 9 contains 43933 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 19538 members 
Mstep: Class 12 contains 24074 members 
Mstep: Class 13 contains 28822 members 
Mstep: Class 14 contains 24329 members 
Mstep: Class 15 contains 6324 members 
Mstep: Class 16 contains 14389 members 
Mstep: Class 17 contains 4956 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 49943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819652.000000 Penalty: 40395.507812
Iteration 75Q: 20 clusters Score -4.481965e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 20470 members 
Mstep: Class 3 contains 6078 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 123284 members 
Mstep: Class 6 contains 69237 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 19964 members 
Mstep: Class 9 contains 44235 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 19598 members 
Mstep: Class 12 contains 24149 members 
Mstep: Class 13 contains 28770 members 
Mstep: Class 14 contains 24315 members 
Mstep: Class 15 contains 6331 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 4956 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 49612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819684.000000 Penalty: 40395.507812
Iteration 76Q: 20 clusters Score -4.481968e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 20492 members 
Mstep: Class 3 contains 6105 members 
Mstep: Class 4 contains 4971 members 
Mstep: Class 5 contains 123287 members 
Mstep: Class 6 contains 69112 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 20012 members 
Mstep: Class 9 contains 44520 members 
Mstep: Class 10 contains 3697 members 
Mstep: Class 11 contains 19658 members 
Mstep: Class 12 contains 24218 members 
Mstep: Class 13 contains 28695 members 
Mstep: Class 14 contains 24286 members 
Mstep: Class 15 contains 6327 members 
Mstep: Class 16 contains 14365 members 
Mstep: Class 17 contains 4954 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 49322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819744.000000 Penalty: 40395.507812
Iteration 77Q: 20 clusters Score -4.481974e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 20520 members 
Mstep: Class 3 contains 6149 members 
Mstep: Class 4 contains 4977 members 
Mstep: Class 5 contains 123293 members 
Mstep: Class 6 contains 69003 members 
Mstep: Class 7 contains 5284 members 
Mstep: Class 8 contains 20059 members 
Mstep: Class 9 contains 44758 members 
Mstep: Class 10 contains 3705 members 
Mstep: Class 11 contains 19712 members 
Mstep: Class 12 contains 24272 members 
Mstep: Class 13 contains 28595 members 
Mstep: Class 14 contains 24263 members 
Mstep: Class 15 contains 6303 members 
Mstep: Class 16 contains 14355 members 
Mstep: Class 17 contains 4957 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 49082 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 20 clusters Score -4.481991e+07 nChanged 877
Entering ConstructFrom: 
Score: -44819912.000000 Penalty: 40395.507812
Entering ConstructFrom: 
Trying to split cluster 1 (9790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Entering Unmasked Estep 
Score: -933876.000000 Penalty: 1493.231445
	Iteration 0F: 2 clusters Score -933876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -926872.812500 Penalty: 2986.462891
	Iteration 0F: 3 clusters Score -926872.8 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -929165.187500 Penalty: 2986.462891
	Iteration 1F: 3 clusters Score -929165.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -929442.437500 Penalty: 2986.462891
	Iteration 2F: 3 clusters Score -929442.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -929764.812500 Penalty: 2986.462891
	Iteration 3F: 3 clusters Score -929764.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -930158.375000 Penalty: 2986.462891
	Iteration 4F: 3 clusters Score -930158.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -930528.875000 Penalty: 2986.462891
	Iteration 5F: 3 clusters Score -930528.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -930892.812500 Penalty: 2986.462891
	Iteration 6F: 3 clusters Score -930892.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -931203.312500 Penalty: 2986.462891
	Iteration 7Q: 3 clusters Score -931203.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -931515.875000 Penalty: 2986.462891
	Iteration 8Q: 3 clusters Score -931515.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -931829.500000 Penalty: 2986.462891
	Iteration 9Q: 3 clusters Score -931829.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -932080.062500 Penalty: 2986.462891
	Iteration 10Q: 3 clusters Score -932080.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -932244.375000 Penalty: 2986.462891
	Iteration 11Q: 3 clusters Score -932244.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -932334.812500 Penalty: 2986.462891
	Iteration 12Q: 3 clusters Score -932334.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -932387.687500 Penalty: 2986.462891
	Iteration 13Q: 3 clusters Score -932387.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -932422.375000 Penalty: 2986.462891
	Iteration 14Q: 3 clusters Score -932422.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -932444.937500 Penalty: 2986.462891
	Iteration 15Q: 3 clusters Score -932444.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -932468.250000 Penalty: 2986.462891
	Iteration 16Q: 3 clusters Score -932468.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -932494.750000 Penalty: 2986.462891
	Iteration 17Q: 3 clusters Score -932494.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -932517.375000 Penalty: 2986.462891
	Iteration 18Q: 3 clusters Score -932517.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -932540.875000 Penalty: 2986.462891
	Iteration 19Q: 3 clusters Score -932540.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -932557.812500 Penalty: 2986.462891
	Iteration 20F: 3 clusters Score -932557.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -932573.375000 Penalty: 2986.462891
	Iteration 21Q: 3 clusters Score -932573.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -932591.250000 Penalty: 2986.462891
	Iteration 22Q: 3 clusters Score -932591.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -932614.000000 Penalty: 2986.462891
	Iteration 23Q: 3 clusters Score -932614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -932635.437500 Penalty: 2986.462891
	Iteration 24Q: 3 clusters Score -932635.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -932671.875000 Penalty: 2986.462891
	Iteration 25Q: 3 clusters Score -932671.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -932711.187500 Penalty: 2986.462891
	Iteration 26Q: 3 clusters Score -932711.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -932751.312500 Penalty: 2986.462891
	Iteration 27Q: 3 clusters Score -932751.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -932792.000000 Penalty: 2986.462891
	Iteration 28Q: 3 clusters Score -932792 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -932848.125000 Penalty: 2986.462891
	Iteration 29Q: 3 clusters Score -932848.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -932906.250000 Penalty: 2986.462891
	Iteration 30Q: 3 clusters Score -932906.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -932978.125000 Penalty: 2986.462891
	Iteration 31Q: 3 clusters Score -932978.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -933080.625000 Penalty: 2986.462891
	Iteration 32Q: 3 clusters Score -933080.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -933179.250000 Penalty: 2986.462891
	Iteration 33Q: 3 clusters Score -933179.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -933291.187500 Penalty: 2986.462891
	Iteration 34Q: 3 clusters Score -933291.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -933366.812500 Penalty: 2986.462891
	Iteration 35Q: 3 clusters Score -933366.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -933400.500000 Penalty: 2986.462891
	Iteration 36Q: 3 clusters Score -933400.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -933411.062500 Penalty: 2986.462891
	Iteration 37Q: 3 clusters Score -933411.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -933414.562500 Penalty: 2986.462891
	Iteration 38Q: 3 clusters Score -933414.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -933424.812500 Penalty: 2986.462891
	Iteration 39Q: 3 clusters Score -933424.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -933459.000000 Penalty: 2986.462891
	Iteration 40F: 3 clusters Score -933459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -933472.250000 Penalty: 2986.462891
	Iteration 41Q: 3 clusters Score -933472.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -933482.750000 Penalty: 2986.462891
	Iteration 42Q: 3 clusters Score -933482.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -933487.250000 Penalty: 2986.462891
	Iteration 43Q: 3 clusters Score -933487.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -933491.125000 Penalty: 2986.462891
	Iteration 44Q: 3 clusters Score -933491.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -933494.375000 Penalty: 2986.462891
	Iteration 45Q: 3 clusters Score -933494.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -933496.687500 Penalty: 2986.462891
	Iteration 46Q: 3 clusters Score -933496.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -933500.062500 Penalty: 2986.462891
	Iteration 47Q: 3 clusters Score -933500.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -933500.875000 Penalty: 2986.462891
	Iteration 48Q: 3 clusters Score -933500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -933501.062500 Penalty: 2986.462891
	Iteration 49Q: 3 clusters Score -933501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -933499.625000 Penalty: 2986.462891
	Iteration 50Q: 3 clusters Score -933499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -933501.250000 Penalty: 2986.462891
	Iteration 51Q: 3 clusters Score -933501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -933501.250000 Penalty: 2986.462891
	Iteration 52F: 3 clusters Score -933501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Entering Unmasked Estep 
Score: -1899908.375000 Penalty: 1613.709351
	Iteration 0F: 2 clusters Score -1899908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1885935.500000 Penalty: 3227.418701
	Iteration 0F: 3 clusters Score -1885936 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1891324.250000 Penalty: 3227.418701
	Iteration 1F: 3 clusters Score -1891324 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1892125.875000 Penalty: 3227.418701
	Iteration 2F: 3 clusters Score -1892126 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1893306.375000 Penalty: 3227.418701
	Iteration 3F: 3 clusters Score -1893306 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1894679.125000 Penalty: 3227.418701
	Iteration 4F: 3 clusters Score -1894679 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1896001.875000 Penalty: 3227.418701
	Iteration 5F: 3 clusters Score -1896002 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1897171.625000 Penalty: 3227.418701
	Iteration 6F: 3 clusters Score -1897172 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1898374.125000 Penalty: 3227.418701
	Iteration 7F: 3 clusters Score -1898374 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1899425.875000 Penalty: 3227.418701
	Iteration 8F: 3 clusters Score -1899426 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1900052.000000 Penalty: 3227.418701
	Iteration 9Q: 3 clusters Score -1900052 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1900383.500000 Penalty: 3227.418701
	Iteration 10Q: 3 clusters Score -1900384 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1900510.000000 Penalty: 3227.418701
	Iteration 11Q: 3 clusters Score -1900510 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1900569.750000 Penalty: 3227.418701
	Iteration 12Q: 3 clusters Score -1900570 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1900598.625000 Penalty: 3227.418701
	Iteration 13Q: 3 clusters Score -1900599 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1900602.875000 Penalty: 3227.418701
	Iteration 14Q: 3 clusters Score -1900603 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1900607.875000 Penalty: 3227.418701
	Iteration 15Q: 3 clusters Score -1900608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1900609.375000 Penalty: 3227.418701
	Iteration 16Q: 3 clusters Score -1900609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1900616.000000 Penalty: 3227.418701
	Iteration 17Q: 3 clusters Score -1900616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1900617.625000 Penalty: 3227.418701
	Iteration 18Q: 3 clusters Score -1900618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1900620.750000 Penalty: 3227.418701
	Iteration 19Q: 3 clusters Score -1900621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1900615.750000 Penalty: 3227.418701
	Iteration 20F: 3 clusters Score -1900616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1900617.750000 Penalty: 3227.418701
	Iteration 21Q: 3 clusters Score -1900618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1900617.750000 Penalty: 3227.418701
	Iteration 22F: 3 clusters Score -1900618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 6194 members 
Mstep: Class 4 contains 4985 members 
Mstep: Class 5 contains 123301 members 
Mstep: Class 6 contains 68888 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 20097 members 
Mstep: Class 9 contains 44956 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 19743 members 
Mstep: Class 12 contains 24342 members 
Mstep: Class 13 contains 28497 members 
Mstep: Class 14 contains 24246 members 
Mstep: Class 15 contains 6286 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 19 contains 48892 members 
Mstep: Class 20 contains 7585 members 
Entering Unmasked Estep 
Score: -44820204.000000 Penalty: 42521.585938
Splitting cluster 2 changes total score from -44819912.000000 to -44820204.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (6194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Entering Unmasked Estep 
Score: -583419.812500 Penalty: 1418.842163
	Iteration 0F: 2 clusters Score -583419.8 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 3148 members 
Entering Unmasked Estep 
Score: -578668.937500 Penalty: 2837.684326
	Iteration 0F: 3 clusters Score -578668.9 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -580036.687500 Penalty: 2837.684326
	Iteration 1F: 3 clusters Score -580036.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -580329.750000 Penalty: 2837.684326
	Iteration 2F: 3 clusters Score -580329.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -580585.375000 Penalty: 2837.684326
	Iteration 3F: 3 clusters Score -580585.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -580881.937500 Penalty: 2837.684326
	Iteration 4F: 3 clusters Score -580881.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -581282.750000 Penalty: 2837.684326
	Iteration 5F: 3 clusters Score -581282.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -581762.562500 Penalty: 2837.684326
	Iteration 6F: 3 clusters Score -581762.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -582220.000000 Penalty: 2837.684326
	Iteration 7F: 3 clusters Score -582220 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -582559.812500 Penalty: 2837.684326
	Iteration 8F: 3 clusters Score -582559.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -582811.500000 Penalty: 2837.684326
	Iteration 9F: 3 clusters Score -582811.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -582995.562500 Penalty: 2837.684326
	Iteration 10Q: 3 clusters Score -582995.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -583119.437500 Penalty: 2837.684326
	Iteration 11Q: 3 clusters Score -583119.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -583208.750000 Penalty: 2837.684326
	Iteration 12Q: 3 clusters Score -583208.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -583294.125000 Penalty: 2837.684326
	Iteration 13Q: 3 clusters Score -583294.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -583392.187500 Penalty: 2837.684326
	Iteration 14Q: 3 clusters Score -583392.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -583486.750000 Penalty: 2837.684326
	Iteration 15Q: 3 clusters Score -583486.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -583596.562500 Penalty: 2837.684326
	Iteration 16Q: 3 clusters Score -583596.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -583690.437500 Penalty: 2837.684326
	Iteration 17Q: 3 clusters Score -583690.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -583749.000000 Penalty: 2837.684326
	Iteration 18Q: 3 clusters Score -583749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -583774.062500 Penalty: 2837.684326
	Iteration 19Q: 3 clusters Score -583774.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -583790.062500 Penalty: 2837.684326
	Iteration 20F: 3 clusters Score -583790.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -583800.750000 Penalty: 2837.684326
	Iteration 21Q: 3 clusters Score -583800.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -583812.312500 Penalty: 2837.684326
	Iteration 22Q: 3 clusters Score -583812.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -583828.625000 Penalty: 2837.684326
	Iteration 23Q: 3 clusters Score -583828.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -583845.312500 Penalty: 2837.684326
	Iteration 24Q: 3 clusters Score -583845.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -583871.687500 Penalty: 2837.684326
	Iteration 25Q: 3 clusters Score -583871.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -583904.062500 Penalty: 2837.684326
	Iteration 26Q: 3 clusters Score -583904.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -583937.625000 Penalty: 2837.684326
	Iteration 27Q: 3 clusters Score -583937.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -583967.125000 Penalty: 2837.684326
	Iteration 28Q: 3 clusters Score -583967.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -583996.125000 Penalty: 2837.684326
	Iteration 29Q: 3 clusters Score -583996.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -584017.125000 Penalty: 2837.684326
	Iteration 30Q: 3 clusters Score -584017.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -584036.437500 Penalty: 2837.684326
	Iteration 31Q: 3 clusters Score -584036.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -584053.625000 Penalty: 2837.684326
	Iteration 32Q: 3 clusters Score -584053.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -584063.437500 Penalty: 2837.684326
	Iteration 33Q: 3 clusters Score -584063.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -584068.000000 Penalty: 2837.684326
	Iteration 34Q: 3 clusters Score -584068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -584069.187500 Penalty: 2837.684326
	Iteration 35Q: 3 clusters Score -584069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -584072.625000 Penalty: 2837.684326
	Iteration 36Q: 3 clusters Score -584072.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -584075.312500 Penalty: 2837.684326
	Iteration 37Q: 3 clusters Score -584075.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -584078.000000 Penalty: 2837.684326
	Iteration 38Q: 3 clusters Score -584078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -584082.562500 Penalty: 2837.684326
	Iteration 39Q: 3 clusters Score -584082.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -584081.375000 Penalty: 2837.684326
	Iteration 40F: 3 clusters Score -584081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 4874 members 
Mstep: Class 4 contains 4985 members 
Mstep: Class 5 contains 123301 members 
Mstep: Class 6 contains 68888 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 20097 members 
Mstep: Class 9 contains 44956 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 19743 members 
Mstep: Class 12 contains 24342 members 
Mstep: Class 13 contains 28497 members 
Mstep: Class 14 contains 24246 members 
Mstep: Class 15 contains 6286 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 19 contains 48892 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 1320 members 
Entering Unmasked Estep 
Score: -44820108.000000 Penalty: 44647.664062
Splitting cluster 3 changes total score from -44819912.000000 to -44820108.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -465685.843750 Penalty: 1383.555664
	Iteration 0F: 2 clusters Score -465685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -461719.843750 Penalty: 2767.111328
	Iteration 0F: 3 clusters Score -461719.8 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -463095.843750 Penalty: 2767.111328
	Iteration 1F: 3 clusters Score -463095.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -464575.843750 Penalty: 2767.111328
	Iteration 2F: 3 clusters Score -464575.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -466437.375000 Penalty: 2767.111328
	Iteration 3F: 3 clusters Score -466437.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -467098.718750 Penalty: 2767.111328
	Iteration 4F: 3 clusters Score -467098.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -467320.406250 Penalty: 2767.111328
	Iteration 5Q: 3 clusters Score -467320.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -467388.093750 Penalty: 2767.111328
	Iteration 6Q: 3 clusters Score -467388.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -467421.812500 Penalty: 2767.111328
	Iteration 7Q: 3 clusters Score -467421.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -467438.031250 Penalty: 2767.111328
	Iteration 8Q: 3 clusters Score -467438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -467451.531250 Penalty: 2767.111328
	Iteration 9Q: 3 clusters Score -467451.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -467461.312500 Penalty: 2767.111328
	Iteration 10Q: 3 clusters Score -467461.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -467467.281250 Penalty: 2767.111328
	Iteration 11Q: 3 clusters Score -467467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -467468.187500 Penalty: 2767.111328
	Iteration 12Q: 3 clusters Score -467468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -467471.375000 Penalty: 2767.111328
	Iteration 13Q: 3 clusters Score -467471.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -467474.500000 Penalty: 2767.111328
	Iteration 14Q: 3 clusters Score -467474.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -467480.312500 Penalty: 2767.111328
	Iteration 15Q: 3 clusters Score -467480.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -467482.656250 Penalty: 2767.111328
	Iteration 16Q: 3 clusters Score -467482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -467483.093750 Penalty: 2767.111328
	Iteration 17Q: 3 clusters Score -467483.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -467483.093750 Penalty: 2767.111328
	Iteration 18F: 3 clusters Score -467483.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 4874 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 123301 members 
Mstep: Class 6 contains 68888 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 20097 members 
Mstep: Class 9 contains 44956 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 19743 members 
Mstep: Class 12 contains 24342 members 
Mstep: Class 13 contains 28497 members 
Mstep: Class 14 contains 24246 members 
Mstep: Class 15 contains 6286 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 19 contains 48892 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4291 members 
Entering Unmasked Estep 
Score: -44821108.000000 Penalty: 46773.742188
Splitting cluster 4 changes total score from -44819912.000000 to -44821108.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (123301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123301 members 
Entering Unmasked Estep 
Score: -11841655.000000 Penalty: 1904.887329
	Iteration 0F: 2 clusters Score -1.184166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -11759156.000000 Penalty: 3809.774658
	Iteration 0F: 3 clusters Score -1.175916e+07 nChanged 59248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -11793637.000000 Penalty: 3809.774658
	Iteration 1F: 3 clusters Score -1.179364e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -11794357.000000 Penalty: 3809.774658
	Iteration 2Q: 3 clusters Score -1.179436e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -11795161.000000 Penalty: 3809.774658
	Iteration 3Q: 3 clusters Score -1.179516e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -11796249.000000 Penalty: 3809.774658
	Iteration 4Q: 3 clusters Score -1.179625e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -11797698.000000 Penalty: 3809.774658
	Iteration 5Q: 3 clusters Score -1.17977e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -11799619.000000 Penalty: 3809.774658
	Iteration 6Q: 3 clusters Score -1.179962e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 67159 members 
Entering Unmasked Estep 
Score: -11802240.000000 Penalty: 3809.774658
	Iteration 7Q: 3 clusters Score -1.180224e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -11806006.000000 Penalty: 3809.774658
	Iteration 8F: 3 clusters Score -1.180601e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -11810790.000000 Penalty: 3809.774658
	Iteration 9F: 3 clusters Score -1.181079e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -11816468.000000 Penalty: 3809.774658
	Iteration 10F: 3 clusters Score -1.181647e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 74780 members 
Entering Unmasked Estep 
Score: -11821427.000000 Penalty: 3809.774658
	Iteration 11F: 3 clusters Score -1.182143e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -11824365.000000 Penalty: 3809.774658
	Iteration 12Q: 3 clusters Score -1.182436e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 76801 members 
Entering Unmasked Estep 
Score: -11826297.000000 Penalty: 3809.774658
	Iteration 13Q: 3 clusters Score -1.18263e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -11828116.000000 Penalty: 3809.774658
	Iteration 14Q: 3 clusters Score -1.182812e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -11830087.000000 Penalty: 3809.774658
	Iteration 15Q: 3 clusters Score -1.183009e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -11831755.000000 Penalty: 3809.774658
	Iteration 16Q: 3 clusters Score -1.183176e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -11833031.000000 Penalty: 3809.774658
	Iteration 17Q: 3 clusters Score -1.183303e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -11834069.000000 Penalty: 3809.774658
	Iteration 18Q: 3 clusters Score -1.183407e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
Score: -11834797.000000 Penalty: 3809.774658
	Iteration 19Q: 3 clusters Score -1.18348e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -11835248.000000 Penalty: 3809.774658
	Iteration 20F: 3 clusters Score -1.183525e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -11835462.000000 Penalty: 3809.774658
	Iteration 21Q: 3 clusters Score -1.183546e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 84237 members 
Entering Unmasked Estep 
Score: -11835563.000000 Penalty: 3809.774658
	Iteration 22Q: 3 clusters Score -1.183556e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -11835663.000000 Penalty: 3809.774658
	Iteration 23Q: 3 clusters Score -1.183566e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -11835802.000000 Penalty: 3809.774658
	Iteration 24Q: 3 clusters Score -1.18358e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -11835828.000000 Penalty: 3809.774658
	Iteration 25Q: 3 clusters Score -1.183583e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 85823 members 
Entering Unmasked Estep 
Score: -11835882.000000 Penalty: 3809.774658
	Iteration 26Q: 3 clusters Score -1.183588e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 86192 members 
Entering Unmasked Estep 
Score: -11835932.000000 Penalty: 3809.774658
	Iteration 27Q: 3 clusters Score -1.183593e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 86554 members 
Entering Unmasked Estep 
Score: -11836007.000000 Penalty: 3809.774658
	Iteration 28Q: 3 clusters Score -1.183601e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -11836045.000000 Penalty: 3809.774658
	Iteration 29Q: 3 clusters Score -1.183604e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -11836115.000000 Penalty: 3809.774658
	Iteration 30Q: 3 clusters Score -1.183612e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -11836166.000000 Penalty: 3809.774658
	Iteration 31Q: 3 clusters Score -1.183617e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 88045 members 
Entering Unmasked Estep 
Score: -11836164.000000 Penalty: 3809.774658
	Iteration 32Q: 3 clusters Score -1.183616e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -11836190.000000 Penalty: 3809.774658
	Iteration 33Q: 3 clusters Score -1.183619e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -11836134.000000 Penalty: 3809.774658
	Iteration 34Q: 3 clusters Score -1.183613e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -11836135.000000 Penalty: 3809.774658
	Iteration 35Q: 3 clusters Score -1.183614e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -11836148.000000 Penalty: 3809.774658
	Iteration 36Q: 3 clusters Score -1.183615e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 89664 members 
Entering Unmasked Estep 
Score: -11836163.000000 Penalty: 3809.774658
	Iteration 37Q: 3 clusters Score -1.183616e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -11836139.000000 Penalty: 3809.774658
	Iteration 38Q: 3 clusters Score -1.183614e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -11836143.000000 Penalty: 3809.774658
	Iteration 39Q: 3 clusters Score -1.183614e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -11836144.000000 Penalty: 3809.774658
	Iteration 40F: 3 clusters Score -1.183614e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -11836160.000000 Penalty: 3809.774658
	Iteration 41Q: 3 clusters Score -1.183616e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -11836199.000000 Penalty: 3809.774658
	Iteration 42Q: 3 clusters Score -1.18362e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -11836233.000000 Penalty: 3809.774658
	Iteration 43Q: 3 clusters Score -1.183623e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 91633 members 
Entering Unmasked Estep 
Score: -11836254.000000 Penalty: 3809.774658
	Iteration 44Q: 3 clusters Score -1.183625e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -11836245.000000 Penalty: 3809.774658
	Iteration 45Q: 3 clusters Score -1.183624e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 92121 members 
Entering Unmasked Estep 
Score: -11836267.000000 Penalty: 3809.774658
	Iteration 46Q: 3 clusters Score -1.183627e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -11836279.000000 Penalty: 3809.774658
	Iteration 47Q: 3 clusters Score -1.183628e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -11836284.000000 Penalty: 3809.774658
	Iteration 48Q: 3 clusters Score -1.183628e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -11836313.000000 Penalty: 3809.774658
	Iteration 49Q: 3 clusters Score -1.183631e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -11836331.000000 Penalty: 3809.774658
	Iteration 50Q: 3 clusters Score -1.183633e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -11836301.000000 Penalty: 3809.774658
	Iteration 51Q: 3 clusters Score -1.18363e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -11836334.000000 Penalty: 3809.774658
	Iteration 52Q: 3 clusters Score -1.183633e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 93857 members 
Entering Unmasked Estep 
Score: -11836331.000000 Penalty: 3809.774658
	Iteration 53Q: 3 clusters Score -1.183633e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -11836310.000000 Penalty: 3809.774658
	Iteration 54Q: 3 clusters Score -1.183631e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 94426 members 
Entering Unmasked Estep 
Score: -11836330.000000 Penalty: 3809.774658
	Iteration 55Q: 3 clusters Score -1.183633e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -11836350.000000 Penalty: 3809.774658
	Iteration 56Q: 3 clusters Score -1.183635e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -11836374.000000 Penalty: 3809.774658
	Iteration 57Q: 3 clusters Score -1.183637e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -11836390.000000 Penalty: 3809.774658
	Iteration 58Q: 3 clusters Score -1.183639e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -11836411.000000 Penalty: 3809.774658
	Iteration 59Q: 3 clusters Score -1.183641e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 95800 members 
Entering Unmasked Estep 
Score: -11836409.000000 Penalty: 3809.774658
	Iteration 60F: 3 clusters Score -1.183641e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 96039 members 
Entering Unmasked Estep 
Score: -11836479.000000 Penalty: 3809.774658
	Iteration 61Q: 3 clusters Score -1.183648e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -11836480.000000 Penalty: 3809.774658
	Iteration 62Q: 3 clusters Score -1.183648e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 96491 members 
Entering Unmasked Estep 
Score: -11836497.000000 Penalty: 3809.774658
	Iteration 63Q: 3 clusters Score -1.18365e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 96693 members 
Entering Unmasked Estep 
Score: -11836525.000000 Penalty: 3809.774658
	Iteration 64Q: 3 clusters Score -1.183652e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 96888 members 
Entering Unmasked Estep 
Score: -11836542.000000 Penalty: 3809.774658
	Iteration 65Q: 3 clusters Score -1.183654e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 97080 members 
Entering Unmasked Estep 
Score: -11836525.000000 Penalty: 3809.774658
	Iteration 66Q: 3 clusters Score -1.183652e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -11836543.000000 Penalty: 3809.774658
	Iteration 67Q: 3 clusters Score -1.183654e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -11836548.000000 Penalty: 3809.774658
	Iteration 68Q: 3 clusters Score -1.183655e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 97673 members 
Entering Unmasked Estep 
Score: -11836579.000000 Penalty: 3809.774658
	Iteration 69Q: 3 clusters Score -1.183658e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -11836580.000000 Penalty: 3809.774658
	Iteration 70Q: 3 clusters Score -1.183658e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -11836608.000000 Penalty: 3809.774658
	Iteration 71Q: 3 clusters Score -1.183661e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -11836593.000000 Penalty: 3809.774658
	Iteration 72Q: 3 clusters Score -1.183659e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -11836607.000000 Penalty: 3809.774658
	Iteration 73Q: 3 clusters Score -1.183661e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 98697 members 
Entering Unmasked Estep 
Score: -11836644.000000 Penalty: 3809.774658
	Iteration 74Q: 3 clusters Score -1.183664e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 98938 members 
Entering Unmasked Estep 
Score: -11836644.000000 Penalty: 3809.774658
	Iteration 75Q: 3 clusters Score -1.183664e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 99177 members 
Entering Unmasked Estep 
Score: -11836648.000000 Penalty: 3809.774658
	Iteration 76Q: 3 clusters Score -1.183665e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -11836648.000000 Penalty: 3809.774658
	Iteration 77Q: 3 clusters Score -1.183665e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -11836678.000000 Penalty: 3809.774658
	Iteration 78Q: 3 clusters Score -1.183668e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -11836709.000000 Penalty: 3809.774658
	Iteration 79Q: 3 clusters Score -1.183671e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 100187 members 
Entering Unmasked Estep 
Score: -11836685.000000 Penalty: 3809.774658
	Iteration 80F: 3 clusters Score -1.183668e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -11836714.000000 Penalty: 3809.774658
	Iteration 81Q: 3 clusters Score -1.183671e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 100726 members 
Entering Unmasked Estep 
Score: -11836752.000000 Penalty: 3809.774658
	Iteration 82Q: 3 clusters Score -1.183675e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 101006 members 
Entering Unmasked Estep 
Score: -11836768.000000 Penalty: 3809.774658
	Iteration 83Q: 3 clusters Score -1.183677e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 101251 members 
Entering Unmasked Estep 
Score: -11836788.000000 Penalty: 3809.774658
	Iteration 84Q: 3 clusters Score -1.183679e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 101484 members 
Entering Unmasked Estep 
Score: -11836802.000000 Penalty: 3809.774658
	Iteration 85Q: 3 clusters Score -1.18368e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -11836830.000000 Penalty: 3809.774658
	Iteration 86Q: 3 clusters Score -1.183683e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 101904 members 
Entering Unmasked Estep 
Score: -11836855.000000 Penalty: 3809.774658
	Iteration 87Q: 3 clusters Score -1.183686e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 102123 members 
Entering Unmasked Estep 
Score: -11836841.000000 Penalty: 3809.774658
	Iteration 88Q: 3 clusters Score -1.183684e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 102348 members 
Entering Unmasked Estep 
Score: -11836816.000000 Penalty: 3809.774658
	Iteration 89Q: 3 clusters Score -1.183682e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 102579 members 
Entering Unmasked Estep 
Score: -11836827.000000 Penalty: 3809.774658
	Iteration 90Q: 3 clusters Score -1.183683e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -11836811.000000 Penalty: 3809.774658
	Iteration 91Q: 3 clusters Score -1.183681e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 103075 members 
Entering Unmasked Estep 
Score: -11836873.000000 Penalty: 3809.774658
	Iteration 92Q: 3 clusters Score -1.183687e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 103346 members 
Entering Unmasked Estep 
Score: -11836874.000000 Penalty: 3809.774658
	Iteration 93Q: 3 clusters Score -1.183687e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 103624 members 
Entering Unmasked Estep 
Score: -11836905.000000 Penalty: 3809.774658
	Iteration 94Q: 3 clusters Score -1.18369e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 103885 members 
Entering Unmasked Estep 
Score: -11836900.000000 Penalty: 3809.774658
	Iteration 95Q: 3 clusters Score -1.18369e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 104116 members 
Entering Unmasked Estep 
Score: -11836872.000000 Penalty: 3809.774658
	Iteration 96Q: 3 clusters Score -1.183687e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 104340 members 
Entering Unmasked Estep 
Score: -11836908.000000 Penalty: 3809.774658
	Iteration 97Q: 3 clusters Score -1.183691e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 104573 members 
Entering Unmasked Estep 
Score: -11836949.000000 Penalty: 3809.774658
	Iteration 98Q: 3 clusters Score -1.183695e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -11836944.000000 Penalty: 3809.774658
	Iteration 99Q: 3 clusters Score -1.183694e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -11836947.000000 Penalty: 3809.774658
	Iteration 100F: 3 clusters Score -1.183695e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -11836958.000000 Penalty: 3809.774658
	Iteration 101Q: 3 clusters Score -1.183696e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 105582 members 
Entering Unmasked Estep 
Score: -11837010.000000 Penalty: 3809.774658
	Iteration 102Q: 3 clusters Score -1.183701e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 105831 members 
Entering Unmasked Estep 
Score: -11837072.000000 Penalty: 3809.774658
	Iteration 103Q: 3 clusters Score -1.183707e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -11837052.000000 Penalty: 3809.774658
	Iteration 104Q: 3 clusters Score -1.183705e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -11837084.000000 Penalty: 3809.774658
	Iteration 105Q: 3 clusters Score -1.183708e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 106595 members 
Entering Unmasked Estep 
Score: -11837099.000000 Penalty: 3809.774658
	Iteration 106Q: 3 clusters Score -1.18371e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -11837139.000000 Penalty: 3809.774658
	Iteration 107Q: 3 clusters Score -1.183714e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -11837163.000000 Penalty: 3809.774658
	Iteration 108Q: 3 clusters Score -1.183716e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -11837202.000000 Penalty: 3809.774658
	Iteration 109Q: 3 clusters Score -1.18372e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 107745 members 
Entering Unmasked Estep 
Score: -11837198.000000 Penalty: 3809.774658
	Iteration 110Q: 3 clusters Score -1.18372e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 108063 members 
Entering Unmasked Estep 
Score: -11837272.000000 Penalty: 3809.774658
	Iteration 111Q: 3 clusters Score -1.183727e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 108364 members 
Entering Unmasked Estep 
Score: -11837320.000000 Penalty: 3809.774658
	Iteration 112Q: 3 clusters Score -1.183732e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -11837346.000000 Penalty: 3809.774658
	Iteration 113Q: 3 clusters Score -1.183735e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -11837371.000000 Penalty: 3809.774658
	Iteration 114Q: 3 clusters Score -1.183737e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 109299 members 
Entering Unmasked Estep 
Score: -11837401.000000 Penalty: 3809.774658
	Iteration 115Q: 3 clusters Score -1.18374e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 109652 members 
Entering Unmasked Estep 
Score: -11837448.000000 Penalty: 3809.774658
	Iteration 116Q: 3 clusters Score -1.183745e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 110006 members 
Entering Unmasked Estep 
Score: -11837478.000000 Penalty: 3809.774658
	Iteration 117Q: 3 clusters Score -1.183748e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 110377 members 
Entering Unmasked Estep 
Score: -11837537.000000 Penalty: 3809.774658
	Iteration 118Q: 3 clusters Score -1.183754e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 110749 members 
Entering Unmasked Estep 
Score: -11837577.000000 Penalty: 3809.774658
	Iteration 119Q: 3 clusters Score -1.183758e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -11837621.000000 Penalty: 3809.774658
	Iteration 120F: 3 clusters Score -1.183762e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 111533 members 
Entering Unmasked Estep 
Score: -11837610.000000 Penalty: 3809.774658
	Iteration 121Q: 3 clusters Score -1.183761e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 111951 members 
Entering Unmasked Estep 
Score: -11837684.000000 Penalty: 3809.774658
	Iteration 122Q: 3 clusters Score -1.183768e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 112343 members 
Entering Unmasked Estep 
Score: -11837752.000000 Penalty: 3809.774658
	Iteration 123Q: 3 clusters Score -1.183775e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 112737 members 
Entering Unmasked Estep 
Score: -11837814.000000 Penalty: 3809.774658
	Iteration 124Q: 3 clusters Score -1.183781e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 113137 members 
Entering Unmasked Estep 
Score: -11837868.000000 Penalty: 3809.774658
	Iteration 125Q: 3 clusters Score -1.183787e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 113504 members 
Entering Unmasked Estep 
Score: -11838003.000000 Penalty: 3809.774658
	Iteration 126Q: 3 clusters Score -1.1838e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 113859 members 
Entering Unmasked Estep 
Score: -11838057.000000 Penalty: 3809.774658
	Iteration 127Q: 3 clusters Score -1.183806e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 114196 members 
Entering Unmasked Estep 
Score: -11838082.000000 Penalty: 3809.774658
	Iteration 128Q: 3 clusters Score -1.183808e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 114538 members 
Entering Unmasked Estep 
Score: -11838156.000000 Penalty: 3809.774658
	Iteration 129Q: 3 clusters Score -1.183816e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -11838231.000000 Penalty: 3809.774658
	Iteration 130Q: 3 clusters Score -1.183823e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 115214 members 
Entering Unmasked Estep 
Score: -11838312.000000 Penalty: 3809.774658
	Iteration 131Q: 3 clusters Score -1.183831e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 115593 members 
Entering Unmasked Estep 
Score: -11838352.000000 Penalty: 3809.774658
	Iteration 132Q: 3 clusters Score -1.183835e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 115984 members 
Entering Unmasked Estep 
Score: -11838401.000000 Penalty: 3809.774658
	Iteration 133Q: 3 clusters Score -1.18384e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 116368 members 
Entering Unmasked Estep 
Score: -11838466.000000 Penalty: 3809.774658
	Iteration 134Q: 3 clusters Score -1.183847e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 116778 members 
Entering Unmasked Estep 
Score: -11838497.000000 Penalty: 3809.774658
	Iteration 135Q: 3 clusters Score -1.18385e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 117177 members 
Entering Unmasked Estep 
Score: -11838612.000000 Penalty: 3809.774658
	Iteration 136Q: 3 clusters Score -1.183861e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 117587 members 
Entering Unmasked Estep 
Score: -11838756.000000 Penalty: 3809.774658
	Iteration 137Q: 3 clusters Score -1.183876e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 117971 members 
Entering Unmasked Estep 
Score: -11838864.000000 Penalty: 3809.774658
	Iteration 138Q: 3 clusters Score -1.183886e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 118342 members 
Entering Unmasked Estep 
Score: -11838921.000000 Penalty: 3809.774658
	Iteration 139Q: 3 clusters Score -1.183892e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 118734 members 
Entering Unmasked Estep 
Score: -11839031.000000 Penalty: 3809.774658
	Iteration 140F: 3 clusters Score -1.183903e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 119108 members 
Entering Unmasked Estep 
Score: -11839152.000000 Penalty: 3809.774658
	Iteration 141Q: 3 clusters Score -1.183915e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 119460 members 
Entering Unmasked Estep 
Score: -11839206.000000 Penalty: 3809.774658
	Iteration 142Q: 3 clusters Score -1.183921e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 119783 members 
Entering Unmasked Estep 
Score: -11839306.000000 Penalty: 3809.774658
	Iteration 143Q: 3 clusters Score -1.183931e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -11839396.000000 Penalty: 3809.774658
	Iteration 144Q: 3 clusters Score -1.18394e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 120389 members 
Entering Unmasked Estep 
Score: -11839537.000000 Penalty: 3809.774658
	Iteration 145Q: 3 clusters Score -1.183954e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 120660 members 
Entering Unmasked Estep 
Score: -11839634.000000 Penalty: 3809.774658
	Iteration 146Q: 3 clusters Score -1.183963e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 120899 members 
Entering Unmasked Estep 
Score: -11839673.000000 Penalty: 3809.774658
	Iteration 147Q: 3 clusters Score -1.183967e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 121103 members 
Entering Unmasked Estep 
Score: -11839733.000000 Penalty: 3809.774658
	Iteration 148Q: 3 clusters Score -1.183973e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 121277 members 
Entering Unmasked Estep 
Score: -11839768.000000 Penalty: 3809.774658
	Iteration 149Q: 3 clusters Score -1.183977e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 121430 members 
Entering Unmasked Estep 
Score: -11839823.000000 Penalty: 3809.774658
	Iteration 150Q: 3 clusters Score -1.183982e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 121570 members 
Entering Unmasked Estep 
Score: -11839867.000000 Penalty: 3809.774658
	Iteration 151Q: 3 clusters Score -1.183987e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 121707 members 
Entering Unmasked Estep 
Score: -11839936.000000 Penalty: 3809.774658
	Iteration 152Q: 3 clusters Score -1.183994e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 121808 members 
Entering Unmasked Estep 
Score: -11840007.000000 Penalty: 3809.774658
	Iteration 153Q: 3 clusters Score -1.184001e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 121889 members 
Entering Unmasked Estep 
Score: -11840012.000000 Penalty: 3809.774658
	Iteration 154Q: 3 clusters Score -1.184001e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 121952 members 
Entering Unmasked Estep 
Score: -11840041.000000 Penalty: 3809.774658
	Iteration 155Q: 3 clusters Score -1.184004e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 122011 members 
Entering Unmasked Estep 
Score: -11840047.000000 Penalty: 3809.774658
	Iteration 156Q: 3 clusters Score -1.184005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 122046 members 
Entering Unmasked Estep 
Score: -11840060.000000 Penalty: 3809.774658
	Iteration 157Q: 3 clusters Score -1.184006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 122075 members 
Entering Unmasked Estep 
Score: -11840067.000000 Penalty: 3809.774658
	Iteration 158Q: 3 clusters Score -1.184007e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 122112 members 
Entering Unmasked Estep 
Score: -11840067.000000 Penalty: 3809.774658
	Iteration 159Q: 3 clusters Score -1.184007e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 122147 members 
Entering Unmasked Estep 
Score: -11840100.000000 Penalty: 3809.774658
	Iteration 160F: 3 clusters Score -1.18401e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 122175 members 
Entering Unmasked Estep 
Score: -11840110.000000 Penalty: 3809.774658
	Iteration 161Q: 3 clusters Score -1.184011e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 122201 members 
Entering Unmasked Estep 
Score: -11840113.000000 Penalty: 3809.774658
	Iteration 162Q: 3 clusters Score -1.184011e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 122223 members 
Entering Unmasked Estep 
Score: -11840126.000000 Penalty: 3809.774658
	Iteration 163Q: 3 clusters Score -1.184013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 122238 members 
Entering Unmasked Estep 
Score: -11840124.000000 Penalty: 3809.774658
	Iteration 164Q: 3 clusters Score -1.184012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 122257 members 
Entering Unmasked Estep 
Score: -11840146.000000 Penalty: 3809.774658
	Iteration 165Q: 3 clusters Score -1.184015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 122272 members 
Entering Unmasked Estep 
Score: -11840159.000000 Penalty: 3809.774658
	Iteration 166Q: 3 clusters Score -1.184016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 122284 members 
Entering Unmasked Estep 
Score: -11840152.000000 Penalty: 3809.774658
	Iteration 167Q: 3 clusters Score -1.184015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 122289 members 
Entering Unmasked Estep 
Score: -11840152.000000 Penalty: 3809.774658
	Iteration 168Q: 3 clusters Score -1.184015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 122296 members 
Entering Unmasked Estep 
Score: -11840152.000000 Penalty: 3809.774658
	Iteration 169Q: 3 clusters Score -1.184015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 122299 members 
Entering Unmasked Estep 
Score: -11840148.000000 Penalty: 3809.774658
	Iteration 170Q: 3 clusters Score -1.184015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 122305 members 
Entering Unmasked Estep 
Score: -11840147.000000 Penalty: 3809.774658
	Iteration 171Q: 3 clusters Score -1.184015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 122311 members 
Entering Unmasked Estep 
Score: -11840146.000000 Penalty: 3809.774658
	Iteration 172Q: 3 clusters Score -1.184015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 122317 members 
Entering Unmasked Estep 
Score: -11840146.000000 Penalty: 3809.774658
	Iteration 173Q: 3 clusters Score -1.184015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 122325 members 
Entering Unmasked Estep 
Score: -11840151.000000 Penalty: 3809.774658
	Iteration 174Q: 3 clusters Score -1.184015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 122328 members 
Entering Unmasked Estep 
Score: -11840152.000000 Penalty: 3809.774658
	Iteration 175Q: 3 clusters Score -1.184015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 122332 members 
Entering Unmasked Estep 
Score: -11840153.000000 Penalty: 3809.774658
	Iteration 176Q: 3 clusters Score -1.184015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 122332 members 
Entering Unmasked Estep 
Score: -11840151.000000 Penalty: 3809.774658
	Iteration 177Q: 3 clusters Score -1.184015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 122334 members 
Entering Unmasked Estep 
Score: -11840154.000000 Penalty: 3809.774658
	Iteration 178Q: 3 clusters Score -1.184015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 122339 members 
Entering Unmasked Estep 
Score: -11840156.000000 Penalty: 3809.774658
	Iteration 179Q: 3 clusters Score -1.184016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 122343 members 
Entering Unmasked Estep 
Score: -11840154.000000 Penalty: 3809.774658
	Iteration 180F: 3 clusters Score -1.184015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 122353 members 
Entering Unmasked Estep 
Score: -11840159.000000 Penalty: 3809.774658
	Iteration 181Q: 3 clusters Score -1.184016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -11840168.000000 Penalty: 3809.774658
	Iteration 182Q: 3 clusters Score -1.184017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 122370 members 
Entering Unmasked Estep 
Score: -11840159.000000 Penalty: 3809.774658
	Iteration 183Q: 3 clusters Score -1.184016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 122376 members 
Entering Unmasked Estep 
Score: -11840155.000000 Penalty: 3809.774658
	Iteration 184Q: 3 clusters Score -1.184016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 122383 members 
Entering Unmasked Estep 
Score: -11840170.000000 Penalty: 3809.774658
	Iteration 185Q: 3 clusters Score -1.184017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 122387 members 
Entering Unmasked Estep 
Score: -11840174.000000 Penalty: 3809.774658
	Iteration 186Q: 3 clusters Score -1.184017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 122390 members 
Entering Unmasked Estep 
Score: -11840177.000000 Penalty: 3809.774658
	Iteration 187Q: 3 clusters Score -1.184018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 122398 members 
Entering Unmasked Estep 
Score: -11840186.000000 Penalty: 3809.774658
	Iteration 188Q: 3 clusters Score -1.184019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 122404 members 
Entering Unmasked Estep 
Score: -11840200.000000 Penalty: 3809.774658
	Iteration 189Q: 3 clusters Score -1.18402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 122410 members 
Entering Unmasked Estep 
Score: -11840193.000000 Penalty: 3809.774658
	Iteration 190Q: 3 clusters Score -1.184019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 122416 members 
Entering Unmasked Estep 
Score: -11840199.000000 Penalty: 3809.774658
	Iteration 191Q: 3 clusters Score -1.18402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 122418 members 
Entering Unmasked Estep 
Score: -11840208.000000 Penalty: 3809.774658
	Iteration 192Q: 3 clusters Score -1.184021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 122421 members 
Entering Unmasked Estep 
Score: -11840198.000000 Penalty: 3809.774658
	Iteration 193Q: 3 clusters Score -1.18402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 122427 members 
Entering Unmasked Estep 
Score: -11840212.000000 Penalty: 3809.774658
	Iteration 194Q: 3 clusters Score -1.184021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 122433 members 
Entering Unmasked Estep 
Score: -11840212.000000 Penalty: 3809.774658
	Iteration 195Q: 3 clusters Score -1.184021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 122438 members 
Entering Unmasked Estep 
Score: -11840208.000000 Penalty: 3809.774658
	Iteration 196Q: 3 clusters Score -1.184021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -11840209.000000 Penalty: 3809.774658
	Iteration 197Q: 3 clusters Score -1.184021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -11840203.000000 Penalty: 3809.774658
	Iteration 198Q: 3 clusters Score -1.18402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 122441 members 
Entering Unmasked Estep 
Score: -11840201.000000 Penalty: 3809.774658
	Iteration 199Q: 3 clusters Score -1.18402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 122444 members 
Entering Unmasked Estep 
Score: -11840194.000000 Penalty: 3809.774658
	Iteration 200F: 3 clusters Score -1.184019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 122447 members 
Entering Unmasked Estep 
Score: -11840195.000000 Penalty: 3809.774658
	Iteration 201Q: 3 clusters Score -1.18402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -11840189.000000 Penalty: 3809.774658
	Iteration 202Q: 3 clusters Score -1.184019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -11840189.000000 Penalty: 3809.774658
	Iteration 203F: 3 clusters Score -1.184019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (68888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Entering Unmasked Estep 
Score: -6609756.000000 Penalty: 1810.288452
	Iteration 0F: 2 clusters Score -6609756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -6563585.000000 Penalty: 3620.576904
	Iteration 0F: 3 clusters Score -6563585 nChanged 32676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -6582224.000000 Penalty: 3620.576904
	Iteration 1F: 3 clusters Score -6582224 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6582777.000000 Penalty: 3620.576904
	Iteration 2Q: 3 clusters Score -6582777 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -6583325.500000 Penalty: 3620.576904
	Iteration 3Q: 3 clusters Score -6583326 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -6583921.000000 Penalty: 3620.576904
	Iteration 4Q: 3 clusters Score -6583921 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -6584661.500000 Penalty: 3620.576904
	Iteration 5Q: 3 clusters Score -6584662 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -6585556.000000 Penalty: 3620.576904
	Iteration 6Q: 3 clusters Score -6585556 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -6586667.000000 Penalty: 3620.576904
	Iteration 7Q: 3 clusters Score -6586667 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -6588071.500000 Penalty: 3620.576904
	Iteration 8Q: 3 clusters Score -6588072 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -6589890.500000 Penalty: 3620.576904
	Iteration 9Q: 3 clusters Score -6589890 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -6591928.000000 Penalty: 3620.576904
	Iteration 10F: 3 clusters Score -6591928 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -6593962.500000 Penalty: 3620.576904
	Iteration 11F: 3 clusters Score -6593962 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -6595510.000000 Penalty: 3620.576904
	Iteration 12Q: 3 clusters Score -6595510 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -6596392.000000 Penalty: 3620.576904
	Iteration 13Q: 3 clusters Score -6596392 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -6596789.500000 Penalty: 3620.576904
	Iteration 14Q: 3 clusters Score -6596790 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -6597003.000000 Penalty: 3620.576904
	Iteration 15Q: 3 clusters Score -6597003 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -6597154.500000 Penalty: 3620.576904
	Iteration 16Q: 3 clusters Score -6597154 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -6597198.000000 Penalty: 3620.576904
	Iteration 17Q: 3 clusters Score -6597198 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -6597236.500000 Penalty: 3620.576904
	Iteration 18Q: 3 clusters Score -6597236 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -6597319.500000 Penalty: 3620.576904
	Iteration 19Q: 3 clusters Score -6597320 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -6597388.500000 Penalty: 3620.576904
	Iteration 20F: 3 clusters Score -6597388 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -6597440.500000 Penalty: 3620.576904
	Iteration 21Q: 3 clusters Score -6597440 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -6597494.000000 Penalty: 3620.576904
	Iteration 22Q: 3 clusters Score -6597494 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -6597533.500000 Penalty: 3620.576904
	Iteration 23Q: 3 clusters Score -6597534 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -6597594.500000 Penalty: 3620.576904
	Iteration 24Q: 3 clusters Score -6597594 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -6597624.500000 Penalty: 3620.576904
	Iteration 25Q: 3 clusters Score -6597624 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -6597682.000000 Penalty: 3620.576904
	Iteration 26Q: 3 clusters Score -6597682 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -6597710.500000 Penalty: 3620.576904
	Iteration 27Q: 3 clusters Score -6597710 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -6597759.500000 Penalty: 3620.576904
	Iteration 28Q: 3 clusters Score -6597760 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -6597817.500000 Penalty: 3620.576904
	Iteration 29Q: 3 clusters Score -6597818 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -6597851.000000 Penalty: 3620.576904
	Iteration 30Q: 3 clusters Score -6597851 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -6597885.000000 Penalty: 3620.576904
	Iteration 31Q: 3 clusters Score -6597885 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -6597945.000000 Penalty: 3620.576904
	Iteration 32Q: 3 clusters Score -6597945 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -6597977.500000 Penalty: 3620.576904
	Iteration 33Q: 3 clusters Score -6597978 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -6598016.500000 Penalty: 3620.576904
	Iteration 34Q: 3 clusters Score -6598016 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -6598069.000000 Penalty: 3620.576904
	Iteration 35Q: 3 clusters Score -6598069 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -6598104.000000 Penalty: 3620.576904
	Iteration 36Q: 3 clusters Score -6598104 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -6598175.500000 Penalty: 3620.576904
	Iteration 37Q: 3 clusters Score -6598176 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -6598281.000000 Penalty: 3620.576904
	Iteration 38Q: 3 clusters Score -6598281 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -6598376.000000 Penalty: 3620.576904
	Iteration 39Q: 3 clusters Score -6598376 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -6598465.500000 Penalty: 3620.576904
	Iteration 40F: 3 clusters Score -6598466 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -6598550.000000 Penalty: 3620.576904
	Iteration 41Q: 3 clusters Score -6598550 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -6598652.000000 Penalty: 3620.576904
	Iteration 42Q: 3 clusters Score -6598652 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -6598792.000000 Penalty: 3620.576904
	Iteration 43Q: 3 clusters Score -6598792 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -6598987.000000 Penalty: 3620.576904
	Iteration 44Q: 3 clusters Score -6598987 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -6599278.500000 Penalty: 3620.576904
	Iteration 45Q: 3 clusters Score -6599278 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -6599528.000000 Penalty: 3620.576904
	Iteration 46Q: 3 clusters Score -6599528 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -6599833.000000 Penalty: 3620.576904
	Iteration 47Q: 3 clusters Score -6599833 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -6600217.500000 Penalty: 3620.576904
	Iteration 48Q: 3 clusters Score -6600218 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -6600652.500000 Penalty: 3620.576904
	Iteration 49Q: 3 clusters Score -6600652 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -6601155.000000 Penalty: 3620.576904
	Iteration 50Q: 3 clusters Score -6601155 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -6601727.000000 Penalty: 3620.576904
	Iteration 51Q: 3 clusters Score -6601727 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -6602354.000000 Penalty: 3620.576904
	Iteration 52Q: 3 clusters Score -6602354 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -6603001.500000 Penalty: 3620.576904
	Iteration 53Q: 3 clusters Score -6603002 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -6603731.500000 Penalty: 3620.576904
	Iteration 54Q: 3 clusters Score -6603732 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -6604371.000000 Penalty: 3620.576904
	Iteration 55Q: 3 clusters Score -6604371 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -6605002.500000 Penalty: 3620.576904
	Iteration 56Q: 3 clusters Score -6605002 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -6605684.000000 Penalty: 3620.576904
	Iteration 57Q: 3 clusters Score -6605684 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -6606341.500000 Penalty: 3620.576904
	Iteration 58Q: 3 clusters Score -6606342 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -6606907.500000 Penalty: 3620.576904
	Iteration 59Q: 3 clusters Score -6606908 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6607323.000000 Penalty: 3620.576904
	Iteration 60F: 3 clusters Score -6607323 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6607602.000000 Penalty: 3620.576904
	Iteration 61Q: 3 clusters Score -6607602 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6607812.000000 Penalty: 3620.576904
	Iteration 62Q: 3 clusters Score -6607812 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67861 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6607938.500000 Penalty: 3620.576904
	Iteration 63Q: 3 clusters Score -6607938 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6608033.000000 Penalty: 3620.576904
	Iteration 64Q: 3 clusters Score -6608033 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6608102.000000 Penalty: 3620.576904
	Iteration 65Q: 3 clusters Score -6608102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6608132.500000 Penalty: 3620.576904
	Iteration 66Q: 3 clusters Score -6608132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6608157.000000 Penalty: 3620.576904
	Iteration 67Q: 3 clusters Score -6608157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6608186.000000 Penalty: 3620.576904
	Iteration 68Q: 3 clusters Score -6608186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68288 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6608207.000000 Penalty: 3620.576904
	Iteration 69Q: 3 clusters Score -6608207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6608215.000000 Penalty: 3620.576904
	Iteration 70Q: 3 clusters Score -6608215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6608225.000000 Penalty: 3620.576904
	Iteration 71Q: 3 clusters Score -6608225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6608221.500000 Penalty: 3620.576904
	Iteration 72Q: 3 clusters Score -6608222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6608225.000000 Penalty: 3620.576904
	Iteration 73Q: 3 clusters Score -6608225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6608225.500000 Penalty: 3620.576904
	Iteration 74Q: 3 clusters Score -6608226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6608225.500000 Penalty: 3620.576904
	Iteration 75Q: 3 clusters Score -6608226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6608221.500000 Penalty: 3620.576904
	Iteration 76Q: 3 clusters Score -6608222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6608226.000000 Penalty: 3620.576904
	Iteration 77Q: 3 clusters Score -6608226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6608231.500000 Penalty: 3620.576904
	Iteration 78Q: 3 clusters Score -6608232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6608230.000000 Penalty: 3620.576904
	Iteration 79Q: 3 clusters Score -6608230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6608236.500000 Penalty: 3620.576904
	Iteration 80F: 3 clusters Score -6608236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6608235.500000 Penalty: 3620.576904
	Iteration 81Q: 3 clusters Score -6608236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6608239.500000 Penalty: 3620.576904
	Iteration 82Q: 3 clusters Score -6608240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6608234.000000 Penalty: 3620.576904
	Iteration 83Q: 3 clusters Score -6608234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6608235.500000 Penalty: 3620.576904
	Iteration 84Q: 3 clusters Score -6608236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6608239.000000 Penalty: 3620.576904
	Iteration 85Q: 3 clusters Score -6608239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6608238.000000 Penalty: 3620.576904
	Iteration 86Q: 3 clusters Score -6608238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6608242.500000 Penalty: 3620.576904
	Iteration 87Q: 3 clusters Score -6608242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6608251.000000 Penalty: 3620.576904
	Iteration 88Q: 3 clusters Score -6608251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6608247.000000 Penalty: 3620.576904
	Iteration 89Q: 3 clusters Score -6608247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6608248.000000 Penalty: 3620.576904
	Iteration 90Q: 3 clusters Score -6608248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6608245.500000 Penalty: 3620.576904
	Iteration 91Q: 3 clusters Score -6608246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6608244.000000 Penalty: 3620.576904
	Iteration 92Q: 3 clusters Score -6608244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6608244.000000 Penalty: 3620.576904
	Iteration 93F: 3 clusters Score -6608244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Entering Unmasked Estep 
Score: -514460.437500 Penalty: 1393.113525
	Iteration 0F: 2 clusters Score -514460.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -510292.750000 Penalty: 2786.227051
	Iteration 0F: 3 clusters Score -510292.8 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -511428.375000 Penalty: 2786.227051
	Iteration 1F: 3 clusters Score -511428.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -511595.250000 Penalty: 2786.227051
	Iteration 2F: 3 clusters Score -511595.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -511735.843750 Penalty: 2786.227051
	Iteration 3F: 3 clusters Score -511735.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -511828.656250 Penalty: 2786.227051
	Iteration 4Q: 3 clusters Score -511828.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -511909.156250 Penalty: 2786.227051
	Iteration 5Q: 3 clusters Score -511909.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -511977.093750 Penalty: 2786.227051
	Iteration 6Q: 3 clusters Score -511977.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -512019.625000 Penalty: 2786.227051
	Iteration 7Q: 3 clusters Score -512019.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -512062.843750 Penalty: 2786.227051
	Iteration 8Q: 3 clusters Score -512062.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -512104.812500 Penalty: 2786.227051
	Iteration 9Q: 3 clusters Score -512104.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -512145.750000 Penalty: 2786.227051
	Iteration 10Q: 3 clusters Score -512145.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -512197.687500 Penalty: 2786.227051
	Iteration 11Q: 3 clusters Score -512197.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -512248.500000 Penalty: 2786.227051
	Iteration 12Q: 3 clusters Score -512248.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -512297.468750 Penalty: 2786.227051
	Iteration 13Q: 3 clusters Score -512297.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -512349.125000 Penalty: 2786.227051
	Iteration 14Q: 3 clusters Score -512349.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -512414.531250 Penalty: 2786.227051
	Iteration 15Q: 3 clusters Score -512414.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -512472.093750 Penalty: 2786.227051
	Iteration 16Q: 3 clusters Score -512472.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -512508.218750 Penalty: 2786.227051
	Iteration 17Q: 3 clusters Score -512508.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -512543.375000 Penalty: 2786.227051
	Iteration 18Q: 3 clusters Score -512543.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -512572.968750 Penalty: 2786.227051
	Iteration 19Q: 3 clusters Score -512573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -512596.531250 Penalty: 2786.227051
	Iteration 20F: 3 clusters Score -512596.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -512618.625000 Penalty: 2786.227051
	Iteration 21Q: 3 clusters Score -512618.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -512637.250000 Penalty: 2786.227051
	Iteration 22Q: 3 clusters Score -512637.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -512656.656250 Penalty: 2786.227051
	Iteration 23Q: 3 clusters Score -512656.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -512670.000000 Penalty: 2786.227051
	Iteration 24Q: 3 clusters Score -512670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -512684.937500 Penalty: 2786.227051
	Iteration 25Q: 3 clusters Score -512684.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -512701.875000 Penalty: 2786.227051
	Iteration 26Q: 3 clusters Score -512701.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -512719.812500 Penalty: 2786.227051
	Iteration 27Q: 3 clusters Score -512719.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -512733.968750 Penalty: 2786.227051
	Iteration 28Q: 3 clusters Score -512734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -512742.937500 Penalty: 2786.227051
	Iteration 29Q: 3 clusters Score -512742.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -512753.468750 Penalty: 2786.227051
	Iteration 30Q: 3 clusters Score -512753.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -512763.500000 Penalty: 2786.227051
	Iteration 31Q: 3 clusters Score -512763.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -512774.468750 Penalty: 2786.227051
	Iteration 32Q: 3 clusters Score -512774.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -512786.843750 Penalty: 2786.227051
	Iteration 33Q: 3 clusters Score -512786.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -512799.375000 Penalty: 2786.227051
	Iteration 34Q: 3 clusters Score -512799.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -512811.718750 Penalty: 2786.227051
	Iteration 35Q: 3 clusters Score -512811.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -512826.218750 Penalty: 2786.227051
	Iteration 36Q: 3 clusters Score -512826.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -512835.468750 Penalty: 2786.227051
	Iteration 37Q: 3 clusters Score -512835.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -512843.906250 Penalty: 2786.227051
	Iteration 38Q: 3 clusters Score -512843.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -512853.781250 Penalty: 2786.227051
	Iteration 39Q: 3 clusters Score -512853.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -512868.375000 Penalty: 2786.227051
	Iteration 40F: 3 clusters Score -512868.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -512883.218750 Penalty: 2786.227051
	Iteration 41Q: 3 clusters Score -512883.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -512896.406250 Penalty: 2786.227051
	Iteration 42Q: 3 clusters Score -512896.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -512906.625000 Penalty: 2786.227051
	Iteration 43Q: 3 clusters Score -512906.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -512916.281250 Penalty: 2786.227051
	Iteration 44Q: 3 clusters Score -512916.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -512925.812500 Penalty: 2786.227051
	Iteration 45Q: 3 clusters Score -512925.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -512932.500000 Penalty: 2786.227051
	Iteration 46Q: 3 clusters Score -512932.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -512942.437500 Penalty: 2786.227051
	Iteration 47Q: 3 clusters Score -512942.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -512950.562500 Penalty: 2786.227051
	Iteration 48Q: 3 clusters Score -512950.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -512957.750000 Penalty: 2786.227051
	Iteration 49Q: 3 clusters Score -512957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -512963.593750 Penalty: 2786.227051
	Iteration 50Q: 3 clusters Score -512963.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -512966.281250 Penalty: 2786.227051
	Iteration 51Q: 3 clusters Score -512966.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -512969.656250 Penalty: 2786.227051
	Iteration 52Q: 3 clusters Score -512969.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -512973.625000 Penalty: 2786.227051
	Iteration 53Q: 3 clusters Score -512973.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -512978.968750 Penalty: 2786.227051
	Iteration 54Q: 3 clusters Score -512979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -512984.031250 Penalty: 2786.227051
	Iteration 55Q: 3 clusters Score -512984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -512997.562500 Penalty: 2786.227051
	Iteration 56Q: 3 clusters Score -512997.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -513011.937500 Penalty: 2786.227051
	Iteration 57Q: 3 clusters Score -513011.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -513028.156250 Penalty: 2786.227051
	Iteration 58Q: 3 clusters Score -513028.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -513040.750000 Penalty: 2786.227051
	Iteration 59Q: 3 clusters Score -513040.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -513046.656250 Penalty: 2786.227051
	Iteration 60F: 3 clusters Score -513046.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -513054.468750 Penalty: 2786.227051
	Iteration 61Q: 3 clusters Score -513054.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -513061.093750 Penalty: 2786.227051
	Iteration 62Q: 3 clusters Score -513061.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -513067.406250 Penalty: 2786.227051
	Iteration 63Q: 3 clusters Score -513067.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -513072.406250 Penalty: 2786.227051
	Iteration 64Q: 3 clusters Score -513072.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -513079.343750 Penalty: 2786.227051
	Iteration 65Q: 3 clusters Score -513079.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -513087.656250 Penalty: 2786.227051
	Iteration 66Q: 3 clusters Score -513087.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -513093.718750 Penalty: 2786.227051
	Iteration 67Q: 3 clusters Score -513093.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -513103.093750 Penalty: 2786.227051
	Iteration 68Q: 3 clusters Score -513103.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -513114.375000 Penalty: 2786.227051
	Iteration 69Q: 3 clusters Score -513114.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -513124.906250 Penalty: 2786.227051
	Iteration 70Q: 3 clusters Score -513124.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -513131.625000 Penalty: 2786.227051
	Iteration 71Q: 3 clusters Score -513131.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -513138.218750 Penalty: 2786.227051
	Iteration 72Q: 3 clusters Score -513138.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -513142.781250 Penalty: 2786.227051
	Iteration 73Q: 3 clusters Score -513142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -513145.437500 Penalty: 2786.227051
	Iteration 74Q: 3 clusters Score -513145.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -513148.250000 Penalty: 2786.227051
	Iteration 75Q: 3 clusters Score -513148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -513150.718750 Penalty: 2786.227051
	Iteration 76Q: 3 clusters Score -513150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -513151.843750 Penalty: 2786.227051
	Iteration 77Q: 3 clusters Score -513151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -513154.531250 Penalty: 2786.227051
	Iteration 78Q: 3 clusters Score -513154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -513155.500000 Penalty: 2786.227051
	Iteration 79Q: 3 clusters Score -513155.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -513157.625000 Penalty: 2786.227051
	Iteration 80F: 3 clusters Score -513157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -513161.468750 Penalty: 2786.227051
	Iteration 81Q: 3 clusters Score -513161.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -513163.656250 Penalty: 2786.227051
	Iteration 82Q: 3 clusters Score -513163.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -513165.375000 Penalty: 2786.227051
	Iteration 83Q: 3 clusters Score -513165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -513166.656250 Penalty: 2786.227051
	Iteration 84Q: 3 clusters Score -513166.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -513166.781250 Penalty: 2786.227051
	Iteration 85Q: 3 clusters Score -513166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -513167.843750 Penalty: 2786.227051
	Iteration 86Q: 3 clusters Score -513167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -513170.875000 Penalty: 2786.227051
	Iteration 87Q: 3 clusters Score -513170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -513171.687500 Penalty: 2786.227051
	Iteration 88Q: 3 clusters Score -513171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -513172.406250 Penalty: 2786.227051
	Iteration 89Q: 3 clusters Score -513172.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -513172.406250 Penalty: 2786.227051
	Iteration 90F: 3 clusters Score -513172.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Entering Unmasked Estep 
Score: -1950125.250000 Penalty: 1610.103027
	Iteration 0F: 2 clusters Score -1950125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1936335.750000 Penalty: 3220.206055
	Iteration 0F: 3 clusters Score -1936336 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1941334.000000 Penalty: 3220.206055
	Iteration 1F: 3 clusters Score -1941334 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1941691.000000 Penalty: 3220.206055
	Iteration 2Q: 3 clusters Score -1941691 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1942035.500000 Penalty: 3220.206055
	Iteration 3Q: 3 clusters Score -1942036 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1942471.500000 Penalty: 3220.206055
	Iteration 4Q: 3 clusters Score -1942472 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1943017.000000 Penalty: 3220.206055
	Iteration 5F: 3 clusters Score -1943017 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1943777.000000 Penalty: 3220.206055
	Iteration 6F: 3 clusters Score -1943777 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1944731.125000 Penalty: 3220.206055
	Iteration 7F: 3 clusters Score -1944731 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -1945766.375000 Penalty: 3220.206055
	Iteration 8F: 3 clusters Score -1945766 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1946796.000000 Penalty: 3220.206055
	Iteration 9F: 3 clusters Score -1946796 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1947653.875000 Penalty: 3220.206055
	Iteration 10Q: 3 clusters Score -1947654 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -1948130.375000 Penalty: 3220.206055
	Iteration 11Q: 3 clusters Score -1948130 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1948360.875000 Penalty: 3220.206055
	Iteration 12Q: 3 clusters Score -1948361 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1948500.125000 Penalty: 3220.206055
	Iteration 13Q: 3 clusters Score -1948500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -1948579.250000 Penalty: 3220.206055
	Iteration 14Q: 3 clusters Score -1948579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -1948630.125000 Penalty: 3220.206055
	Iteration 15Q: 3 clusters Score -1948630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1948654.000000 Penalty: 3220.206055
	Iteration 16Q: 3 clusters Score -1948654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1948669.125000 Penalty: 3220.206055
	Iteration 17Q: 3 clusters Score -1948669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1948681.375000 Penalty: 3220.206055
	Iteration 18Q: 3 clusters Score -1948681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -1948686.500000 Penalty: 3220.206055
	Iteration 19Q: 3 clusters Score -1948686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1948687.750000 Penalty: 3220.206055
	Iteration 20F: 3 clusters Score -1948688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -1948691.875000 Penalty: 3220.206055
	Iteration 21Q: 3 clusters Score -1948692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1948698.375000 Penalty: 3220.206055
	Iteration 22Q: 3 clusters Score -1948698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -1948702.125000 Penalty: 3220.206055
	Iteration 23Q: 3 clusters Score -1948702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1948703.625000 Penalty: 3220.206055
	Iteration 24Q: 3 clusters Score -1948704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1948703.625000 Penalty: 3220.206055
	Iteration 25F: 3 clusters Score -1948704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Entering Unmasked Estep 
Score: -4343424.500000 Penalty: 1740.933960
	Iteration 0F: 2 clusters Score -4343424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -4313176.500000 Penalty: 3481.867920
	Iteration 0F: 3 clusters Score -4313176 nChanged 21054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -4325100.000000 Penalty: 3481.867920
	Iteration 1F: 3 clusters Score -4325100 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4325770.500000 Penalty: 3481.867920
	Iteration 2Q: 3 clusters Score -4325770 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -4326615.500000 Penalty: 3481.867920
	Iteration 3Q: 3 clusters Score -4326616 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4327931.500000 Penalty: 3481.867920
	Iteration 4F: 3 clusters Score -4327932 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4329707.500000 Penalty: 3481.867920
	Iteration 5F: 3 clusters Score -4329708 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4331838.500000 Penalty: 3481.867920
	Iteration 6F: 3 clusters Score -4331838 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -4334217.500000 Penalty: 3481.867920
	Iteration 7F: 3 clusters Score -4334218 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -4336417.500000 Penalty: 3481.867920
	Iteration 8F: 3 clusters Score -4336418 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -4338013.500000 Penalty: 3481.867920
	Iteration 9Q: 3 clusters Score -4338014 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -4339091.000000 Penalty: 3481.867920
	Iteration 10Q: 3 clusters Score -4339091 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -4339901.000000 Penalty: 3481.867920
	Iteration 11Q: 3 clusters Score -4339901 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -4340518.000000 Penalty: 3481.867920
	Iteration 12Q: 3 clusters Score -4340518 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -4341044.000000 Penalty: 3481.867920
	Iteration 13Q: 3 clusters Score -4341044 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -4341453.000000 Penalty: 3481.867920
	Iteration 14Q: 3 clusters Score -4341453 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4341762.500000 Penalty: 3481.867920
	Iteration 15Q: 3 clusters Score -4341762 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -4341986.500000 Penalty: 3481.867920
	Iteration 16Q: 3 clusters Score -4341986 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4342136.000000 Penalty: 3481.867920
	Iteration 17Q: 3 clusters Score -4342136 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4342215.500000 Penalty: 3481.867920
	Iteration 18Q: 3 clusters Score -4342216 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4342296.500000 Penalty: 3481.867920
	Iteration 19Q: 3 clusters Score -4342296 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -4342353.000000 Penalty: 3481.867920
	Iteration 20F: 3 clusters Score -4342353 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -4342396.000000 Penalty: 3481.867920
	Iteration 21Q: 3 clusters Score -4342396 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4342440.500000 Penalty: 3481.867920
	Iteration 22Q: 3 clusters Score -4342440 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4342457.500000 Penalty: 3481.867920
	Iteration 23Q: 3 clusters Score -4342458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4342460.000000 Penalty: 3481.867920
	Iteration 24Q: 3 clusters Score -4342460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4342473.500000 Penalty: 3481.867920
	Iteration 25Q: 3 clusters Score -4342474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4342490.500000 Penalty: 3481.867920
	Iteration 26Q: 3 clusters Score -4342490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4342511.500000 Penalty: 3481.867920
	Iteration 27Q: 3 clusters Score -4342512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4342522.000000 Penalty: 3481.867920
	Iteration 28Q: 3 clusters Score -4342522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4342519.500000 Penalty: 3481.867920
	Iteration 29Q: 3 clusters Score -4342520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4342536.500000 Penalty: 3481.867920
	Iteration 30Q: 3 clusters Score -4342536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4342543.500000 Penalty: 3481.867920
	Iteration 31Q: 3 clusters Score -4342544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4342546.000000 Penalty: 3481.867920
	Iteration 32Q: 3 clusters Score -4342546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4342544.000000 Penalty: 3481.867920
	Iteration 33Q: 3 clusters Score -4342544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4342549.000000 Penalty: 3481.867920
	Iteration 34Q: 3 clusters Score -4342549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4342547.000000 Penalty: 3481.867920
	Iteration 35Q: 3 clusters Score -4342547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4342548.000000 Penalty: 3481.867920
	Iteration 36Q: 3 clusters Score -4342548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4342545.000000 Penalty: 3481.867920
	Iteration 37Q: 3 clusters Score -4342545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4342544.000000 Penalty: 3481.867920
	Iteration 38Q: 3 clusters Score -4342544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4342550.500000 Penalty: 3481.867920
	Iteration 39Q: 3 clusters Score -4342550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4342547.500000 Penalty: 3481.867920
	Iteration 40F: 3 clusters Score -4342548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4342548.500000 Penalty: 3481.867920
	Iteration 41Q: 3 clusters Score -4342548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4342545.000000 Penalty: 3481.867920
	Iteration 42Q: 3 clusters Score -4342545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4342542.500000 Penalty: 3481.867920
	Iteration 43Q: 3 clusters Score -4342542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4342544.500000 Penalty: 3481.867920
	Iteration 44Q: 3 clusters Score -4342544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4342543.500000 Penalty: 3481.867920
	Iteration 45Q: 3 clusters Score -4342544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4342544.500000 Penalty: 3481.867920
	Iteration 46Q: 3 clusters Score -4342544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4342545.000000 Penalty: 3481.867920
	Iteration 47Q: 3 clusters Score -4342545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4342544.500000 Penalty: 3481.867920
	Iteration 48Q: 3 clusters Score -4342544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4342545.000000 Penalty: 3481.867920
	Iteration 49Q: 3 clusters Score -4342545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4342544.500000 Penalty: 3481.867920
	Iteration 50Q: 3 clusters Score -4342544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4342544.500000 Penalty: 3481.867920
	Iteration 51Q: 3 clusters Score -4342544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4342548.000000 Penalty: 3481.867920
	Iteration 52Q: 3 clusters Score -4342548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4342547.500000 Penalty: 3481.867920
	Iteration 53Q: 3 clusters Score -4342548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4342549.000000 Penalty: 3481.867920
	Iteration 54Q: 3 clusters Score -4342549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4342549.000000 Penalty: 3481.867920
	Iteration 55F: 3 clusters Score -4342549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Entering Unmasked Estep 
Score: -350223.218750 Penalty: 1335.552979
	Iteration 0F: 2 clusters Score -350223.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -347052.406250 Penalty: 2671.105957
	Iteration 0F: 3 clusters Score -347052.4 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -347877.187500 Penalty: 2671.105957
	Iteration 1F: 3 clusters Score -347877.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -348075.000000 Penalty: 2671.105957
	Iteration 2F: 3 clusters Score -348075 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -348240.937500 Penalty: 2671.105957
	Iteration 3F: 3 clusters Score -348240.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -348394.312500 Penalty: 2671.105957
	Iteration 4Q: 3 clusters Score -348394.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -348559.500000 Penalty: 2671.105957
	Iteration 5Q: 3 clusters Score -348559.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -348723.187500 Penalty: 2671.105957
	Iteration 6Q: 3 clusters Score -348723.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -348882.125000 Penalty: 2671.105957
	Iteration 7Q: 3 clusters Score -348882.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -349013.000000 Penalty: 2671.105957
	Iteration 8Q: 3 clusters Score -349013 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -349128.187500 Penalty: 2671.105957
	Iteration 9Q: 3 clusters Score -349128.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -349207.031250 Penalty: 2671.105957
	Iteration 10Q: 3 clusters Score -349207 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -349283.031250 Penalty: 2671.105957
	Iteration 11Q: 3 clusters Score -349283 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -349352.093750 Penalty: 2671.105957
	Iteration 12Q: 3 clusters Score -349352.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -349410.312500 Penalty: 2671.105957
	Iteration 13Q: 3 clusters Score -349410.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -349447.312500 Penalty: 2671.105957
	Iteration 14Q: 3 clusters Score -349447.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -349461.593750 Penalty: 2671.105957
	Iteration 15Q: 3 clusters Score -349461.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -349473.031250 Penalty: 2671.105957
	Iteration 16Q: 3 clusters Score -349473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -349486.812500 Penalty: 2671.105957
	Iteration 17Q: 3 clusters Score -349486.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -349499.312500 Penalty: 2671.105957
	Iteration 18Q: 3 clusters Score -349499.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -349509.187500 Penalty: 2671.105957
	Iteration 19Q: 3 clusters Score -349509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -349513.406250 Penalty: 2671.105957
	Iteration 20F: 3 clusters Score -349513.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -349519.406250 Penalty: 2671.105957
	Iteration 21Q: 3 clusters Score -349519.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -349525.312500 Penalty: 2671.105957
	Iteration 22Q: 3 clusters Score -349525.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -349530.156250 Penalty: 2671.105957
	Iteration 23Q: 3 clusters Score -349530.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -349533.500000 Penalty: 2671.105957
	Iteration 24Q: 3 clusters Score -349533.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -349537.906250 Penalty: 2671.105957
	Iteration 25Q: 3 clusters Score -349537.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -349542.500000 Penalty: 2671.105957
	Iteration 26Q: 3 clusters Score -349542.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -349551.843750 Penalty: 2671.105957
	Iteration 27Q: 3 clusters Score -349551.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -349567.468750 Penalty: 2671.105957
	Iteration 28Q: 3 clusters Score -349567.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -349577.218750 Penalty: 2671.105957
	Iteration 29Q: 3 clusters Score -349577.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -349589.343750 Penalty: 2671.105957
	Iteration 30Q: 3 clusters Score -349589.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -349597.812500 Penalty: 2671.105957
	Iteration 31Q: 3 clusters Score -349597.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -349604.093750 Penalty: 2671.105957
	Iteration 32Q: 3 clusters Score -349604.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -349608.906250 Penalty: 2671.105957
	Iteration 33Q: 3 clusters Score -349608.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -349611.468750 Penalty: 2671.105957
	Iteration 34Q: 3 clusters Score -349611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -349613.093750 Penalty: 2671.105957
	Iteration 35Q: 3 clusters Score -349613.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -349613.000000 Penalty: 2671.105957
	Iteration 36Q: 3 clusters Score -349613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -349613.468750 Penalty: 2671.105957
	Iteration 37Q: 3 clusters Score -349613.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -349615.125000 Penalty: 2671.105957
	Iteration 38F: 3 clusters Score -349615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -349617.718750 Penalty: 2671.105957
	Iteration 39Q: 3 clusters Score -349617.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -349622.437500 Penalty: 2671.105957
	Iteration 40F: 3 clusters Score -349622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -349626.187500 Penalty: 2671.105957
	Iteration 41Q: 3 clusters Score -349626.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -349631.562500 Penalty: 2671.105957
	Iteration 42Q: 3 clusters Score -349631.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -349635.343750 Penalty: 2671.105957
	Iteration 43Q: 3 clusters Score -349635.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -349636.406250 Penalty: 2671.105957
	Iteration 44Q: 3 clusters Score -349636.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -349638.031250 Penalty: 2671.105957
	Iteration 45Q: 3 clusters Score -349638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -349638.218750 Penalty: 2671.105957
	Iteration 46Q: 3 clusters Score -349638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -349638.656250 Penalty: 2671.105957
	Iteration 47Q: 3 clusters Score -349638.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -349638.656250 Penalty: 2671.105957
	Iteration 48F: 3 clusters Score -349638.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Entering Unmasked Estep 
Score: -1892706.875000 Penalty: 1607.215088
	Iteration 0F: 2 clusters Score -1892707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1879228.250000 Penalty: 3214.430176
	Iteration 0F: 3 clusters Score -1879228 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1884028.375000 Penalty: 3214.430176
	Iteration 1F: 3 clusters Score -1884028 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1884379.375000 Penalty: 3214.430176
	Iteration 2Q: 3 clusters Score -1884379 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1884792.500000 Penalty: 3214.430176
	Iteration 3Q: 3 clusters Score -1884792 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1885289.375000 Penalty: 3214.430176
	Iteration 4Q: 3 clusters Score -1885289 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1885840.875000 Penalty: 3214.430176
	Iteration 5F: 3 clusters Score -1885841 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1886386.375000 Penalty: 3214.430176
	Iteration 6F: 3 clusters Score -1886386 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1886881.000000 Penalty: 3214.430176
	Iteration 7F: 3 clusters Score -1886881 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1887414.250000 Penalty: 3214.430176
	Iteration 8Q: 3 clusters Score -1887414 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1887941.875000 Penalty: 3214.430176
	Iteration 9Q: 3 clusters Score -1887942 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1888568.625000 Penalty: 3214.430176
	Iteration 10Q: 3 clusters Score -1888569 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1889172.750000 Penalty: 3214.430176
	Iteration 11Q: 3 clusters Score -1889173 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1889749.500000 Penalty: 3214.430176
	Iteration 12Q: 3 clusters Score -1889750 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1890255.875000 Penalty: 3214.430176
	Iteration 13Q: 3 clusters Score -1890256 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1890600.000000 Penalty: 3214.430176
	Iteration 14Q: 3 clusters Score -1890600 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1890850.500000 Penalty: 3214.430176
	Iteration 15Q: 3 clusters Score -1890850 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1891071.250000 Penalty: 3214.430176
	Iteration 16Q: 3 clusters Score -1891071 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1891302.000000 Penalty: 3214.430176
	Iteration 17Q: 3 clusters Score -1891302 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1891537.875000 Penalty: 3214.430176
	Iteration 18Q: 3 clusters Score -1891538 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1891808.000000 Penalty: 3214.430176
	Iteration 19Q: 3 clusters Score -1891808 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1892100.500000 Penalty: 3214.430176
	Iteration 20F: 3 clusters Score -1892100 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1892362.000000 Penalty: 3214.430176
	Iteration 21Q: 3 clusters Score -1892362 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1892555.250000 Penalty: 3214.430176
	Iteration 22Q: 3 clusters Score -1892555 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1892690.750000 Penalty: 3214.430176
	Iteration 23Q: 3 clusters Score -1892691 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1892779.000000 Penalty: 3214.430176
	Iteration 24Q: 3 clusters Score -1892779 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1892836.000000 Penalty: 3214.430176
	Iteration 25Q: 3 clusters Score -1892836 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1892874.125000 Penalty: 3214.430176
	Iteration 26Q: 3 clusters Score -1892874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1892894.375000 Penalty: 3214.430176
	Iteration 27Q: 3 clusters Score -1892894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1892916.000000 Penalty: 3214.430176
	Iteration 28Q: 3 clusters Score -1892916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1892928.125000 Penalty: 3214.430176
	Iteration 29Q: 3 clusters Score -1892928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1892931.625000 Penalty: 3214.430176
	Iteration 30Q: 3 clusters Score -1892932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1892939.000000 Penalty: 3214.430176
	Iteration 31Q: 3 clusters Score -1892939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1892951.125000 Penalty: 3214.430176
	Iteration 32Q: 3 clusters Score -1892951 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1892956.000000 Penalty: 3214.430176
	Iteration 33Q: 3 clusters Score -1892956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1892958.500000 Penalty: 3214.430176
	Iteration 34Q: 3 clusters Score -1892958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1892965.250000 Penalty: 3214.430176
	Iteration 35Q: 3 clusters Score -1892965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1892965.750000 Penalty: 3214.430176
	Iteration 36Q: 3 clusters Score -1892966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1892973.125000 Penalty: 3214.430176
	Iteration 37Q: 3 clusters Score -1892973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1892981.500000 Penalty: 3214.430176
	Iteration 38Q: 3 clusters Score -1892982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1892982.875000 Penalty: 3214.430176
	Iteration 39Q: 3 clusters Score -1892983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1892986.625000 Penalty: 3214.430176
	Iteration 40F: 3 clusters Score -1892987 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1892986.625000 Penalty: 3214.430176
	Iteration 41Q: 3 clusters Score -1892987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1892986.375000 Penalty: 3214.430176
	Iteration 42Q: 3 clusters Score -1892986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1892992.000000 Penalty: 3214.430176
	Iteration 43Q: 3 clusters Score -1892992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1893000.000000 Penalty: 3214.430176
	Iteration 44Q: 3 clusters Score -1893000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1893007.875000 Penalty: 3214.430176
	Iteration 45Q: 3 clusters Score -1893008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1893010.000000 Penalty: 3214.430176
	Iteration 46Q: 3 clusters Score -1893010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1893014.000000 Penalty: 3214.430176
	Iteration 47Q: 3 clusters Score -1893014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1893012.250000 Penalty: 3214.430176
	Iteration 48Q: 3 clusters Score -1893012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1893009.750000 Penalty: 3214.430176
	Iteration 49Q: 3 clusters Score -1893010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1893012.000000 Penalty: 3214.430176
	Iteration 50Q: 3 clusters Score -1893012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1893016.125000 Penalty: 3214.430176
	Iteration 51Q: 3 clusters Score -1893016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1893016.375000 Penalty: 3214.430176
	Iteration 52Q: 3 clusters Score -1893016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1893014.500000 Penalty: 3214.430176
	Iteration 53Q: 3 clusters Score -1893014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1893017.125000 Penalty: 3214.430176
	Iteration 54Q: 3 clusters Score -1893017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1893014.125000 Penalty: 3214.430176
	Iteration 55Q: 3 clusters Score -1893014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1893011.750000 Penalty: 3214.430176
	Iteration 56Q: 3 clusters Score -1893012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1893012.750000 Penalty: 3214.430176
	Iteration 57Q: 3 clusters Score -1893013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1893011.625000 Penalty: 3214.430176
	Iteration 58Q: 3 clusters Score -1893012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1893012.375000 Penalty: 3214.430176
	Iteration 59Q: 3 clusters Score -1893012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1893011.125000 Penalty: 3214.430176
	Iteration 60F: 3 clusters Score -1893011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1893013.000000 Penalty: 3214.430176
	Iteration 61Q: 3 clusters Score -1893013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1893015.375000 Penalty: 3214.430176
	Iteration 62Q: 3 clusters Score -1893015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1893015.625000 Penalty: 3214.430176
	Iteration 63Q: 3 clusters Score -1893016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1893015.750000 Penalty: 3214.430176
	Iteration 64Q: 3 clusters Score -1893016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1893015.625000 Penalty: 3214.430176
	Iteration 65Q: 3 clusters Score -1893016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1893015.625000 Penalty: 3214.430176
	Iteration 66F: 3 clusters Score -1893016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 4874 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 123301 members 
Mstep: Class 6 contains 68888 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 20097 members 
Mstep: Class 9 contains 44956 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 11963 members 
Mstep: Class 12 contains 24342 members 
Mstep: Class 13 contains 28497 members 
Mstep: Class 14 contains 24246 members 
Mstep: Class 15 contains 6286 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 19 contains 48892 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4291 members 
Mstep: Class 23 contains 7780 members 
Entering Unmasked Estep 
Score: -44820872.000000 Penalty: 48899.824219
Splitting cluster 11 changes total score from -44819912.000000 to -44820872.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (24342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Entering Unmasked Estep 
Score: -2285111.000000 Penalty: 1641.243286
	Iteration 0F: 2 clusters Score -2285111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2268563.500000 Penalty: 3282.486572
	Iteration 0F: 3 clusters Score -2268564 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2274769.000000 Penalty: 3282.486572
	Iteration 1F: 3 clusters Score -2274769 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2275539.750000 Penalty: 3282.486572
	Iteration 2F: 3 clusters Score -2275540 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2276490.000000 Penalty: 3282.486572
	Iteration 3F: 3 clusters Score -2276490 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2277775.250000 Penalty: 3282.486572
	Iteration 4F: 3 clusters Score -2277775 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2279343.500000 Penalty: 3282.486572
	Iteration 5F: 3 clusters Score -2279344 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2280987.500000 Penalty: 3282.486572
	Iteration 6F: 3 clusters Score -2280988 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2282262.250000 Penalty: 3282.486572
	Iteration 7F: 3 clusters Score -2282262 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2283039.500000 Penalty: 3282.486572
	Iteration 8Q: 3 clusters Score -2283040 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2283366.750000 Penalty: 3282.486572
	Iteration 9Q: 3 clusters Score -2283367 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2283508.250000 Penalty: 3282.486572
	Iteration 10Q: 3 clusters Score -2283508 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2283586.250000 Penalty: 3282.486572
	Iteration 11Q: 3 clusters Score -2283586 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2283626.750000 Penalty: 3282.486572
	Iteration 12Q: 3 clusters Score -2283627 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2283663.500000 Penalty: 3282.486572
	Iteration 13Q: 3 clusters Score -2283664 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2283699.250000 Penalty: 3282.486572
	Iteration 14Q: 3 clusters Score -2283699 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2283731.500000 Penalty: 3282.486572
	Iteration 15Q: 3 clusters Score -2283732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2283753.000000 Penalty: 3282.486572
	Iteration 16Q: 3 clusters Score -2283753 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2283768.750000 Penalty: 3282.486572
	Iteration 17Q: 3 clusters Score -2283769 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2283799.500000 Penalty: 3282.486572
	Iteration 18Q: 3 clusters Score -2283800 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2283834.250000 Penalty: 3282.486572
	Iteration 19Q: 3 clusters Score -2283834 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2283849.750000 Penalty: 3282.486572
	Iteration 20F: 3 clusters Score -2283850 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2283858.250000 Penalty: 3282.486572
	Iteration 21Q: 3 clusters Score -2283858 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2283879.500000 Penalty: 3282.486572
	Iteration 22Q: 3 clusters Score -2283880 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2283907.500000 Penalty: 3282.486572
	Iteration 23Q: 3 clusters Score -2283908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2283941.250000 Penalty: 3282.486572
	Iteration 24Q: 3 clusters Score -2283941 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2283972.250000 Penalty: 3282.486572
	Iteration 25Q: 3 clusters Score -2283972 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2283989.250000 Penalty: 3282.486572
	Iteration 26Q: 3 clusters Score -2283989 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2284010.500000 Penalty: 3282.486572
	Iteration 27Q: 3 clusters Score -2284010 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2284042.750000 Penalty: 3282.486572
	Iteration 28Q: 3 clusters Score -2284043 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2284065.750000 Penalty: 3282.486572
	Iteration 29Q: 3 clusters Score -2284066 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2284089.000000 Penalty: 3282.486572
	Iteration 30Q: 3 clusters Score -2284089 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2284100.750000 Penalty: 3282.486572
	Iteration 31Q: 3 clusters Score -2284101 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2284118.250000 Penalty: 3282.486572
	Iteration 32Q: 3 clusters Score -2284118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2284137.250000 Penalty: 3282.486572
	Iteration 33Q: 3 clusters Score -2284137 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2284144.750000 Penalty: 3282.486572
	Iteration 34Q: 3 clusters Score -2284145 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2284160.250000 Penalty: 3282.486572
	Iteration 35Q: 3 clusters Score -2284160 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2284182.000000 Penalty: 3282.486572
	Iteration 36Q: 3 clusters Score -2284182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2284201.500000 Penalty: 3282.486572
	Iteration 37Q: 3 clusters Score -2284202 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2284221.250000 Penalty: 3282.486572
	Iteration 38Q: 3 clusters Score -2284221 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2284235.000000 Penalty: 3282.486572
	Iteration 39Q: 3 clusters Score -2284235 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2284248.000000 Penalty: 3282.486572
	Iteration 40F: 3 clusters Score -2284248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2284248.000000 Penalty: 3282.486572
	Iteration 41Q: 3 clusters Score -2284248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2284258.250000 Penalty: 3282.486572
	Iteration 42Q: 3 clusters Score -2284258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2284266.000000 Penalty: 3282.486572
	Iteration 43Q: 3 clusters Score -2284266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2284266.000000 Penalty: 3282.486572
	Iteration 44Q: 3 clusters Score -2284266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2284271.750000 Penalty: 3282.486572
	Iteration 45Q: 3 clusters Score -2284272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2284276.000000 Penalty: 3282.486572
	Iteration 46Q: 3 clusters Score -2284276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2284275.750000 Penalty: 3282.486572
	Iteration 47Q: 3 clusters Score -2284276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2284281.000000 Penalty: 3282.486572
	Iteration 48Q: 3 clusters Score -2284281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2284285.250000 Penalty: 3282.486572
	Iteration 49Q: 3 clusters Score -2284285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2284287.750000 Penalty: 3282.486572
	Iteration 50Q: 3 clusters Score -2284288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2284292.250000 Penalty: 3282.486572
	Iteration 51Q: 3 clusters Score -2284292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2284289.000000 Penalty: 3282.486572
	Iteration 52Q: 3 clusters Score -2284289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2284294.750000 Penalty: 3282.486572
	Iteration 53Q: 3 clusters Score -2284295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2284302.750000 Penalty: 3282.486572
	Iteration 54Q: 3 clusters Score -2284303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2284303.500000 Penalty: 3282.486572
	Iteration 55Q: 3 clusters Score -2284304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2284302.000000 Penalty: 3282.486572
	Iteration 56Q: 3 clusters Score -2284302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2284306.000000 Penalty: 3282.486572
	Iteration 57Q: 3 clusters Score -2284306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2284305.750000 Penalty: 3282.486572
	Iteration 58Q: 3 clusters Score -2284306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2284307.000000 Penalty: 3282.486572
	Iteration 59Q: 3 clusters Score -2284307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2284304.250000 Penalty: 3282.486572
	Iteration 60F: 3 clusters Score -2284304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2284304.000000 Penalty: 3282.486572
	Iteration 61Q: 3 clusters Score -2284304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2284305.750000 Penalty: 3282.486572
	Iteration 62Q: 3 clusters Score -2284306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2284315.250000 Penalty: 3282.486572
	Iteration 63Q: 3 clusters Score -2284315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2284315.000000 Penalty: 3282.486572
	Iteration 64Q: 3 clusters Score -2284315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2284319.000000 Penalty: 3282.486572
	Iteration 65Q: 3 clusters Score -2284319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2284319.750000 Penalty: 3282.486572
	Iteration 66Q: 3 clusters Score -2284320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2284320.750000 Penalty: 3282.486572
	Iteration 67Q: 3 clusters Score -2284321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2284318.500000 Penalty: 3282.486572
	Iteration 68Q: 3 clusters Score -2284318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2284322.000000 Penalty: 3282.486572
	Iteration 69Q: 3 clusters Score -2284322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2284318.500000 Penalty: 3282.486572
	Iteration 70Q: 3 clusters Score -2284318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2284321.500000 Penalty: 3282.486572
	Iteration 71Q: 3 clusters Score -2284322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2284320.000000 Penalty: 3282.486572
	Iteration 72Q: 3 clusters Score -2284320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2284320.500000 Penalty: 3282.486572
	Iteration 73Q: 3 clusters Score -2284320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2284318.000000 Penalty: 3282.486572
	Iteration 74Q: 3 clusters Score -2284318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2284314.500000 Penalty: 3282.486572
	Iteration 75Q: 3 clusters Score -2284314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2284319.250000 Penalty: 3282.486572
	Iteration 76Q: 3 clusters Score -2284319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2284322.000000 Penalty: 3282.486572
	Iteration 77Q: 3 clusters Score -2284322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2284327.500000 Penalty: 3282.486572
	Iteration 78Q: 3 clusters Score -2284328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2284326.500000 Penalty: 3282.486572
	Iteration 79Q: 3 clusters Score -2284326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2284328.750000 Penalty: 3282.486572
	Iteration 80F: 3 clusters Score -2284329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2284331.250000 Penalty: 3282.486572
	Iteration 81Q: 3 clusters Score -2284331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2284331.500000 Penalty: 3282.486572
	Iteration 82Q: 3 clusters Score -2284332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2284329.750000 Penalty: 3282.486572
	Iteration 83Q: 3 clusters Score -2284330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2284332.500000 Penalty: 3282.486572
	Iteration 84Q: 3 clusters Score -2284332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2284332.500000 Penalty: 3282.486572
	Iteration 85F: 3 clusters Score -2284332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Entering Unmasked Estep 
Score: -2741827.250000 Penalty: 1666.852539
	Iteration 0F: 2 clusters Score -2741827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2722550.500000 Penalty: 3333.705078
	Iteration 0F: 3 clusters Score -2722550 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2730099.000000 Penalty: 3333.705078
	Iteration 1F: 3 clusters Score -2730099 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2730584.750000 Penalty: 3333.705078
	Iteration 2Q: 3 clusters Score -2730585 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2731315.250000 Penalty: 3333.705078
	Iteration 3Q: 3 clusters Score -2731315 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2732410.000000 Penalty: 3333.705078
	Iteration 4F: 3 clusters Score -2732410 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2734041.000000 Penalty: 3333.705078
	Iteration 5F: 3 clusters Score -2734041 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2736104.250000 Penalty: 3333.705078
	Iteration 6F: 3 clusters Score -2736104 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2738195.250000 Penalty: 3333.705078
	Iteration 7F: 3 clusters Score -2738195 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2739501.000000 Penalty: 3333.705078
	Iteration 8Q: 3 clusters Score -2739501 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2740049.750000 Penalty: 3333.705078
	Iteration 9Q: 3 clusters Score -2740050 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2740249.750000 Penalty: 3333.705078
	Iteration 10Q: 3 clusters Score -2740250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2740340.000000 Penalty: 3333.705078
	Iteration 11Q: 3 clusters Score -2740340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2740391.750000 Penalty: 3333.705078
	Iteration 12Q: 3 clusters Score -2740392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2740418.750000 Penalty: 3333.705078
	Iteration 13Q: 3 clusters Score -2740419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2740434.250000 Penalty: 3333.705078
	Iteration 14Q: 3 clusters Score -2740434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2740445.000000 Penalty: 3333.705078
	Iteration 15Q: 3 clusters Score -2740445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2740448.750000 Penalty: 3333.705078
	Iteration 16Q: 3 clusters Score -2740449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2740452.000000 Penalty: 3333.705078
	Iteration 17Q: 3 clusters Score -2740452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2740453.000000 Penalty: 3333.705078
	Iteration 18Q: 3 clusters Score -2740453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2740463.750000 Penalty: 3333.705078
	Iteration 19Q: 3 clusters Score -2740464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2740466.500000 Penalty: 3333.705078
	Iteration 20F: 3 clusters Score -2740466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2740470.500000 Penalty: 3333.705078
	Iteration 21Q: 3 clusters Score -2740470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2740476.500000 Penalty: 3333.705078
	Iteration 22Q: 3 clusters Score -2740476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2740479.750000 Penalty: 3333.705078
	Iteration 23Q: 3 clusters Score -2740480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2740480.500000 Penalty: 3333.705078
	Iteration 24Q: 3 clusters Score -2740480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2740479.000000 Penalty: 3333.705078
	Iteration 25Q: 3 clusters Score -2740479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2740479.000000 Penalty: 3333.705078
	Iteration 26F: 3 clusters Score -2740479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Entering Unmasked Estep 
Score: -2353179.250000 Penalty: 1640.601196
	Iteration 0F: 2 clusters Score -2353179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2336720.250000 Penalty: 3281.202393
	Iteration 0F: 3 clusters Score -2336720 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2343027.750000 Penalty: 3281.202393
	Iteration 1F: 3 clusters Score -2343028 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2343579.500000 Penalty: 3281.202393
	Iteration 2F: 3 clusters Score -2343580 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2344243.250000 Penalty: 3281.202393
	Iteration 3F: 3 clusters Score -2344243 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2345101.250000 Penalty: 3281.202393
	Iteration 4F: 3 clusters Score -2345101 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2346214.000000 Penalty: 3281.202393
	Iteration 5F: 3 clusters Score -2346214 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2347555.250000 Penalty: 3281.202393
	Iteration 6F: 3 clusters Score -2347555 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2348918.500000 Penalty: 3281.202393
	Iteration 7F: 3 clusters Score -2348918 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2350006.250000 Penalty: 3281.202393
	Iteration 8F: 3 clusters Score -2350006 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2350772.000000 Penalty: 3281.202393
	Iteration 9Q: 3 clusters Score -2350772 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2351267.250000 Penalty: 3281.202393
	Iteration 10Q: 3 clusters Score -2351267 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2351521.750000 Penalty: 3281.202393
	Iteration 11Q: 3 clusters Score -2351522 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2351657.000000 Penalty: 3281.202393
	Iteration 12Q: 3 clusters Score -2351657 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2351732.250000 Penalty: 3281.202393
	Iteration 13Q: 3 clusters Score -2351732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2351777.250000 Penalty: 3281.202393
	Iteration 14Q: 3 clusters Score -2351777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2351802.500000 Penalty: 3281.202393
	Iteration 15Q: 3 clusters Score -2351802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2351819.250000 Penalty: 3281.202393
	Iteration 16Q: 3 clusters Score -2351819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2351835.750000 Penalty: 3281.202393
	Iteration 17Q: 3 clusters Score -2351836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2351850.500000 Penalty: 3281.202393
	Iteration 18Q: 3 clusters Score -2351850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2351858.500000 Penalty: 3281.202393
	Iteration 19Q: 3 clusters Score -2351858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2351876.000000 Penalty: 3281.202393
	Iteration 20F: 3 clusters Score -2351876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2351882.000000 Penalty: 3281.202393
	Iteration 21Q: 3 clusters Score -2351882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2351887.000000 Penalty: 3281.202393
	Iteration 22Q: 3 clusters Score -2351887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2351887.000000 Penalty: 3281.202393
	Iteration 23Q: 3 clusters Score -2351887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2351887.250000 Penalty: 3281.202393
	Iteration 24Q: 3 clusters Score -2351887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2351888.750000 Penalty: 3281.202393
	Iteration 25Q: 3 clusters Score -2351889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2351888.750000 Penalty: 3281.202393
	Iteration 26F: 3 clusters Score -2351889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -533110.625000 Penalty: 1421.238037
	Iteration 0F: 2 clusters Score -533110.6 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 3142 members 
Entering Unmasked Estep 
Score: -528303.187500 Penalty: 2842.476074
	Iteration 0F: 3 clusters Score -528303.2 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -530107.125000 Penalty: 2842.476074
	Iteration 1F: 3 clusters Score -530107.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -530574.875000 Penalty: 2842.476074
	Iteration 2F: 3 clusters Score -530574.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -531063.625000 Penalty: 2842.476074
	Iteration 3F: 3 clusters Score -531063.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -531664.375000 Penalty: 2842.476074
	Iteration 4F: 3 clusters Score -531664.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -532271.500000 Penalty: 2842.476074
	Iteration 5F: 3 clusters Score -532271.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -532795.125000 Penalty: 2842.476074
	Iteration 6F: 3 clusters Score -532795.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -533194.125000 Penalty: 2842.476074
	Iteration 7F: 3 clusters Score -533194.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -533455.375000 Penalty: 2842.476074
	Iteration 8Q: 3 clusters Score -533455.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -533722.062500 Penalty: 2842.476074
	Iteration 9Q: 3 clusters Score -533722.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -533948.187500 Penalty: 2842.476074
	Iteration 10Q: 3 clusters Score -533948.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -534100.312500 Penalty: 2842.476074
	Iteration 11Q: 3 clusters Score -534100.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -534204.000000 Penalty: 2842.476074
	Iteration 12Q: 3 clusters Score -534204 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -534274.875000 Penalty: 2842.476074
	Iteration 13Q: 3 clusters Score -534274.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -534297.875000 Penalty: 2842.476074
	Iteration 14Q: 3 clusters Score -534297.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -534309.437500 Penalty: 2842.476074
	Iteration 15Q: 3 clusters Score -534309.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -534322.750000 Penalty: 2842.476074
	Iteration 16Q: 3 clusters Score -534322.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -534331.687500 Penalty: 2842.476074
	Iteration 17Q: 3 clusters Score -534331.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -534338.312500 Penalty: 2842.476074
	Iteration 18Q: 3 clusters Score -534338.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -534345.500000 Penalty: 2842.476074
	Iteration 19Q: 3 clusters Score -534345.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -534349.875000 Penalty: 2842.476074
	Iteration 20F: 3 clusters Score -534349.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -534351.812500 Penalty: 2842.476074
	Iteration 21Q: 3 clusters Score -534351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -534354.187500 Penalty: 2842.476074
	Iteration 22Q: 3 clusters Score -534354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -534355.187500 Penalty: 2842.476074
	Iteration 23Q: 3 clusters Score -534355.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -534357.750000 Penalty: 2842.476074
	Iteration 24Q: 3 clusters Score -534357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -534358.625000 Penalty: 2842.476074
	Iteration 25Q: 3 clusters Score -534358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -534358.250000 Penalty: 2842.476074
	Iteration 26Q: 3 clusters Score -534358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -534358.625000 Penalty: 2842.476074
	Iteration 27Q: 3 clusters Score -534358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -534359.375000 Penalty: 2842.476074
	Iteration 28Q: 3 clusters Score -534359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -534359.750000 Penalty: 2842.476074
	Iteration 29Q: 3 clusters Score -534359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -534360.312500 Penalty: 2842.476074
	Iteration 30Q: 3 clusters Score -534360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -534360.187500 Penalty: 2842.476074
	Iteration 31Q: 3 clusters Score -534360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -534360.125000 Penalty: 2842.476074
	Iteration 32Q: 3 clusters Score -534360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -534359.812500 Penalty: 2842.476074
	Iteration 33Q: 3 clusters Score -534359.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -534359.812500 Penalty: 2842.476074
	Iteration 34F: 3 clusters Score -534359.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 4874 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 123301 members 
Mstep: Class 6 contains 68888 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 20097 members 
Mstep: Class 9 contains 44956 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 11963 members 
Mstep: Class 12 contains 24342 members 
Mstep: Class 13 contains 28497 members 
Mstep: Class 14 contains 24246 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 19 contains 48892 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4291 members 
Mstep: Class 23 contains 7780 members 
Mstep: Class 24 contains 2551 members 
Entering Unmasked Estep 
Score: -44821444.000000 Penalty: 51025.902344
Splitting cluster 15 changes total score from -44819912.000000 to -44821444.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (14343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Entering Unmasked Estep 
Score: -1358251.000000 Penalty: 1555.290283
	Iteration 0F: 2 clusters Score -1358251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1348239.750000 Penalty: 3110.580566
	Iteration 0F: 3 clusters Score -1348240 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1351857.750000 Penalty: 3110.580566
	Iteration 1F: 3 clusters Score -1351858 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1352591.375000 Penalty: 3110.580566
	Iteration 2F: 3 clusters Score -1352591 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1353641.500000 Penalty: 3110.580566
	Iteration 3F: 3 clusters Score -1353642 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1354921.000000 Penalty: 3110.580566
	Iteration 4F: 3 clusters Score -1354921 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1356211.125000 Penalty: 3110.580566
	Iteration 5F: 3 clusters Score -1356211 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1357088.625000 Penalty: 3110.580566
	Iteration 6F: 3 clusters Score -1357089 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1357624.250000 Penalty: 3110.580566
	Iteration 7F: 3 clusters Score -1357624 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1357967.625000 Penalty: 3110.580566
	Iteration 8Q: 3 clusters Score -1357968 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1358163.875000 Penalty: 3110.580566
	Iteration 9Q: 3 clusters Score -1358164 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1358275.250000 Penalty: 3110.580566
	Iteration 10Q: 3 clusters Score -1358275 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1358365.875000 Penalty: 3110.580566
	Iteration 11Q: 3 clusters Score -1358366 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1358424.125000 Penalty: 3110.580566
	Iteration 12Q: 3 clusters Score -1358424 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1358475.750000 Penalty: 3110.580566
	Iteration 13Q: 3 clusters Score -1358476 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1358513.375000 Penalty: 3110.580566
	Iteration 14Q: 3 clusters Score -1358513 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1358550.500000 Penalty: 3110.580566
	Iteration 15Q: 3 clusters Score -1358550 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1358588.250000 Penalty: 3110.580566
	Iteration 16Q: 3 clusters Score -1358588 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1358618.750000 Penalty: 3110.580566
	Iteration 17Q: 3 clusters Score -1358619 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1358646.750000 Penalty: 3110.580566
	Iteration 18Q: 3 clusters Score -1358647 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1358665.500000 Penalty: 3110.580566
	Iteration 19Q: 3 clusters Score -1358666 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1358685.500000 Penalty: 3110.580566
	Iteration 20F: 3 clusters Score -1358686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1358697.500000 Penalty: 3110.580566
	Iteration 21Q: 3 clusters Score -1358698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1358707.875000 Penalty: 3110.580566
	Iteration 22Q: 3 clusters Score -1358708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1358715.750000 Penalty: 3110.580566
	Iteration 23Q: 3 clusters Score -1358716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1358729.000000 Penalty: 3110.580566
	Iteration 24Q: 3 clusters Score -1358729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1358742.625000 Penalty: 3110.580566
	Iteration 25Q: 3 clusters Score -1358743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1358754.125000 Penalty: 3110.580566
	Iteration 26Q: 3 clusters Score -1358754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1358765.875000 Penalty: 3110.580566
	Iteration 27Q: 3 clusters Score -1358766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1358764.250000 Penalty: 3110.580566
	Iteration 28Q: 3 clusters Score -1358764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1358772.500000 Penalty: 3110.580566
	Iteration 29Q: 3 clusters Score -1358772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1358774.750000 Penalty: 3110.580566
	Iteration 30Q: 3 clusters Score -1358775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1358777.000000 Penalty: 3110.580566
	Iteration 31Q: 3 clusters Score -1358777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1358778.500000 Penalty: 3110.580566
	Iteration 32Q: 3 clusters Score -1358778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1358777.375000 Penalty: 3110.580566
	Iteration 33Q: 3 clusters Score -1358777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1358781.875000 Penalty: 3110.580566
	Iteration 34Q: 3 clusters Score -1358782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1358782.750000 Penalty: 3110.580566
	Iteration 35Q: 3 clusters Score -1358783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1358782.875000 Penalty: 3110.580566
	Iteration 36Q: 3 clusters Score -1358783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1358785.375000 Penalty: 3110.580566
	Iteration 37Q: 3 clusters Score -1358785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1358792.625000 Penalty: 3110.580566
	Iteration 38Q: 3 clusters Score -1358793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1358793.000000 Penalty: 3110.580566
	Iteration 39Q: 3 clusters Score -1358793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1358794.000000 Penalty: 3110.580566
	Iteration 40F: 3 clusters Score -1358794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1358797.625000 Penalty: 3110.580566
	Iteration 41Q: 3 clusters Score -1358798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1358796.125000 Penalty: 3110.580566
	Iteration 42Q: 3 clusters Score -1358796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1358798.750000 Penalty: 3110.580566
	Iteration 43Q: 3 clusters Score -1358799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1358800.000000 Penalty: 3110.580566
	Iteration 44Q: 3 clusters Score -1358800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1358797.625000 Penalty: 3110.580566
	Iteration 45Q: 3 clusters Score -1358798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1358800.750000 Penalty: 3110.580566
	Iteration 46Q: 3 clusters Score -1358801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1358805.125000 Penalty: 3110.580566
	Iteration 47Q: 3 clusters Score -1358805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1358807.625000 Penalty: 3110.580566
	Iteration 48Q: 3 clusters Score -1358808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1358809.750000 Penalty: 3110.580566
	Iteration 49Q: 3 clusters Score -1358810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1358808.125000 Penalty: 3110.580566
	Iteration 50Q: 3 clusters Score -1358808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1358810.000000 Penalty: 3110.580566
	Iteration 51Q: 3 clusters Score -1358810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1358811.000000 Penalty: 3110.580566
	Iteration 52Q: 3 clusters Score -1358811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1358810.000000 Penalty: 3110.580566
	Iteration 53Q: 3 clusters Score -1358810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1358811.500000 Penalty: 3110.580566
	Iteration 54Q: 3 clusters Score -1358812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1358816.250000 Penalty: 3110.580566
	Iteration 55Q: 3 clusters Score -1358816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1358819.625000 Penalty: 3110.580566
	Iteration 56Q: 3 clusters Score -1358820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1358818.875000 Penalty: 3110.580566
	Iteration 57Q: 3 clusters Score -1358819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1358817.750000 Penalty: 3110.580566
	Iteration 58Q: 3 clusters Score -1358818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1358817.375000 Penalty: 3110.580566
	Iteration 59Q: 3 clusters Score -1358817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1358816.875000 Penalty: 3110.580566
	Iteration 60F: 3 clusters Score -1358817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1358816.875000 Penalty: 3110.580566
	Iteration 61Q: 3 clusters Score -1358817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1358817.625000 Penalty: 3110.580566
	Iteration 62Q: 3 clusters Score -1358818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1358814.875000 Penalty: 3110.580566
	Iteration 63Q: 3 clusters Score -1358815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1358819.375000 Penalty: 3110.580566
	Iteration 64Q: 3 clusters Score -1358819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1358817.875000 Penalty: 3110.580566
	Iteration 65Q: 3 clusters Score -1358818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1358818.625000 Penalty: 3110.580566
	Iteration 66Q: 3 clusters Score -1358819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1358817.625000 Penalty: 3110.580566
	Iteration 67Q: 3 clusters Score -1358818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1358819.750000 Penalty: 3110.580566
	Iteration 68Q: 3 clusters Score -1358820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1358818.250000 Penalty: 3110.580566
	Iteration 69Q: 3 clusters Score -1358818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1358818.375000 Penalty: 3110.580566
	Iteration 70Q: 3 clusters Score -1358818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1358818.375000 Penalty: 3110.580566
	Iteration 71F: 3 clusters Score -1358818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 4874 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 123301 members 
Mstep: Class 6 contains 68888 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 20097 members 
Mstep: Class 9 contains 44956 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 11963 members 
Mstep: Class 12 contains 24342 members 
Mstep: Class 13 contains 28497 members 
Mstep: Class 14 contains 24246 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 19 contains 48892 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4291 members 
Mstep: Class 23 contains 7780 members 
Mstep: Class 24 contains 2551 members 
Mstep: Class 25 contains 5768 members 
Entering Unmasked Estep 
Score: -44821564.000000 Penalty: 53151.980469
Splitting cluster 16 changes total score from -44819912.000000 to -44821564.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (4962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Entering Unmasked Estep 
Score: -475593.468750 Penalty: 1382.804199
	Iteration 0F: 2 clusters Score -475593.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -471593.937500 Penalty: 2765.608398
	Iteration 0F: 3 clusters Score -471593.9 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -472803.375000 Penalty: 2765.608398
	Iteration 1F: 3 clusters Score -472803.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -473006.062500 Penalty: 2765.608398
	Iteration 2F: 3 clusters Score -473006.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -473157.843750 Penalty: 2765.608398
	Iteration 3F: 3 clusters Score -473157.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -473280.875000 Penalty: 2765.608398
	Iteration 4Q: 3 clusters Score -473280.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -473375.812500 Penalty: 2765.608398
	Iteration 5Q: 3 clusters Score -473375.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -473465.968750 Penalty: 2765.608398
	Iteration 6Q: 3 clusters Score -473466 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -473555.093750 Penalty: 2765.608398
	Iteration 7Q: 3 clusters Score -473555.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -473646.437500 Penalty: 2765.608398
	Iteration 8Q: 3 clusters Score -473646.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -473766.406250 Penalty: 2765.608398
	Iteration 9Q: 3 clusters Score -473766.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -473870.812500 Penalty: 2765.608398
	Iteration 10Q: 3 clusters Score -473870.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -473947.031250 Penalty: 2765.608398
	Iteration 11Q: 3 clusters Score -473947 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -474021.156250 Penalty: 2765.608398
	Iteration 12Q: 3 clusters Score -474021.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -474084.375000 Penalty: 2765.608398
	Iteration 13Q: 3 clusters Score -474084.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -474142.281250 Penalty: 2765.608398
	Iteration 14Q: 3 clusters Score -474142.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -474182.718750 Penalty: 2765.608398
	Iteration 15Q: 3 clusters Score -474182.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -474220.437500 Penalty: 2765.608398
	Iteration 16Q: 3 clusters Score -474220.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -474251.593750 Penalty: 2765.608398
	Iteration 17Q: 3 clusters Score -474251.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -474274.968750 Penalty: 2765.608398
	Iteration 18Q: 3 clusters Score -474275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -474297.281250 Penalty: 2765.608398
	Iteration 19Q: 3 clusters Score -474297.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -474316.343750 Penalty: 2765.608398
	Iteration 20F: 3 clusters Score -474316.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -474332.000000 Penalty: 2765.608398
	Iteration 21Q: 3 clusters Score -474332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -474346.281250 Penalty: 2765.608398
	Iteration 22Q: 3 clusters Score -474346.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -474361.343750 Penalty: 2765.608398
	Iteration 23Q: 3 clusters Score -474361.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -474369.937500 Penalty: 2765.608398
	Iteration 24Q: 3 clusters Score -474369.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -474373.968750 Penalty: 2765.608398
	Iteration 25Q: 3 clusters Score -474374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -474377.656250 Penalty: 2765.608398
	Iteration 26Q: 3 clusters Score -474377.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -474381.906250 Penalty: 2765.608398
	Iteration 27Q: 3 clusters Score -474381.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -474388.781250 Penalty: 2765.608398
	Iteration 28Q: 3 clusters Score -474388.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -474395.375000 Penalty: 2765.608398
	Iteration 29Q: 3 clusters Score -474395.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -474403.187500 Penalty: 2765.608398
	Iteration 30Q: 3 clusters Score -474403.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -474407.625000 Penalty: 2765.608398
	Iteration 31Q: 3 clusters Score -474407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -474410.593750 Penalty: 2765.608398
	Iteration 32Q: 3 clusters Score -474410.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -474412.375000 Penalty: 2765.608398
	Iteration 33Q: 3 clusters Score -474412.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -474415.437500 Penalty: 2765.608398
	Iteration 34Q: 3 clusters Score -474415.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -474417.218750 Penalty: 2765.608398
	Iteration 35Q: 3 clusters Score -474417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -474420.156250 Penalty: 2765.608398
	Iteration 36Q: 3 clusters Score -474420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -474420.156250 Penalty: 2765.608398
	Iteration 37Q: 3 clusters Score -474420.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -474420.156250 Penalty: 2765.608398
	Iteration 38F: 3 clusters Score -474420.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -165600.750000 Penalty: 1226.383301
	Iteration 0F: 2 clusters Score -165600.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -163675.078125 Penalty: 2452.766602
	Iteration 0F: 3 clusters Score -163675.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -164271.765625 Penalty: 2452.766602
	Iteration 1F: 3 clusters Score -164271.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -164732.187500 Penalty: 2452.766602
	Iteration 2F: 3 clusters Score -164732.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -165243.187500 Penalty: 2452.766602
	Iteration 3F: 3 clusters Score -165243.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -165697.734375 Penalty: 2452.766602
	Iteration 4F: 3 clusters Score -165697.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -165856.562500 Penalty: 2452.766602
	Iteration 5F: 3 clusters Score -165856.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -165921.375000 Penalty: 2452.766602
	Iteration 6Q: 3 clusters Score -165921.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -165954.484375 Penalty: 2452.766602
	Iteration 7Q: 3 clusters Score -165954.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -165990.250000 Penalty: 2452.766602
	Iteration 8Q: 3 clusters Score -165990.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -166025.000000 Penalty: 2452.766602
	Iteration 9Q: 3 clusters Score -166025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -166058.328125 Penalty: 2452.766602
	Iteration 10Q: 3 clusters Score -166058.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -166101.640625 Penalty: 2452.766602
	Iteration 11Q: 3 clusters Score -166101.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -166148.859375 Penalty: 2452.766602
	Iteration 12Q: 3 clusters Score -166148.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -166194.781250 Penalty: 2452.766602
	Iteration 13Q: 3 clusters Score -166194.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -166242.578125 Penalty: 2452.766602
	Iteration 14Q: 3 clusters Score -166242.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -166299.671875 Penalty: 2452.766602
	Iteration 15Q: 3 clusters Score -166299.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -166345.546875 Penalty: 2452.766602
	Iteration 16Q: 3 clusters Score -166345.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -166398.000000 Penalty: 2452.766602
	Iteration 17Q: 3 clusters Score -166398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -166472.531250 Penalty: 2452.766602
	Iteration 18Q: 3 clusters Score -166472.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -166530.718750 Penalty: 2452.766602
	Iteration 19Q: 3 clusters Score -166530.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -166574.515625 Penalty: 2452.766602
	Iteration 20F: 3 clusters Score -166574.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -166604.671875 Penalty: 2452.766602
	Iteration 21Q: 3 clusters Score -166604.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -166621.734375 Penalty: 2452.766602
	Iteration 22Q: 3 clusters Score -166621.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -166634.031250 Penalty: 2452.766602
	Iteration 23Q: 3 clusters Score -166634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -166640.859375 Penalty: 2452.766602
	Iteration 24Q: 3 clusters Score -166640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166647.187500 Penalty: 2452.766602
	Iteration 25Q: 3 clusters Score -166647.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166654.703125 Penalty: 2452.766602
	Iteration 26Q: 3 clusters Score -166654.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -166661.281250 Penalty: 2452.766602
	Iteration 27Q: 3 clusters Score -166661.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -166670.250000 Penalty: 2452.766602
	Iteration 28Q: 3 clusters Score -166670.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -166683.671875 Penalty: 2452.766602
	Iteration 29Q: 3 clusters Score -166683.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -166714.187500 Penalty: 2452.766602
	Iteration 30Q: 3 clusters Score -166714.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -166730.640625 Penalty: 2452.766602
	Iteration 31Q: 3 clusters Score -166730.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -166737.468750 Penalty: 2452.766602
	Iteration 32Q: 3 clusters Score -166737.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -166741.000000 Penalty: 2452.766602
	Iteration 33Q: 3 clusters Score -166741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -166743.234375 Penalty: 2452.766602
	Iteration 34Q: 3 clusters Score -166743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -166746.218750 Penalty: 2452.766602
	Iteration 35Q: 3 clusters Score -166746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -166746.671875 Penalty: 2452.766602
	Iteration 36Q: 3 clusters Score -166746.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -166746.671875 Penalty: 2452.766602
	Iteration 37F: 3 clusters Score -166746.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 4874 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 123301 members 
Mstep: Class 6 contains 68888 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 20097 members 
Mstep: Class 9 contains 44956 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 11963 members 
Mstep: Class 12 contains 24342 members 
Mstep: Class 13 contains 28497 members 
Mstep: Class 14 contains 24246 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 48892 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4291 members 
Mstep: Class 23 contains 7780 members 
Mstep: Class 24 contains 2551 members 
Mstep: Class 25 contains 5768 members 
Mstep: Class 26 contains 733 members 
Entering Unmasked Estep 
Score: -44821792.000000 Penalty: 55278.062500
Splitting cluster 18 changes total score from -44819912.000000 to -44821792.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (48892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Entering Unmasked Estep 
Score: -4710923.000000 Penalty: 1754.572510
	Iteration 0F: 2 clusters Score -4710923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -4677975.000000 Penalty: 3509.145020
	Iteration 0F: 3 clusters Score -4677975 nChanged 23007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4690858.000000 Penalty: 3509.145020
	Iteration 1F: 3 clusters Score -4690858 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -4691413.000000 Penalty: 3509.145020
	Iteration 2Q: 3 clusters Score -4691413 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4692193.500000 Penalty: 3509.145020
	Iteration 3Q: 3 clusters Score -4692194 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4693258.000000 Penalty: 3509.145020
	Iteration 4F: 3 clusters Score -4693258 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4694881.500000 Penalty: 3509.145020
	Iteration 5F: 3 clusters Score -4694882 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -4697197.000000 Penalty: 3509.145020
	Iteration 6F: 3 clusters Score -4697197 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -4700287.000000 Penalty: 3509.145020
	Iteration 7F: 3 clusters Score -4700287 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4703455.500000 Penalty: 3509.145020
	Iteration 8F: 3 clusters Score -4703456 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4705959.500000 Penalty: 3509.145020
	Iteration 9F: 3 clusters Score -4705960 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4707546.500000 Penalty: 3509.145020
	Iteration 10Q: 3 clusters Score -4707546 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4708476.500000 Penalty: 3509.145020
	Iteration 11Q: 3 clusters Score -4708476 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4709036.500000 Penalty: 3509.145020
	Iteration 12Q: 3 clusters Score -4709036 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4709281.500000 Penalty: 3509.145020
	Iteration 13Q: 3 clusters Score -4709282 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4709386.500000 Penalty: 3509.145020
	Iteration 14Q: 3 clusters Score -4709386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4709456.500000 Penalty: 3509.145020
	Iteration 15Q: 3 clusters Score -4709456 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4709481.000000 Penalty: 3509.145020
	Iteration 16Q: 3 clusters Score -4709481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4709511.000000 Penalty: 3509.145020
	Iteration 17Q: 3 clusters Score -4709511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4709524.500000 Penalty: 3509.145020
	Iteration 18Q: 3 clusters Score -4709524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4709527.000000 Penalty: 3509.145020
	Iteration 19Q: 3 clusters Score -4709527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4709540.000000 Penalty: 3509.145020
	Iteration 20F: 3 clusters Score -4709540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4709541.000000 Penalty: 3509.145020
	Iteration 21Q: 3 clusters Score -4709541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4709540.000000 Penalty: 3509.145020
	Iteration 22Q: 3 clusters Score -4709540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4709538.500000 Penalty: 3509.145020
	Iteration 23Q: 3 clusters Score -4709538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4709542.500000 Penalty: 3509.145020
	Iteration 24Q: 3 clusters Score -4709542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4709549.500000 Penalty: 3509.145020
	Iteration 25Q: 3 clusters Score -4709550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4709548.500000 Penalty: 3509.145020
	Iteration 26Q: 3 clusters Score -4709548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4709556.000000 Penalty: 3509.145020
	Iteration 27Q: 3 clusters Score -4709556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4709551.000000 Penalty: 3509.145020
	Iteration 28Q: 3 clusters Score -4709551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4709553.500000 Penalty: 3509.145020
	Iteration 29Q: 3 clusters Score -4709554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4709555.500000 Penalty: 3509.145020
	Iteration 30Q: 3 clusters Score -4709556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4709555.500000 Penalty: 3509.145020
	Iteration 31Q: 3 clusters Score -4709556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4709555.500000 Penalty: 3509.145020
	Iteration 32F: 3 clusters Score -4709556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 4874 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 123301 members 
Mstep: Class 6 contains 68888 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 20097 members 
Mstep: Class 9 contains 44956 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 11963 members 
Mstep: Class 12 contains 24342 members 
Mstep: Class 13 contains 28497 members 
Mstep: Class 14 contains 24246 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 48892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44825108.000000 Penalty: 55278.062500
Iteration 79Q: 27 clusters Score -4.482511e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 13004 members 
Mstep: Class 3 contains 5055 members 
Mstep: Class 4 contains 675 members 
Mstep: Class 5 contains 123122 members 
Mstep: Class 6 contains 68907 members 
Mstep: Class 7 contains 5343 members 
Mstep: Class 8 contains 20190 members 
Mstep: Class 9 contains 45341 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 11689 members 
Mstep: Class 12 contains 24726 members 
Mstep: Class 13 contains 28561 members 
Mstep: Class 14 contains 24319 members 
Mstep: Class 15 contains 4098 members 
Mstep: Class 16 contains 8457 members 
Mstep: Class 17 contains 5005 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 48983 members 
Mstep: Class 20 contains 7208 members 
Mstep: Class 21 contains 1220 members 
Mstep: Class 22 contains 4231 members 
Mstep: Class 23 contains 7325 members 
Mstep: Class 24 contains 2435 members 
Mstep: Class 25 contains 5515 members 
Mstep: Class 26 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828700.000000 Penalty: 55278.062500
Iteration 80F: 27 clusters Score -4.48287e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 12622 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 122802 members 
Mstep: Class 6 contains 68785 members 
Mstep: Class 7 contains 5384 members 
Mstep: Class 8 contains 20282 members 
Mstep: Class 9 contains 45269 members 
Mstep: Class 10 contains 3935 members 
Mstep: Class 11 contains 11532 members 
Mstep: Class 12 contains 24661 members 
Mstep: Class 13 contains 28457 members 
Mstep: Class 14 contains 24294 members 
Mstep: Class 15 contains 4175 members 
Mstep: Class 16 contains 8338 members 
Mstep: Class 17 contains 5002 members 
Mstep: Class 18 contains 1050 members 
Mstep: Class 19 contains 48697 members 
Mstep: Class 20 contains 7331 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 4384 members 
Mstep: Class 23 contains 7671 members 
Mstep: Class 24 contains 2719 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830516.000000 Penalty: 55278.062500
Iteration 81Q: 27 clusters Score -4.483052e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 12319 members 
Mstep: Class 3 contains 5212 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 122592 members 
Mstep: Class 6 contains 68686 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 20365 members 
Mstep: Class 9 contains 45261 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 11454 members 
Mstep: Class 12 contains 24682 members 
Mstep: Class 13 contains 28305 members 
Mstep: Class 14 contains 24284 members 
Mstep: Class 15 contains 4245 members 
Mstep: Class 16 contains 8248 members 
Mstep: Class 17 contains 4993 members 
Mstep: Class 18 contains 1039 members 
Mstep: Class 19 contains 48424 members 
Mstep: Class 20 contains 7466 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 4517 members 
Mstep: Class 23 contains 7900 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 5566 members 
Mstep: Class 26 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44831436.000000 Penalty: 55278.062500
Iteration 82Q: 27 clusters Score -4.483144e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 12066 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 626 members 
Mstep: Class 5 contains 122446 members 
Mstep: Class 6 contains 68574 members 
Mstep: Class 7 contains 5453 members 
Mstep: Class 8 contains 20408 members 
Mstep: Class 9 contains 45222 members 
Mstep: Class 10 contains 4263 members 
Mstep: Class 11 contains 11433 members 
Mstep: Class 12 contains 24685 members 
Mstep: Class 13 contains 28185 members 
Mstep: Class 14 contains 24285 members 
Mstep: Class 15 contains 4284 members 
Mstep: Class 16 contains 8174 members 
Mstep: Class 17 contains 4980 members 
Mstep: Class 18 contains 1031 members 
Mstep: Class 19 contains 48168 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 1544 members 
Mstep: Class 22 contains 4653 members 
Mstep: Class 23 contains 8130 members 
Mstep: Class 24 contains 3005 members 
Mstep: Class 25 contains 5565 members 
Mstep: Class 26 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44831992.000000 Penalty: 55278.062500
Iteration 83Q: 27 clusters Score -4.483199e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 122345 members 
Mstep: Class 6 contains 68490 members 
Mstep: Class 7 contains 5487 members 
Mstep: Class 8 contains 20459 members 
Mstep: Class 9 contains 45165 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 11415 members 
Mstep: Class 12 contains 24661 members 
Mstep: Class 13 contains 28062 members 
Mstep: Class 14 contains 24276 members 
Mstep: Class 15 contains 4296 members 
Mstep: Class 16 contains 8115 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 47934 members 
Mstep: Class 20 contains 7705 members 
Mstep: Class 21 contains 1616 members 
Mstep: Class 22 contains 4786 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 3079 members 
Mstep: Class 25 contains 5569 members 
Mstep: Class 26 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44832412.000000 Penalty: 55278.062500
Iteration 84Q: 27 clusters Score -4.483241e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 11685 members 
Mstep: Class 3 contains 5435 members 
Mstep: Class 4 contains 588 members 
Mstep: Class 5 contains 122294 members 
Mstep: Class 6 contains 68420 members 
Mstep: Class 7 contains 5510 members 
Mstep: Class 8 contains 20491 members 
Mstep: Class 9 contains 45090 members 
Mstep: Class 10 contains 4462 members 
Mstep: Class 11 contains 11412 members 
Mstep: Class 12 contains 24603 members 
Mstep: Class 13 contains 27951 members 
Mstep: Class 14 contains 24268 members 
Mstep: Class 15 contains 4291 members 
Mstep: Class 16 contains 8075 members 
Mstep: Class 17 contains 4951 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 47708 members 
Mstep: Class 20 contains 7851 members 
Mstep: Class 21 contains 1684 members 
Mstep: Class 22 contains 4911 members 
Mstep: Class 23 contains 8641 members 
Mstep: Class 24 contains 3138 members 
Mstep: Class 25 contains 5575 members 
Mstep: Class 26 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44833008.000000 Penalty: 55278.062500
Iteration 85Q: 27 clusters Score -4.483301e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 11505 members 
Mstep: Class 3 contains 5489 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 122267 members 
Mstep: Class 6 contains 68351 members 
Mstep: Class 7 contains 5531 members 
Mstep: Class 8 contains 20521 members 
Mstep: Class 9 contains 45014 members 
Mstep: Class 10 contains 4522 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 24581 members 
Mstep: Class 13 contains 27807 members 
Mstep: Class 14 contains 24274 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 4950 members 
Mstep: Class 18 contains 1022 members 
Mstep: Class 19 contains 47481 members 
Mstep: Class 20 contains 7969 members 
Mstep: Class 21 contains 1745 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 8944 members 
Mstep: Class 24 contains 3187 members 
Mstep: Class 25 contains 5583 members 
Mstep: Class 26 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44833556.000000 Penalty: 55278.062500
Iteration 86Q: 27 clusters Score -4.483356e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 5 contains 122251 members 
Mstep: Class 6 contains 68287 members 
Mstep: Class 7 contains 5565 members 
Mstep: Class 8 contains 20537 members 
Mstep: Class 9 contains 44926 members 
Mstep: Class 10 contains 4556 members 
Mstep: Class 11 contains 11396 members 
Mstep: Class 12 contains 24536 members 
Mstep: Class 13 contains 27707 members 
Mstep: Class 14 contains 24274 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 8017 members 
Mstep: Class 17 contains 4934 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 47231 members 
Mstep: Class 20 contains 8100 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 5186 members 
Mstep: Class 23 contains 9264 members 
Mstep: Class 24 contains 3228 members 
Mstep: Class 25 contains 5587 members 
Mstep: Class 26 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44834204.000000 Penalty: 55278.062500
Iteration 87Q: 27 clusters Score -4.48342e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 11201 members 
Mstep: Class 3 contains 5577 members 
Mstep: Class 4 contains 526 members 
Mstep: Class 5 contains 122234 members 
Mstep: Class 6 contains 68235 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 20541 members 
Mstep: Class 9 contains 44816 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 11390 members 
Mstep: Class 12 contains 24488 members 
Mstep: Class 13 contains 27611 members 
Mstep: Class 14 contains 24285 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 7990 members 
Mstep: Class 17 contains 4917 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 46979 members 
Mstep: Class 20 contains 8229 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 9609 members 
Mstep: Class 24 contains 3265 members 
Mstep: Class 25 contains 5583 members 
Mstep: Class 26 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44834704.000000 Penalty: 55278.062500
Iteration 88Q: 27 clusters Score -4.48347e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 11081 members 
Mstep: Class 3 contains 5612 members 
Mstep: Class 4 contains 517 members 
Mstep: Class 5 contains 122228 members 
Mstep: Class 6 contains 68182 members 
Mstep: Class 7 contains 5613 members 
Mstep: Class 8 contains 20543 members 
Mstep: Class 9 contains 44733 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 11397 members 
Mstep: Class 12 contains 24450 members 
Mstep: Class 13 contains 27506 members 
Mstep: Class 14 contains 24294 members 
Mstep: Class 15 contains 4284 members 
Mstep: Class 16 contains 7964 members 
Mstep: Class 17 contains 4906 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 46704 members 
Mstep: Class 20 contains 8353 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 5401 members 
Mstep: Class 23 contains 9959 members 
Mstep: Class 24 contains 3291 members 
Mstep: Class 25 contains 5583 members 
Mstep: Class 26 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44834888.000000 Penalty: 55278.062500
Iteration 89Q: 27 clusters Score -4.483489e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10951 members 
Mstep: Class 3 contains 5645 members 
Mstep: Class 4 contains 511 members 
Mstep: Class 5 contains 122224 members 
Mstep: Class 6 contains 68123 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 20564 members 
Mstep: Class 9 contains 44644 members 
Mstep: Class 10 contains 4625 members 
Mstep: Class 11 contains 11389 members 
Mstep: Class 12 contains 24442 members 
Mstep: Class 13 contains 27396 members 
Mstep: Class 14 contains 24298 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 7933 members 
Mstep: Class 17 contains 4881 members 
Mstep: Class 18 contains 1015 members 
Mstep: Class 19 contains 46450 members 
Mstep: Class 20 contains 8474 members 
Mstep: Class 21 contains 1873 members 
Mstep: Class 22 contains 5500 members 
Mstep: Class 23 contains 10297 members 
Mstep: Class 24 contains 3308 members 
Mstep: Class 25 contains 5582 members 
Mstep: Class 26 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835412.000000 Penalty: 55278.062500
Iteration 90Q: 27 clusters Score -4.483541e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10834 members 
Mstep: Class 3 contains 5673 members 
Mstep: Class 4 contains 511 members 
Mstep: Class 5 contains 122224 members 
Mstep: Class 6 contains 68058 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 20569 members 
Mstep: Class 9 contains 44555 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 11379 members 
Mstep: Class 12 contains 24442 members 
Mstep: Class 13 contains 27293 members 
Mstep: Class 14 contains 24304 members 
Mstep: Class 15 contains 4324 members 
Mstep: Class 16 contains 7920 members 
Mstep: Class 17 contains 4866 members 
Mstep: Class 18 contains 1014 members 
Mstep: Class 19 contains 46222 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 10594 members 
Mstep: Class 24 contains 3338 members 
Mstep: Class 25 contains 5582 members 
Mstep: Class 26 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835476.000000 Penalty: 55278.062500
Iteration 91Q: 27 clusters Score -4.483548e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10748 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122229 members 
Mstep: Class 6 contains 68011 members 
Mstep: Class 7 contains 5710 members 
Mstep: Class 8 contains 20581 members 
Mstep: Class 9 contains 44489 members 
Mstep: Class 10 contains 4649 members 
Mstep: Class 11 contains 11372 members 
Mstep: Class 12 contains 24382 members 
Mstep: Class 13 contains 27205 members 
Mstep: Class 14 contains 24301 members 
Mstep: Class 15 contains 4335 members 
Mstep: Class 16 contains 7906 members 
Mstep: Class 17 contains 4848 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 19 contains 46042 members 
Mstep: Class 20 contains 8731 members 
Mstep: Class 21 contains 1889 members 
Mstep: Class 22 contains 5667 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 3346 members 
Mstep: Class 25 contains 5587 members 
Mstep: Class 26 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835644.000000 Penalty: 55278.062500
Iteration 92Q: 27 clusters Score -4.483564e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 5716 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122229 members 
Mstep: Class 6 contains 67969 members 
Mstep: Class 7 contains 5740 members 
Mstep: Class 8 contains 20581 members 
Mstep: Class 9 contains 44430 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 11366 members 
Mstep: Class 12 contains 24334 members 
Mstep: Class 13 contains 27112 members 
Mstep: Class 14 contains 24299 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 7898 members 
Mstep: Class 17 contains 4834 members 
Mstep: Class 18 contains 1012 members 
Mstep: Class 19 contains 45912 members 
Mstep: Class 20 contains 8892 members 
Mstep: Class 21 contains 1894 members 
Mstep: Class 22 contains 5746 members 
Mstep: Class 23 contains 11030 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 5589 members 
Mstep: Class 26 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835772.000000 Penalty: 55278.062500
Iteration 93Q: 27 clusters Score -4.483577e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10586 members 
Mstep: Class 3 contains 5734 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122233 members 
Mstep: Class 6 contains 67925 members 
Mstep: Class 7 contains 5762 members 
Mstep: Class 8 contains 20585 members 
Mstep: Class 9 contains 44352 members 
Mstep: Class 10 contains 4671 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 24260 members 
Mstep: Class 13 contains 27013 members 
Mstep: Class 14 contains 24304 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 7887 members 
Mstep: Class 17 contains 4830 members 
Mstep: Class 18 contains 1012 members 
Mstep: Class 19 contains 45801 members 
Mstep: Class 20 contains 9088 members 
Mstep: Class 21 contains 1894 members 
Mstep: Class 22 contains 5801 members 
Mstep: Class 23 contains 11215 members 
Mstep: Class 24 contains 3347 members 
Mstep: Class 25 contains 5589 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835920.000000 Penalty: 55278.062500
Iteration 94Q: 27 clusters Score -4.483592e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10521 members 
Mstep: Class 3 contains 5748 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122233 members 
Mstep: Class 6 contains 67887 members 
Mstep: Class 7 contains 5782 members 
Mstep: Class 8 contains 20600 members 
Mstep: Class 9 contains 44288 members 
Mstep: Class 10 contains 4679 members 
Mstep: Class 11 contains 11349 members 
Mstep: Class 12 contains 24196 members 
Mstep: Class 13 contains 26907 members 
Mstep: Class 14 contains 24312 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 1012 members 
Mstep: Class 19 contains 45706 members 
Mstep: Class 20 contains 9278 members 
Mstep: Class 21 contains 1901 members 
Mstep: Class 22 contains 5858 members 
Mstep: Class 23 contains 11360 members 
Mstep: Class 24 contains 3342 members 
Mstep: Class 25 contains 5592 members 
Mstep: Class 26 contains 648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835936.000000 Penalty: 55278.062500
Iteration 95Q: 27 clusters Score -4.483594e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122235 members 
Mstep: Class 6 contains 67833 members 
Mstep: Class 7 contains 5802 members 
Mstep: Class 8 contains 20603 members 
Mstep: Class 9 contains 44237 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 11350 members 
Mstep: Class 12 contains 24108 members 
Mstep: Class 13 contains 26810 members 
Mstep: Class 14 contains 24319 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 7861 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 1012 members 
Mstep: Class 19 contains 45616 members 
Mstep: Class 20 contains 9494 members 
Mstep: Class 21 contains 1906 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 11481 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 5589 members 
Mstep: Class 26 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836032.000000 Penalty: 55278.062500
Iteration 96Q: 27 clusters Score -4.483603e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10447 members 
Mstep: Class 3 contains 5766 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122230 members 
Mstep: Class 6 contains 67801 members 
Mstep: Class 7 contains 5813 members 
Mstep: Class 8 contains 20607 members 
Mstep: Class 9 contains 44194 members 
Mstep: Class 10 contains 4694 members 
Mstep: Class 11 contains 11351 members 
Mstep: Class 12 contains 23977 members 
Mstep: Class 13 contains 26725 members 
Mstep: Class 14 contains 24328 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 7853 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 1011 members 
Mstep: Class 19 contains 45550 members 
Mstep: Class 20 contains 9732 members 
Mstep: Class 21 contains 1911 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 11572 members 
Mstep: Class 24 contains 3338 members 
Mstep: Class 25 contains 5585 members 
Mstep: Class 26 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836136.000000 Penalty: 55278.062500
Iteration 97Q: 27 clusters Score -4.483614e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10426 members 
Mstep: Class 3 contains 5769 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122239 members 
Mstep: Class 6 contains 67779 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 20610 members 
Mstep: Class 9 contains 44168 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 11343 members 
Mstep: Class 12 contains 23828 members 
Mstep: Class 13 contains 26636 members 
Mstep: Class 14 contains 24340 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 7848 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 1011 members 
Mstep: Class 19 contains 45490 members 
Mstep: Class 20 contains 9990 members 
Mstep: Class 21 contains 1916 members 
Mstep: Class 22 contains 5926 members 
Mstep: Class 23 contains 11640 members 
Mstep: Class 24 contains 3333 members 
Mstep: Class 25 contains 5576 members 
Mstep: Class 26 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836356.000000 Penalty: 55278.062500
Iteration 98Q: 27 clusters Score -4.483636e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10412 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122245 members 
Mstep: Class 6 contains 67753 members 
Mstep: Class 7 contains 5831 members 
Mstep: Class 8 contains 20615 members 
Mstep: Class 9 contains 44155 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 11337 members 
Mstep: Class 12 contains 23661 members 
Mstep: Class 13 contains 26561 members 
Mstep: Class 14 contains 24345 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 7845 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 1010 members 
Mstep: Class 19 contains 45431 members 
Mstep: Class 20 contains 10247 members 
Mstep: Class 21 contains 1920 members 
Mstep: Class 22 contains 5936 members 
Mstep: Class 23 contains 11700 members 
Mstep: Class 24 contains 3338 members 
Mstep: Class 25 contains 5565 members 
Mstep: Class 26 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836384.000000 Penalty: 55278.062500
Iteration 99Q: 27 clusters Score -4.483638e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 10394 members 
Mstep: Class 3 contains 5777 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122249 members 
Mstep: Class 6 contains 67721 members 
Mstep: Class 7 contains 5840 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 44149 members 
Mstep: Class 10 contains 4704 members 
Mstep: Class 11 contains 11327 members 
Mstep: Class 12 contains 23517 members 
Mstep: Class 13 contains 26489 members 
Mstep: Class 14 contains 24347 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 7843 members 
Mstep: Class 17 contains 4828 members 
Mstep: Class 18 contains 1010 members 
Mstep: Class 19 contains 45380 members 
Mstep: Class 20 contains 10495 members 
Mstep: Class 21 contains 1922 members 
Mstep: Class 22 contains 5943 members 
Mstep: Class 23 contains 11755 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 5549 members 
Mstep: Class 26 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836824.000000 Penalty: 55278.062500
Iteration 100F: 27 clusters Score -4.483682e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 3 contains 5780 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122252 members 
Mstep: Class 6 contains 67681 members 
Mstep: Class 7 contains 5851 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 44088 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 11321 members 
Mstep: Class 12 contains 23377 members 
Mstep: Class 13 contains 26442 members 
Mstep: Class 14 contains 24346 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 7833 members 
Mstep: Class 17 contains 4828 members 
Mstep: Class 18 contains 1010 members 
Mstep: Class 19 contains 45172 members 
Mstep: Class 20 contains 10738 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 5950 members 
Mstep: Class 23 contains 12033 members 
Mstep: Class 24 contains 3334 members 
Mstep: Class 25 contains 5533 members 
Mstep: Class 26 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 27 clusters Score -4.483736e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10354 members 
Mstep: Class 3 contains 5788 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122247 members 
Mstep: Class 6 contains 67650 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 44055 members 
Mstep: Class 10 contains 4711 members 
Mstep: Class 11 contains 11318 members 
Mstep: Class 12 contains 23225 members 
Mstep: Class 13 contains 26395 members 
Mstep: Class 14 contains 24353 members 
Mstep: Class 15 contains 4176 members 
Mstep: Class 16 contains 7819 members 
Mstep: Class 17 contains 4831 members 
Mstep: Class 18 contains 1009 members 
Mstep: Class 19 contains 44939 members 
Mstep: Class 20 contains 10969 members 
Mstep: Class 21 contains 2134 members 
Mstep: Class 22 contains 5956 members 
Mstep: Class 23 contains 12273 members 
Mstep: Class 24 contains 3332 members 
Mstep: Class 25 contains 5523 members 
Mstep: Class 26 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 27 clusters Score -4.483764e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 5787 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122256 members 
Mstep: Class 6 contains 67619 members 
Mstep: Class 7 contains 5882 members 
Mstep: Class 8 contains 20623 members 
Mstep: Class 9 contains 44041 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 23088 members 
Mstep: Class 13 contains 26350 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 4111 members 
Mstep: Class 16 contains 7807 members 
Mstep: Class 17 contains 4828 members 
Mstep: Class 18 contains 1008 members 
Mstep: Class 19 contains 44706 members 
Mstep: Class 20 contains 11202 members 
Mstep: Class 21 contains 2216 members 
Mstep: Class 22 contains 5961 members 
Mstep: Class 23 contains 12503 members 
Mstep: Class 24 contains 3322 members 
Mstep: Class 25 contains 5514 members 
Mstep: Class 26 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 27 clusters Score -4.483802e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10307 members 
Mstep: Class 3 contains 5797 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122266 members 
Mstep: Class 6 contains 67575 members 
Mstep: Class 7 contains 5895 members 
Mstep: Class 8 contains 20619 members 
Mstep: Class 9 contains 44020 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 11318 members 
Mstep: Class 12 contains 22923 members 
Mstep: Class 13 contains 26313 members 
Mstep: Class 14 contains 24368 members 
Mstep: Class 15 contains 4109 members 
Mstep: Class 16 contains 7798 members 
Mstep: Class 17 contains 4825 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 44529 members 
Mstep: Class 20 contains 11434 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 5965 members 
Mstep: Class 23 contains 12687 members 
Mstep: Class 24 contains 3310 members 
Mstep: Class 25 contains 5512 members 
Mstep: Class 26 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838348.000000 Penalty: 55278.062500
Iteration 104Q: 27 clusters Score -4.483835e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 10281 members 
Mstep: Class 3 contains 5807 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122265 members 
Mstep: Class 6 contains 67538 members 
Mstep: Class 7 contains 5907 members 
Mstep: Class 8 contains 20616 members 
Mstep: Class 9 contains 44016 members 
Mstep: Class 10 contains 4714 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 22758 members 
Mstep: Class 13 contains 26287 members 
Mstep: Class 14 contains 24374 members 
Mstep: Class 15 contains 4117 members 
Mstep: Class 16 contains 7790 members 
Mstep: Class 17 contains 4828 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 44361 members 
Mstep: Class 20 contains 11659 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 12832 members 
Mstep: Class 24 contains 3299 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838448.000000 Penalty: 55278.062500
Iteration 105Q: 27 clusters Score -4.483845e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10252 members 
Mstep: Class 3 contains 5817 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122256 members 
Mstep: Class 6 contains 67492 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 20611 members 
Mstep: Class 9 contains 44017 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 11336 members 
Mstep: Class 12 contains 22643 members 
Mstep: Class 13 contains 26257 members 
Mstep: Class 14 contains 24374 members 
Mstep: Class 15 contains 4146 members 
Mstep: Class 16 contains 7781 members 
Mstep: Class 17 contains 4830 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 44217 members 
Mstep: Class 20 contains 11851 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 12957 members 
Mstep: Class 24 contains 3282 members 
Mstep: Class 25 contains 5513 members 
Mstep: Class 26 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838520.000000 Penalty: 55278.062500
Iteration 106Q: 27 clusters Score -4.483852e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10228 members 
Mstep: Class 3 contains 5821 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122255 members 
Mstep: Class 6 contains 67463 members 
Mstep: Class 7 contains 5937 members 
Mstep: Class 8 contains 20598 members 
Mstep: Class 9 contains 44007 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 11346 members 
Mstep: Class 12 contains 22509 members 
Mstep: Class 13 contains 26240 members 
Mstep: Class 14 contains 24369 members 
Mstep: Class 15 contains 4156 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 4832 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 44111 members 
Mstep: Class 20 contains 12040 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 5978 members 
Mstep: Class 23 contains 13056 members 
Mstep: Class 24 contains 3274 members 
Mstep: Class 25 contains 5512 members 
Mstep: Class 26 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838664.000000 Penalty: 55278.062500
Iteration 107Q: 27 clusters Score -4.483866e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10208 members 
Mstep: Class 3 contains 5829 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122258 members 
Mstep: Class 6 contains 67434 members 
Mstep: Class 7 contains 5952 members 
Mstep: Class 8 contains 20592 members 
Mstep: Class 9 contains 43995 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 11353 members 
Mstep: Class 12 contains 22377 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 24372 members 
Mstep: Class 15 contains 4161 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 4832 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43984 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 5985 members 
Mstep: Class 23 contains 13172 members 
Mstep: Class 24 contains 3265 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838644.000000 Penalty: 55278.062500
Iteration 108Q: 27 clusters Score -4.483864e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10186 members 
Mstep: Class 3 contains 5841 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122263 members 
Mstep: Class 6 contains 67416 members 
Mstep: Class 7 contains 5972 members 
Mstep: Class 8 contains 20596 members 
Mstep: Class 9 contains 43965 members 
Mstep: Class 10 contains 4720 members 
Mstep: Class 11 contains 11352 members 
Mstep: Class 12 contains 22246 members 
Mstep: Class 13 contains 26227 members 
Mstep: Class 14 contains 24375 members 
Mstep: Class 15 contains 4173 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 4833 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43883 members 
Mstep: Class 20 contains 12374 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 5993 members 
Mstep: Class 23 contains 13273 members 
Mstep: Class 24 contains 3259 members 
Mstep: Class 25 contains 5507 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838760.000000 Penalty: 55278.062500
Iteration 109Q: 27 clusters Score -4.483876e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10166 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122265 members 
Mstep: Class 6 contains 67395 members 
Mstep: Class 7 contains 5991 members 
Mstep: Class 8 contains 20588 members 
Mstep: Class 9 contains 43943 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11348 members 
Mstep: Class 12 contains 22128 members 
Mstep: Class 13 contains 26229 members 
Mstep: Class 14 contains 24375 members 
Mstep: Class 15 contains 4190 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 4826 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43819 members 
Mstep: Class 20 contains 12524 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 6000 members 
Mstep: Class 23 contains 13341 members 
Mstep: Class 24 contains 3255 members 
Mstep: Class 25 contains 5507 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838844.000000 Penalty: 55278.062500
Iteration 110Q: 27 clusters Score -4.483884e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10143 members 
Mstep: Class 3 contains 5847 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122265 members 
Mstep: Class 6 contains 67391 members 
Mstep: Class 7 contains 6007 members 
Mstep: Class 8 contains 20597 members 
Mstep: Class 9 contains 43918 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 11345 members 
Mstep: Class 12 contains 21972 members 
Mstep: Class 13 contains 26232 members 
Mstep: Class 14 contains 24372 members 
Mstep: Class 15 contains 4202 members 
Mstep: Class 16 contains 7759 members 
Mstep: Class 17 contains 4814 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43768 members 
Mstep: Class 20 contains 12694 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 6011 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 3247 members 
Mstep: Class 25 contains 5508 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838916.000000 Penalty: 55278.062500
Iteration 111Q: 27 clusters Score -4.483892e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10120 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 122271 members 
Mstep: Class 6 contains 67388 members 
Mstep: Class 7 contains 6021 members 
Mstep: Class 8 contains 20605 members 
Mstep: Class 9 contains 43885 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 11342 members 
Mstep: Class 12 contains 21825 members 
Mstep: Class 13 contains 26223 members 
Mstep: Class 14 contains 24375 members 
Mstep: Class 15 contains 4212 members 
Mstep: Class 16 contains 7753 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43726 members 
Mstep: Class 20 contains 12852 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 6018 members 
Mstep: Class 23 contains 13460 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 5508 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838884.000000 Penalty: 55278.062500
Iteration 112Q: 27 clusters Score -4.483888e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10101 members 
Mstep: Class 3 contains 5860 members 
Mstep: Class 4 contains 509 members 
Mstep: Class 5 contains 122274 members 
Mstep: Class 6 contains 67374 members 
Mstep: Class 7 contains 6042 members 
Mstep: Class 8 contains 20615 members 
Mstep: Class 9 contains 43862 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 11337 members 
Mstep: Class 12 contains 21706 members 
Mstep: Class 13 contains 26224 members 
Mstep: Class 14 contains 24378 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 7750 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43688 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 6024 members 
Mstep: Class 23 contains 13505 members 
Mstep: Class 24 contains 3248 members 
Mstep: Class 25 contains 5508 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838816.000000 Penalty: 55278.062500
Iteration 113Q: 27 clusters Score -4.483882e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10084 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 509 members 
Mstep: Class 5 contains 122279 members 
Mstep: Class 6 contains 67368 members 
Mstep: Class 7 contains 6054 members 
Mstep: Class 8 contains 20632 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 11341 members 
Mstep: Class 12 contains 21598 members 
Mstep: Class 13 contains 26216 members 
Mstep: Class 14 contains 24377 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 7745 members 
Mstep: Class 17 contains 4791 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43644 members 
Mstep: Class 20 contains 13106 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 6031 members 
Mstep: Class 23 contains 13545 members 
Mstep: Class 24 contains 3248 members 
Mstep: Class 25 contains 5509 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838908.000000 Penalty: 55278.062500
Iteration 114Q: 27 clusters Score -4.483891e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122283 members 
Mstep: Class 6 contains 67370 members 
Mstep: Class 7 contains 6068 members 
Mstep: Class 8 contains 20647 members 
Mstep: Class 9 contains 43829 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 11347 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 26205 members 
Mstep: Class 14 contains 24375 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 7740 members 
Mstep: Class 17 contains 4787 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43591 members 
Mstep: Class 20 contains 13223 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 13580 members 
Mstep: Class 24 contains 3255 members 
Mstep: Class 25 contains 5507 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838964.000000 Penalty: 55278.062500
Iteration 115Q: 27 clusters Score -4.483896e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10036 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122285 members 
Mstep: Class 6 contains 67373 members 
Mstep: Class 7 contains 6083 members 
Mstep: Class 8 contains 20656 members 
Mstep: Class 9 contains 43818 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 11348 members 
Mstep: Class 12 contains 21398 members 
Mstep: Class 13 contains 26202 members 
Mstep: Class 14 contains 24375 members 
Mstep: Class 15 contains 4233 members 
Mstep: Class 16 contains 7737 members 
Mstep: Class 17 contains 4775 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43549 members 
Mstep: Class 20 contains 13350 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 13608 members 
Mstep: Class 24 contains 3259 members 
Mstep: Class 25 contains 5508 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839060.000000 Penalty: 55278.062500
Iteration 116Q: 27 clusters Score -4.483906e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10012 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122285 members 
Mstep: Class 6 contains 67366 members 
Mstep: Class 7 contains 6098 members 
Mstep: Class 8 contains 20669 members 
Mstep: Class 9 contains 43818 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 11346 members 
Mstep: Class 12 contains 21309 members 
Mstep: Class 13 contains 26186 members 
Mstep: Class 14 contains 24374 members 
Mstep: Class 15 contains 4235 members 
Mstep: Class 16 contains 7738 members 
Mstep: Class 17 contains 4766 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43516 members 
Mstep: Class 20 contains 13467 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 13634 members 
Mstep: Class 24 contains 3263 members 
Mstep: Class 25 contains 5507 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839128.000000 Penalty: 55278.062500
Iteration 117Q: 27 clusters Score -4.483913e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9986 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122285 members 
Mstep: Class 6 contains 67358 members 
Mstep: Class 7 contains 6104 members 
Mstep: Class 8 contains 20680 members 
Mstep: Class 9 contains 43817 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 11346 members 
Mstep: Class 12 contains 21237 members 
Mstep: Class 13 contains 26182 members 
Mstep: Class 14 contains 24376 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7738 members 
Mstep: Class 17 contains 4749 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43493 members 
Mstep: Class 20 contains 13574 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 13654 members 
Mstep: Class 24 contains 3263 members 
Mstep: Class 25 contains 5507 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839076.000000 Penalty: 55278.062500
Iteration 118Q: 27 clusters Score -4.483908e+07 nChanged 281
Entering ConstructFrom: 
Score: -44839076.000000 Penalty: 55278.062500
Entering ConstructFrom: 
Trying to split cluster 1 (10277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Entering Unmasked Estep 
Score: -979850.812500 Penalty: 1501.120239
	Iteration 0F: 2 clusters Score -979850.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -972474.812500 Penalty: 3002.240479
	Iteration 0F: 3 clusters Score -972474.8 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -974838.187500 Penalty: 3002.240479
	Iteration 1F: 3 clusters Score -974838.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -975096.937500 Penalty: 3002.240479
	Iteration 2F: 3 clusters Score -975096.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -975380.625000 Penalty: 3002.240479
	Iteration 3F: 3 clusters Score -975380.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -975729.250000 Penalty: 3002.240479
	Iteration 4F: 3 clusters Score -975729.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -976110.312500 Penalty: 3002.240479
	Iteration 5F: 3 clusters Score -976110.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -976472.687500 Penalty: 3002.240479
	Iteration 6F: 3 clusters Score -976472.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -976838.375000 Penalty: 3002.240479
	Iteration 7F: 3 clusters Score -976838.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -977222.062500 Penalty: 3002.240479
	Iteration 8F: 3 clusters Score -977222.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -977586.312500 Penalty: 3002.240479
	Iteration 9Q: 3 clusters Score -977586.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -977933.312500 Penalty: 3002.240479
	Iteration 10Q: 3 clusters Score -977933.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -978154.562500 Penalty: 3002.240479
	Iteration 11Q: 3 clusters Score -978154.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -978261.625000 Penalty: 3002.240479
	Iteration 12Q: 3 clusters Score -978261.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -978331.937500 Penalty: 3002.240479
	Iteration 13Q: 3 clusters Score -978331.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -978368.687500 Penalty: 3002.240479
	Iteration 14Q: 3 clusters Score -978368.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -978405.625000 Penalty: 3002.240479
	Iteration 15Q: 3 clusters Score -978405.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -978439.312500 Penalty: 3002.240479
	Iteration 16Q: 3 clusters Score -978439.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -978470.125000 Penalty: 3002.240479
	Iteration 17Q: 3 clusters Score -978470.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -978501.812500 Penalty: 3002.240479
	Iteration 18Q: 3 clusters Score -978501.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -978530.937500 Penalty: 3002.240479
	Iteration 19Q: 3 clusters Score -978530.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -978569.750000 Penalty: 3002.240479
	Iteration 20F: 3 clusters Score -978569.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -978610.000000 Penalty: 3002.240479
	Iteration 21Q: 3 clusters Score -978610 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -978659.562500 Penalty: 3002.240479
	Iteration 22Q: 3 clusters Score -978659.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -978709.125000 Penalty: 3002.240479
	Iteration 23Q: 3 clusters Score -978709.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -978763.562500 Penalty: 3002.240479
	Iteration 24Q: 3 clusters Score -978763.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -978822.375000 Penalty: 3002.240479
	Iteration 25Q: 3 clusters Score -978822.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -978904.937500 Penalty: 3002.240479
	Iteration 26Q: 3 clusters Score -978904.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -978989.375000 Penalty: 3002.240479
	Iteration 27Q: 3 clusters Score -978989.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -979083.750000 Penalty: 3002.240479
	Iteration 28Q: 3 clusters Score -979083.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -979182.875000 Penalty: 3002.240479
	Iteration 29Q: 3 clusters Score -979182.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -979259.812500 Penalty: 3002.240479
	Iteration 30Q: 3 clusters Score -979259.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -979337.500000 Penalty: 3002.240479
	Iteration 31Q: 3 clusters Score -979337.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -979398.562500 Penalty: 3002.240479
	Iteration 32Q: 3 clusters Score -979398.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -979446.687500 Penalty: 3002.240479
	Iteration 33Q: 3 clusters Score -979446.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -979478.437500 Penalty: 3002.240479
	Iteration 34Q: 3 clusters Score -979478.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -979495.500000 Penalty: 3002.240479
	Iteration 35Q: 3 clusters Score -979495.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -979500.937500 Penalty: 3002.240479
	Iteration 36Q: 3 clusters Score -979500.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -979505.625000 Penalty: 3002.240479
	Iteration 37Q: 3 clusters Score -979505.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -979507.750000 Penalty: 3002.240479
	Iteration 38Q: 3 clusters Score -979507.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -979509.812500 Penalty: 3002.240479
	Iteration 39Q: 3 clusters Score -979509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -979531.125000 Penalty: 3002.240479
	Iteration 40F: 3 clusters Score -979531.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -979542.312500 Penalty: 3002.240479
	Iteration 41Q: 3 clusters Score -979542.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -979542.312500 Penalty: 3002.240479
	Iteration 42Q: 3 clusters Score -979542.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -979546.375000 Penalty: 3002.240479
	Iteration 43Q: 3 clusters Score -979546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -979548.437500 Penalty: 3002.240479
	Iteration 44Q: 3 clusters Score -979548.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -979546.750000 Penalty: 3002.240479
	Iteration 45Q: 3 clusters Score -979546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -979549.375000 Penalty: 3002.240479
	Iteration 46Q: 3 clusters Score -979549.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -979550.500000 Penalty: 3002.240479
	Iteration 47Q: 3 clusters Score -979550.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -979553.000000 Penalty: 3002.240479
	Iteration 48Q: 3 clusters Score -979553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -979552.875000 Penalty: 3002.240479
	Iteration 49Q: 3 clusters Score -979552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -979552.625000 Penalty: 3002.240479
	Iteration 50Q: 3 clusters Score -979552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -979554.250000 Penalty: 3002.240479
	Iteration 51Q: 3 clusters Score -979554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -979555.250000 Penalty: 3002.240479
	Iteration 52Q: 3 clusters Score -979555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -979554.375000 Penalty: 3002.240479
	Iteration 53Q: 3 clusters Score -979554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -979551.875000 Penalty: 3002.240479
	Iteration 54Q: 3 clusters Score -979551.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -979551.875000 Penalty: 3002.240479
	Iteration 55F: 3 clusters Score -979551.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Entering Unmasked Estep 
Score: -934098.937500 Penalty: 1496.159424
	Iteration 0F: 2 clusters Score -934098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -926978.562500 Penalty: 2992.318848
	Iteration 0F: 3 clusters Score -926978.6 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -929209.875000 Penalty: 2992.318848
	Iteration 1F: 3 clusters Score -929209.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -929459.250000 Penalty: 2992.318848
	Iteration 2F: 3 clusters Score -929459.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -929654.187500 Penalty: 2992.318848
	Iteration 3F: 3 clusters Score -929654.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -929819.750000 Penalty: 2992.318848
	Iteration 4Q: 3 clusters Score -929819.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -929987.062500 Penalty: 2992.318848
	Iteration 5Q: 3 clusters Score -929987.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -930191.812500 Penalty: 2992.318848
	Iteration 6Q: 3 clusters Score -930191.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -930437.875000 Penalty: 2992.318848
	Iteration 7Q: 3 clusters Score -930437.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -930717.187500 Penalty: 2992.318848
	Iteration 8Q: 3 clusters Score -930717.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -931055.000000 Penalty: 2992.318848
	Iteration 9Q: 3 clusters Score -931055 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -931432.125000 Penalty: 2992.318848
	Iteration 10Q: 3 clusters Score -931432.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -931746.500000 Penalty: 2992.318848
	Iteration 11Q: 3 clusters Score -931746.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -932019.187500 Penalty: 2992.318848
	Iteration 12Q: 3 clusters Score -932019.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -932239.750000 Penalty: 2992.318848
	Iteration 13Q: 3 clusters Score -932239.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -932374.250000 Penalty: 2992.318848
	Iteration 14Q: 3 clusters Score -932374.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -932459.375000 Penalty: 2992.318848
	Iteration 15Q: 3 clusters Score -932459.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -932526.375000 Penalty: 2992.318848
	Iteration 16Q: 3 clusters Score -932526.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -932584.562500 Penalty: 2992.318848
	Iteration 17Q: 3 clusters Score -932584.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -932628.750000 Penalty: 2992.318848
	Iteration 18Q: 3 clusters Score -932628.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -932655.687500 Penalty: 2992.318848
	Iteration 19Q: 3 clusters Score -932655.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -932690.875000 Penalty: 2992.318848
	Iteration 20F: 3 clusters Score -932690.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -932714.312500 Penalty: 2992.318848
	Iteration 21Q: 3 clusters Score -932714.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -932724.437500 Penalty: 2992.318848
	Iteration 22Q: 3 clusters Score -932724.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -932730.375000 Penalty: 2992.318848
	Iteration 23Q: 3 clusters Score -932730.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -932731.875000 Penalty: 2992.318848
	Iteration 24Q: 3 clusters Score -932731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -932735.562500 Penalty: 2992.318848
	Iteration 25Q: 3 clusters Score -932735.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -932739.875000 Penalty: 2992.318848
	Iteration 26Q: 3 clusters Score -932739.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -932741.875000 Penalty: 2992.318848
	Iteration 27Q: 3 clusters Score -932741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -932742.375000 Penalty: 2992.318848
	Iteration 28Q: 3 clusters Score -932742.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -932743.437500 Penalty: 2992.318848
	Iteration 29Q: 3 clusters Score -932743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -932746.750000 Penalty: 2992.318848
	Iteration 30Q: 3 clusters Score -932746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -932751.312500 Penalty: 2992.318848
	Iteration 31Q: 3 clusters Score -932751.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -932755.250000 Penalty: 2992.318848
	Iteration 32Q: 3 clusters Score -932755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -932758.437500 Penalty: 2992.318848
	Iteration 33Q: 3 clusters Score -932758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -932760.937500 Penalty: 2992.318848
	Iteration 34Q: 3 clusters Score -932760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -932764.000000 Penalty: 2992.318848
	Iteration 35Q: 3 clusters Score -932764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -932764.437500 Penalty: 2992.318848
	Iteration 36Q: 3 clusters Score -932764.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -932770.187500 Penalty: 2992.318848
	Iteration 37Q: 3 clusters Score -932770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -932772.750000 Penalty: 2992.318848
	Iteration 38Q: 3 clusters Score -932772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -932774.562500 Penalty: 2992.318848
	Iteration 39Q: 3 clusters Score -932774.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -932774.562500 Penalty: 2992.318848
	Iteration 40F: 3 clusters Score -932774.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Entering Unmasked Estep 
Score: -558230.750000 Penalty: 1410.111694
	Iteration 0F: 2 clusters Score -558230.8 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 2935 members 
Entering Unmasked Estep 
Score: -553719.062500 Penalty: 2820.223389
	Iteration 0F: 3 clusters Score -553719.1 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -555015.312500 Penalty: 2820.223389
	Iteration 1F: 3 clusters Score -555015.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -555227.500000 Penalty: 2820.223389
	Iteration 2F: 3 clusters Score -555227.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -555361.750000 Penalty: 2820.223389
	Iteration 3Q: 3 clusters Score -555361.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -555466.812500 Penalty: 2820.223389
	Iteration 4Q: 3 clusters Score -555466.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -555550.937500 Penalty: 2820.223389
	Iteration 5Q: 3 clusters Score -555550.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -555635.562500 Penalty: 2820.223389
	Iteration 6Q: 3 clusters Score -555635.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -555700.187500 Penalty: 2820.223389
	Iteration 7Q: 3 clusters Score -555700.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -555763.437500 Penalty: 2820.223389
	Iteration 8Q: 3 clusters Score -555763.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -555817.875000 Penalty: 2820.223389
	Iteration 9Q: 3 clusters Score -555817.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -555885.750000 Penalty: 2820.223389
	Iteration 10Q: 3 clusters Score -555885.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -555959.312500 Penalty: 2820.223389
	Iteration 11Q: 3 clusters Score -555959.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -556026.062500 Penalty: 2820.223389
	Iteration 12Q: 3 clusters Score -556026.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -556095.375000 Penalty: 2820.223389
	Iteration 13Q: 3 clusters Score -556095.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -556152.687500 Penalty: 2820.223389
	Iteration 14Q: 3 clusters Score -556152.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -556202.437500 Penalty: 2820.223389
	Iteration 15Q: 3 clusters Score -556202.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -556255.312500 Penalty: 2820.223389
	Iteration 16Q: 3 clusters Score -556255.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -556303.625000 Penalty: 2820.223389
	Iteration 17Q: 3 clusters Score -556303.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -556360.187500 Penalty: 2820.223389
	Iteration 18Q: 3 clusters Score -556360.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -556410.687500 Penalty: 2820.223389
	Iteration 19Q: 3 clusters Score -556410.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -556445.062500 Penalty: 2820.223389
	Iteration 20F: 3 clusters Score -556445.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -556472.000000 Penalty: 2820.223389
	Iteration 21Q: 3 clusters Score -556472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -556496.250000 Penalty: 2820.223389
	Iteration 22Q: 3 clusters Score -556496.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -556522.875000 Penalty: 2820.223389
	Iteration 23Q: 3 clusters Score -556522.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -556543.625000 Penalty: 2820.223389
	Iteration 24Q: 3 clusters Score -556543.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -556555.812500 Penalty: 2820.223389
	Iteration 25Q: 3 clusters Score -556555.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -556567.812500 Penalty: 2820.223389
	Iteration 26Q: 3 clusters Score -556567.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -556576.875000 Penalty: 2820.223389
	Iteration 27Q: 3 clusters Score -556576.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -556585.875000 Penalty: 2820.223389
	Iteration 28Q: 3 clusters Score -556585.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -556592.437500 Penalty: 2820.223389
	Iteration 29Q: 3 clusters Score -556592.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -556596.375000 Penalty: 2820.223389
	Iteration 30Q: 3 clusters Score -556596.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -556605.312500 Penalty: 2820.223389
	Iteration 31Q: 3 clusters Score -556605.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -556616.125000 Penalty: 2820.223389
	Iteration 32Q: 3 clusters Score -556616.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -556633.500000 Penalty: 2820.223389
	Iteration 33Q: 3 clusters Score -556633.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -556662.000000 Penalty: 2820.223389
	Iteration 34Q: 3 clusters Score -556662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -556691.312500 Penalty: 2820.223389
	Iteration 35Q: 3 clusters Score -556691.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -556713.562500 Penalty: 2820.223389
	Iteration 36Q: 3 clusters Score -556713.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -556730.125000 Penalty: 2820.223389
	Iteration 37Q: 3 clusters Score -556730.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -556741.500000 Penalty: 2820.223389
	Iteration 38Q: 3 clusters Score -556741.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -556755.437500 Penalty: 2820.223389
	Iteration 39Q: 3 clusters Score -556755.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -556766.312500 Penalty: 2820.223389
	Iteration 40F: 3 clusters Score -556766.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -556771.375000 Penalty: 2820.223389
	Iteration 41Q: 3 clusters Score -556771.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -556777.500000 Penalty: 2820.223389
	Iteration 42Q: 3 clusters Score -556777.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -556780.937500 Penalty: 2820.223389
	Iteration 43Q: 3 clusters Score -556780.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -556785.562500 Penalty: 2820.223389
	Iteration 44Q: 3 clusters Score -556785.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -556788.500000 Penalty: 2820.223389
	Iteration 45Q: 3 clusters Score -556788.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -556796.375000 Penalty: 2820.223389
	Iteration 46Q: 3 clusters Score -556796.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -556801.125000 Penalty: 2820.223389
	Iteration 47Q: 3 clusters Score -556801.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -556804.062500 Penalty: 2820.223389
	Iteration 48Q: 3 clusters Score -556804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -556805.500000 Penalty: 2820.223389
	Iteration 49Q: 3 clusters Score -556805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -556808.062500 Penalty: 2820.223389
	Iteration 50Q: 3 clusters Score -556808.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -556809.250000 Penalty: 2820.223389
	Iteration 51Q: 3 clusters Score -556809.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -556810.062500 Penalty: 2820.223389
	Iteration 52Q: 3 clusters Score -556810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -556812.562500 Penalty: 2820.223389
	Iteration 53Q: 3 clusters Score -556812.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -556815.687500 Penalty: 2820.223389
	Iteration 54Q: 3 clusters Score -556815.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -556817.437500 Penalty: 2820.223389
	Iteration 55Q: 3 clusters Score -556817.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -556820.750000 Penalty: 2820.223389
	Iteration 56Q: 3 clusters Score -556820.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -556827.937500 Penalty: 2820.223389
	Iteration 57Q: 3 clusters Score -556827.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -556832.437500 Penalty: 2820.223389
	Iteration 58Q: 3 clusters Score -556832.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -556835.500000 Penalty: 2820.223389
	Iteration 59Q: 3 clusters Score -556835.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -556839.312500 Penalty: 2820.223389
	Iteration 60F: 3 clusters Score -556839.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -556844.375000 Penalty: 2820.223389
	Iteration 61Q: 3 clusters Score -556844.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -556847.937500 Penalty: 2820.223389
	Iteration 62Q: 3 clusters Score -556847.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -556849.125000 Penalty: 2820.223389
	Iteration 63Q: 3 clusters Score -556849.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -556852.500000 Penalty: 2820.223389
	Iteration 64Q: 3 clusters Score -556852.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -556854.500000 Penalty: 2820.223389
	Iteration 65Q: 3 clusters Score -556854.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -556855.750000 Penalty: 2820.223389
	Iteration 66Q: 3 clusters Score -556855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -556857.500000 Penalty: 2820.223389
	Iteration 67Q: 3 clusters Score -556857.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -556858.937500 Penalty: 2820.223389
	Iteration 68Q: 3 clusters Score -556858.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -556860.250000 Penalty: 2820.223389
	Iteration 69Q: 3 clusters Score -556860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -556862.625000 Penalty: 2820.223389
	Iteration 70Q: 3 clusters Score -556862.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -556865.000000 Penalty: 2820.223389
	Iteration 71Q: 3 clusters Score -556865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -556864.312500 Penalty: 2820.223389
	Iteration 72Q: 3 clusters Score -556864.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -556865.687500 Penalty: 2820.223389
	Iteration 73Q: 3 clusters Score -556865.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -556867.937500 Penalty: 2820.223389
	Iteration 74Q: 3 clusters Score -556867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -556870.687500 Penalty: 2820.223389
	Iteration 75Q: 3 clusters Score -556870.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -556873.750000 Penalty: 2820.223389
	Iteration 76Q: 3 clusters Score -556873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -556874.750000 Penalty: 2820.223389
	Iteration 77Q: 3 clusters Score -556874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -556875.500000 Penalty: 2820.223389
	Iteration 78Q: 3 clusters Score -556875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -556876.812500 Penalty: 2820.223389
	Iteration 79Q: 3 clusters Score -556876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -556877.812500 Penalty: 2820.223389
	Iteration 80F: 3 clusters Score -556877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -556879.000000 Penalty: 2820.223389
	Iteration 81Q: 3 clusters Score -556879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -556879.187500 Penalty: 2820.223389
	Iteration 82Q: 3 clusters Score -556879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -556878.687500 Penalty: 2820.223389
	Iteration 83Q: 3 clusters Score -556878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -556878.687500 Penalty: 2820.223389
	Iteration 84F: 3 clusters Score -556878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -46709.566406 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -46709.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45632.187500 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -45632.19 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45769.910156 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -45769.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45806.539062 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -45806.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45821.304688 Penalty: 2024.265991
	Iteration 3Q: 3 clusters Score -45821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45828.964844 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -45828.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45834.371094 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -45834.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45835.476562 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -45835.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45837.363281 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -45837.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45837.363281 Penalty: 2024.265991
	Iteration 8F: 3 clusters Score -45837.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122286 members 
Entering Unmasked Estep 
Score: -11753098.000000 Penalty: 1903.544189
	Iteration 0F: 2 clusters Score -1.17531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -11671738.000000 Penalty: 3807.088379
	Iteration 0F: 3 clusters Score -1.167174e+07 nChanged 58581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -11706355.000000 Penalty: 3807.088379
	Iteration 1F: 3 clusters Score -1.170636e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -11708034.000000 Penalty: 3807.088379
	Iteration 2Q: 3 clusters Score -1.170803e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -11710575.000000 Penalty: 3807.088379
	Iteration 3Q: 3 clusters Score -1.171058e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -11714572.000000 Penalty: 3807.088379
	Iteration 4F: 3 clusters Score -1.171457e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -11720810.000000 Penalty: 3807.088379
	Iteration 5F: 3 clusters Score -1.172081e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -11727976.000000 Penalty: 3807.088379
	Iteration 6F: 3 clusters Score -1.172798e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83061 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -11734052.000000 Penalty: 3807.088379
	Iteration 7F: 3 clusters Score -1.173405e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -11737805.000000 Penalty: 3807.088379
	Iteration 8F: 3 clusters Score -1.17378e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86043 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -11739960.000000 Penalty: 3807.088379
	Iteration 9Q: 3 clusters Score -1.173996e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -11741055.000000 Penalty: 3807.088379
	Iteration 10Q: 3 clusters Score -1.174106e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -11741705.000000 Penalty: 3807.088379
	Iteration 11Q: 3 clusters Score -1.17417e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -11742154.000000 Penalty: 3807.088379
	Iteration 12Q: 3 clusters Score -1.174215e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -11742374.000000 Penalty: 3807.088379
	Iteration 13Q: 3 clusters Score -1.174237e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -11742604.000000 Penalty: 3807.088379
	Iteration 14Q: 3 clusters Score -1.17426e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -11742812.000000 Penalty: 3807.088379
	Iteration 15Q: 3 clusters Score -1.174281e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -11742987.000000 Penalty: 3807.088379
	Iteration 16Q: 3 clusters Score -1.174299e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -11743167.000000 Penalty: 3807.088379
	Iteration 17Q: 3 clusters Score -1.174317e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -11743330.000000 Penalty: 3807.088379
	Iteration 18Q: 3 clusters Score -1.174333e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89993 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -11743414.000000 Penalty: 3807.088379
	Iteration 19Q: 3 clusters Score -1.174341e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90375 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -11743452.000000 Penalty: 3807.088379
	Iteration 20F: 3 clusters Score -1.174345e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -11743526.000000 Penalty: 3807.088379
	Iteration 21Q: 3 clusters Score -1.174353e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91186 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -11743642.000000 Penalty: 3807.088379
	Iteration 22Q: 3 clusters Score -1.174364e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -11743704.000000 Penalty: 3807.088379
	Iteration 23Q: 3 clusters Score -1.17437e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92069 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -11743760.000000 Penalty: 3807.088379
	Iteration 24Q: 3 clusters Score -1.174376e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -11743840.000000 Penalty: 3807.088379
	Iteration 25Q: 3 clusters Score -1.174384e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -11743948.000000 Penalty: 3807.088379
	Iteration 26Q: 3 clusters Score -1.174395e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93800 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -11744022.000000 Penalty: 3807.088379
	Iteration 27Q: 3 clusters Score -1.174402e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -11744119.000000 Penalty: 3807.088379
	Iteration 28Q: 3 clusters Score -1.174412e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -11744180.000000 Penalty: 3807.088379
	Iteration 29Q: 3 clusters Score -1.174418e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -11744216.000000 Penalty: 3807.088379
	Iteration 30Q: 3 clusters Score -1.174422e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -11744316.000000 Penalty: 3807.088379
	Iteration 31Q: 3 clusters Score -1.174432e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -11744414.000000 Penalty: 3807.088379
	Iteration 32Q: 3 clusters Score -1.174441e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -11744564.000000 Penalty: 3807.088379
	Iteration 33Q: 3 clusters Score -1.174456e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98775 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -11744708.000000 Penalty: 3807.088379
	Iteration 34Q: 3 clusters Score -1.174471e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99662 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -11744814.000000 Penalty: 3807.088379
	Iteration 35Q: 3 clusters Score -1.174481e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -11744976.000000 Penalty: 3807.088379
	Iteration 36Q: 3 clusters Score -1.174498e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101591 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -11745165.000000 Penalty: 3807.088379
	Iteration 37Q: 3 clusters Score -1.174516e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102608 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -11745346.000000 Penalty: 3807.088379
	Iteration 38Q: 3 clusters Score -1.174535e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103663 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -11745589.000000 Penalty: 3807.088379
	Iteration 39Q: 3 clusters Score -1.174559e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -11745799.000000 Penalty: 3807.088379
	Iteration 40F: 3 clusters Score -1.17458e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105833 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -11746046.000000 Penalty: 3807.088379
	Iteration 41Q: 3 clusters Score -1.174605e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -11746263.000000 Penalty: 3807.088379
	Iteration 42Q: 3 clusters Score -1.174626e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108049 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -11746561.000000 Penalty: 3807.088379
	Iteration 43Q: 3 clusters Score -1.174656e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109183 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -11746868.000000 Penalty: 3807.088379
	Iteration 44Q: 3 clusters Score -1.174687e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110333 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -11747266.000000 Penalty: 3807.088379
	Iteration 45Q: 3 clusters Score -1.174727e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111477 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -11747606.000000 Penalty: 3807.088379
	Iteration 46Q: 3 clusters Score -1.174761e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112595 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -11748044.000000 Penalty: 3807.088379
	Iteration 47Q: 3 clusters Score -1.174804e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113732 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -11748449.000000 Penalty: 3807.088379
	Iteration 48Q: 3 clusters Score -1.174845e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114782 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -11748830.000000 Penalty: 3807.088379
	Iteration 49Q: 3 clusters Score -1.174883e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115755 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -11749162.000000 Penalty: 3807.088379
	Iteration 50Q: 3 clusters Score -1.174916e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116628 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -11749542.000000 Penalty: 3807.088379
	Iteration 51Q: 3 clusters Score -1.174954e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117431 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -11749833.000000 Penalty: 3807.088379
	Iteration 52Q: 3 clusters Score -1.174983e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118119 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -11750131.000000 Penalty: 3807.088379
	Iteration 53Q: 3 clusters Score -1.175013e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118707 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -11750395.000000 Penalty: 3807.088379
	Iteration 54Q: 3 clusters Score -1.17504e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119192 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -11750619.000000 Penalty: 3807.088379
	Iteration 55Q: 3 clusters Score -1.175062e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119601 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -11750816.000000 Penalty: 3807.088379
	Iteration 56Q: 3 clusters Score -1.175082e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119944 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -11750969.000000 Penalty: 3807.088379
	Iteration 57Q: 3 clusters Score -1.175097e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120219 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -11751058.000000 Penalty: 3807.088379
	Iteration 58Q: 3 clusters Score -1.175106e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120448 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -11751135.000000 Penalty: 3807.088379
	Iteration 59Q: 3 clusters Score -1.175114e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120617 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -11751215.000000 Penalty: 3807.088379
	Iteration 60F: 3 clusters Score -1.175122e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120768 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11751297.000000 Penalty: 3807.088379
	Iteration 61Q: 3 clusters Score -1.17513e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120891 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -11751353.000000 Penalty: 3807.088379
	Iteration 62Q: 3 clusters Score -1.175135e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120997 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -11751442.000000 Penalty: 3807.088379
	Iteration 63Q: 3 clusters Score -1.175144e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121079 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -11751505.000000 Penalty: 3807.088379
	Iteration 64Q: 3 clusters Score -1.17515e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121158 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11751516.000000 Penalty: 3807.088379
	Iteration 65Q: 3 clusters Score -1.175152e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121210 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11751540.000000 Penalty: 3807.088379
	Iteration 66Q: 3 clusters Score -1.175154e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121254 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11751582.000000 Penalty: 3807.088379
	Iteration 67Q: 3 clusters Score -1.175158e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121292 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11751616.000000 Penalty: 3807.088379
	Iteration 68Q: 3 clusters Score -1.175162e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121323 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -11751641.000000 Penalty: 3807.088379
	Iteration 69Q: 3 clusters Score -1.175164e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121347 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11751658.000000 Penalty: 3807.088379
	Iteration 70Q: 3 clusters Score -1.175166e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121374 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11751694.000000 Penalty: 3807.088379
	Iteration 71Q: 3 clusters Score -1.175169e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121387 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11751716.000000 Penalty: 3807.088379
	Iteration 72Q: 3 clusters Score -1.175172e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121397 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11751720.000000 Penalty: 3807.088379
	Iteration 73Q: 3 clusters Score -1.175172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121408 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11751720.000000 Penalty: 3807.088379
	Iteration 74Q: 3 clusters Score -1.175172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121416 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11751728.000000 Penalty: 3807.088379
	Iteration 75Q: 3 clusters Score -1.175173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121422 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11751733.000000 Penalty: 3807.088379
	Iteration 76Q: 3 clusters Score -1.175173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121425 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -11751728.000000 Penalty: 3807.088379
	Iteration 77Q: 3 clusters Score -1.175173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121426 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11751730.000000 Penalty: 3807.088379
	Iteration 78Q: 3 clusters Score -1.175173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121427 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11751738.000000 Penalty: 3807.088379
	Iteration 79Q: 3 clusters Score -1.175174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121426 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11751736.000000 Penalty: 3807.088379
	Iteration 80F: 3 clusters Score -1.175174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Entering Unmasked Estep 
Score: -6465856.500000 Penalty: 1806.614624
	Iteration 0F: 2 clusters Score -6465856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -6420898.500000 Penalty: 3613.229248
	Iteration 0F: 3 clusters Score -6420898 nChanged 31797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -6438977.000000 Penalty: 3613.229248
	Iteration 1F: 3 clusters Score -6438977 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -6439480.500000 Penalty: 3613.229248
	Iteration 2Q: 3 clusters Score -6439480 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -6439957.000000 Penalty: 3613.229248
	Iteration 3Q: 3 clusters Score -6439957 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -6440554.000000 Penalty: 3613.229248
	Iteration 4Q: 3 clusters Score -6440554 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -6441335.500000 Penalty: 3613.229248
	Iteration 5Q: 3 clusters Score -6441336 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -6442693.000000 Penalty: 3613.229248
	Iteration 6Q: 3 clusters Score -6442693 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6444655.500000 Penalty: 3613.229248
	Iteration 7F: 3 clusters Score -6444656 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -6447493.500000 Penalty: 3613.229248
	Iteration 8F: 3 clusters Score -6447494 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -6451015.000000 Penalty: 3613.229248
	Iteration 9F: 3 clusters Score -6451015 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -6454720.500000 Penalty: 3613.229248
	Iteration 10F: 3 clusters Score -6454720 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -6457929.500000 Penalty: 3613.229248
	Iteration 11F: 3 clusters Score -6457930 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -6460327.000000 Penalty: 3613.229248
	Iteration 12Q: 3 clusters Score -6460327 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6462034.500000 Penalty: 3613.229248
	Iteration 13Q: 3 clusters Score -6462034 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6463112.000000 Penalty: 3613.229248
	Iteration 14Q: 3 clusters Score -6463112 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6463658.500000 Penalty: 3613.229248
	Iteration 15Q: 3 clusters Score -6463658 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6463938.500000 Penalty: 3613.229248
	Iteration 16Q: 3 clusters Score -6463938 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6464069.500000 Penalty: 3613.229248
	Iteration 17Q: 3 clusters Score -6464070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6464133.000000 Penalty: 3613.229248
	Iteration 18Q: 3 clusters Score -6464133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6464167.500000 Penalty: 3613.229248
	Iteration 19Q: 3 clusters Score -6464168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6464194.500000 Penalty: 3613.229248
	Iteration 20F: 3 clusters Score -6464194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6464204.500000 Penalty: 3613.229248
	Iteration 21Q: 3 clusters Score -6464204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6464222.000000 Penalty: 3613.229248
	Iteration 22Q: 3 clusters Score -6464222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67105 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6464222.500000 Penalty: 3613.229248
	Iteration 23Q: 3 clusters Score -6464222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6464225.000000 Penalty: 3613.229248
	Iteration 24Q: 3 clusters Score -6464225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6464227.000000 Penalty: 3613.229248
	Iteration 25Q: 3 clusters Score -6464227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6464229.500000 Penalty: 3613.229248
	Iteration 26Q: 3 clusters Score -6464230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6464229.500000 Penalty: 3613.229248
	Iteration 27F: 3 clusters Score -6464230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Entering Unmasked Estep 
Score: -595173.750000 Penalty: 1416.756226
	Iteration 0F: 2 clusters Score -595173.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -590482.437500 Penalty: 2833.512451
	Iteration 0F: 3 clusters Score -590482.4 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -591828.062500 Penalty: 2833.512451
	Iteration 1F: 3 clusters Score -591828.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -592009.562500 Penalty: 2833.512451
	Iteration 2F: 3 clusters Score -592009.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -592136.125000 Penalty: 2833.512451
	Iteration 3Q: 3 clusters Score -592136.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -592245.562500 Penalty: 2833.512451
	Iteration 4Q: 3 clusters Score -592245.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -592334.625000 Penalty: 2833.512451
	Iteration 5Q: 3 clusters Score -592334.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -592391.875000 Penalty: 2833.512451
	Iteration 6Q: 3 clusters Score -592391.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -592456.437500 Penalty: 2833.512451
	Iteration 7Q: 3 clusters Score -592456.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -592519.937500 Penalty: 2833.512451
	Iteration 8Q: 3 clusters Score -592519.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -592577.250000 Penalty: 2833.512451
	Iteration 9Q: 3 clusters Score -592577.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -592623.812500 Penalty: 2833.512451
	Iteration 10Q: 3 clusters Score -592623.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -592660.375000 Penalty: 2833.512451
	Iteration 11Q: 3 clusters Score -592660.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -592697.312500 Penalty: 2833.512451
	Iteration 12Q: 3 clusters Score -592697.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -592735.750000 Penalty: 2833.512451
	Iteration 13Q: 3 clusters Score -592735.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -592775.937500 Penalty: 2833.512451
	Iteration 14Q: 3 clusters Score -592775.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -592822.187500 Penalty: 2833.512451
	Iteration 15Q: 3 clusters Score -592822.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -592865.812500 Penalty: 2833.512451
	Iteration 16Q: 3 clusters Score -592865.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -592920.125000 Penalty: 2833.512451
	Iteration 17Q: 3 clusters Score -592920.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -592995.062500 Penalty: 2833.512451
	Iteration 18Q: 3 clusters Score -592995.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -593082.312500 Penalty: 2833.512451
	Iteration 19Q: 3 clusters Score -593082.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -593163.125000 Penalty: 2833.512451
	Iteration 20F: 3 clusters Score -593163.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -593228.812500 Penalty: 2833.512451
	Iteration 21Q: 3 clusters Score -593228.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -593289.687500 Penalty: 2833.512451
	Iteration 22Q: 3 clusters Score -593289.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -593350.562500 Penalty: 2833.512451
	Iteration 23Q: 3 clusters Score -593350.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -593404.250000 Penalty: 2833.512451
	Iteration 24Q: 3 clusters Score -593404.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -593447.562500 Penalty: 2833.512451
	Iteration 25Q: 3 clusters Score -593447.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -593487.312500 Penalty: 2833.512451
	Iteration 26Q: 3 clusters Score -593487.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -593526.500000 Penalty: 2833.512451
	Iteration 27Q: 3 clusters Score -593526.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -593567.437500 Penalty: 2833.512451
	Iteration 28Q: 3 clusters Score -593567.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -593611.562500 Penalty: 2833.512451
	Iteration 29Q: 3 clusters Score -593611.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -593651.125000 Penalty: 2833.512451
	Iteration 30Q: 3 clusters Score -593651.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -593687.312500 Penalty: 2833.512451
	Iteration 31Q: 3 clusters Score -593687.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -593740.250000 Penalty: 2833.512451
	Iteration 32Q: 3 clusters Score -593740.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -593784.000000 Penalty: 2833.512451
	Iteration 33Q: 3 clusters Score -593784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -593819.937500 Penalty: 2833.512451
	Iteration 34Q: 3 clusters Score -593819.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -593846.000000 Penalty: 2833.512451
	Iteration 35Q: 3 clusters Score -593846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -593878.500000 Penalty: 2833.512451
	Iteration 36Q: 3 clusters Score -593878.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -593906.437500 Penalty: 2833.512451
	Iteration 37Q: 3 clusters Score -593906.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -593936.125000 Penalty: 2833.512451
	Iteration 38Q: 3 clusters Score -593936.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -593952.500000 Penalty: 2833.512451
	Iteration 39Q: 3 clusters Score -593952.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -593964.250000 Penalty: 2833.512451
	Iteration 40F: 3 clusters Score -593964.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -593969.750000 Penalty: 2833.512451
	Iteration 41Q: 3 clusters Score -593969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -593970.750000 Penalty: 2833.512451
	Iteration 42Q: 3 clusters Score -593970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -593970.750000 Penalty: 2833.512451
	Iteration 43F: 3 clusters Score -593970.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Entering Unmasked Estep 
Score: -2006002.375000 Penalty: 1614.828369
	Iteration 0F: 2 clusters Score -2006002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1991913.000000 Penalty: 3229.656738
	Iteration 0F: 3 clusters Score -1991913 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1996959.875000 Penalty: 3229.656738
	Iteration 1F: 3 clusters Score -1996960 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1997214.750000 Penalty: 3229.656738
	Iteration 2Q: 3 clusters Score -1997215 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1997443.625000 Penalty: 3229.656738
	Iteration 3Q: 3 clusters Score -1997444 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1997677.750000 Penalty: 3229.656738
	Iteration 4Q: 3 clusters Score -1997678 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1997971.625000 Penalty: 3229.656738
	Iteration 5Q: 3 clusters Score -1997972 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1998365.125000 Penalty: 3229.656738
	Iteration 6Q: 3 clusters Score -1998365 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1998962.375000 Penalty: 3229.656738
	Iteration 7F: 3 clusters Score -1998962 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1999817.125000 Penalty: 3229.656738
	Iteration 8F: 3 clusters Score -1999817 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2000826.625000 Penalty: 3229.656738
	Iteration 9F: 3 clusters Score -2000827 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2001900.000000 Penalty: 3229.656738
	Iteration 10F: 3 clusters Score -2001900 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2002916.375000 Penalty: 3229.656738
	Iteration 11F: 3 clusters Score -2002916 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2003644.500000 Penalty: 3229.656738
	Iteration 12Q: 3 clusters Score -2003644 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2004065.500000 Penalty: 3229.656738
	Iteration 13Q: 3 clusters Score -2004066 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2004283.500000 Penalty: 3229.656738
	Iteration 14Q: 3 clusters Score -2004284 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2004390.500000 Penalty: 3229.656738
	Iteration 15Q: 3 clusters Score -2004390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2004469.875000 Penalty: 3229.656738
	Iteration 16Q: 3 clusters Score -2004470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2004511.875000 Penalty: 3229.656738
	Iteration 17Q: 3 clusters Score -2004512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2004539.250000 Penalty: 3229.656738
	Iteration 18Q: 3 clusters Score -2004539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2004560.375000 Penalty: 3229.656738
	Iteration 19Q: 3 clusters Score -2004560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2004579.750000 Penalty: 3229.656738
	Iteration 20F: 3 clusters Score -2004580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2004587.625000 Penalty: 3229.656738
	Iteration 21Q: 3 clusters Score -2004588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2004596.750000 Penalty: 3229.656738
	Iteration 22Q: 3 clusters Score -2004597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2004601.625000 Penalty: 3229.656738
	Iteration 23Q: 3 clusters Score -2004602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2004605.500000 Penalty: 3229.656738
	Iteration 24Q: 3 clusters Score -2004606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2004607.625000 Penalty: 3229.656738
	Iteration 25Q: 3 clusters Score -2004608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2004607.625000 Penalty: 3229.656738
	Iteration 26F: 3 clusters Score -2004608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Entering Unmasked Estep 
Score: -4237697.000000 Penalty: 1736.745239
	Iteration 0F: 2 clusters Score -4237697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -4208157.500000 Penalty: 3473.490479
	Iteration 0F: 3 clusters Score -4208158 nChanged 20491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -4219718.500000 Penalty: 3473.490479
	Iteration 1F: 3 clusters Score -4219718 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -4220303.500000 Penalty: 3473.490479
	Iteration 2Q: 3 clusters Score -4220304 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4221129.000000 Penalty: 3473.490479
	Iteration 3Q: 3 clusters Score -4221129 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -4222337.500000 Penalty: 3473.490479
	Iteration 4F: 3 clusters Score -4222338 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4224234.500000 Penalty: 3473.490479
	Iteration 5F: 3 clusters Score -4224234 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4226981.000000 Penalty: 3473.490479
	Iteration 6F: 3 clusters Score -4226981 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -4230246.000000 Penalty: 3473.490479
	Iteration 7F: 3 clusters Score -4230246 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -4233023.000000 Penalty: 3473.490479
	Iteration 8F: 3 clusters Score -4233023 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -4234709.000000 Penalty: 3473.490479
	Iteration 9Q: 3 clusters Score -4234709 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -4235502.500000 Penalty: 3473.490479
	Iteration 10Q: 3 clusters Score -4235502 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -4235842.500000 Penalty: 3473.490479
	Iteration 11Q: 3 clusters Score -4235842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -4235951.500000 Penalty: 3473.490479
	Iteration 12Q: 3 clusters Score -4235952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -4236010.000000 Penalty: 3473.490479
	Iteration 13Q: 3 clusters Score -4236010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -4236045.000000 Penalty: 3473.490479
	Iteration 14Q: 3 clusters Score -4236045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -4236073.500000 Penalty: 3473.490479
	Iteration 15Q: 3 clusters Score -4236074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -4236087.000000 Penalty: 3473.490479
	Iteration 16Q: 3 clusters Score -4236087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -4236100.000000 Penalty: 3473.490479
	Iteration 17Q: 3 clusters Score -4236100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -4236103.500000 Penalty: 3473.490479
	Iteration 18Q: 3 clusters Score -4236104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -4236108.000000 Penalty: 3473.490479
	Iteration 19Q: 3 clusters Score -4236108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -4236112.000000 Penalty: 3473.490479
	Iteration 20F: 3 clusters Score -4236112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -4236121.500000 Penalty: 3473.490479
	Iteration 21Q: 3 clusters Score -4236122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -4236123.500000 Penalty: 3473.490479
	Iteration 22Q: 3 clusters Score -4236124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -4236133.000000 Penalty: 3473.490479
	Iteration 23Q: 3 clusters Score -4236133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -4236134.500000 Penalty: 3473.490479
	Iteration 24Q: 3 clusters Score -4236134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -4236136.500000 Penalty: 3473.490479
	Iteration 25Q: 3 clusters Score -4236136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -4236136.500000 Penalty: 3473.490479
	Iteration 26F: 3 clusters Score -4236136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Entering Unmasked Estep 
Score: -445832.375000 Penalty: 1374.782349
	Iteration 0F: 2 clusters Score -445832.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -442038.718750 Penalty: 2749.564697
	Iteration 0F: 3 clusters Score -442038.7 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -443048.156250 Penalty: 2749.564697
	Iteration 1F: 3 clusters Score -443048.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -443281.500000 Penalty: 2749.564697
	Iteration 2F: 3 clusters Score -443281.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -443479.031250 Penalty: 2749.564697
	Iteration 3F: 3 clusters Score -443479 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -443667.687500 Penalty: 2749.564697
	Iteration 4F: 3 clusters Score -443667.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -443934.218750 Penalty: 2749.564697
	Iteration 5F: 3 clusters Score -443934.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -444241.687500 Penalty: 2749.564697
	Iteration 6F: 3 clusters Score -444241.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -444585.625000 Penalty: 2749.564697
	Iteration 7F: 3 clusters Score -444585.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -445009.062500 Penalty: 2749.564697
	Iteration 8F: 3 clusters Score -445009.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -445493.343750 Penalty: 2749.564697
	Iteration 9F: 3 clusters Score -445493.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -445869.562500 Penalty: 2749.564697
	Iteration 10Q: 3 clusters Score -445869.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -446129.843750 Penalty: 2749.564697
	Iteration 11Q: 3 clusters Score -446129.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -446236.562500 Penalty: 2749.564697
	Iteration 12Q: 3 clusters Score -446236.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -446270.812500 Penalty: 2749.564697
	Iteration 13Q: 3 clusters Score -446270.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -446278.281250 Penalty: 2749.564697
	Iteration 14Q: 3 clusters Score -446278.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -446280.156250 Penalty: 2749.564697
	Iteration 15Q: 3 clusters Score -446280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -446280.156250 Penalty: 2749.564697
	Iteration 16F: 3 clusters Score -446280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9968 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122286 members 
Mstep: Class 6 contains 67348 members 
Mstep: Class 7 contains 6115 members 
Mstep: Class 8 contains 20690 members 
Mstep: Class 9 contains 43812 members 
Mstep: Class 10 contains 2338 members 
Mstep: Class 11 contains 11340 members 
Mstep: Class 12 contains 21159 members 
Mstep: Class 13 contains 26188 members 
Mstep: Class 14 contains 24375 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7738 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43473 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 13668 members 
Mstep: Class 24 contains 3264 members 
Mstep: Class 25 contains 5507 members 
Mstep: Class 26 contains 635 members 
Mstep: Class 27 contains 2385 members 
Entering Unmasked Estep 
Score: -44838796.000000 Penalty: 57404.140625
Splitting cluster 10 changes total score from -44839076.000000 to -44838796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1093081.375000 Penalty: 1517.114990
	Iteration 0F: 2 clusters Score -1093081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1085075.500000 Penalty: 3034.229980
	Iteration 0F: 3 clusters Score -1085076 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1087629.375000 Penalty: 3034.229980
	Iteration 1F: 3 clusters Score -1087629 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1087864.250000 Penalty: 3034.229980
	Iteration 2F: 3 clusters Score -1087864 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1088045.625000 Penalty: 3034.229980
	Iteration 3Q: 3 clusters Score -1088046 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1088203.375000 Penalty: 3034.229980
	Iteration 4Q: 3 clusters Score -1088203 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1088363.000000 Penalty: 3034.229980
	Iteration 5Q: 3 clusters Score -1088363 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1088538.250000 Penalty: 3034.229980
	Iteration 6Q: 3 clusters Score -1088538 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1088727.250000 Penalty: 3034.229980
	Iteration 7Q: 3 clusters Score -1088727 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1088952.125000 Penalty: 3034.229980
	Iteration 8Q: 3 clusters Score -1088952 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1089194.750000 Penalty: 3034.229980
	Iteration 9Q: 3 clusters Score -1089195 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1089417.625000 Penalty: 3034.229980
	Iteration 10Q: 3 clusters Score -1089418 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1089641.375000 Penalty: 3034.229980
	Iteration 11Q: 3 clusters Score -1089641 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1089843.000000 Penalty: 3034.229980
	Iteration 12Q: 3 clusters Score -1089843 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1090000.625000 Penalty: 3034.229980
	Iteration 13Q: 3 clusters Score -1090001 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1090130.000000 Penalty: 3034.229980
	Iteration 14Q: 3 clusters Score -1090130 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1090218.125000 Penalty: 3034.229980
	Iteration 15Q: 3 clusters Score -1090218 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1090271.500000 Penalty: 3034.229980
	Iteration 16Q: 3 clusters Score -1090272 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1090309.250000 Penalty: 3034.229980
	Iteration 17Q: 3 clusters Score -1090309 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1090333.750000 Penalty: 3034.229980
	Iteration 18Q: 3 clusters Score -1090334 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1090344.500000 Penalty: 3034.229980
	Iteration 19Q: 3 clusters Score -1090344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1090356.375000 Penalty: 3034.229980
	Iteration 20F: 3 clusters Score -1090356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1090367.375000 Penalty: 3034.229980
	Iteration 21Q: 3 clusters Score -1090367 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1090375.125000 Penalty: 3034.229980
	Iteration 22Q: 3 clusters Score -1090375 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1090379.375000 Penalty: 3034.229980
	Iteration 23Q: 3 clusters Score -1090379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1090384.750000 Penalty: 3034.229980
	Iteration 24Q: 3 clusters Score -1090385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1090394.375000 Penalty: 3034.229980
	Iteration 25Q: 3 clusters Score -1090394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1090403.750000 Penalty: 3034.229980
	Iteration 26Q: 3 clusters Score -1090404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1090414.625000 Penalty: 3034.229980
	Iteration 27Q: 3 clusters Score -1090415 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1090430.875000 Penalty: 3034.229980
	Iteration 28Q: 3 clusters Score -1090431 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1090442.375000 Penalty: 3034.229980
	Iteration 29Q: 3 clusters Score -1090442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1090457.875000 Penalty: 3034.229980
	Iteration 30Q: 3 clusters Score -1090458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1090473.875000 Penalty: 3034.229980
	Iteration 31Q: 3 clusters Score -1090474 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1090486.625000 Penalty: 3034.229980
	Iteration 32Q: 3 clusters Score -1090487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1090500.375000 Penalty: 3034.229980
	Iteration 33Q: 3 clusters Score -1090500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1090517.500000 Penalty: 3034.229980
	Iteration 34Q: 3 clusters Score -1090518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1090531.500000 Penalty: 3034.229980
	Iteration 35Q: 3 clusters Score -1090532 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1090548.625000 Penalty: 3034.229980
	Iteration 36Q: 3 clusters Score -1090549 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1090570.000000 Penalty: 3034.229980
	Iteration 37Q: 3 clusters Score -1090570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1090598.875000 Penalty: 3034.229980
	Iteration 38Q: 3 clusters Score -1090599 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1090625.875000 Penalty: 3034.229980
	Iteration 39Q: 3 clusters Score -1090626 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1090653.125000 Penalty: 3034.229980
	Iteration 40F: 3 clusters Score -1090653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1090683.375000 Penalty: 3034.229980
	Iteration 41Q: 3 clusters Score -1090683 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1090709.875000 Penalty: 3034.229980
	Iteration 42Q: 3 clusters Score -1090710 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1090737.125000 Penalty: 3034.229980
	Iteration 43Q: 3 clusters Score -1090737 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1090767.875000 Penalty: 3034.229980
	Iteration 44Q: 3 clusters Score -1090768 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1090796.250000 Penalty: 3034.229980
	Iteration 45Q: 3 clusters Score -1090796 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1090838.000000 Penalty: 3034.229980
	Iteration 46Q: 3 clusters Score -1090838 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1090873.625000 Penalty: 3034.229980
	Iteration 47Q: 3 clusters Score -1090874 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1090920.875000 Penalty: 3034.229980
	Iteration 48Q: 3 clusters Score -1090921 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1090973.750000 Penalty: 3034.229980
	Iteration 49Q: 3 clusters Score -1090974 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1091044.500000 Penalty: 3034.229980
	Iteration 50Q: 3 clusters Score -1091044 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1091135.125000 Penalty: 3034.229980
	Iteration 51Q: 3 clusters Score -1091135 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1091231.625000 Penalty: 3034.229980
	Iteration 52Q: 3 clusters Score -1091232 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1091320.750000 Penalty: 3034.229980
	Iteration 53Q: 3 clusters Score -1091321 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1091411.375000 Penalty: 3034.229980
	Iteration 54Q: 3 clusters Score -1091411 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1091477.625000 Penalty: 3034.229980
	Iteration 55Q: 3 clusters Score -1091478 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1091536.750000 Penalty: 3034.229980
	Iteration 56Q: 3 clusters Score -1091537 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1091587.125000 Penalty: 3034.229980
	Iteration 57Q: 3 clusters Score -1091587 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1091640.000000 Penalty: 3034.229980
	Iteration 58Q: 3 clusters Score -1091640 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1091698.375000 Penalty: 3034.229980
	Iteration 59Q: 3 clusters Score -1091698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1091742.750000 Penalty: 3034.229980
	Iteration 60F: 3 clusters Score -1091743 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1091786.250000 Penalty: 3034.229980
	Iteration 61Q: 3 clusters Score -1091786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1091819.750000 Penalty: 3034.229980
	Iteration 62Q: 3 clusters Score -1091820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1091839.875000 Penalty: 3034.229980
	Iteration 63Q: 3 clusters Score -1091840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1091852.750000 Penalty: 3034.229980
	Iteration 64Q: 3 clusters Score -1091853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1091866.500000 Penalty: 3034.229980
	Iteration 65Q: 3 clusters Score -1091866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1091885.250000 Penalty: 3034.229980
	Iteration 66Q: 3 clusters Score -1091885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1091896.000000 Penalty: 3034.229980
	Iteration 67Q: 3 clusters Score -1091896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1091909.125000 Penalty: 3034.229980
	Iteration 68Q: 3 clusters Score -1091909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1091918.125000 Penalty: 3034.229980
	Iteration 69Q: 3 clusters Score -1091918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1091923.125000 Penalty: 3034.229980
	Iteration 70Q: 3 clusters Score -1091923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1091930.250000 Penalty: 3034.229980
	Iteration 71Q: 3 clusters Score -1091930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1091935.250000 Penalty: 3034.229980
	Iteration 72Q: 3 clusters Score -1091935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1091940.500000 Penalty: 3034.229980
	Iteration 73Q: 3 clusters Score -1091940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1091947.250000 Penalty: 3034.229980
	Iteration 74Q: 3 clusters Score -1091947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1091948.625000 Penalty: 3034.229980
	Iteration 75Q: 3 clusters Score -1091949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1091949.750000 Penalty: 3034.229980
	Iteration 76Q: 3 clusters Score -1091950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1091952.750000 Penalty: 3034.229980
	Iteration 77Q: 3 clusters Score -1091953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1091960.750000 Penalty: 3034.229980
	Iteration 78Q: 3 clusters Score -1091961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1091961.250000 Penalty: 3034.229980
	Iteration 79Q: 3 clusters Score -1091961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1091961.375000 Penalty: 3034.229980
	Iteration 80F: 3 clusters Score -1091961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1091963.875000 Penalty: 3034.229980
	Iteration 81Q: 3 clusters Score -1091964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1091963.875000 Penalty: 3034.229980
	Iteration 82Q: 3 clusters Score -1091964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1091966.000000 Penalty: 3034.229980
	Iteration 83Q: 3 clusters Score -1091966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1091967.250000 Penalty: 3034.229980
	Iteration 84Q: 3 clusters Score -1091967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1091966.000000 Penalty: 3034.229980
	Iteration 85Q: 3 clusters Score -1091966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1091967.625000 Penalty: 3034.229980
	Iteration 86Q: 3 clusters Score -1091968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1091967.375000 Penalty: 3034.229980
	Iteration 87Q: 3 clusters Score -1091967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1091967.375000 Penalty: 3034.229980
	Iteration 88F: 3 clusters Score -1091967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Entering Unmasked Estep 
Score: -1990636.750000 Penalty: 1618.470825
	Iteration 0F: 2 clusters Score -1990637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1976074.750000 Penalty: 3236.941650
	Iteration 0F: 3 clusters Score -1976075 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1981782.125000 Penalty: 3236.941650
	Iteration 1F: 3 clusters Score -1981782 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1982307.500000 Penalty: 3236.941650
	Iteration 2F: 3 clusters Score -1982308 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1982926.375000 Penalty: 3236.941650
	Iteration 3F: 3 clusters Score -1982926 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1983712.125000 Penalty: 3236.941650
	Iteration 4F: 3 clusters Score -1983712 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1984641.750000 Penalty: 3236.941650
	Iteration 5F: 3 clusters Score -1984642 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1985673.500000 Penalty: 3236.941650
	Iteration 6F: 3 clusters Score -1985674 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1986719.750000 Penalty: 3236.941650
	Iteration 7F: 3 clusters Score -1986720 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1987612.250000 Penalty: 3236.941650
	Iteration 8Q: 3 clusters Score -1987612 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -1988210.125000 Penalty: 3236.941650
	Iteration 9Q: 3 clusters Score -1988210 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1988611.125000 Penalty: 3236.941650
	Iteration 10Q: 3 clusters Score -1988611 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -1988852.500000 Penalty: 3236.941650
	Iteration 11Q: 3 clusters Score -1988852 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -1989004.625000 Penalty: 3236.941650
	Iteration 12Q: 3 clusters Score -1989005 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -1989100.000000 Penalty: 3236.941650
	Iteration 13Q: 3 clusters Score -1989100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -1989135.750000 Penalty: 3236.941650
	Iteration 14Q: 3 clusters Score -1989136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -1989159.750000 Penalty: 3236.941650
	Iteration 15Q: 3 clusters Score -1989160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -1989180.000000 Penalty: 3236.941650
	Iteration 16Q: 3 clusters Score -1989180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -1989208.000000 Penalty: 3236.941650
	Iteration 17Q: 3 clusters Score -1989208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -1989245.125000 Penalty: 3236.941650
	Iteration 18Q: 3 clusters Score -1989245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -1989271.375000 Penalty: 3236.941650
	Iteration 19Q: 3 clusters Score -1989271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -1989291.500000 Penalty: 3236.941650
	Iteration 20F: 3 clusters Score -1989292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -1989296.125000 Penalty: 3236.941650
	Iteration 21Q: 3 clusters Score -1989296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -1989316.125000 Penalty: 3236.941650
	Iteration 22Q: 3 clusters Score -1989316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -1989321.500000 Penalty: 3236.941650
	Iteration 23Q: 3 clusters Score -1989322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -1989329.750000 Penalty: 3236.941650
	Iteration 24Q: 3 clusters Score -1989330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -1989334.875000 Penalty: 3236.941650
	Iteration 25Q: 3 clusters Score -1989335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -1989338.750000 Penalty: 3236.941650
	Iteration 26Q: 3 clusters Score -1989339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -1989345.250000 Penalty: 3236.941650
	Iteration 27Q: 3 clusters Score -1989345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -1989350.125000 Penalty: 3236.941650
	Iteration 28Q: 3 clusters Score -1989350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -1989354.250000 Penalty: 3236.941650
	Iteration 29Q: 3 clusters Score -1989354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -1989358.625000 Penalty: 3236.941650
	Iteration 30Q: 3 clusters Score -1989359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1989360.625000 Penalty: 3236.941650
	Iteration 31Q: 3 clusters Score -1989361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -1989361.750000 Penalty: 3236.941650
	Iteration 32Q: 3 clusters Score -1989362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -1989361.625000 Penalty: 3236.941650
	Iteration 33Q: 3 clusters Score -1989362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1989362.750000 Penalty: 3236.941650
	Iteration 34Q: 3 clusters Score -1989363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1989362.750000 Penalty: 3236.941650
	Iteration 35F: 3 clusters Score -1989363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Entering Unmasked Estep 
Score: -2527188.250000 Penalty: 1653.121704
	Iteration 0F: 2 clusters Score -2527188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2509529.250000 Penalty: 3306.243408
	Iteration 0F: 3 clusters Score -2509529 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2516052.250000 Penalty: 3306.243408
	Iteration 1F: 3 clusters Score -2516052 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2516547.000000 Penalty: 3306.243408
	Iteration 2Q: 3 clusters Score -2516547 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2517136.000000 Penalty: 3306.243408
	Iteration 3F: 3 clusters Score -2517136 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2517933.500000 Penalty: 3306.243408
	Iteration 4F: 3 clusters Score -2517934 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2519127.250000 Penalty: 3306.243408
	Iteration 5F: 3 clusters Score -2519127 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2520678.750000 Penalty: 3306.243408
	Iteration 6F: 3 clusters Score -2520679 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2522473.750000 Penalty: 3306.243408
	Iteration 7F: 3 clusters Score -2522474 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2523874.750000 Penalty: 3306.243408
	Iteration 8F: 3 clusters Score -2523875 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2524730.000000 Penalty: 3306.243408
	Iteration 9Q: 3 clusters Score -2524730 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2525206.750000 Penalty: 3306.243408
	Iteration 10Q: 3 clusters Score -2525207 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2525432.000000 Penalty: 3306.243408
	Iteration 11Q: 3 clusters Score -2525432 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2525550.250000 Penalty: 3306.243408
	Iteration 12Q: 3 clusters Score -2525550 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2525630.500000 Penalty: 3306.243408
	Iteration 13Q: 3 clusters Score -2525630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2525673.250000 Penalty: 3306.243408
	Iteration 14Q: 3 clusters Score -2525673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2525704.750000 Penalty: 3306.243408
	Iteration 15Q: 3 clusters Score -2525705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2525736.000000 Penalty: 3306.243408
	Iteration 16Q: 3 clusters Score -2525736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2525751.750000 Penalty: 3306.243408
	Iteration 17Q: 3 clusters Score -2525752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2525772.750000 Penalty: 3306.243408
	Iteration 18Q: 3 clusters Score -2525773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2525784.000000 Penalty: 3306.243408
	Iteration 19Q: 3 clusters Score -2525784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2525791.750000 Penalty: 3306.243408
	Iteration 20F: 3 clusters Score -2525792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2525802.000000 Penalty: 3306.243408
	Iteration 21Q: 3 clusters Score -2525802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2525815.750000 Penalty: 3306.243408
	Iteration 22Q: 3 clusters Score -2525816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2525832.500000 Penalty: 3306.243408
	Iteration 23Q: 3 clusters Score -2525832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2525834.000000 Penalty: 3306.243408
	Iteration 24Q: 3 clusters Score -2525834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2525836.750000 Penalty: 3306.243408
	Iteration 25Q: 3 clusters Score -2525837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2525840.750000 Penalty: 3306.243408
	Iteration 26Q: 3 clusters Score -2525841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2525841.500000 Penalty: 3306.243408
	Iteration 27Q: 3 clusters Score -2525842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2525841.250000 Penalty: 3306.243408
	Iteration 28Q: 3 clusters Score -2525841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2525843.250000 Penalty: 3306.243408
	Iteration 29Q: 3 clusters Score -2525843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2525843.250000 Penalty: 3306.243408
	Iteration 30F: 3 clusters Score -2525843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Entering Unmasked Estep 
Score: -2366470.250000 Penalty: 1641.463501
	Iteration 0F: 2 clusters Score -2366470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2349840.250000 Penalty: 3282.927002
	Iteration 0F: 3 clusters Score -2349840 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2356222.250000 Penalty: 3282.927002
	Iteration 1F: 3 clusters Score -2356222 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2356553.000000 Penalty: 3282.927002
	Iteration 2Q: 3 clusters Score -2356553 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2356850.000000 Penalty: 3282.927002
	Iteration 3Q: 3 clusters Score -2356850 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2357138.500000 Penalty: 3282.927002
	Iteration 4Q: 3 clusters Score -2357138 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2357453.250000 Penalty: 3282.927002
	Iteration 5Q: 3 clusters Score -2357453 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2357766.500000 Penalty: 3282.927002
	Iteration 6Q: 3 clusters Score -2357766 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2358137.250000 Penalty: 3282.927002
	Iteration 7Q: 3 clusters Score -2358137 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2358679.250000 Penalty: 3282.927002
	Iteration 8Q: 3 clusters Score -2358679 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2359390.500000 Penalty: 3282.927002
	Iteration 9Q: 3 clusters Score -2359390 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2360236.250000 Penalty: 3282.927002
	Iteration 10F: 3 clusters Score -2360236 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2361033.750000 Penalty: 3282.927002
	Iteration 11Q: 3 clusters Score -2361034 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2361685.500000 Penalty: 3282.927002
	Iteration 12Q: 3 clusters Score -2361686 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2362213.750000 Penalty: 3282.927002
	Iteration 13Q: 3 clusters Score -2362214 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2362672.750000 Penalty: 3282.927002
	Iteration 14Q: 3 clusters Score -2362673 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2363034.000000 Penalty: 3282.927002
	Iteration 15Q: 3 clusters Score -2363034 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2363420.000000 Penalty: 3282.927002
	Iteration 16Q: 3 clusters Score -2363420 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2363722.750000 Penalty: 3282.927002
	Iteration 17Q: 3 clusters Score -2363723 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -2364015.500000 Penalty: 3282.927002
	Iteration 18Q: 3 clusters Score -2364016 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2364264.750000 Penalty: 3282.927002
	Iteration 19Q: 3 clusters Score -2364265 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2364474.250000 Penalty: 3282.927002
	Iteration 20F: 3 clusters Score -2364474 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2364631.000000 Penalty: 3282.927002
	Iteration 21Q: 3 clusters Score -2364631 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2364737.750000 Penalty: 3282.927002
	Iteration 22Q: 3 clusters Score -2364738 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2364813.750000 Penalty: 3282.927002
	Iteration 23Q: 3 clusters Score -2364814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2364870.750000 Penalty: 3282.927002
	Iteration 24Q: 3 clusters Score -2364871 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2364918.000000 Penalty: 3282.927002
	Iteration 25Q: 3 clusters Score -2364918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2364948.000000 Penalty: 3282.927002
	Iteration 26Q: 3 clusters Score -2364948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -2364957.500000 Penalty: 3282.927002
	Iteration 27Q: 3 clusters Score -2364958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -2364975.750000 Penalty: 3282.927002
	Iteration 28Q: 3 clusters Score -2364976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -2364985.250000 Penalty: 3282.927002
	Iteration 29Q: 3 clusters Score -2364985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -2364996.750000 Penalty: 3282.927002
	Iteration 30Q: 3 clusters Score -2364997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2365005.750000 Penalty: 3282.927002
	Iteration 31Q: 3 clusters Score -2365006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2365019.750000 Penalty: 3282.927002
	Iteration 32Q: 3 clusters Score -2365020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -2365020.750000 Penalty: 3282.927002
	Iteration 33Q: 3 clusters Score -2365021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2365031.750000 Penalty: 3282.927002
	Iteration 34Q: 3 clusters Score -2365032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2365035.750000 Penalty: 3282.927002
	Iteration 35Q: 3 clusters Score -2365036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -2365041.500000 Penalty: 3282.927002
	Iteration 36Q: 3 clusters Score -2365042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2365044.250000 Penalty: 3282.927002
	Iteration 37Q: 3 clusters Score -2365044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -2365049.000000 Penalty: 3282.927002
	Iteration 38Q: 3 clusters Score -2365049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2365052.500000 Penalty: 3282.927002
	Iteration 39Q: 3 clusters Score -2365052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -2365054.500000 Penalty: 3282.927002
	Iteration 40F: 3 clusters Score -2365054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -2365056.000000 Penalty: 3282.927002
	Iteration 41Q: 3 clusters Score -2365056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -2365056.000000 Penalty: 3282.927002
	Iteration 42F: 3 clusters Score -2365056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Entering Unmasked Estep 
Score: -367594.125000 Penalty: 1357.175049
	Iteration 0F: 2 clusters Score -367594.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -364115.750000 Penalty: 2714.350098
	Iteration 0F: 3 clusters Score -364115.8 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -365254.656250 Penalty: 2714.350098
	Iteration 1F: 3 clusters Score -365254.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -365576.406250 Penalty: 2714.350098
	Iteration 2F: 3 clusters Score -365576.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -365843.843750 Penalty: 2714.350098
	Iteration 3F: 3 clusters Score -365843.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -366032.656250 Penalty: 2714.350098
	Iteration 4F: 3 clusters Score -366032.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -366168.781250 Penalty: 2714.350098
	Iteration 5Q: 3 clusters Score -366168.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -366264.000000 Penalty: 2714.350098
	Iteration 6Q: 3 clusters Score -366264 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -366323.593750 Penalty: 2714.350098
	Iteration 7Q: 3 clusters Score -366323.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -366370.406250 Penalty: 2714.350098
	Iteration 8Q: 3 clusters Score -366370.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -366405.906250 Penalty: 2714.350098
	Iteration 9Q: 3 clusters Score -366405.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -366437.687500 Penalty: 2714.350098
	Iteration 10Q: 3 clusters Score -366437.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -366459.468750 Penalty: 2714.350098
	Iteration 11Q: 3 clusters Score -366459.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -366481.031250 Penalty: 2714.350098
	Iteration 12Q: 3 clusters Score -366481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -366497.781250 Penalty: 2714.350098
	Iteration 13Q: 3 clusters Score -366497.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -366512.687500 Penalty: 2714.350098
	Iteration 14Q: 3 clusters Score -366512.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -366528.718750 Penalty: 2714.350098
	Iteration 15Q: 3 clusters Score -366528.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -366537.843750 Penalty: 2714.350098
	Iteration 16Q: 3 clusters Score -366537.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -366546.000000 Penalty: 2714.350098
	Iteration 17Q: 3 clusters Score -366546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -366553.093750 Penalty: 2714.350098
	Iteration 18Q: 3 clusters Score -366553.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -366561.500000 Penalty: 2714.350098
	Iteration 19Q: 3 clusters Score -366561.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -366568.375000 Penalty: 2714.350098
	Iteration 20F: 3 clusters Score -366568.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -366576.312500 Penalty: 2714.350098
	Iteration 21Q: 3 clusters Score -366576.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -366581.875000 Penalty: 2714.350098
	Iteration 22Q: 3 clusters Score -366581.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -366587.781250 Penalty: 2714.350098
	Iteration 23Q: 3 clusters Score -366587.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -366592.875000 Penalty: 2714.350098
	Iteration 24Q: 3 clusters Score -366592.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -366596.468750 Penalty: 2714.350098
	Iteration 25Q: 3 clusters Score -366596.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -366599.906250 Penalty: 2714.350098
	Iteration 26Q: 3 clusters Score -366599.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -366602.968750 Penalty: 2714.350098
	Iteration 27Q: 3 clusters Score -366603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -366603.812500 Penalty: 2714.350098
	Iteration 28Q: 3 clusters Score -366603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -366606.156250 Penalty: 2714.350098
	Iteration 29Q: 3 clusters Score -366606.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -366607.187500 Penalty: 2714.350098
	Iteration 30Q: 3 clusters Score -366607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -366608.531250 Penalty: 2714.350098
	Iteration 31Q: 3 clusters Score -366608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -366610.312500 Penalty: 2714.350098
	Iteration 32Q: 3 clusters Score -366610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -366611.031250 Penalty: 2714.350098
	Iteration 33Q: 3 clusters Score -366611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -366612.406250 Penalty: 2714.350098
	Iteration 34Q: 3 clusters Score -366612.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -366612.437500 Penalty: 2714.350098
	Iteration 35Q: 3 clusters Score -366612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -366612.406250 Penalty: 2714.350098
	Iteration 36Q: 3 clusters Score -366612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -366612.875000 Penalty: 2714.350098
	Iteration 37Q: 3 clusters Score -366612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -366614.343750 Penalty: 2714.350098
	Iteration 38Q: 3 clusters Score -366614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -366614.781250 Penalty: 2714.350098
	Iteration 39Q: 3 clusters Score -366614.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -366615.250000 Penalty: 2714.350098
	Iteration 40F: 3 clusters Score -366615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -366615.375000 Penalty: 2714.350098
	Iteration 41Q: 3 clusters Score -366615.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -366615.375000 Penalty: 2714.350098
	Iteration 42F: 3 clusters Score -366615.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Entering Unmasked Estep 
Score: -736028.000000 Penalty: 1455.008545
	Iteration 0F: 2 clusters Score -736028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -730322.125000 Penalty: 2910.017090
	Iteration 0F: 3 clusters Score -730322.1 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -732175.250000 Penalty: 2910.017090
	Iteration 1F: 3 clusters Score -732175.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -732446.500000 Penalty: 2910.017090
	Iteration 2F: 3 clusters Score -732446.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -732694.250000 Penalty: 2910.017090
	Iteration 3F: 3 clusters Score -732694.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -732944.062500 Penalty: 2910.017090
	Iteration 4F: 3 clusters Score -732944.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -733222.062500 Penalty: 2910.017090
	Iteration 5F: 3 clusters Score -733222.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -733478.937500 Penalty: 2910.017090
	Iteration 6F: 3 clusters Score -733478.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -733718.625000 Penalty: 2910.017090
	Iteration 7Q: 3 clusters Score -733718.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -733955.750000 Penalty: 2910.017090
	Iteration 8Q: 3 clusters Score -733955.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -734185.187500 Penalty: 2910.017090
	Iteration 9Q: 3 clusters Score -734185.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -734400.562500 Penalty: 2910.017090
	Iteration 10Q: 3 clusters Score -734400.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -734583.000000 Penalty: 2910.017090
	Iteration 11Q: 3 clusters Score -734583 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -734711.375000 Penalty: 2910.017090
	Iteration 12Q: 3 clusters Score -734711.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -734818.500000 Penalty: 2910.017090
	Iteration 13Q: 3 clusters Score -734818.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -734882.437500 Penalty: 2910.017090
	Iteration 14Q: 3 clusters Score -734882.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -734915.187500 Penalty: 2910.017090
	Iteration 15Q: 3 clusters Score -734915.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -734946.812500 Penalty: 2910.017090
	Iteration 16Q: 3 clusters Score -734946.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -734966.625000 Penalty: 2910.017090
	Iteration 17Q: 3 clusters Score -734966.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -734974.812500 Penalty: 2910.017090
	Iteration 18Q: 3 clusters Score -734974.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -734989.187500 Penalty: 2910.017090
	Iteration 19Q: 3 clusters Score -734989.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -734996.500000 Penalty: 2910.017090
	Iteration 20F: 3 clusters Score -734996.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -735000.625000 Penalty: 2910.017090
	Iteration 21Q: 3 clusters Score -735000.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -735003.375000 Penalty: 2910.017090
	Iteration 22Q: 3 clusters Score -735003.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -735006.000000 Penalty: 2910.017090
	Iteration 23Q: 3 clusters Score -735006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -735010.250000 Penalty: 2910.017090
	Iteration 24Q: 3 clusters Score -735010.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -735013.437500 Penalty: 2910.017090
	Iteration 25Q: 3 clusters Score -735013.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -735014.187500 Penalty: 2910.017090
	Iteration 26Q: 3 clusters Score -735014.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -735015.312500 Penalty: 2910.017090
	Iteration 27Q: 3 clusters Score -735015.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -735017.187500 Penalty: 2910.017090
	Iteration 28Q: 3 clusters Score -735017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -735018.250000 Penalty: 2910.017090
	Iteration 29Q: 3 clusters Score -735018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -735018.812500 Penalty: 2910.017090
	Iteration 30Q: 3 clusters Score -735018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -735020.250000 Penalty: 2910.017090
	Iteration 31Q: 3 clusters Score -735020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -735020.750000 Penalty: 2910.017090
	Iteration 32Q: 3 clusters Score -735020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -735021.062500 Penalty: 2910.017090
	Iteration 33Q: 3 clusters Score -735021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -735021.750000 Penalty: 2910.017090
	Iteration 34Q: 3 clusters Score -735021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -735020.187500 Penalty: 2910.017090
	Iteration 35Q: 3 clusters Score -735020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -735020.750000 Penalty: 2910.017090
	Iteration 36Q: 3 clusters Score -735020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -735019.875000 Penalty: 2910.017090
	Iteration 37Q: 3 clusters Score -735019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -735020.687500 Penalty: 2910.017090
	Iteration 38Q: 3 clusters Score -735020.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -735021.312500 Penalty: 2910.017090
	Iteration 39Q: 3 clusters Score -735021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -735020.437500 Penalty: 2910.017090
	Iteration 40F: 3 clusters Score -735020.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Entering Unmasked Estep 
Score: -453305.312500 Penalty: 1375.434814
	Iteration 0F: 2 clusters Score -453305.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -449478.968750 Penalty: 2750.869629
	Iteration 0F: 3 clusters Score -449479 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -450426.750000 Penalty: 2750.869629
	Iteration 1F: 3 clusters Score -450426.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -450585.187500 Penalty: 2750.869629
	Iteration 2F: 3 clusters Score -450585.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -450683.000000 Penalty: 2750.869629
	Iteration 3Q: 3 clusters Score -450683 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -450763.843750 Penalty: 2750.869629
	Iteration 4Q: 3 clusters Score -450763.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -450832.968750 Penalty: 2750.869629
	Iteration 5Q: 3 clusters Score -450833 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -450879.968750 Penalty: 2750.869629
	Iteration 6Q: 3 clusters Score -450880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -450914.875000 Penalty: 2750.869629
	Iteration 7Q: 3 clusters Score -450914.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -450949.406250 Penalty: 2750.869629
	Iteration 8Q: 3 clusters Score -450949.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -450987.312500 Penalty: 2750.869629
	Iteration 9Q: 3 clusters Score -450987.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -451024.218750 Penalty: 2750.869629
	Iteration 10Q: 3 clusters Score -451024.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -451068.156250 Penalty: 2750.869629
	Iteration 11Q: 3 clusters Score -451068.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -451100.093750 Penalty: 2750.869629
	Iteration 12Q: 3 clusters Score -451100.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -451129.187500 Penalty: 2750.869629
	Iteration 13Q: 3 clusters Score -451129.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -451166.312500 Penalty: 2750.869629
	Iteration 14Q: 3 clusters Score -451166.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -451219.906250 Penalty: 2750.869629
	Iteration 15Q: 3 clusters Score -451219.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -451280.812500 Penalty: 2750.869629
	Iteration 16Q: 3 clusters Score -451280.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -451354.187500 Penalty: 2750.869629
	Iteration 17Q: 3 clusters Score -451354.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -451454.437500 Penalty: 2750.869629
	Iteration 18Q: 3 clusters Score -451454.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -451550.625000 Penalty: 2750.869629
	Iteration 19Q: 3 clusters Score -451550.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -451641.906250 Penalty: 2750.869629
	Iteration 20F: 3 clusters Score -451641.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -451734.656250 Penalty: 2750.869629
	Iteration 21Q: 3 clusters Score -451734.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -451809.218750 Penalty: 2750.869629
	Iteration 22Q: 3 clusters Score -451809.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -451884.437500 Penalty: 2750.869629
	Iteration 23Q: 3 clusters Score -451884.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -451936.312500 Penalty: 2750.869629
	Iteration 24Q: 3 clusters Score -451936.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -451977.531250 Penalty: 2750.869629
	Iteration 25Q: 3 clusters Score -451977.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -451998.000000 Penalty: 2750.869629
	Iteration 26Q: 3 clusters Score -451998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -452014.156250 Penalty: 2750.869629
	Iteration 27Q: 3 clusters Score -452014.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -452028.125000 Penalty: 2750.869629
	Iteration 28Q: 3 clusters Score -452028.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -452037.125000 Penalty: 2750.869629
	Iteration 29Q: 3 clusters Score -452037.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -452047.000000 Penalty: 2750.869629
	Iteration 30Q: 3 clusters Score -452047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -452055.812500 Penalty: 2750.869629
	Iteration 31Q: 3 clusters Score -452055.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -452063.218750 Penalty: 2750.869629
	Iteration 32Q: 3 clusters Score -452063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -452068.718750 Penalty: 2750.869629
	Iteration 33Q: 3 clusters Score -452068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -452068.656250 Penalty: 2750.869629
	Iteration 34Q: 3 clusters Score -452068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -452069.406250 Penalty: 2750.869629
	Iteration 35Q: 3 clusters Score -452069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -452069.500000 Penalty: 2750.869629
	Iteration 36Q: 3 clusters Score -452069.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -452069.500000 Penalty: 2750.869629
	Iteration 37F: 3 clusters Score -452069.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -85920.453125 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -85920.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -84570.656250 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -84570.66 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -84899.648438 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -84899.65 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -85062.179688 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -85062.18 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -85186.390625 Penalty: 2242.409912
	Iteration 3F: 3 clusters Score -85186.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -85277.226562 Penalty: 2242.409912
	Iteration 4Q: 3 clusters Score -85277.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -85366.257812 Penalty: 2242.409912
	Iteration 5Q: 3 clusters Score -85366.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -85422.765625 Penalty: 2242.409912
	Iteration 6Q: 3 clusters Score -85422.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -85449.171875 Penalty: 2242.409912
	Iteration 7Q: 3 clusters Score -85449.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -85467.476562 Penalty: 2242.409912
	Iteration 8Q: 3 clusters Score -85467.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -85477.750000 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -85477.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -85489.695312 Penalty: 2242.409912
	Iteration 10Q: 3 clusters Score -85489.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -85500.804688 Penalty: 2242.409912
	Iteration 11Q: 3 clusters Score -85500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -85512.070312 Penalty: 2242.409912
	Iteration 12Q: 3 clusters Score -85512.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -85524.250000 Penalty: 2242.409912
	Iteration 13Q: 3 clusters Score -85524.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -85537.320312 Penalty: 2242.409912
	Iteration 14Q: 3 clusters Score -85537.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -85557.976562 Penalty: 2242.409912
	Iteration 15Q: 3 clusters Score -85557.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -85582.726562 Penalty: 2242.409912
	Iteration 16Q: 3 clusters Score -85582.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -85609.765625 Penalty: 2242.409912
	Iteration 17Q: 3 clusters Score -85609.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -85629.632812 Penalty: 2242.409912
	Iteration 18Q: 3 clusters Score -85629.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -85637.257812 Penalty: 2242.409912
	Iteration 19Q: 3 clusters Score -85637.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -85642.359375 Penalty: 2242.409912
	Iteration 20F: 3 clusters Score -85642.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -85645.554688 Penalty: 2242.409912
	Iteration 21Q: 3 clusters Score -85645.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -85645.554688 Penalty: 2242.409912
	Iteration 22F: 3 clusters Score -85645.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Entering Unmasked Estep 
Score: -4203677.000000 Penalty: 1735.483032
	Iteration 0F: 2 clusters Score -4203677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -4174391.750000 Penalty: 3470.966064
	Iteration 0F: 3 clusters Score -4174392 nChanged 20433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -4185684.500000 Penalty: 3470.966064
	Iteration 1F: 3 clusters Score -4185684 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -4186202.000000 Penalty: 3470.966064
	Iteration 2Q: 3 clusters Score -4186202 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -4186856.000000 Penalty: 3470.966064
	Iteration 3Q: 3 clusters Score -4186856 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4187757.000000 Penalty: 3470.966064
	Iteration 4Q: 3 clusters Score -4187757 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -4189186.500000 Penalty: 3470.966064
	Iteration 5F: 3 clusters Score -4189186 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4191328.250000 Penalty: 3470.966064
	Iteration 6F: 3 clusters Score -4191328 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4194127.500000 Penalty: 3470.966064
	Iteration 7F: 3 clusters Score -4194128 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -4196966.500000 Penalty: 3470.966064
	Iteration 8F: 3 clusters Score -4196966 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4199281.000000 Penalty: 3470.966064
	Iteration 9F: 3 clusters Score -4199281 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -4200758.500000 Penalty: 3470.966064
	Iteration 10Q: 3 clusters Score -4200758 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -4201518.000000 Penalty: 3470.966064
	Iteration 11Q: 3 clusters Score -4201518 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -4201873.000000 Penalty: 3470.966064
	Iteration 12Q: 3 clusters Score -4201873 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -4202039.000000 Penalty: 3470.966064
	Iteration 13Q: 3 clusters Score -4202039 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -4202133.000000 Penalty: 3470.966064
	Iteration 14Q: 3 clusters Score -4202133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -4202159.500000 Penalty: 3470.966064
	Iteration 15Q: 3 clusters Score -4202160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -4202175.000000 Penalty: 3470.966064
	Iteration 16Q: 3 clusters Score -4202175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -4202187.500000 Penalty: 3470.966064
	Iteration 17Q: 3 clusters Score -4202188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -4202200.500000 Penalty: 3470.966064
	Iteration 18Q: 3 clusters Score -4202200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -4202203.500000 Penalty: 3470.966064
	Iteration 19Q: 3 clusters Score -4202204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -4202207.500000 Penalty: 3470.966064
	Iteration 20F: 3 clusters Score -4202208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Entering Unmasked Estep 
Score: -1285913.125000 Penalty: 1547.540283
	Iteration 0F: 2 clusters Score -1285913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1276378.375000 Penalty: 3095.080566
	Iteration 0F: 3 clusters Score -1276378 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1279623.875000 Penalty: 3095.080566
	Iteration 1F: 3 clusters Score -1279624 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1279881.500000 Penalty: 3095.080566
	Iteration 2F: 3 clusters Score -1279882 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1280098.000000 Penalty: 3095.080566
	Iteration 3Q: 3 clusters Score -1280098 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1280286.500000 Penalty: 3095.080566
	Iteration 4Q: 3 clusters Score -1280286 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1280495.250000 Penalty: 3095.080566
	Iteration 5Q: 3 clusters Score -1280495 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1280740.875000 Penalty: 3095.080566
	Iteration 6Q: 3 clusters Score -1280741 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1281037.750000 Penalty: 3095.080566
	Iteration 7Q: 3 clusters Score -1281038 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1281427.875000 Penalty: 3095.080566
	Iteration 8Q: 3 clusters Score -1281428 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1281910.250000 Penalty: 3095.080566
	Iteration 9F: 3 clusters Score -1281910 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1282485.625000 Penalty: 3095.080566
	Iteration 10F: 3 clusters Score -1282486 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1282965.375000 Penalty: 3095.080566
	Iteration 11Q: 3 clusters Score -1282965 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1283350.000000 Penalty: 3095.080566
	Iteration 12Q: 3 clusters Score -1283350 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1283623.125000 Penalty: 3095.080566
	Iteration 13Q: 3 clusters Score -1283623 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1283799.500000 Penalty: 3095.080566
	Iteration 14Q: 3 clusters Score -1283800 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1283902.375000 Penalty: 3095.080566
	Iteration 15Q: 3 clusters Score -1283902 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1283975.625000 Penalty: 3095.080566
	Iteration 16Q: 3 clusters Score -1283976 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1284021.625000 Penalty: 3095.080566
	Iteration 17Q: 3 clusters Score -1284022 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1284057.875000 Penalty: 3095.080566
	Iteration 18Q: 3 clusters Score -1284058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1284090.375000 Penalty: 3095.080566
	Iteration 19Q: 3 clusters Score -1284090 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1284118.625000 Penalty: 3095.080566
	Iteration 20F: 3 clusters Score -1284119 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1284142.000000 Penalty: 3095.080566
	Iteration 21Q: 3 clusters Score -1284142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1284158.875000 Penalty: 3095.080566
	Iteration 22Q: 3 clusters Score -1284159 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1284193.000000 Penalty: 3095.080566
	Iteration 23Q: 3 clusters Score -1284193 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1284225.125000 Penalty: 3095.080566
	Iteration 24Q: 3 clusters Score -1284225 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1284246.625000 Penalty: 3095.080566
	Iteration 25Q: 3 clusters Score -1284247 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1284278.250000 Penalty: 3095.080566
	Iteration 26Q: 3 clusters Score -1284278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1284295.875000 Penalty: 3095.080566
	Iteration 27Q: 3 clusters Score -1284296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1284306.625000 Penalty: 3095.080566
	Iteration 28Q: 3 clusters Score -1284307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1284321.250000 Penalty: 3095.080566
	Iteration 29Q: 3 clusters Score -1284321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1284329.750000 Penalty: 3095.080566
	Iteration 30Q: 3 clusters Score -1284330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1284339.625000 Penalty: 3095.080566
	Iteration 31Q: 3 clusters Score -1284340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1284347.500000 Penalty: 3095.080566
	Iteration 32Q: 3 clusters Score -1284348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1284349.625000 Penalty: 3095.080566
	Iteration 33Q: 3 clusters Score -1284350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1284357.375000 Penalty: 3095.080566
	Iteration 34Q: 3 clusters Score -1284357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1284361.750000 Penalty: 3095.080566
	Iteration 35Q: 3 clusters Score -1284362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1284363.500000 Penalty: 3095.080566
	Iteration 36Q: 3 clusters Score -1284364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1284363.125000 Penalty: 3095.080566
	Iteration 37Q: 3 clusters Score -1284363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1284365.625000 Penalty: 3095.080566
	Iteration 38Q: 3 clusters Score -1284366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1284368.375000 Penalty: 3095.080566
	Iteration 39Q: 3 clusters Score -1284368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1284369.125000 Penalty: 3095.080566
	Iteration 40F: 3 clusters Score -1284369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1284369.875000 Penalty: 3095.080566
	Iteration 41Q: 3 clusters Score -1284370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1284370.875000 Penalty: 3095.080566
	Iteration 42Q: 3 clusters Score -1284371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1284374.875000 Penalty: 3095.080566
	Iteration 43Q: 3 clusters Score -1284375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1284377.000000 Penalty: 3095.080566
	Iteration 44Q: 3 clusters Score -1284377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1284379.750000 Penalty: 3095.080566
	Iteration 45Q: 3 clusters Score -1284380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1284381.750000 Penalty: 3095.080566
	Iteration 46Q: 3 clusters Score -1284382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1284382.125000 Penalty: 3095.080566
	Iteration 47Q: 3 clusters Score -1284382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1284385.250000 Penalty: 3095.080566
	Iteration 48Q: 3 clusters Score -1284385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1284385.625000 Penalty: 3095.080566
	Iteration 49Q: 3 clusters Score -1284386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1284384.625000 Penalty: 3095.080566
	Iteration 50Q: 3 clusters Score -1284385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1284384.375000 Penalty: 3095.080566
	Iteration 51Q: 3 clusters Score -1284384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1284386.500000 Penalty: 3095.080566
	Iteration 52Q: 3 clusters Score -1284386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1284386.625000 Penalty: 3095.080566
	Iteration 53Q: 3 clusters Score -1284387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1284386.875000 Penalty: 3095.080566
	Iteration 54Q: 3 clusters Score -1284387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1284387.750000 Penalty: 3095.080566
	Iteration 55Q: 3 clusters Score -1284388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1284386.375000 Penalty: 3095.080566
	Iteration 56Q: 3 clusters Score -1284386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1284384.750000 Penalty: 3095.080566
	Iteration 57Q: 3 clusters Score -1284385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1284386.375000 Penalty: 3095.080566
	Iteration 58Q: 3 clusters Score -1284386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1284386.375000 Penalty: 3095.080566
	Iteration 59F: 3 clusters Score -1284386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -217778.484375 Penalty: 1259.614746
	Iteration 0F: 2 clusters Score -217778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -215463.250000 Penalty: 2519.229492
	Iteration 0F: 3 clusters Score -215463.2 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -215959.734375 Penalty: 2519.229492
	Iteration 1F: 3 clusters Score -215959.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -216100.156250 Penalty: 2519.229492
	Iteration 2F: 3 clusters Score -216100.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -216177.468750 Penalty: 2519.229492
	Iteration 3F: 3 clusters Score -216177.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -216243.812500 Penalty: 2519.229492
	Iteration 4Q: 3 clusters Score -216243.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -216290.671875 Penalty: 2519.229492
	Iteration 5Q: 3 clusters Score -216290.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -216327.843750 Penalty: 2519.229492
	Iteration 6Q: 3 clusters Score -216327.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -216355.812500 Penalty: 2519.229492
	Iteration 7Q: 3 clusters Score -216355.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -216379.046875 Penalty: 2519.229492
	Iteration 8Q: 3 clusters Score -216379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -216394.343750 Penalty: 2519.229492
	Iteration 9Q: 3 clusters Score -216394.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -216402.796875 Penalty: 2519.229492
	Iteration 10Q: 3 clusters Score -216402.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -216409.218750 Penalty: 2519.229492
	Iteration 11Q: 3 clusters Score -216409.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -216415.437500 Penalty: 2519.229492
	Iteration 12Q: 3 clusters Score -216415.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -216421.093750 Penalty: 2519.229492
	Iteration 13Q: 3 clusters Score -216421.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -216430.812500 Penalty: 2519.229492
	Iteration 14Q: 3 clusters Score -216430.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -216436.921875 Penalty: 2519.229492
	Iteration 15Q: 3 clusters Score -216436.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -216439.140625 Penalty: 2519.229492
	Iteration 16Q: 3 clusters Score -216439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -216440.562500 Penalty: 2519.229492
	Iteration 17Q: 3 clusters Score -216440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -216441.750000 Penalty: 2519.229492
	Iteration 18Q: 3 clusters Score -216441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -216442.546875 Penalty: 2519.229492
	Iteration 19Q: 3 clusters Score -216442.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -216444.109375 Penalty: 2519.229492
	Iteration 20F: 3 clusters Score -216444.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -216444.546875 Penalty: 2519.229492
	Iteration 21Q: 3 clusters Score -216444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -216446.234375 Penalty: 2519.229492
	Iteration 22Q: 3 clusters Score -216446.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -216447.531250 Penalty: 2519.229492
	Iteration 23Q: 3 clusters Score -216447.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -216448.984375 Penalty: 2519.229492
	Iteration 24Q: 3 clusters Score -216449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -216450.265625 Penalty: 2519.229492
	Iteration 25Q: 3 clusters Score -216450.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -216452.000000 Penalty: 2519.229492
	Iteration 26Q: 3 clusters Score -216452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -216453.343750 Penalty: 2519.229492
	Iteration 27Q: 3 clusters Score -216453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -216453.484375 Penalty: 2519.229492
	Iteration 28Q: 3 clusters Score -216453.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -216454.265625 Penalty: 2519.229492
	Iteration 29Q: 3 clusters Score -216454.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -216455.406250 Penalty: 2519.229492
	Iteration 30Q: 3 clusters Score -216455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -216455.921875 Penalty: 2519.229492
	Iteration 31Q: 3 clusters Score -216455.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -216456.296875 Penalty: 2519.229492
	Iteration 32Q: 3 clusters Score -216456.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -216456.421875 Penalty: 2519.229492
	Iteration 33Q: 3 clusters Score -216456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -216456.890625 Penalty: 2519.229492
	Iteration 34Q: 3 clusters Score -216456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -216457.296875 Penalty: 2519.229492
	Iteration 35Q: 3 clusters Score -216457.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -216457.296875 Penalty: 2519.229492
	Iteration 36F: 3 clusters Score -216457.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Entering Unmasked Estep 
Score: -571812.875000 Penalty: 1414.992798
	Iteration 0F: 2 clusters Score -571812.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -567138.625000 Penalty: 2829.985596
	Iteration 0F: 3 clusters Score -567138.6 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -568518.062500 Penalty: 2829.985596
	Iteration 1F: 3 clusters Score -568518.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -568731.187500 Penalty: 2829.985596
	Iteration 2F: 3 clusters Score -568731.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -568891.750000 Penalty: 2829.985596
	Iteration 3F: 3 clusters Score -568891.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -569071.500000 Penalty: 2829.985596
	Iteration 4F: 3 clusters Score -569071.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -569247.125000 Penalty: 2829.985596
	Iteration 5Q: 3 clusters Score -569247.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -569467.875000 Penalty: 2829.985596
	Iteration 6Q: 3 clusters Score -569467.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -569672.187500 Penalty: 2829.985596
	Iteration 7Q: 3 clusters Score -569672.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -569906.625000 Penalty: 2829.985596
	Iteration 8Q: 3 clusters Score -569906.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -570093.250000 Penalty: 2829.985596
	Iteration 9Q: 3 clusters Score -570093.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -570253.125000 Penalty: 2829.985596
	Iteration 10Q: 3 clusters Score -570253.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -570358.625000 Penalty: 2829.985596
	Iteration 11Q: 3 clusters Score -570358.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -570448.500000 Penalty: 2829.985596
	Iteration 12Q: 3 clusters Score -570448.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -570517.250000 Penalty: 2829.985596
	Iteration 13Q: 3 clusters Score -570517.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -570569.125000 Penalty: 2829.985596
	Iteration 14Q: 3 clusters Score -570569.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -570611.937500 Penalty: 2829.985596
	Iteration 15Q: 3 clusters Score -570611.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -570634.687500 Penalty: 2829.985596
	Iteration 16Q: 3 clusters Score -570634.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -570658.000000 Penalty: 2829.985596
	Iteration 17Q: 3 clusters Score -570658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -570675.437500 Penalty: 2829.985596
	Iteration 18Q: 3 clusters Score -570675.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -570691.500000 Penalty: 2829.985596
	Iteration 19Q: 3 clusters Score -570691.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -570705.375000 Penalty: 2829.985596
	Iteration 20F: 3 clusters Score -570705.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -570737.875000 Penalty: 2829.985596
	Iteration 21Q: 3 clusters Score -570737.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -570762.250000 Penalty: 2829.985596
	Iteration 22Q: 3 clusters Score -570762.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -570789.625000 Penalty: 2829.985596
	Iteration 23Q: 3 clusters Score -570789.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -570800.250000 Penalty: 2829.985596
	Iteration 24Q: 3 clusters Score -570800.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -570808.312500 Penalty: 2829.985596
	Iteration 25Q: 3 clusters Score -570808.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -570815.312500 Penalty: 2829.985596
	Iteration 26Q: 3 clusters Score -570815.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -570819.000000 Penalty: 2829.985596
	Iteration 27Q: 3 clusters Score -570819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -570825.937500 Penalty: 2829.985596
	Iteration 28Q: 3 clusters Score -570825.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -570834.750000 Penalty: 2829.985596
	Iteration 29Q: 3 clusters Score -570834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -570836.750000 Penalty: 2829.985596
	Iteration 30Q: 3 clusters Score -570836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -570836.750000 Penalty: 2829.985596
	Iteration 31F: 3 clusters Score -570836.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Entering Unmasked Estep 
Score: -1318198.000000 Penalty: 1547.457031
	Iteration 0F: 2 clusters Score -1318198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1308775.875000 Penalty: 3094.914062
	Iteration 0F: 3 clusters Score -1308776 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1312051.375000 Penalty: 3094.914062
	Iteration 1F: 3 clusters Score -1312051 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1312326.250000 Penalty: 3094.914062
	Iteration 2F: 3 clusters Score -1312326 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1312541.750000 Penalty: 3094.914062
	Iteration 3Q: 3 clusters Score -1312542 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1312727.875000 Penalty: 3094.914062
	Iteration 4Q: 3 clusters Score -1312728 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1312932.000000 Penalty: 3094.914062
	Iteration 5Q: 3 clusters Score -1312932 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1313152.625000 Penalty: 3094.914062
	Iteration 6Q: 3 clusters Score -1313153 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1313384.375000 Penalty: 3094.914062
	Iteration 7Q: 3 clusters Score -1313384 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1313631.625000 Penalty: 3094.914062
	Iteration 8Q: 3 clusters Score -1313632 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1313929.000000 Penalty: 3094.914062
	Iteration 9Q: 3 clusters Score -1313929 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1314245.750000 Penalty: 3094.914062
	Iteration 10Q: 3 clusters Score -1314246 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1314589.375000 Penalty: 3094.914062
	Iteration 11Q: 3 clusters Score -1314589 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1314934.875000 Penalty: 3094.914062
	Iteration 12Q: 3 clusters Score -1314935 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1315184.125000 Penalty: 3094.914062
	Iteration 13Q: 3 clusters Score -1315184 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1315340.375000 Penalty: 3094.914062
	Iteration 14Q: 3 clusters Score -1315340 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1315438.250000 Penalty: 3094.914062
	Iteration 15Q: 3 clusters Score -1315438 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1315532.750000 Penalty: 3094.914062
	Iteration 16Q: 3 clusters Score -1315533 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1315599.250000 Penalty: 3094.914062
	Iteration 17Q: 3 clusters Score -1315599 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1315670.250000 Penalty: 3094.914062
	Iteration 18Q: 3 clusters Score -1315670 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1315726.625000 Penalty: 3094.914062
	Iteration 19Q: 3 clusters Score -1315727 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1315786.125000 Penalty: 3094.914062
	Iteration 20F: 3 clusters Score -1315786 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1315850.625000 Penalty: 3094.914062
	Iteration 21Q: 3 clusters Score -1315851 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1315903.750000 Penalty: 3094.914062
	Iteration 22Q: 3 clusters Score -1315904 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1315950.125000 Penalty: 3094.914062
	Iteration 23Q: 3 clusters Score -1315950 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1316011.375000 Penalty: 3094.914062
	Iteration 24Q: 3 clusters Score -1316011 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1316065.625000 Penalty: 3094.914062
	Iteration 25Q: 3 clusters Score -1316066 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1316140.625000 Penalty: 3094.914062
	Iteration 26Q: 3 clusters Score -1316141 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1316210.375000 Penalty: 3094.914062
	Iteration 27Q: 3 clusters Score -1316210 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1316282.875000 Penalty: 3094.914062
	Iteration 28Q: 3 clusters Score -1316283 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1316335.125000 Penalty: 3094.914062
	Iteration 29Q: 3 clusters Score -1316335 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1316386.250000 Penalty: 3094.914062
	Iteration 30Q: 3 clusters Score -1316386 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1316440.500000 Penalty: 3094.914062
	Iteration 31Q: 3 clusters Score -1316440 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1316493.875000 Penalty: 3094.914062
	Iteration 32Q: 3 clusters Score -1316494 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1316547.875000 Penalty: 3094.914062
	Iteration 33Q: 3 clusters Score -1316548 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1316595.625000 Penalty: 3094.914062
	Iteration 34Q: 3 clusters Score -1316596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1316655.500000 Penalty: 3094.914062
	Iteration 35Q: 3 clusters Score -1316656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1316711.750000 Penalty: 3094.914062
	Iteration 36Q: 3 clusters Score -1316712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1316762.500000 Penalty: 3094.914062
	Iteration 37Q: 3 clusters Score -1316762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1316809.125000 Penalty: 3094.914062
	Iteration 38Q: 3 clusters Score -1316809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1316836.625000 Penalty: 3094.914062
	Iteration 39Q: 3 clusters Score -1316837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1316859.875000 Penalty: 3094.914062
	Iteration 40F: 3 clusters Score -1316860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1316879.750000 Penalty: 3094.914062
	Iteration 41Q: 3 clusters Score -1316880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1316890.375000 Penalty: 3094.914062
	Iteration 42Q: 3 clusters Score -1316890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1316903.750000 Penalty: 3094.914062
	Iteration 43Q: 3 clusters Score -1316904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1316911.625000 Penalty: 3094.914062
	Iteration 44Q: 3 clusters Score -1316912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1316912.750000 Penalty: 3094.914062
	Iteration 45Q: 3 clusters Score -1316913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1316919.625000 Penalty: 3094.914062
	Iteration 46Q: 3 clusters Score -1316920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1316925.125000 Penalty: 3094.914062
	Iteration 47Q: 3 clusters Score -1316925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1316928.250000 Penalty: 3094.914062
	Iteration 48Q: 3 clusters Score -1316928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1316931.875000 Penalty: 3094.914062
	Iteration 49Q: 3 clusters Score -1316932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1316936.750000 Penalty: 3094.914062
	Iteration 50Q: 3 clusters Score -1316937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1316941.500000 Penalty: 3094.914062
	Iteration 51Q: 3 clusters Score -1316942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1316946.625000 Penalty: 3094.914062
	Iteration 52Q: 3 clusters Score -1316947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1316944.625000 Penalty: 3094.914062
	Iteration 53Q: 3 clusters Score -1316945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1316949.750000 Penalty: 3094.914062
	Iteration 54Q: 3 clusters Score -1316950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1316949.125000 Penalty: 3094.914062
	Iteration 55Q: 3 clusters Score -1316949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1316951.500000 Penalty: 3094.914062
	Iteration 56Q: 3 clusters Score -1316952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1316952.750000 Penalty: 3094.914062
	Iteration 57Q: 3 clusters Score -1316953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1316953.500000 Penalty: 3094.914062
	Iteration 58Q: 3 clusters Score -1316954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1316957.375000 Penalty: 3094.914062
	Iteration 59Q: 3 clusters Score -1316957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1316957.375000 Penalty: 3094.914062
	Iteration 60F: 3 clusters Score -1316957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -277074.281250 Penalty: 1314.740112
	Iteration 0F: 2 clusters Score -277074.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -274290.281250 Penalty: 2629.480225
	Iteration 0F: 3 clusters Score -274290.3 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -275352.562500 Penalty: 2629.480225
	Iteration 1F: 3 clusters Score -275352.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -275643.062500 Penalty: 2629.480225
	Iteration 2F: 3 clusters Score -275643.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -275802.000000 Penalty: 2629.480225
	Iteration 3F: 3 clusters Score -275802 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -275896.781250 Penalty: 2629.480225
	Iteration 4Q: 3 clusters Score -275896.8 nChanged 102
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: -275967.437500 Penalty: 2629.480225
	Iteration 5Q: 3 clusters Score -275967.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -276017.468750 Penalty: 2629.480225
	Iteration 6Q: 3 clusters Score -276017.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -276064.000000 Penalty: 2629.480225
	Iteration 7Q: 3 clusters Score -276064 nChanged 65
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: -276109.781250 Penalty: 2629.480225
	Iteration 8Q: 3 clusters Score -276109.8 nChanged 78
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: -276165.656250 Penalty: 2629.480225
	Iteration 9Q: 3 clusters Score -276165.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -276206.750000 Penalty: 2629.480225
	Iteration 10Q: 3 clusters Score -276206.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -276234.312500 Penalty: 2629.480225
	Iteration 11Q: 3 clusters Score -276234.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -276263.625000 Penalty: 2629.480225
	Iteration 12Q: 3 clusters Score -276263.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -276288.500000 Penalty: 2629.480225
	Iteration 13Q: 3 clusters Score -276288.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -276311.093750 Penalty: 2629.480225
	Iteration 14Q: 3 clusters Score -276311.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -276331.625000 Penalty: 2629.480225
	Iteration 15Q: 3 clusters Score -276331.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -276348.906250 Penalty: 2629.480225
	Iteration 16Q: 3 clusters Score -276348.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -276361.343750 Penalty: 2629.480225
	Iteration 17Q: 3 clusters Score -276361.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -276374.406250 Penalty: 2629.480225
	Iteration 18Q: 3 clusters Score -276374.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -276385.687500 Penalty: 2629.480225
	Iteration 19Q: 3 clusters Score -276385.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -276400.906250 Penalty: 2629.480225
	Iteration 20F: 3 clusters Score -276400.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -276420.406250 Penalty: 2629.480225
	Iteration 21Q: 3 clusters Score -276420.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -276436.718750 Penalty: 2629.480225
	Iteration 22Q: 3 clusters Score -276436.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -276445.468750 Penalty: 2629.480225
	Iteration 23Q: 3 clusters Score -276445.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -276455.875000 Penalty: 2629.480225
	Iteration 24Q: 3 clusters Score -276455.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -276472.156250 Penalty: 2629.480225
	Iteration 25Q: 3 clusters Score -276472.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -276490.750000 Penalty: 2629.480225
	Iteration 26Q: 3 clusters Score -276490.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -276509.625000 Penalty: 2629.480225
	Iteration 27Q: 3 clusters Score -276509.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -276527.281250 Penalty: 2629.480225
	Iteration 28Q: 3 clusters Score -276527.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -276549.593750 Penalty: 2629.480225
	Iteration 29Q: 3 clusters Score -276549.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -276565.593750 Penalty: 2629.480225
	Iteration 30Q: 3 clusters Score -276565.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -276581.437500 Penalty: 2629.480225
	Iteration 31Q: 3 clusters Score -276581.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -276598.343750 Penalty: 2629.480225
	Iteration 32Q: 3 clusters Score -276598.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -276610.281250 Penalty: 2629.480225
	Iteration 33Q: 3 clusters Score -276610.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -276626.593750 Penalty: 2629.480225
	Iteration 34Q: 3 clusters Score -276626.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -276640.875000 Penalty: 2629.480225
	Iteration 35Q: 3 clusters Score -276640.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -276653.843750 Penalty: 2629.480225
	Iteration 36Q: 3 clusters Score -276653.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -276669.500000 Penalty: 2629.480225
	Iteration 37Q: 3 clusters Score -276669.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -276694.625000 Penalty: 2629.480225
	Iteration 38Q: 3 clusters Score -276694.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -276725.125000 Penalty: 2629.480225
	Iteration 39Q: 3 clusters Score -276725.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -276763.906250 Penalty: 2629.480225
	Iteration 40F: 3 clusters Score -276763.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -276804.093750 Penalty: 2629.480225
	Iteration 41Q: 3 clusters Score -276804.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -276833.312500 Penalty: 2629.480225
	Iteration 42Q: 3 clusters Score -276833.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -276846.718750 Penalty: 2629.480225
	Iteration 43Q: 3 clusters Score -276846.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -276850.562500 Penalty: 2629.480225
	Iteration 44Q: 3 clusters Score -276850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -276852.187500 Penalty: 2629.480225
	Iteration 45Q: 3 clusters Score -276852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -276853.781250 Penalty: 2629.480225
	Iteration 46Q: 3 clusters Score -276853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -276855.312500 Penalty: 2629.480225
	Iteration 47Q: 3 clusters Score -276855.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -276855.312500 Penalty: 2629.480225
	Iteration 48F: 3 clusters Score -276855.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Entering Unmasked Estep 
Score: -530355.000000 Penalty: 1399.738525
	Iteration 0F: 2 clusters Score -530355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -526055.812500 Penalty: 2799.477051
	Iteration 0F: 3 clusters Score -526055.8 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -527277.062500 Penalty: 2799.477051
	Iteration 1F: 3 clusters Score -527277.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -527489.437500 Penalty: 2799.477051
	Iteration 2F: 3 clusters Score -527489.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -527600.875000 Penalty: 2799.477051
	Iteration 3F: 3 clusters Score -527600.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -527682.375000 Penalty: 2799.477051
	Iteration 4Q: 3 clusters Score -527682.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -527735.250000 Penalty: 2799.477051
	Iteration 5Q: 3 clusters Score -527735.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -527781.687500 Penalty: 2799.477051
	Iteration 6Q: 3 clusters Score -527781.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -527821.250000 Penalty: 2799.477051
	Iteration 7Q: 3 clusters Score -527821.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -527858.062500 Penalty: 2799.477051
	Iteration 8Q: 3 clusters Score -527858.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -527891.750000 Penalty: 2799.477051
	Iteration 9Q: 3 clusters Score -527891.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -527932.812500 Penalty: 2799.477051
	Iteration 10Q: 3 clusters Score -527932.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -527967.250000 Penalty: 2799.477051
	Iteration 11Q: 3 clusters Score -527967.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -527999.500000 Penalty: 2799.477051
	Iteration 12Q: 3 clusters Score -527999.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -528043.250000 Penalty: 2799.477051
	Iteration 13Q: 3 clusters Score -528043.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -528102.750000 Penalty: 2799.477051
	Iteration 14Q: 3 clusters Score -528102.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -528178.437500 Penalty: 2799.477051
	Iteration 15Q: 3 clusters Score -528178.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -528266.687500 Penalty: 2799.477051
	Iteration 16Q: 3 clusters Score -528266.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -528350.187500 Penalty: 2799.477051
	Iteration 17Q: 3 clusters Score -528350.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -528443.937500 Penalty: 2799.477051
	Iteration 18Q: 3 clusters Score -528443.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -528534.562500 Penalty: 2799.477051
	Iteration 19Q: 3 clusters Score -528534.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -528603.437500 Penalty: 2799.477051
	Iteration 20F: 3 clusters Score -528603.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -528666.500000 Penalty: 2799.477051
	Iteration 21Q: 3 clusters Score -528666.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -528731.562500 Penalty: 2799.477051
	Iteration 22Q: 3 clusters Score -528731.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -528804.625000 Penalty: 2799.477051
	Iteration 23Q: 3 clusters Score -528804.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -528857.000000 Penalty: 2799.477051
	Iteration 24Q: 3 clusters Score -528857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -528894.000000 Penalty: 2799.477051
	Iteration 25Q: 3 clusters Score -528894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -528928.250000 Penalty: 2799.477051
	Iteration 26Q: 3 clusters Score -528928.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -528966.062500 Penalty: 2799.477051
	Iteration 27Q: 3 clusters Score -528966.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -528994.250000 Penalty: 2799.477051
	Iteration 28Q: 3 clusters Score -528994.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -529016.500000 Penalty: 2799.477051
	Iteration 29Q: 3 clusters Score -529016.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -529039.250000 Penalty: 2799.477051
	Iteration 30Q: 3 clusters Score -529039.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -529052.250000 Penalty: 2799.477051
	Iteration 31Q: 3 clusters Score -529052.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -529061.687500 Penalty: 2799.477051
	Iteration 32Q: 3 clusters Score -529061.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -529070.125000 Penalty: 2799.477051
	Iteration 33Q: 3 clusters Score -529070.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -529075.125000 Penalty: 2799.477051
	Iteration 34Q: 3 clusters Score -529075.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -529078.187500 Penalty: 2799.477051
	Iteration 35Q: 3 clusters Score -529078.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -529084.812500 Penalty: 2799.477051
	Iteration 36Q: 3 clusters Score -529084.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -529087.437500 Penalty: 2799.477051
	Iteration 37Q: 3 clusters Score -529087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -529094.562500 Penalty: 2799.477051
	Iteration 38Q: 3 clusters Score -529094.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -529101.375000 Penalty: 2799.477051
	Iteration 39Q: 3 clusters Score -529101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -529104.250000 Penalty: 2799.477051
	Iteration 40F: 3 clusters Score -529104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -529108.375000 Penalty: 2799.477051
	Iteration 41Q: 3 clusters Score -529108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -529109.250000 Penalty: 2799.477051
	Iteration 42Q: 3 clusters Score -529109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -529112.500000 Penalty: 2799.477051
	Iteration 43Q: 3 clusters Score -529112.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -529119.000000 Penalty: 2799.477051
	Iteration 44Q: 3 clusters Score -529119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -529124.187500 Penalty: 2799.477051
	Iteration 45Q: 3 clusters Score -529124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -529128.562500 Penalty: 2799.477051
	Iteration 46Q: 3 clusters Score -529128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -529130.812500 Penalty: 2799.477051
	Iteration 47Q: 3 clusters Score -529130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -529133.062500 Penalty: 2799.477051
	Iteration 48Q: 3 clusters Score -529133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -529133.062500 Penalty: 2799.477051
	Iteration 49Q: 3 clusters Score -529133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -529133.062500 Penalty: 2799.477051
	Iteration 50F: 3 clusters Score -529133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -57880.906250 Penalty: 1048.714111
	Iteration 0F: 2 clusters Score -57880.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56666.304688 Penalty: 2097.428223
	Iteration 0F: 3 clusters Score -56666.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56863.750000 Penalty: 2097.428223
	Iteration 1F: 3 clusters Score -56863.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56913.578125 Penalty: 2097.428223
	Iteration 2F: 3 clusters Score -56913.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -56933.375000 Penalty: 2097.428223
	Iteration 3Q: 3 clusters Score -56933.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -56944.156250 Penalty: 2097.428223
	Iteration 4Q: 3 clusters Score -56944.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56948.472656 Penalty: 2097.428223
	Iteration 5Q: 3 clusters Score -56948.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56951.808594 Penalty: 2097.428223
	Iteration 6Q: 3 clusters Score -56951.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56953.949219 Penalty: 2097.428223
	Iteration 7Q: 3 clusters Score -56953.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56954.367188 Penalty: 2097.428223
	Iteration 8Q: 3 clusters Score -56954.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56954.367188 Penalty: 2097.428223
	Iteration 9F: 3 clusters Score -56954.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9968 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122286 members 
Mstep: Class 6 contains 67348 members 
Mstep: Class 7 contains 6115 members 
Mstep: Class 8 contains 20690 members 
Mstep: Class 9 contains 43812 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 11340 members 
Mstep: Class 12 contains 21159 members 
Mstep: Class 13 contains 26188 members 
Mstep: Class 14 contains 24375 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7738 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43473 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 13668 members 
Mstep: Class 24 contains 3264 members 
Mstep: Class 25 contains 5507 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839112.000000 Penalty: 55278.062500
Iteration 119Q: 27 clusters Score -4.483911e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9933 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122285 members 
Mstep: Class 6 contains 67345 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 20694 members 
Mstep: Class 9 contains 43811 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 11335 members 
Mstep: Class 12 contains 21094 members 
Mstep: Class 13 contains 26188 members 
Mstep: Class 14 contains 24369 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7738 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43453 members 
Mstep: Class 20 contains 13768 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 6061 members 
Mstep: Class 23 contains 13680 members 
Mstep: Class 24 contains 3266 members 
Mstep: Class 25 contains 5507 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839204.000000 Penalty: 55278.062500
Iteration 120F: 27 clusters Score -4.48392e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9913 members 
Mstep: Class 3 contains 5861 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122286 members 
Mstep: Class 6 contains 67340 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 20705 members 
Mstep: Class 9 contains 43821 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 11331 members 
Mstep: Class 12 contains 21021 members 
Mstep: Class 13 contains 26188 members 
Mstep: Class 14 contains 24368 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 7737 members 
Mstep: Class 17 contains 4732 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43441 members 
Mstep: Class 20 contains 13848 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 3269 members 
Mstep: Class 25 contains 5507 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839252.000000 Penalty: 55278.062500
Iteration 121Q: 27 clusters Score -4.483925e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 9894 members 
Mstep: Class 3 contains 5854 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122284 members 
Mstep: Class 6 contains 67336 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 20719 members 
Mstep: Class 9 contains 43830 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11327 members 
Mstep: Class 12 contains 20949 members 
Mstep: Class 13 contains 26194 members 
Mstep: Class 14 contains 24372 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 7738 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43423 members 
Mstep: Class 20 contains 13922 members 
Mstep: Class 21 contains 2355 members 
Mstep: Class 22 contains 6072 members 
Mstep: Class 23 contains 13687 members 
Mstep: Class 24 contains 3273 members 
Mstep: Class 25 contains 5506 members 
Mstep: Class 26 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839284.000000 Penalty: 55278.062500
Iteration 122Q: 27 clusters Score -4.483928e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 9872 members 
Mstep: Class 3 contains 5850 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122283 members 
Mstep: Class 6 contains 67327 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 8 contains 20742 members 
Mstep: Class 9 contains 43834 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 20878 members 
Mstep: Class 13 contains 26210 members 
Mstep: Class 14 contains 24373 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 7738 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43409 members 
Mstep: Class 20 contains 13997 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 6075 members 
Mstep: Class 23 contains 13682 members 
Mstep: Class 24 contains 3270 members 
Mstep: Class 25 contains 5506 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839368.000000 Penalty: 55278.062500
Iteration 123Q: 27 clusters Score -4.483937e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122283 members 
Mstep: Class 6 contains 67330 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 20762 members 
Mstep: Class 9 contains 43828 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 20813 members 
Mstep: Class 13 contains 26213 members 
Mstep: Class 14 contains 24372 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 7740 members 
Mstep: Class 17 contains 4706 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43394 members 
Mstep: Class 20 contains 14075 members 
Mstep: Class 21 contains 2372 members 
Mstep: Class 22 contains 6081 members 
Mstep: Class 23 contains 13691 members 
Mstep: Class 24 contains 3268 members 
Mstep: Class 25 contains 5505 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839416.000000 Penalty: 55278.062500
Iteration 124Q: 27 clusters Score -4.483942e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 9814 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122283 members 
Mstep: Class 6 contains 67331 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 20778 members 
Mstep: Class 9 contains 43827 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11321 members 
Mstep: Class 12 contains 20755 members 
Mstep: Class 13 contains 26214 members 
Mstep: Class 14 contains 24371 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 7739 members 
Mstep: Class 17 contains 4698 members 
Mstep: Class 18 contains 991 members 
Mstep: Class 19 contains 43381 members 
Mstep: Class 20 contains 14152 members 
Mstep: Class 21 contains 2374 members 
Mstep: Class 22 contains 6085 members 
Mstep: Class 23 contains 13700 members 
Mstep: Class 24 contains 3266 members 
Mstep: Class 25 contains 5506 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839492.000000 Penalty: 55278.062500
Iteration 125Q: 27 clusters Score -4.483949e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122281 members 
Mstep: Class 6 contains 67341 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 20795 members 
Mstep: Class 9 contains 43827 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 20696 members 
Mstep: Class 13 contains 26225 members 
Mstep: Class 14 contains 24370 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 7739 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43355 members 
Mstep: Class 20 contains 14211 members 
Mstep: Class 21 contains 2374 members 
Mstep: Class 22 contains 6089 members 
Mstep: Class 23 contains 13712 members 
Mstep: Class 24 contains 3266 members 
Mstep: Class 25 contains 5502 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839500.000000 Penalty: 55278.062500
Iteration 126Q: 27 clusters Score -4.48395e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 9771 members 
Mstep: Class 3 contains 5836 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122280 members 
Mstep: Class 6 contains 67347 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 20814 members 
Mstep: Class 9 contains 43827 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11314 members 
Mstep: Class 12 contains 20645 members 
Mstep: Class 13 contains 26245 members 
Mstep: Class 14 contains 24366 members 
Mstep: Class 15 contains 4231 members 
Mstep: Class 16 contains 7739 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43335 members 
Mstep: Class 20 contains 14261 members 
Mstep: Class 21 contains 2374 members 
Mstep: Class 22 contains 6090 members 
Mstep: Class 23 contains 13719 members 
Mstep: Class 24 contains 3271 members 
Mstep: Class 25 contains 5502 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839460.000000 Penalty: 55278.062500
Iteration 127Q: 27 clusters Score -4.483946e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9756 members 
Mstep: Class 3 contains 5830 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122281 members 
Mstep: Class 6 contains 67354 members 
Mstep: Class 7 contains 6207 members 
Mstep: Class 8 contains 20836 members 
Mstep: Class 9 contains 43828 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11310 members 
Mstep: Class 12 contains 20589 members 
Mstep: Class 13 contains 26256 members 
Mstep: Class 14 contains 24363 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 7737 members 
Mstep: Class 17 contains 4653 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43314 members 
Mstep: Class 20 contains 14315 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 13729 members 
Mstep: Class 24 contains 3273 members 
Mstep: Class 25 contains 5503 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839452.000000 Penalty: 55278.062500
Iteration 128Q: 27 clusters Score -4.483945e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 9736 members 
Mstep: Class 3 contains 5824 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122282 members 
Mstep: Class 6 contains 67360 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 20853 members 
Mstep: Class 9 contains 43829 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11311 members 
Mstep: Class 12 contains 20550 members 
Mstep: Class 13 contains 26256 members 
Mstep: Class 14 contains 24361 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 7736 members 
Mstep: Class 17 contains 4638 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43298 members 
Mstep: Class 20 contains 14371 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 13733 members 
Mstep: Class 24 contains 3274 members 
Mstep: Class 25 contains 5503 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839384.000000 Penalty: 55278.062500
Iteration 129Q: 27 clusters Score -4.483938e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9711 members 
Mstep: Class 3 contains 5823 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122282 members 
Mstep: Class 6 contains 67359 members 
Mstep: Class 7 contains 6229 members 
Mstep: Class 8 contains 20867 members 
Mstep: Class 9 contains 43833 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 20518 members 
Mstep: Class 13 contains 26265 members 
Mstep: Class 14 contains 24361 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 7735 members 
Mstep: Class 17 contains 4623 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43280 members 
Mstep: Class 20 contains 14419 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 6094 members 
Mstep: Class 23 contains 13741 members 
Mstep: Class 24 contains 3274 members 
Mstep: Class 25 contains 5503 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839408.000000 Penalty: 55278.062500
Iteration 130Q: 27 clusters Score -4.483941e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 9697 members 
Mstep: Class 3 contains 5819 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122282 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 20880 members 
Mstep: Class 9 contains 43839 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 20481 members 
Mstep: Class 13 contains 26277 members 
Mstep: Class 14 contains 24363 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 7734 members 
Mstep: Class 17 contains 4613 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43257 members 
Mstep: Class 20 contains 14466 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 6095 members 
Mstep: Class 23 contains 13751 members 
Mstep: Class 24 contains 3272 members 
Mstep: Class 25 contains 5505 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839356.000000 Penalty: 55278.062500
Iteration 131Q: 27 clusters Score -4.483936e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 5820 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122282 members 
Mstep: Class 6 contains 67366 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 20883 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 20445 members 
Mstep: Class 13 contains 26288 members 
Mstep: Class 14 contains 24363 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 7732 members 
Mstep: Class 17 contains 4599 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43240 members 
Mstep: Class 20 contains 14514 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 13761 members 
Mstep: Class 24 contains 3271 members 
Mstep: Class 25 contains 5506 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839384.000000 Penalty: 55278.062500
Iteration 132Q: 27 clusters Score -4.483938e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 9654 members 
Mstep: Class 3 contains 5820 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122282 members 
Mstep: Class 6 contains 67367 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 20894 members 
Mstep: Class 9 contains 43854 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 20404 members 
Mstep: Class 13 contains 26296 members 
Mstep: Class 14 contains 24366 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 7728 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43224 members 
Mstep: Class 20 contains 14560 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 6095 members 
Mstep: Class 23 contains 13768 members 
Mstep: Class 24 contains 3269 members 
Mstep: Class 25 contains 5508 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839372.000000 Penalty: 55278.062500
Iteration 133Q: 27 clusters Score -4.483937e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 9634 members 
Mstep: Class 3 contains 5817 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122283 members 
Mstep: Class 6 contains 67373 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 20900 members 
Mstep: Class 9 contains 43852 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 20367 members 
Mstep: Class 13 contains 26304 members 
Mstep: Class 14 contains 24364 members 
Mstep: Class 15 contains 4228 members 
Mstep: Class 16 contains 7724 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43210 members 
Mstep: Class 20 contains 14610 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 6094 members 
Mstep: Class 23 contains 13777 members 
Mstep: Class 24 contains 3266 members 
Mstep: Class 25 contains 5510 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839476.000000 Penalty: 55278.062500
Iteration 134Q: 27 clusters Score -4.483948e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9611 members 
Mstep: Class 3 contains 5817 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122283 members 
Mstep: Class 6 contains 67378 members 
Mstep: Class 7 contains 6244 members 
Mstep: Class 8 contains 20900 members 
Mstep: Class 9 contains 43852 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11305 members 
Mstep: Class 12 contains 20337 members 
Mstep: Class 13 contains 26310 members 
Mstep: Class 14 contains 24364 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 7723 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43203 members 
Mstep: Class 20 contains 14650 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 3265 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839488.000000 Penalty: 55278.062500
Iteration 135Q: 27 clusters Score -4.483949e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9588 members 
Mstep: Class 3 contains 5817 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122284 members 
Mstep: Class 6 contains 67381 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 20904 members 
Mstep: Class 9 contains 43854 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11305 members 
Mstep: Class 12 contains 20302 members 
Mstep: Class 13 contains 26319 members 
Mstep: Class 14 contains 24367 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 7724 members 
Mstep: Class 17 contains 4587 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43199 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13784 members 
Mstep: Class 24 contains 3264 members 
Mstep: Class 25 contains 5510 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839504.000000 Penalty: 55278.062500
Iteration 136Q: 27 clusters Score -4.48395e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9563 members 
Mstep: Class 3 contains 5816 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122283 members 
Mstep: Class 6 contains 67378 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 20909 members 
Mstep: Class 9 contains 43851 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 20275 members 
Mstep: Class 13 contains 26326 members 
Mstep: Class 14 contains 24366 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4584 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43191 members 
Mstep: Class 20 contains 14746 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 13787 members 
Mstep: Class 24 contains 3265 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839440.000000 Penalty: 55278.062500
Iteration 137Q: 27 clusters Score -4.483944e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9544 members 
Mstep: Class 3 contains 5814 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122283 members 
Mstep: Class 6 contains 67368 members 
Mstep: Class 7 contains 6244 members 
Mstep: Class 8 contains 20911 members 
Mstep: Class 9 contains 43851 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 20253 members 
Mstep: Class 13 contains 26330 members 
Mstep: Class 14 contains 24365 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4587 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43179 members 
Mstep: Class 20 contains 14789 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13793 members 
Mstep: Class 24 contains 3271 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839404.000000 Penalty: 55278.062500
Iteration 138Q: 27 clusters Score -4.48394e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9528 members 
Mstep: Class 3 contains 5813 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122285 members 
Mstep: Class 6 contains 67370 members 
Mstep: Class 7 contains 6246 members 
Mstep: Class 8 contains 20913 members 
Mstep: Class 9 contains 43849 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 20216 members 
Mstep: Class 13 contains 26337 members 
Mstep: Class 14 contains 24365 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4590 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43170 members 
Mstep: Class 20 contains 14834 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6103 members 
Mstep: Class 23 contains 13796 members 
Mstep: Class 24 contains 3272 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839412.000000 Penalty: 55278.062500
Iteration 139Q: 27 clusters Score -4.483941e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9511 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122285 members 
Mstep: Class 6 contains 67369 members 
Mstep: Class 7 contains 6253 members 
Mstep: Class 8 contains 20920 members 
Mstep: Class 9 contains 43846 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 20178 members 
Mstep: Class 13 contains 26347 members 
Mstep: Class 14 contains 24363 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4590 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43165 members 
Mstep: Class 20 contains 14879 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13797 members 
Mstep: Class 24 contains 3271 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839412.000000 Penalty: 55278.062500
Iteration 140F: 27 clusters Score -4.483941e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9494 members 
Mstep: Class 3 contains 5802 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122285 members 
Mstep: Class 6 contains 67374 members 
Mstep: Class 7 contains 6256 members 
Mstep: Class 8 contains 20924 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 20144 members 
Mstep: Class 13 contains 26353 members 
Mstep: Class 14 contains 24363 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43159 members 
Mstep: Class 20 contains 14923 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13805 members 
Mstep: Class 24 contains 3269 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839448.000000 Penalty: 55278.062500
Iteration 141Q: 27 clusters Score -4.483945e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9474 members 
Mstep: Class 3 contains 5804 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122286 members 
Mstep: Class 6 contains 67375 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 8 contains 20931 members 
Mstep: Class 9 contains 43846 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 20110 members 
Mstep: Class 13 contains 26358 members 
Mstep: Class 14 contains 24363 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4579 members 
Mstep: Class 18 contains 993 members 
Mstep: Class 19 contains 43154 members 
Mstep: Class 20 contains 14970 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 13810 members 
Mstep: Class 24 contains 3265 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839504.000000 Penalty: 55278.062500
Iteration 142Q: 27 clusters Score -4.48395e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9454 members 
Mstep: Class 3 contains 5805 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122285 members 
Mstep: Class 6 contains 67378 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 20933 members 
Mstep: Class 9 contains 43851 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 20076 members 
Mstep: Class 13 contains 26361 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43151 members 
Mstep: Class 20 contains 15014 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6105 members 
Mstep: Class 23 contains 13812 members 
Mstep: Class 24 contains 3264 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839444.000000 Penalty: 55278.062500
Iteration 143Q: 27 clusters Score -4.483944e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9445 members 
Mstep: Class 3 contains 5800 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122285 members 
Mstep: Class 6 contains 67374 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 20935 members 
Mstep: Class 9 contains 43850 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 20058 members 
Mstep: Class 13 contains 26363 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43148 members 
Mstep: Class 20 contains 15043 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 13815 members 
Mstep: Class 24 contains 3266 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839424.000000 Penalty: 55278.062500
Iteration 144Q: 27 clusters Score -4.483942e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9434 members 
Mstep: Class 3 contains 5798 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122285 members 
Mstep: Class 6 contains 67375 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 8 contains 20935 members 
Mstep: Class 9 contains 43847 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 20044 members 
Mstep: Class 13 contains 26365 members 
Mstep: Class 14 contains 24361 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43143 members 
Mstep: Class 20 contains 15071 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6105 members 
Mstep: Class 23 contains 13819 members 
Mstep: Class 24 contains 3265 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839440.000000 Penalty: 55278.062500
Iteration 145Q: 27 clusters Score -4.483944e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9418 members 
Mstep: Class 3 contains 5800 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122285 members 
Mstep: Class 6 contains 67375 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 8 contains 20935 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 20024 members 
Mstep: Class 13 contains 26365 members 
Mstep: Class 14 contains 24361 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4582 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43138 members 
Mstep: Class 20 contains 15101 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6105 members 
Mstep: Class 23 contains 13822 members 
Mstep: Class 24 contains 3266 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839448.000000 Penalty: 55278.062500
Iteration 146Q: 27 clusters Score -4.483945e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9402 members 
Mstep: Class 3 contains 5799 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122284 members 
Mstep: Class 6 contains 67378 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 8 contains 20936 members 
Mstep: Class 9 contains 43850 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 20002 members 
Mstep: Class 13 contains 26360 members 
Mstep: Class 14 contains 24361 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4582 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43134 members 
Mstep: Class 20 contains 15144 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6103 members 
Mstep: Class 23 contains 13823 members 
Mstep: Class 24 contains 3265 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839456.000000 Penalty: 55278.062500
Iteration 147Q: 27 clusters Score -4.483946e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 5797 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122283 members 
Mstep: Class 6 contains 67372 members 
Mstep: Class 7 contains 6258 members 
Mstep: Class 8 contains 20936 members 
Mstep: Class 9 contains 43849 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19980 members 
Mstep: Class 13 contains 26365 members 
Mstep: Class 14 contains 24360 members 
Mstep: Class 15 contains 4231 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4584 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43132 members 
Mstep: Class 20 contains 15183 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13826 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839448.000000 Penalty: 55278.062500
Iteration 148Q: 27 clusters Score -4.483945e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9376 members 
Mstep: Class 3 contains 5794 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122283 members 
Mstep: Class 6 contains 67368 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 20937 members 
Mstep: Class 9 contains 43850 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19954 members 
Mstep: Class 13 contains 26365 members 
Mstep: Class 14 contains 24360 members 
Mstep: Class 15 contains 4234 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43131 members 
Mstep: Class 20 contains 15226 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13826 members 
Mstep: Class 24 contains 3264 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839484.000000 Penalty: 55278.062500
Iteration 149Q: 27 clusters Score -4.483948e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9364 members 
Mstep: Class 3 contains 5791 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122283 members 
Mstep: Class 6 contains 67360 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20940 members 
Mstep: Class 9 contains 43851 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19938 members 
Mstep: Class 13 contains 26363 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4236 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4586 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43130 members 
Mstep: Class 20 contains 15265 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13826 members 
Mstep: Class 24 contains 3265 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839484.000000 Penalty: 55278.062500
Iteration 150Q: 27 clusters Score -4.483948e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 9352 members 
Mstep: Class 3 contains 5790 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122283 members 
Mstep: Class 6 contains 67359 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20940 members 
Mstep: Class 9 contains 43852 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 26362 members 
Mstep: Class 14 contains 24358 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43128 members 
Mstep: Class 20 contains 15298 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13826 members 
Mstep: Class 24 contains 3263 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839496.000000 Penalty: 55278.062500
Iteration 151Q: 27 clusters Score -4.48395e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 9339 members 
Mstep: Class 3 contains 5790 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122284 members 
Mstep: Class 6 contains 67359 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20942 members 
Mstep: Class 9 contains 43852 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 19909 members 
Mstep: Class 13 contains 26362 members 
Mstep: Class 14 contains 24358 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4587 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43124 members 
Mstep: Class 20 contains 15326 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839496.000000 Penalty: 55278.062500
Iteration 152Q: 27 clusters Score -4.48395e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9332 members 
Mstep: Class 3 contains 5789 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122285 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20943 members 
Mstep: Class 9 contains 43851 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19897 members 
Mstep: Class 13 contains 26360 members 
Mstep: Class 14 contains 24358 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 4590 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43120 members 
Mstep: Class 20 contains 15352 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3260 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839500.000000 Penalty: 55278.062500
Iteration 153Q: 27 clusters Score -4.48395e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 9323 members 
Mstep: Class 3 contains 5788 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122287 members 
Mstep: Class 6 contains 67359 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20943 members 
Mstep: Class 9 contains 43849 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19883 members 
Mstep: Class 13 contains 26359 members 
Mstep: Class 14 contains 24358 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4592 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43118 members 
Mstep: Class 20 contains 15374 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 3260 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839512.000000 Penalty: 55278.062500
Iteration 154Q: 27 clusters Score -4.483951e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9305 members 
Mstep: Class 3 contains 5791 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67358 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20942 members 
Mstep: Class 9 contains 43850 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19879 members 
Mstep: Class 13 contains 26357 members 
Mstep: Class 14 contains 24358 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43115 members 
Mstep: Class 20 contains 15401 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 3260 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839568.000000 Penalty: 55278.062500
Iteration 155Q: 27 clusters Score -4.483957e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 5789 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67361 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20941 members 
Mstep: Class 9 contains 43849 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19873 members 
Mstep: Class 13 contains 26354 members 
Mstep: Class 14 contains 24358 members 
Mstep: Class 15 contains 4236 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43114 members 
Mstep: Class 20 contains 15422 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3260 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839572.000000 Penalty: 55278.062500
Iteration 156Q: 27 clusters Score -4.483957e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9281 members 
Mstep: Class 3 contains 5785 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67361 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20941 members 
Mstep: Class 9 contains 43849 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19868 members 
Mstep: Class 13 contains 26354 members 
Mstep: Class 14 contains 24357 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43115 members 
Mstep: Class 20 contains 15444 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3257 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839536.000000 Penalty: 55278.062500
Iteration 157Q: 27 clusters Score -4.483954e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67362 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20942 members 
Mstep: Class 9 contains 43849 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19862 members 
Mstep: Class 13 contains 26355 members 
Mstep: Class 14 contains 24357 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4596 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43115 members 
Mstep: Class 20 contains 15462 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839524.000000 Penalty: 55278.062500
Iteration 158Q: 27 clusters Score -4.483952e+07 nChanged 30
Entering ConstructFrom: 
Score: -44839524.000000 Penalty: 55278.062500
Entering ConstructFrom: 
Trying to split cluster 1 (10271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Entering Unmasked Estep 
Score: -979198.125000 Penalty: 1501.025391
	Iteration 0F: 2 clusters Score -979198.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -971988.437500 Penalty: 3002.050781
	Iteration 0F: 3 clusters Score -971988.4 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -974343.750000 Penalty: 3002.050781
	Iteration 1F: 3 clusters Score -974343.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -974695.562500 Penalty: 3002.050781
	Iteration 2F: 3 clusters Score -974695.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -975052.687500 Penalty: 3002.050781
	Iteration 3F: 3 clusters Score -975052.7 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -975508.500000 Penalty: 3002.050781
	Iteration 4F: 3 clusters Score -975508.5 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -976056.500000 Penalty: 3002.050781
	Iteration 5F: 3 clusters Score -976056.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -976631.187500 Penalty: 3002.050781
	Iteration 6F: 3 clusters Score -976631.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -977110.625000 Penalty: 3002.050781
	Iteration 7F: 3 clusters Score -977110.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -977541.437500 Penalty: 3002.050781
	Iteration 8Q: 3 clusters Score -977541.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -977933.625000 Penalty: 3002.050781
	Iteration 9Q: 3 clusters Score -977933.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -978285.375000 Penalty: 3002.050781
	Iteration 10Q: 3 clusters Score -978285.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -978518.187500 Penalty: 3002.050781
	Iteration 11Q: 3 clusters Score -978518.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -978627.187500 Penalty: 3002.050781
	Iteration 12Q: 3 clusters Score -978627.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -978705.625000 Penalty: 3002.050781
	Iteration 13Q: 3 clusters Score -978705.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -978754.875000 Penalty: 3002.050781
	Iteration 14Q: 3 clusters Score -978754.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -978780.625000 Penalty: 3002.050781
	Iteration 15Q: 3 clusters Score -978780.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -978801.875000 Penalty: 3002.050781
	Iteration 16Q: 3 clusters Score -978801.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -978815.500000 Penalty: 3002.050781
	Iteration 17Q: 3 clusters Score -978815.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -978825.687500 Penalty: 3002.050781
	Iteration 18Q: 3 clusters Score -978825.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -978839.000000 Penalty: 3002.050781
	Iteration 19Q: 3 clusters Score -978839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -978846.187500 Penalty: 3002.050781
	Iteration 20F: 3 clusters Score -978846.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -978853.562500 Penalty: 3002.050781
	Iteration 21Q: 3 clusters Score -978853.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -978859.687500 Penalty: 3002.050781
	Iteration 22Q: 3 clusters Score -978859.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -978864.125000 Penalty: 3002.050781
	Iteration 23Q: 3 clusters Score -978864.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -978868.687500 Penalty: 3002.050781
	Iteration 24Q: 3 clusters Score -978868.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -978870.062500 Penalty: 3002.050781
	Iteration 25Q: 3 clusters Score -978870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -978871.562500 Penalty: 3002.050781
	Iteration 26Q: 3 clusters Score -978871.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -978875.312500 Penalty: 3002.050781
	Iteration 27Q: 3 clusters Score -978875.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -978877.125000 Penalty: 3002.050781
	Iteration 28Q: 3 clusters Score -978877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -978877.562500 Penalty: 3002.050781
	Iteration 29Q: 3 clusters Score -978877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -978879.312500 Penalty: 3002.050781
	Iteration 30Q: 3 clusters Score -978879.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -978880.500000 Penalty: 3002.050781
	Iteration 31Q: 3 clusters Score -978880.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -978882.250000 Penalty: 3002.050781
	Iteration 32Q: 3 clusters Score -978882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -978880.625000 Penalty: 3002.050781
	Iteration 33Q: 3 clusters Score -978880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -978881.750000 Penalty: 3002.050781
	Iteration 34Q: 3 clusters Score -978881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -978882.000000 Penalty: 3002.050781
	Iteration 35Q: 3 clusters Score -978882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -978880.937500 Penalty: 3002.050781
	Iteration 36Q: 3 clusters Score -978880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -978881.187500 Penalty: 3002.050781
	Iteration 37Q: 3 clusters Score -978881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -978881.187500 Penalty: 3002.050781
	Iteration 38F: 3 clusters Score -978881.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Entering Unmasked Estep 
Score: -868613.812500 Penalty: 1484.204590
	Iteration 0F: 2 clusters Score -868613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -861851.250000 Penalty: 2968.409180
	Iteration 0F: 3 clusters Score -861851.2 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -864089.437500 Penalty: 2968.409180
	Iteration 1F: 3 clusters Score -864089.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -864447.687500 Penalty: 2968.409180
	Iteration 2F: 3 clusters Score -864447.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -864762.562500 Penalty: 2968.409180
	Iteration 3F: 3 clusters Score -864762.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -865071.875000 Penalty: 2968.409180
	Iteration 4F: 3 clusters Score -865071.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -865392.437500 Penalty: 2968.409180
	Iteration 5F: 3 clusters Score -865392.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -865707.625000 Penalty: 2968.409180
	Iteration 6F: 3 clusters Score -865707.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -865992.812500 Penalty: 2968.409180
	Iteration 7Q: 3 clusters Score -865992.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -866232.062500 Penalty: 2968.409180
	Iteration 8Q: 3 clusters Score -866232.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -866468.812500 Penalty: 2968.409180
	Iteration 9Q: 3 clusters Score -866468.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -866675.062500 Penalty: 2968.409180
	Iteration 10Q: 3 clusters Score -866675.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -866828.937500 Penalty: 2968.409180
	Iteration 11Q: 3 clusters Score -866828.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -866947.812500 Penalty: 2968.409180
	Iteration 12Q: 3 clusters Score -866947.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -867042.375000 Penalty: 2968.409180
	Iteration 13Q: 3 clusters Score -867042.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -867119.812500 Penalty: 2968.409180
	Iteration 14Q: 3 clusters Score -867119.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -867184.062500 Penalty: 2968.409180
	Iteration 15Q: 3 clusters Score -867184.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -867230.812500 Penalty: 2968.409180
	Iteration 16Q: 3 clusters Score -867230.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -867260.562500 Penalty: 2968.409180
	Iteration 17Q: 3 clusters Score -867260.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -867290.250000 Penalty: 2968.409180
	Iteration 18Q: 3 clusters Score -867290.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -867296.687500 Penalty: 2968.409180
	Iteration 19Q: 3 clusters Score -867296.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -867307.000000 Penalty: 2968.409180
	Iteration 20F: 3 clusters Score -867307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -867311.250000 Penalty: 2968.409180
	Iteration 21Q: 3 clusters Score -867311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -867318.187500 Penalty: 2968.409180
	Iteration 22Q: 3 clusters Score -867318.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -867326.187500 Penalty: 2968.409180
	Iteration 23Q: 3 clusters Score -867326.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -867333.625000 Penalty: 2968.409180
	Iteration 24Q: 3 clusters Score -867333.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -867343.437500 Penalty: 2968.409180
	Iteration 25Q: 3 clusters Score -867343.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -867350.000000 Penalty: 2968.409180
	Iteration 26Q: 3 clusters Score -867350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -867359.062500 Penalty: 2968.409180
	Iteration 27Q: 3 clusters Score -867359.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -867365.625000 Penalty: 2968.409180
	Iteration 28Q: 3 clusters Score -867365.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -867371.562500 Penalty: 2968.409180
	Iteration 29Q: 3 clusters Score -867371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -867376.562500 Penalty: 2968.409180
	Iteration 30Q: 3 clusters Score -867376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -867376.625000 Penalty: 2968.409180
	Iteration 31Q: 3 clusters Score -867376.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -867376.625000 Penalty: 2968.409180
	Iteration 32F: 3 clusters Score -867376.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Entering Unmasked Estep 
Score: -550058.312500 Penalty: 1407.685181
	Iteration 0F: 2 clusters Score -550058.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -545510.062500 Penalty: 2815.370361
	Iteration 0F: 3 clusters Score -545510.1 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -546768.937500 Penalty: 2815.370361
	Iteration 1F: 3 clusters Score -546768.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -546976.750000 Penalty: 2815.370361
	Iteration 2F: 3 clusters Score -546976.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -547122.437500 Penalty: 2815.370361
	Iteration 3F: 3 clusters Score -547122.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -547249.312500 Penalty: 2815.370361
	Iteration 4Q: 3 clusters Score -547249.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -547352.625000 Penalty: 2815.370361
	Iteration 5Q: 3 clusters Score -547352.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -547440.062500 Penalty: 2815.370361
	Iteration 6Q: 3 clusters Score -547440.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -547513.062500 Penalty: 2815.370361
	Iteration 7Q: 3 clusters Score -547513.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -547564.875000 Penalty: 2815.370361
	Iteration 8Q: 3 clusters Score -547564.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -547621.312500 Penalty: 2815.370361
	Iteration 9Q: 3 clusters Score -547621.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -547680.687500 Penalty: 2815.370361
	Iteration 10Q: 3 clusters Score -547680.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -547730.437500 Penalty: 2815.370361
	Iteration 11Q: 3 clusters Score -547730.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -547784.937500 Penalty: 2815.370361
	Iteration 12Q: 3 clusters Score -547784.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -547839.000000 Penalty: 2815.370361
	Iteration 13Q: 3 clusters Score -547839 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -547892.437500 Penalty: 2815.370361
	Iteration 14Q: 3 clusters Score -547892.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -547949.875000 Penalty: 2815.370361
	Iteration 15Q: 3 clusters Score -547949.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -548001.312500 Penalty: 2815.370361
	Iteration 16Q: 3 clusters Score -548001.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -548060.812500 Penalty: 2815.370361
	Iteration 17Q: 3 clusters Score -548060.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -548115.187500 Penalty: 2815.370361
	Iteration 18Q: 3 clusters Score -548115.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -548166.000000 Penalty: 2815.370361
	Iteration 19Q: 3 clusters Score -548166 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -548222.187500 Penalty: 2815.370361
	Iteration 20F: 3 clusters Score -548222.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -548289.687500 Penalty: 2815.370361
	Iteration 21Q: 3 clusters Score -548289.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -548351.000000 Penalty: 2815.370361
	Iteration 22Q: 3 clusters Score -548351 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -548395.187500 Penalty: 2815.370361
	Iteration 23Q: 3 clusters Score -548395.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -548429.625000 Penalty: 2815.370361
	Iteration 24Q: 3 clusters Score -548429.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -548468.437500 Penalty: 2815.370361
	Iteration 25Q: 3 clusters Score -548468.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -548501.875000 Penalty: 2815.370361
	Iteration 26Q: 3 clusters Score -548501.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -548533.687500 Penalty: 2815.370361
	Iteration 27Q: 3 clusters Score -548533.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -548555.687500 Penalty: 2815.370361
	Iteration 28Q: 3 clusters Score -548555.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -548578.750000 Penalty: 2815.370361
	Iteration 29Q: 3 clusters Score -548578.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -548598.500000 Penalty: 2815.370361
	Iteration 30Q: 3 clusters Score -548598.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -548618.750000 Penalty: 2815.370361
	Iteration 31Q: 3 clusters Score -548618.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -548637.687500 Penalty: 2815.370361
	Iteration 32Q: 3 clusters Score -548637.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -548653.250000 Penalty: 2815.370361
	Iteration 33Q: 3 clusters Score -548653.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -548663.500000 Penalty: 2815.370361
	Iteration 34Q: 3 clusters Score -548663.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -548675.562500 Penalty: 2815.370361
	Iteration 35Q: 3 clusters Score -548675.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -548686.187500 Penalty: 2815.370361
	Iteration 36Q: 3 clusters Score -548686.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -548700.812500 Penalty: 2815.370361
	Iteration 37Q: 3 clusters Score -548700.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -548708.687500 Penalty: 2815.370361
	Iteration 38Q: 3 clusters Score -548708.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -548714.062500 Penalty: 2815.370361
	Iteration 39Q: 3 clusters Score -548714.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -548718.125000 Penalty: 2815.370361
	Iteration 40F: 3 clusters Score -548718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -548723.250000 Penalty: 2815.370361
	Iteration 41Q: 3 clusters Score -548723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -548724.312500 Penalty: 2815.370361
	Iteration 42Q: 3 clusters Score -548724.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -548728.562500 Penalty: 2815.370361
	Iteration 43Q: 3 clusters Score -548728.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -548730.812500 Penalty: 2815.370361
	Iteration 44Q: 3 clusters Score -548730.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -548737.875000 Penalty: 2815.370361
	Iteration 45Q: 3 clusters Score -548737.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -548746.687500 Penalty: 2815.370361
	Iteration 46Q: 3 clusters Score -548746.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -548754.250000 Penalty: 2815.370361
	Iteration 47Q: 3 clusters Score -548754.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -548766.000000 Penalty: 2815.370361
	Iteration 48Q: 3 clusters Score -548766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -548775.312500 Penalty: 2815.370361
	Iteration 49Q: 3 clusters Score -548775.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -548784.125000 Penalty: 2815.370361
	Iteration 50Q: 3 clusters Score -548784.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -548793.875000 Penalty: 2815.370361
	Iteration 51Q: 3 clusters Score -548793.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -548802.687500 Penalty: 2815.370361
	Iteration 52Q: 3 clusters Score -548802.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -548812.687500 Penalty: 2815.370361
	Iteration 53Q: 3 clusters Score -548812.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -548817.125000 Penalty: 2815.370361
	Iteration 54Q: 3 clusters Score -548817.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -548820.000000 Penalty: 2815.370361
	Iteration 55Q: 3 clusters Score -548820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -548822.812500 Penalty: 2815.370361
	Iteration 56Q: 3 clusters Score -548822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -548824.812500 Penalty: 2815.370361
	Iteration 57Q: 3 clusters Score -548824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -548826.875000 Penalty: 2815.370361
	Iteration 58Q: 3 clusters Score -548826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -548829.687500 Penalty: 2815.370361
	Iteration 59Q: 3 clusters Score -548829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -548831.375000 Penalty: 2815.370361
	Iteration 60F: 3 clusters Score -548831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -548834.000000 Penalty: 2815.370361
	Iteration 61Q: 3 clusters Score -548834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -548837.500000 Penalty: 2815.370361
	Iteration 62Q: 3 clusters Score -548837.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -548838.312500 Penalty: 2815.370361
	Iteration 63Q: 3 clusters Score -548838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -548839.250000 Penalty: 2815.370361
	Iteration 64Q: 3 clusters Score -548839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -548839.750000 Penalty: 2815.370361
	Iteration 65Q: 3 clusters Score -548839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -548840.937500 Penalty: 2815.370361
	Iteration 66Q: 3 clusters Score -548840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -548840.562500 Penalty: 2815.370361
	Iteration 67Q: 3 clusters Score -548840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -548840.562500 Penalty: 2815.370361
	Iteration 68F: 3 clusters Score -548840.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -46709.566406 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -46709.57 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 264 members 
Entering Unmasked Estep 
Score: -45636.113281 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -45636.11 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45758.777344 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -45758.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45796.605469 Penalty: 2024.265991
	Iteration 2Q: 3 clusters Score -45796.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45821.527344 Penalty: 2024.265991
	Iteration 3Q: 3 clusters Score -45821.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45841.585938 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -45841.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45848.761719 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -45848.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45860.929688 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -45860.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45864.671875 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -45864.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45864.671875 Penalty: 2024.265991
	Iteration 8F: 3 clusters Score -45864.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122290 members 
Entering Unmasked Estep 
Score: -11753577.000000 Penalty: 1903.549438
	Iteration 0F: 2 clusters Score -1.175358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -11671788.000000 Penalty: 3807.098877
	Iteration 0F: 3 clusters Score -1.167179e+07 nChanged 58889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -11705856.000000 Penalty: 3807.098877
	Iteration 1F: 3 clusters Score -1.170586e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -11706658.000000 Penalty: 3807.098877
	Iteration 2Q: 3 clusters Score -1.170666e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -11707965.000000 Penalty: 3807.098877
	Iteration 3Q: 3 clusters Score -1.170796e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -11710212.000000 Penalty: 3807.098877
	Iteration 4Q: 3 clusters Score -1.171021e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -11714523.000000 Penalty: 3807.098877
	Iteration 5F: 3 clusters Score -1.171452e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -11722150.000000 Penalty: 3807.098877
	Iteration 6F: 3 clusters Score -1.172215e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102605 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -11732949.000000 Penalty: 3807.098877
	Iteration 7F: 3 clusters Score -1.173295e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112473 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -11743121.000000 Penalty: 3807.098877
	Iteration 8F: 3 clusters Score -1.174312e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118317 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -11748775.000000 Penalty: 3807.098877
	Iteration 9Q: 3 clusters Score -1.174878e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120693 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11750804.000000 Penalty: 3807.098877
	Iteration 10Q: 3 clusters Score -1.17508e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121481 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11751432.000000 Penalty: 3807.098877
	Iteration 11Q: 3 clusters Score -1.175143e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121777 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11751706.000000 Penalty: 3807.098877
	Iteration 12Q: 3 clusters Score -1.175171e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121894 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -11751844.000000 Penalty: 3807.098877
	Iteration 13Q: 3 clusters Score -1.175184e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121953 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11751906.000000 Penalty: 3807.098877
	Iteration 14Q: 3 clusters Score -1.175191e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121968 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11751940.000000 Penalty: 3807.098877
	Iteration 15Q: 3 clusters Score -1.175194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121984 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -11751975.000000 Penalty: 3807.098877
	Iteration 16Q: 3 clusters Score -1.175198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121987 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11751983.000000 Penalty: 3807.098877
	Iteration 17Q: 3 clusters Score -1.175198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121985 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -11751997.000000 Penalty: 3807.098877
	Iteration 18Q: 3 clusters Score -1.1752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121988 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11751992.000000 Penalty: 3807.098877
	Iteration 19Q: 3 clusters Score -1.175199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -11751991.000000 Penalty: 3807.098877
	Iteration 20F: 3 clusters Score -1.175199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -11752001.000000 Penalty: 3807.098877
	Iteration 21Q: 3 clusters Score -1.1752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121989 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11752005.000000 Penalty: 3807.098877
	Iteration 22Q: 3 clusters Score -1.1752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -11752003.000000 Penalty: 3807.098877
	Iteration 23Q: 3 clusters Score -1.1752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121991 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11752007.000000 Penalty: 3807.098877
	Iteration 24Q: 3 clusters Score -1.175201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121992 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -11752011.000000 Penalty: 3807.098877
	Iteration 25Q: 3 clusters Score -1.175201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121991 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11752008.000000 Penalty: 3807.098877
	Iteration 26Q: 3 clusters Score -1.175201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121991 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11752008.000000 Penalty: 3807.098877
	Iteration 27F: 3 clusters Score -1.175201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Entering Unmasked Estep 
Score: -6467642.000000 Penalty: 1806.655640
	Iteration 0F: 2 clusters Score -6467642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -6422649.500000 Penalty: 3613.311279
	Iteration 0F: 3 clusters Score -6422650 nChanged 31977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -6441063.500000 Penalty: 3613.311279
	Iteration 1F: 3 clusters Score -6441064 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -6441594.500000 Penalty: 3613.311279
	Iteration 2Q: 3 clusters Score -6441594 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -6442101.000000 Penalty: 3613.311279
	Iteration 3Q: 3 clusters Score -6442101 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -6442787.000000 Penalty: 3613.311279
	Iteration 4Q: 3 clusters Score -6442787 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -6443745.500000 Penalty: 3613.311279
	Iteration 5Q: 3 clusters Score -6443746 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -6445051.000000 Penalty: 3613.311279
	Iteration 6Q: 3 clusters Score -6445051 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -6447150.000000 Penalty: 3613.311279
	Iteration 7F: 3 clusters Score -6447150 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -6450061.500000 Penalty: 3613.311279
	Iteration 8F: 3 clusters Score -6450062 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -6452649.000000 Penalty: 3613.311279
	Iteration 9F: 3 clusters Score -6452649 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -6454102.000000 Penalty: 3613.311279
	Iteration 10Q: 3 clusters Score -6454102 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -6454548.000000 Penalty: 3613.311279
	Iteration 11Q: 3 clusters Score -6454548 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -6454732.000000 Penalty: 3613.311279
	Iteration 12Q: 3 clusters Score -6454732 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -6454852.500000 Penalty: 3613.311279
	Iteration 13Q: 3 clusters Score -6454852 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -6454871.500000 Penalty: 3613.311279
	Iteration 14Q: 3 clusters Score -6454872 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -6454949.000000 Penalty: 3613.311279
	Iteration 15Q: 3 clusters Score -6454949 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -6455015.000000 Penalty: 3613.311279
	Iteration 16Q: 3 clusters Score -6455015 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -6455116.500000 Penalty: 3613.311279
	Iteration 17Q: 3 clusters Score -6455116 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -6455192.000000 Penalty: 3613.311279
	Iteration 18Q: 3 clusters Score -6455192 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -6455264.500000 Penalty: 3613.311279
	Iteration 19Q: 3 clusters Score -6455264 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -6455380.000000 Penalty: 3613.311279
	Iteration 20F: 3 clusters Score -6455380 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -6455471.000000 Penalty: 3613.311279
	Iteration 21Q: 3 clusters Score -6455471 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -6455557.500000 Penalty: 3613.311279
	Iteration 22Q: 3 clusters Score -6455558 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -6455624.500000 Penalty: 3613.311279
	Iteration 23Q: 3 clusters Score -6455624 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -6455729.000000 Penalty: 3613.311279
	Iteration 24Q: 3 clusters Score -6455729 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -6455811.500000 Penalty: 3613.311279
	Iteration 25Q: 3 clusters Score -6455812 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -6455882.000000 Penalty: 3613.311279
	Iteration 26Q: 3 clusters Score -6455882 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -6455980.000000 Penalty: 3613.311279
	Iteration 27Q: 3 clusters Score -6455980 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -6456027.500000 Penalty: 3613.311279
	Iteration 28Q: 3 clusters Score -6456028 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -6456076.000000 Penalty: 3613.311279
	Iteration 29Q: 3 clusters Score -6456076 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -6456155.000000 Penalty: 3613.311279
	Iteration 30Q: 3 clusters Score -6456155 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -6456225.000000 Penalty: 3613.311279
	Iteration 31Q: 3 clusters Score -6456225 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -6456290.500000 Penalty: 3613.311279
	Iteration 32Q: 3 clusters Score -6456290 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -6456355.000000 Penalty: 3613.311279
	Iteration 33Q: 3 clusters Score -6456355 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -6456437.000000 Penalty: 3613.311279
	Iteration 34Q: 3 clusters Score -6456437 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -6456552.000000 Penalty: 3613.311279
	Iteration 35Q: 3 clusters Score -6456552 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -6456634.500000 Penalty: 3613.311279
	Iteration 36Q: 3 clusters Score -6456634 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -6456732.500000 Penalty: 3613.311279
	Iteration 37Q: 3 clusters Score -6456732 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -6456849.000000 Penalty: 3613.311279
	Iteration 38Q: 3 clusters Score -6456849 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -6456957.500000 Penalty: 3613.311279
	Iteration 39Q: 3 clusters Score -6456958 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -6457078.500000 Penalty: 3613.311279
	Iteration 40F: 3 clusters Score -6457078 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -6457233.000000 Penalty: 3613.311279
	Iteration 41Q: 3 clusters Score -6457233 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -6457440.500000 Penalty: 3613.311279
	Iteration 42Q: 3 clusters Score -6457440 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -6457603.500000 Penalty: 3613.311279
	Iteration 43Q: 3 clusters Score -6457604 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -6457809.000000 Penalty: 3613.311279
	Iteration 44Q: 3 clusters Score -6457809 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -6458037.500000 Penalty: 3613.311279
	Iteration 45Q: 3 clusters Score -6458038 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -6458291.500000 Penalty: 3613.311279
	Iteration 46Q: 3 clusters Score -6458292 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -6458606.500000 Penalty: 3613.311279
	Iteration 47Q: 3 clusters Score -6458606 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -6458947.500000 Penalty: 3613.311279
	Iteration 48Q: 3 clusters Score -6458948 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -6459238.000000 Penalty: 3613.311279
	Iteration 49Q: 3 clusters Score -6459238 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -6459474.000000 Penalty: 3613.311279
	Iteration 50Q: 3 clusters Score -6459474 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -6459736.500000 Penalty: 3613.311279
	Iteration 51Q: 3 clusters Score -6459736 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -6459991.000000 Penalty: 3613.311279
	Iteration 52Q: 3 clusters Score -6459991 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -6460285.500000 Penalty: 3613.311279
	Iteration 53Q: 3 clusters Score -6460286 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6460601.000000 Penalty: 3613.311279
	Iteration 54Q: 3 clusters Score -6460601 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -6460849.500000 Penalty: 3613.311279
	Iteration 55Q: 3 clusters Score -6460850 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -6461155.500000 Penalty: 3613.311279
	Iteration 56Q: 3 clusters Score -6461156 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -6461442.000000 Penalty: 3613.311279
	Iteration 57Q: 3 clusters Score -6461442 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -6461797.000000 Penalty: 3613.311279
	Iteration 58Q: 3 clusters Score -6461797 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -6462155.500000 Penalty: 3613.311279
	Iteration 59Q: 3 clusters Score -6462156 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -6462512.500000 Penalty: 3613.311279
	Iteration 60F: 3 clusters Score -6462512 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -6462875.500000 Penalty: 3613.311279
	Iteration 61Q: 3 clusters Score -6462876 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -6463224.500000 Penalty: 3613.311279
	Iteration 62Q: 3 clusters Score -6463224 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -6463574.500000 Penalty: 3613.311279
	Iteration 63Q: 3 clusters Score -6463574 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -6463923.000000 Penalty: 3613.311279
	Iteration 64Q: 3 clusters Score -6463923 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -6464155.500000 Penalty: 3613.311279
	Iteration 65Q: 3 clusters Score -6464156 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -6464415.000000 Penalty: 3613.311279
	Iteration 66Q: 3 clusters Score -6464415 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -6464650.500000 Penalty: 3613.311279
	Iteration 67Q: 3 clusters Score -6464650 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6464886.000000 Penalty: 3613.311279
	Iteration 68Q: 3 clusters Score -6464886 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -6465088.500000 Penalty: 3613.311279
	Iteration 69Q: 3 clusters Score -6465088 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6465238.000000 Penalty: 3613.311279
	Iteration 70Q: 3 clusters Score -6465238 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -6465384.500000 Penalty: 3613.311279
	Iteration 71Q: 3 clusters Score -6465384 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6465499.000000 Penalty: 3613.311279
	Iteration 72Q: 3 clusters Score -6465499 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6465588.000000 Penalty: 3613.311279
	Iteration 73Q: 3 clusters Score -6465588 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6465638.000000 Penalty: 3613.311279
	Iteration 74Q: 3 clusters Score -6465638 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6465668.000000 Penalty: 3613.311279
	Iteration 75Q: 3 clusters Score -6465668 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6465737.500000 Penalty: 3613.311279
	Iteration 76Q: 3 clusters Score -6465738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6465779.500000 Penalty: 3613.311279
	Iteration 77Q: 3 clusters Score -6465780 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6465846.500000 Penalty: 3613.311279
	Iteration 78Q: 3 clusters Score -6465846 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6465863.000000 Penalty: 3613.311279
	Iteration 79Q: 3 clusters Score -6465863 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6465884.500000 Penalty: 3613.311279
	Iteration 80F: 3 clusters Score -6465884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6465906.500000 Penalty: 3613.311279
	Iteration 81Q: 3 clusters Score -6465906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6465926.500000 Penalty: 3613.311279
	Iteration 82Q: 3 clusters Score -6465926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66132 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6465953.000000 Penalty: 3613.311279
	Iteration 83Q: 3 clusters Score -6465953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6465947.500000 Penalty: 3613.311279
	Iteration 84Q: 3 clusters Score -6465948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6465957.000000 Penalty: 3613.311279
	Iteration 85Q: 3 clusters Score -6465957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6465958.000000 Penalty: 3613.311279
	Iteration 86Q: 3 clusters Score -6465958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6465973.500000 Penalty: 3613.311279
	Iteration 87Q: 3 clusters Score -6465974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6465986.000000 Penalty: 3613.311279
	Iteration 88Q: 3 clusters Score -6465986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6465997.500000 Penalty: 3613.311279
	Iteration 89Q: 3 clusters Score -6465998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6466004.000000 Penalty: 3613.311279
	Iteration 90Q: 3 clusters Score -6466004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6466014.500000 Penalty: 3613.311279
	Iteration 91Q: 3 clusters Score -6466014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6466012.000000 Penalty: 3613.311279
	Iteration 92Q: 3 clusters Score -6466012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6466032.000000 Penalty: 3613.311279
	Iteration 93Q: 3 clusters Score -6466032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6466028.500000 Penalty: 3613.311279
	Iteration 94Q: 3 clusters Score -6466028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6466036.000000 Penalty: 3613.311279
	Iteration 95Q: 3 clusters Score -6466036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6466042.000000 Penalty: 3613.311279
	Iteration 96Q: 3 clusters Score -6466042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6466041.500000 Penalty: 3613.311279
	Iteration 97Q: 3 clusters Score -6466042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6466045.000000 Penalty: 3613.311279
	Iteration 98Q: 3 clusters Score -6466045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6466047.500000 Penalty: 3613.311279
	Iteration 99Q: 3 clusters Score -6466048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6466042.000000 Penalty: 3613.311279
	Iteration 100F: 3 clusters Score -6466042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6466046.000000 Penalty: 3613.311279
	Iteration 101Q: 3 clusters Score -6466046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6466041.500000 Penalty: 3613.311279
	Iteration 102Q: 3 clusters Score -6466042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6466041.500000 Penalty: 3613.311279
	Iteration 103F: 3 clusters Score -6466042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -609283.937500 Penalty: 1420.564575
	Iteration 0F: 2 clusters Score -609283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -604515.750000 Penalty: 2841.129150
	Iteration 0F: 3 clusters Score -604515.8 nChanged 2560
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: -605888.625000 Penalty: 2841.129150
	Iteration 1F: 3 clusters Score -605888.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -606079.437500 Penalty: 2841.129150
	Iteration 2F: 3 clusters Score -606079.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -606205.750000 Penalty: 2841.129150
	Iteration 3Q: 3 clusters Score -606205.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -606304.437500 Penalty: 2841.129150
	Iteration 4Q: 3 clusters Score -606304.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -606411.812500 Penalty: 2841.129150
	Iteration 5Q: 3 clusters Score -606411.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -606522.500000 Penalty: 2841.129150
	Iteration 6Q: 3 clusters Score -606522.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -606650.687500 Penalty: 2841.129150
	Iteration 7Q: 3 clusters Score -606650.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -606792.062500 Penalty: 2841.129150
	Iteration 8Q: 3 clusters Score -606792.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -606961.062500 Penalty: 2841.129150
	Iteration 9Q: 3 clusters Score -606961.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -607164.875000 Penalty: 2841.129150
	Iteration 10Q: 3 clusters Score -607164.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -607368.437500 Penalty: 2841.129150
	Iteration 11Q: 3 clusters Score -607368.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -607558.062500 Penalty: 2841.129150
	Iteration 12Q: 3 clusters Score -607558.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -607713.625000 Penalty: 2841.129150
	Iteration 13Q: 3 clusters Score -607713.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -607817.562500 Penalty: 2841.129150
	Iteration 14Q: 3 clusters Score -607817.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -607892.250000 Penalty: 2841.129150
	Iteration 15Q: 3 clusters Score -607892.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -607939.000000 Penalty: 2841.129150
	Iteration 16Q: 3 clusters Score -607939 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -607983.187500 Penalty: 2841.129150
	Iteration 17Q: 3 clusters Score -607983.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -608020.875000 Penalty: 2841.129150
	Iteration 18Q: 3 clusters Score -608020.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -608042.625000 Penalty: 2841.129150
	Iteration 19Q: 3 clusters Score -608042.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -608055.187500 Penalty: 2841.129150
	Iteration 20F: 3 clusters Score -608055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -608061.750000 Penalty: 2841.129150
	Iteration 21Q: 3 clusters Score -608061.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -608075.500000 Penalty: 2841.129150
	Iteration 22Q: 3 clusters Score -608075.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -608082.062500 Penalty: 2841.129150
	Iteration 23Q: 3 clusters Score -608082.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -608094.875000 Penalty: 2841.129150
	Iteration 24Q: 3 clusters Score -608094.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -608107.500000 Penalty: 2841.129150
	Iteration 25Q: 3 clusters Score -608107.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -608116.875000 Penalty: 2841.129150
	Iteration 26Q: 3 clusters Score -608116.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -608122.625000 Penalty: 2841.129150
	Iteration 27Q: 3 clusters Score -608122.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -608128.187500 Penalty: 2841.129150
	Iteration 28Q: 3 clusters Score -608128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -608131.500000 Penalty: 2841.129150
	Iteration 29Q: 3 clusters Score -608131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -608137.250000 Penalty: 2841.129150
	Iteration 30Q: 3 clusters Score -608137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -608139.562500 Penalty: 2841.129150
	Iteration 31Q: 3 clusters Score -608139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -608142.812500 Penalty: 2841.129150
	Iteration 32Q: 3 clusters Score -608142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -608145.875000 Penalty: 2841.129150
	Iteration 33Q: 3 clusters Score -608145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -608146.125000 Penalty: 2841.129150
	Iteration 34Q: 3 clusters Score -608146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -608147.500000 Penalty: 2841.129150
	Iteration 35Q: 3 clusters Score -608147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -608147.500000 Penalty: 2841.129150
	Iteration 36F: 3 clusters Score -608147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Entering Unmasked Estep 
Score: -2029949.750000 Penalty: 1616.811279
	Iteration 0F: 2 clusters Score -2029950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2015765.625000 Penalty: 3233.622559
	Iteration 0F: 3 clusters Score -2015766 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2021019.750000 Penalty: 3233.622559
	Iteration 1F: 3 clusters Score -2021020 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2021474.750000 Penalty: 3233.622559
	Iteration 2F: 3 clusters Score -2021475 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2021936.000000 Penalty: 3233.622559
	Iteration 3F: 3 clusters Score -2021936 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2022421.250000 Penalty: 3233.622559
	Iteration 4F: 3 clusters Score -2022421 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2022958.375000 Penalty: 3233.622559
	Iteration 5Q: 3 clusters Score -2022958 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2023585.000000 Penalty: 3233.622559
	Iteration 6F: 3 clusters Score -2023585 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2024222.375000 Penalty: 3233.622559
	Iteration 7Q: 3 clusters Score -2024222 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2024812.500000 Penalty: 3233.622559
	Iteration 8Q: 3 clusters Score -2024812 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2025338.500000 Penalty: 3233.622559
	Iteration 9Q: 3 clusters Score -2025338 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2025747.750000 Penalty: 3233.622559
	Iteration 10Q: 3 clusters Score -2025748 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2026017.750000 Penalty: 3233.622559
	Iteration 11Q: 3 clusters Score -2026018 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2026217.625000 Penalty: 3233.622559
	Iteration 12Q: 3 clusters Score -2026218 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2026385.625000 Penalty: 3233.622559
	Iteration 13Q: 3 clusters Score -2026386 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2026545.375000 Penalty: 3233.622559
	Iteration 14Q: 3 clusters Score -2026545 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2026700.625000 Penalty: 3233.622559
	Iteration 15Q: 3 clusters Score -2026701 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2026855.000000 Penalty: 3233.622559
	Iteration 16Q: 3 clusters Score -2026855 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2027000.375000 Penalty: 3233.622559
	Iteration 17Q: 3 clusters Score -2027000 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2027144.875000 Penalty: 3233.622559
	Iteration 18Q: 3 clusters Score -2027145 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2027320.250000 Penalty: 3233.622559
	Iteration 19Q: 3 clusters Score -2027320 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2027467.500000 Penalty: 3233.622559
	Iteration 20F: 3 clusters Score -2027468 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2027613.250000 Penalty: 3233.622559
	Iteration 21Q: 3 clusters Score -2027613 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2027751.625000 Penalty: 3233.622559
	Iteration 22Q: 3 clusters Score -2027752 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2027897.500000 Penalty: 3233.622559
	Iteration 23Q: 3 clusters Score -2027898 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2028032.500000 Penalty: 3233.622559
	Iteration 24Q: 3 clusters Score -2028032 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2028175.875000 Penalty: 3233.622559
	Iteration 25Q: 3 clusters Score -2028176 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2028277.375000 Penalty: 3233.622559
	Iteration 26Q: 3 clusters Score -2028277 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2028351.625000 Penalty: 3233.622559
	Iteration 27Q: 3 clusters Score -2028352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2028405.750000 Penalty: 3233.622559
	Iteration 28Q: 3 clusters Score -2028406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2028444.375000 Penalty: 3233.622559
	Iteration 29Q: 3 clusters Score -2028444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2028470.375000 Penalty: 3233.622559
	Iteration 30Q: 3 clusters Score -2028470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2028486.750000 Penalty: 3233.622559
	Iteration 31Q: 3 clusters Score -2028487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2028501.875000 Penalty: 3233.622559
	Iteration 32Q: 3 clusters Score -2028502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2028511.875000 Penalty: 3233.622559
	Iteration 33Q: 3 clusters Score -2028512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2028521.125000 Penalty: 3233.622559
	Iteration 34Q: 3 clusters Score -2028521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2028527.125000 Penalty: 3233.622559
	Iteration 35Q: 3 clusters Score -2028527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2028539.500000 Penalty: 3233.622559
	Iteration 36Q: 3 clusters Score -2028540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2028544.875000 Penalty: 3233.622559
	Iteration 37Q: 3 clusters Score -2028545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2028545.000000 Penalty: 3233.622559
	Iteration 38Q: 3 clusters Score -2028545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2028555.875000 Penalty: 3233.622559
	Iteration 39Q: 3 clusters Score -2028556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2028555.875000 Penalty: 3233.622559
	Iteration 40F: 3 clusters Score -2028556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2028559.625000 Penalty: 3233.622559
	Iteration 41Q: 3 clusters Score -2028560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2028560.250000 Penalty: 3233.622559
	Iteration 42Q: 3 clusters Score -2028560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2028561.000000 Penalty: 3233.622559
	Iteration 43Q: 3 clusters Score -2028561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2028563.500000 Penalty: 3233.622559
	Iteration 44Q: 3 clusters Score -2028564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2028563.500000 Penalty: 3233.622559
	Iteration 45F: 3 clusters Score -2028564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Entering Unmasked Estep 
Score: -4241029.000000 Penalty: 1736.878662
	Iteration 0F: 2 clusters Score -4241029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -4211623.500000 Penalty: 3473.757324
	Iteration 0F: 3 clusters Score -4211624 nChanged 20446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -4223102.000000 Penalty: 3473.757324
	Iteration 1F: 3 clusters Score -4223102 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -4223629.000000 Penalty: 3473.757324
	Iteration 2Q: 3 clusters Score -4223629 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -4224165.500000 Penalty: 3473.757324
	Iteration 3Q: 3 clusters Score -4224166 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -4224723.500000 Penalty: 3473.757324
	Iteration 4Q: 3 clusters Score -4224724 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -4225374.000000 Penalty: 3473.757324
	Iteration 5Q: 3 clusters Score -4225374 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4226188.000000 Penalty: 3473.757324
	Iteration 6Q: 3 clusters Score -4226188 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -4227169.500000 Penalty: 3473.757324
	Iteration 7Q: 3 clusters Score -4227170 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -4228378.500000 Penalty: 3473.757324
	Iteration 8Q: 3 clusters Score -4228378 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -4229991.500000 Penalty: 3473.757324
	Iteration 9F: 3 clusters Score -4229992 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4231788.500000 Penalty: 3473.757324
	Iteration 10F: 3 clusters Score -4231788 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -4233585.500000 Penalty: 3473.757324
	Iteration 11F: 3 clusters Score -4233586 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -4235255.000000 Penalty: 3473.757324
	Iteration 12F: 3 clusters Score -4235255 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4236703.000000 Penalty: 3473.757324
	Iteration 13Q: 3 clusters Score -4236703 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4237792.000000 Penalty: 3473.757324
	Iteration 14Q: 3 clusters Score -4237792 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4238529.000000 Penalty: 3473.757324
	Iteration 15Q: 3 clusters Score -4238529 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4238943.000000 Penalty: 3473.757324
	Iteration 16Q: 3 clusters Score -4238943 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4239170.500000 Penalty: 3473.757324
	Iteration 17Q: 3 clusters Score -4239170 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4239273.000000 Penalty: 3473.757324
	Iteration 18Q: 3 clusters Score -4239273 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4239331.500000 Penalty: 3473.757324
	Iteration 19Q: 3 clusters Score -4239332 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4239383.000000 Penalty: 3473.757324
	Iteration 20F: 3 clusters Score -4239383 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4239436.000000 Penalty: 3473.757324
	Iteration 21Q: 3 clusters Score -4239436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4239465.000000 Penalty: 3473.757324
	Iteration 22Q: 3 clusters Score -4239465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4239483.000000 Penalty: 3473.757324
	Iteration 23Q: 3 clusters Score -4239483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4239490.500000 Penalty: 3473.757324
	Iteration 24Q: 3 clusters Score -4239490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4239500.000000 Penalty: 3473.757324
	Iteration 25Q: 3 clusters Score -4239500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4239504.000000 Penalty: 3473.757324
	Iteration 26Q: 3 clusters Score -4239504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4239505.000000 Penalty: 3473.757324
	Iteration 27Q: 3 clusters Score -4239505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4239510.000000 Penalty: 3473.757324
	Iteration 28Q: 3 clusters Score -4239510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4239516.000000 Penalty: 3473.757324
	Iteration 29Q: 3 clusters Score -4239516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4239519.500000 Penalty: 3473.757324
	Iteration 30Q: 3 clusters Score -4239520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4239519.500000 Penalty: 3473.757324
	Iteration 31Q: 3 clusters Score -4239520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4239522.000000 Penalty: 3473.757324
	Iteration 32Q: 3 clusters Score -4239522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4239524.500000 Penalty: 3473.757324
	Iteration 33Q: 3 clusters Score -4239524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4239529.500000 Penalty: 3473.757324
	Iteration 34Q: 3 clusters Score -4239530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4239529.000000 Penalty: 3473.757324
	Iteration 35Q: 3 clusters Score -4239529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4239531.000000 Penalty: 3473.757324
	Iteration 36Q: 3 clusters Score -4239531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4239533.000000 Penalty: 3473.757324
	Iteration 37Q: 3 clusters Score -4239533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4239531.500000 Penalty: 3473.757324
	Iteration 38Q: 3 clusters Score -4239532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4239534.000000 Penalty: 3473.757324
	Iteration 39Q: 3 clusters Score -4239534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4239534.000000 Penalty: 3473.757324
	Iteration 40F: 3 clusters Score -4239534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Entering Unmasked Estep 
Score: -445766.187500 Penalty: 1374.748047
	Iteration 0F: 2 clusters Score -445766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -441963.656250 Penalty: 2749.496094
	Iteration 0F: 3 clusters Score -441963.7 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -443073.125000 Penalty: 2749.496094
	Iteration 1F: 3 clusters Score -443073.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -443294.656250 Penalty: 2749.496094
	Iteration 2F: 3 clusters Score -443294.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -443442.687500 Penalty: 2749.496094
	Iteration 3F: 3 clusters Score -443442.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -443544.000000 Penalty: 2749.496094
	Iteration 4Q: 3 clusters Score -443544 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -443626.437500 Penalty: 2749.496094
	Iteration 5Q: 3 clusters Score -443626.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -443714.062500 Penalty: 2749.496094
	Iteration 6Q: 3 clusters Score -443714.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -443826.843750 Penalty: 2749.496094
	Iteration 7Q: 3 clusters Score -443826.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -443980.625000 Penalty: 2749.496094
	Iteration 8Q: 3 clusters Score -443980.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -444142.187500 Penalty: 2749.496094
	Iteration 9Q: 3 clusters Score -444142.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -444322.531250 Penalty: 2749.496094
	Iteration 10Q: 3 clusters Score -444322.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -444561.687500 Penalty: 2749.496094
	Iteration 11Q: 3 clusters Score -444561.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -444849.281250 Penalty: 2749.496094
	Iteration 12Q: 3 clusters Score -444849.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -445192.125000 Penalty: 2749.496094
	Iteration 13Q: 3 clusters Score -445192.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -445550.625000 Penalty: 2749.496094
	Iteration 14Q: 3 clusters Score -445550.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -445833.625000 Penalty: 2749.496094
	Iteration 15Q: 3 clusters Score -445833.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -446066.187500 Penalty: 2749.496094
	Iteration 16Q: 3 clusters Score -446066.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -446162.625000 Penalty: 2749.496094
	Iteration 17Q: 3 clusters Score -446162.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -446184.375000 Penalty: 2749.496094
	Iteration 18Q: 3 clusters Score -446184.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -446197.093750 Penalty: 2749.496094
	Iteration 19Q: 3 clusters Score -446197.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -446203.281250 Penalty: 2749.496094
	Iteration 20F: 3 clusters Score -446203.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -446209.031250 Penalty: 2749.496094
	Iteration 21Q: 3 clusters Score -446209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -446213.031250 Penalty: 2749.496094
	Iteration 22Q: 3 clusters Score -446213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -446214.718750 Penalty: 2749.496094
	Iteration 23Q: 3 clusters Score -446214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -446214.968750 Penalty: 2749.496094
	Iteration 24Q: 3 clusters Score -446215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -446215.125000 Penalty: 2749.496094
	Iteration 25Q: 3 clusters Score -446215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -446215.125000 Penalty: 2749.496094
	Iteration 26F: 3 clusters Score -446215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9261 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67365 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20944 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19855 members 
Mstep: Class 13 contains 26354 members 
Mstep: Class 14 contains 24356 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 15478 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Mstep: Class 27 contains 2389 members 
Entering Unmasked Estep 
Score: -44839176.000000 Penalty: 57404.140625
Splitting cluster 10 changes total score from -44839524.000000 to -44839176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Entering Unmasked Estep 
Score: -1089957.625000 Penalty: 1516.655640
	Iteration 0F: 2 clusters Score -1089958 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 5821 members 
Entering Unmasked Estep 
Score: -1081913.875000 Penalty: 3033.311279
	Iteration 0F: 3 clusters Score -1081914 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1084724.375000 Penalty: 3033.311279
	Iteration 1F: 3 clusters Score -1084724 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1085091.875000 Penalty: 3033.311279
	Iteration 2F: 3 clusters Score -1085092 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1085531.750000 Penalty: 3033.311279
	Iteration 3F: 3 clusters Score -1085532 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1086103.125000 Penalty: 3033.311279
	Iteration 4F: 3 clusters Score -1086103 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1086759.500000 Penalty: 3033.311279
	Iteration 5F: 3 clusters Score -1086760 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1087436.375000 Penalty: 3033.311279
	Iteration 6F: 3 clusters Score -1087436 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1088006.500000 Penalty: 3033.311279
	Iteration 7F: 3 clusters Score -1088006 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1088321.000000 Penalty: 3033.311279
	Iteration 8Q: 3 clusters Score -1088321 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1088484.500000 Penalty: 3033.311279
	Iteration 9Q: 3 clusters Score -1088484 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1088571.875000 Penalty: 3033.311279
	Iteration 10Q: 3 clusters Score -1088572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1088618.000000 Penalty: 3033.311279
	Iteration 11Q: 3 clusters Score -1088618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1088663.500000 Penalty: 3033.311279
	Iteration 12Q: 3 clusters Score -1088664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1088705.875000 Penalty: 3033.311279
	Iteration 13Q: 3 clusters Score -1088706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1088743.625000 Penalty: 3033.311279
	Iteration 14Q: 3 clusters Score -1088744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1088765.250000 Penalty: 3033.311279
	Iteration 15Q: 3 clusters Score -1088765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1088784.875000 Penalty: 3033.311279
	Iteration 16Q: 3 clusters Score -1088785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1088801.875000 Penalty: 3033.311279
	Iteration 17Q: 3 clusters Score -1088802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1088816.625000 Penalty: 3033.311279
	Iteration 18Q: 3 clusters Score -1088817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1088827.125000 Penalty: 3033.311279
	Iteration 19Q: 3 clusters Score -1088827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1088838.125000 Penalty: 3033.311279
	Iteration 20F: 3 clusters Score -1088838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1088842.500000 Penalty: 3033.311279
	Iteration 21Q: 3 clusters Score -1088842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1088843.500000 Penalty: 3033.311279
	Iteration 22Q: 3 clusters Score -1088844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1088844.750000 Penalty: 3033.311279
	Iteration 23Q: 3 clusters Score -1088845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1088846.875000 Penalty: 3033.311279
	Iteration 24Q: 3 clusters Score -1088847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1088848.125000 Penalty: 3033.311279
	Iteration 25Q: 3 clusters Score -1088848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1088848.500000 Penalty: 3033.311279
	Iteration 26Q: 3 clusters Score -1088848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1088854.000000 Penalty: 3033.311279
	Iteration 27Q: 3 clusters Score -1088854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1088853.750000 Penalty: 3033.311279
	Iteration 28Q: 3 clusters Score -1088854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1088858.750000 Penalty: 3033.311279
	Iteration 29Q: 3 clusters Score -1088859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1088861.250000 Penalty: 3033.311279
	Iteration 30Q: 3 clusters Score -1088861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1088863.500000 Penalty: 3033.311279
	Iteration 31Q: 3 clusters Score -1088864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1088865.000000 Penalty: 3033.311279
	Iteration 32Q: 3 clusters Score -1088865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1088869.000000 Penalty: 3033.311279
	Iteration 33Q: 3 clusters Score -1088869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1088869.375000 Penalty: 3033.311279
	Iteration 34Q: 3 clusters Score -1088869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1088876.375000 Penalty: 3033.311279
	Iteration 35Q: 3 clusters Score -1088876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1088876.375000 Penalty: 3033.311279
	Iteration 36F: 3 clusters Score -1088876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Entering Unmasked Estep 
Score: -1868570.625000 Penalty: 1608.134399
	Iteration 0F: 2 clusters Score -1868571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1854976.625000 Penalty: 3216.268799
	Iteration 0F: 3 clusters Score -1854977 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1860331.875000 Penalty: 3216.268799
	Iteration 1F: 3 clusters Score -1860332 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1861216.625000 Penalty: 3216.268799
	Iteration 2F: 3 clusters Score -1861217 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1862304.875000 Penalty: 3216.268799
	Iteration 3F: 3 clusters Score -1862305 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1863516.625000 Penalty: 3216.268799
	Iteration 4F: 3 clusters Score -1863517 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1864758.000000 Penalty: 3216.268799
	Iteration 5F: 3 clusters Score -1864758 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1865769.125000 Penalty: 3216.268799
	Iteration 6F: 3 clusters Score -1865769 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1866293.875000 Penalty: 3216.268799
	Iteration 7Q: 3 clusters Score -1866294 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1866541.125000 Penalty: 3216.268799
	Iteration 8Q: 3 clusters Score -1866541 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1866686.125000 Penalty: 3216.268799
	Iteration 9Q: 3 clusters Score -1866686 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1866793.750000 Penalty: 3216.268799
	Iteration 10Q: 3 clusters Score -1866794 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1866868.875000 Penalty: 3216.268799
	Iteration 11Q: 3 clusters Score -1866869 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1866936.875000 Penalty: 3216.268799
	Iteration 12Q: 3 clusters Score -1866937 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1866996.250000 Penalty: 3216.268799
	Iteration 13Q: 3 clusters Score -1866996 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1867031.625000 Penalty: 3216.268799
	Iteration 14Q: 3 clusters Score -1867032 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1867063.000000 Penalty: 3216.268799
	Iteration 15Q: 3 clusters Score -1867063 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1867096.375000 Penalty: 3216.268799
	Iteration 16Q: 3 clusters Score -1867096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1867120.375000 Penalty: 3216.268799
	Iteration 17Q: 3 clusters Score -1867120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1867138.750000 Penalty: 3216.268799
	Iteration 18Q: 3 clusters Score -1867139 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -1867164.750000 Penalty: 3216.268799
	Iteration 19Q: 3 clusters Score -1867165 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1867187.625000 Penalty: 3216.268799
	Iteration 20F: 3 clusters Score -1867188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1867196.625000 Penalty: 3216.268799
	Iteration 21Q: 3 clusters Score -1867197 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -1867214.750000 Penalty: 3216.268799
	Iteration 22Q: 3 clusters Score -1867215 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -1867224.500000 Penalty: 3216.268799
	Iteration 23Q: 3 clusters Score -1867224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1867229.375000 Penalty: 3216.268799
	Iteration 24Q: 3 clusters Score -1867229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1867238.500000 Penalty: 3216.268799
	Iteration 25Q: 3 clusters Score -1867238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -1867249.625000 Penalty: 3216.268799
	Iteration 26Q: 3 clusters Score -1867250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -1867261.250000 Penalty: 3216.268799
	Iteration 27Q: 3 clusters Score -1867261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1867265.750000 Penalty: 3216.268799
	Iteration 28Q: 3 clusters Score -1867266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1867277.250000 Penalty: 3216.268799
	Iteration 29Q: 3 clusters Score -1867277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1867284.250000 Penalty: 3216.268799
	Iteration 30Q: 3 clusters Score -1867284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -1867292.750000 Penalty: 3216.268799
	Iteration 31Q: 3 clusters Score -1867293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1867299.750000 Penalty: 3216.268799
	Iteration 32Q: 3 clusters Score -1867300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1867307.125000 Penalty: 3216.268799
	Iteration 33Q: 3 clusters Score -1867307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1867316.500000 Penalty: 3216.268799
	Iteration 34Q: 3 clusters Score -1867316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1867323.250000 Penalty: 3216.268799
	Iteration 35Q: 3 clusters Score -1867323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1867330.375000 Penalty: 3216.268799
	Iteration 36Q: 3 clusters Score -1867330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -1867333.750000 Penalty: 3216.268799
	Iteration 37Q: 3 clusters Score -1867334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1867335.625000 Penalty: 3216.268799
	Iteration 38Q: 3 clusters Score -1867336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -1867339.375000 Penalty: 3216.268799
	Iteration 39Q: 3 clusters Score -1867339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -1867340.125000 Penalty: 3216.268799
	Iteration 40F: 3 clusters Score -1867340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -1867340.500000 Penalty: 3216.268799
	Iteration 41Q: 3 clusters Score -1867340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1867346.000000 Penalty: 3216.268799
	Iteration 42Q: 3 clusters Score -1867346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -1867345.125000 Penalty: 3216.268799
	Iteration 43Q: 3 clusters Score -1867345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -1867346.250000 Penalty: 3216.268799
	Iteration 44Q: 3 clusters Score -1867346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1867350.875000 Penalty: 3216.268799
	Iteration 45Q: 3 clusters Score -1867351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1867349.500000 Penalty: 3216.268799
	Iteration 46Q: 3 clusters Score -1867350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -1867351.625000 Penalty: 3216.268799
	Iteration 47Q: 3 clusters Score -1867352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1867350.375000 Penalty: 3216.268799
	Iteration 48Q: 3 clusters Score -1867350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1867352.750000 Penalty: 3216.268799
	Iteration 49Q: 3 clusters Score -1867353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -1867356.125000 Penalty: 3216.268799
	Iteration 50Q: 3 clusters Score -1867356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1867353.875000 Penalty: 3216.268799
	Iteration 51Q: 3 clusters Score -1867354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1867357.500000 Penalty: 3216.268799
	Iteration 52Q: 3 clusters Score -1867358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -1867359.375000 Penalty: 3216.268799
	Iteration 53Q: 3 clusters Score -1867359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -1867362.250000 Penalty: 3216.268799
	Iteration 54Q: 3 clusters Score -1867362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1867360.250000 Penalty: 3216.268799
	Iteration 55Q: 3 clusters Score -1867360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1867359.750000 Penalty: 3216.268799
	Iteration 56Q: 3 clusters Score -1867360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1867360.375000 Penalty: 3216.268799
	Iteration 57Q: 3 clusters Score -1867360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -1867362.625000 Penalty: 3216.268799
	Iteration 58Q: 3 clusters Score -1867363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -1867362.375000 Penalty: 3216.268799
	Iteration 59Q: 3 clusters Score -1867362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1867362.250000 Penalty: 3216.268799
	Iteration 60F: 3 clusters Score -1867362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Entering Unmasked Estep 
Score: -2542945.000000 Penalty: 1654.148560
	Iteration 0F: 2 clusters Score -2542945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2525171.500000 Penalty: 3308.297119
	Iteration 0F: 3 clusters Score -2525172 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2531629.250000 Penalty: 3308.297119
	Iteration 1F: 3 clusters Score -2531629 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2532032.000000 Penalty: 3308.297119
	Iteration 2Q: 3 clusters Score -2532032 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2532436.750000 Penalty: 3308.297119
	Iteration 3Q: 3 clusters Score -2532437 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2532858.500000 Penalty: 3308.297119
	Iteration 4Q: 3 clusters Score -2532858 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2533283.000000 Penalty: 3308.297119
	Iteration 5Q: 3 clusters Score -2533283 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2533813.000000 Penalty: 3308.297119
	Iteration 6Q: 3 clusters Score -2533813 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2534447.000000 Penalty: 3308.297119
	Iteration 7Q: 3 clusters Score -2534447 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2535267.750000 Penalty: 3308.297119
	Iteration 8F: 3 clusters Score -2535268 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2536306.000000 Penalty: 3308.297119
	Iteration 9F: 3 clusters Score -2536306 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2537279.500000 Penalty: 3308.297119
	Iteration 10F: 3 clusters Score -2537280 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2537857.250000 Penalty: 3308.297119
	Iteration 11Q: 3 clusters Score -2537857 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2538130.000000 Penalty: 3308.297119
	Iteration 12Q: 3 clusters Score -2538130 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2538282.500000 Penalty: 3308.297119
	Iteration 13Q: 3 clusters Score -2538282 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2538388.250000 Penalty: 3308.297119
	Iteration 14Q: 3 clusters Score -2538388 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2538482.250000 Penalty: 3308.297119
	Iteration 15Q: 3 clusters Score -2538482 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2538569.000000 Penalty: 3308.297119
	Iteration 16Q: 3 clusters Score -2538569 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2538651.750000 Penalty: 3308.297119
	Iteration 17Q: 3 clusters Score -2538652 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2538755.250000 Penalty: 3308.297119
	Iteration 18Q: 3 clusters Score -2538755 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2538847.500000 Penalty: 3308.297119
	Iteration 19Q: 3 clusters Score -2538848 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2538941.500000 Penalty: 3308.297119
	Iteration 20F: 3 clusters Score -2538942 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2539044.750000 Penalty: 3308.297119
	Iteration 21Q: 3 clusters Score -2539045 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2539118.250000 Penalty: 3308.297119
	Iteration 22Q: 3 clusters Score -2539118 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2539197.750000 Penalty: 3308.297119
	Iteration 23Q: 3 clusters Score -2539198 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2539299.250000 Penalty: 3308.297119
	Iteration 24Q: 3 clusters Score -2539299 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2539378.250000 Penalty: 3308.297119
	Iteration 25Q: 3 clusters Score -2539378 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2539457.750000 Penalty: 3308.297119
	Iteration 26Q: 3 clusters Score -2539458 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2539556.500000 Penalty: 3308.297119
	Iteration 27Q: 3 clusters Score -2539556 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2539670.750000 Penalty: 3308.297119
	Iteration 28Q: 3 clusters Score -2539671 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2539775.500000 Penalty: 3308.297119
	Iteration 29Q: 3 clusters Score -2539776 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2539873.750000 Penalty: 3308.297119
	Iteration 30Q: 3 clusters Score -2539874 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2540030.750000 Penalty: 3308.297119
	Iteration 31Q: 3 clusters Score -2540031 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2540153.500000 Penalty: 3308.297119
	Iteration 32Q: 3 clusters Score -2540154 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2540269.250000 Penalty: 3308.297119
	Iteration 33Q: 3 clusters Score -2540269 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2540382.000000 Penalty: 3308.297119
	Iteration 34Q: 3 clusters Score -2540382 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2540515.500000 Penalty: 3308.297119
	Iteration 35Q: 3 clusters Score -2540516 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2540653.750000 Penalty: 3308.297119
	Iteration 36Q: 3 clusters Score -2540654 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2540797.250000 Penalty: 3308.297119
	Iteration 37Q: 3 clusters Score -2540797 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2540922.500000 Penalty: 3308.297119
	Iteration 38Q: 3 clusters Score -2540922 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2541036.000000 Penalty: 3308.297119
	Iteration 39Q: 3 clusters Score -2541036 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2541155.250000 Penalty: 3308.297119
	Iteration 40F: 3 clusters Score -2541155 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2541245.250000 Penalty: 3308.297119
	Iteration 41Q: 3 clusters Score -2541245 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2541316.000000 Penalty: 3308.297119
	Iteration 42Q: 3 clusters Score -2541316 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2541384.500000 Penalty: 3308.297119
	Iteration 43Q: 3 clusters Score -2541384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2541423.250000 Penalty: 3308.297119
	Iteration 44Q: 3 clusters Score -2541423 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2541469.750000 Penalty: 3308.297119
	Iteration 45Q: 3 clusters Score -2541470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2541498.000000 Penalty: 3308.297119
	Iteration 46Q: 3 clusters Score -2541498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2541523.000000 Penalty: 3308.297119
	Iteration 47Q: 3 clusters Score -2541523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2541532.500000 Penalty: 3308.297119
	Iteration 48Q: 3 clusters Score -2541532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2541541.000000 Penalty: 3308.297119
	Iteration 49Q: 3 clusters Score -2541541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2541549.750000 Penalty: 3308.297119
	Iteration 50Q: 3 clusters Score -2541550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2541557.250000 Penalty: 3308.297119
	Iteration 51Q: 3 clusters Score -2541557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2541565.000000 Penalty: 3308.297119
	Iteration 52Q: 3 clusters Score -2541565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2541571.750000 Penalty: 3308.297119
	Iteration 53Q: 3 clusters Score -2541572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2541572.250000 Penalty: 3308.297119
	Iteration 54Q: 3 clusters Score -2541572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2541580.000000 Penalty: 3308.297119
	Iteration 55Q: 3 clusters Score -2541580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2541586.250000 Penalty: 3308.297119
	Iteration 56Q: 3 clusters Score -2541586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2541592.750000 Penalty: 3308.297119
	Iteration 57Q: 3 clusters Score -2541593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2541599.500000 Penalty: 3308.297119
	Iteration 58Q: 3 clusters Score -2541600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2541599.500000 Penalty: 3308.297119
	Iteration 59Q: 3 clusters Score -2541600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2541599.000000 Penalty: 3308.297119
	Iteration 60F: 3 clusters Score -2541599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2541602.500000 Penalty: 3308.297119
	Iteration 61Q: 3 clusters Score -2541602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2541604.000000 Penalty: 3308.297119
	Iteration 62Q: 3 clusters Score -2541604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2541602.500000 Penalty: 3308.297119
	Iteration 63Q: 3 clusters Score -2541602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2541600.500000 Penalty: 3308.297119
	Iteration 64Q: 3 clusters Score -2541600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2541601.500000 Penalty: 3308.297119
	Iteration 65Q: 3 clusters Score -2541602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2541601.000000 Penalty: 3308.297119
	Iteration 66Q: 3 clusters Score -2541601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2541604.750000 Penalty: 3308.297119
	Iteration 67Q: 3 clusters Score -2541605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2541604.750000 Penalty: 3308.297119
	Iteration 68F: 3 clusters Score -2541605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Entering Unmasked Estep 
Score: -2364652.500000 Penalty: 1641.336670
	Iteration 0F: 2 clusters Score -2364652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2348175.000000 Penalty: 3282.673340
	Iteration 0F: 3 clusters Score -2348175 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2354110.000000 Penalty: 3282.673340
	Iteration 1F: 3 clusters Score -2354110 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2354450.250000 Penalty: 3282.673340
	Iteration 2Q: 3 clusters Score -2354450 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2354793.000000 Penalty: 3282.673340
	Iteration 3Q: 3 clusters Score -2354793 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2355116.250000 Penalty: 3282.673340
	Iteration 4Q: 3 clusters Score -2355116 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2355446.250000 Penalty: 3282.673340
	Iteration 5Q: 3 clusters Score -2355446 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2355808.750000 Penalty: 3282.673340
	Iteration 6Q: 3 clusters Score -2355809 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2356262.500000 Penalty: 3282.673340
	Iteration 7Q: 3 clusters Score -2356262 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2356873.250000 Penalty: 3282.673340
	Iteration 8Q: 3 clusters Score -2356873 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2357625.500000 Penalty: 3282.673340
	Iteration 9Q: 3 clusters Score -2357626 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2358604.000000 Penalty: 3282.673340
	Iteration 10F: 3 clusters Score -2358604 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2359793.750000 Penalty: 3282.673340
	Iteration 11F: 3 clusters Score -2359794 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2360945.000000 Penalty: 3282.673340
	Iteration 12F: 3 clusters Score -2360945 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2361871.250000 Penalty: 3282.673340
	Iteration 13Q: 3 clusters Score -2361871 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2362431.750000 Penalty: 3282.673340
	Iteration 14Q: 3 clusters Score -2362432 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2362766.750000 Penalty: 3282.673340
	Iteration 15Q: 3 clusters Score -2362767 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2362948.000000 Penalty: 3282.673340
	Iteration 16Q: 3 clusters Score -2362948 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2363074.250000 Penalty: 3282.673340
	Iteration 17Q: 3 clusters Score -2363074 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2363154.500000 Penalty: 3282.673340
	Iteration 18Q: 3 clusters Score -2363154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2363201.500000 Penalty: 3282.673340
	Iteration 19Q: 3 clusters Score -2363202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2363225.000000 Penalty: 3282.673340
	Iteration 20F: 3 clusters Score -2363225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2363242.000000 Penalty: 3282.673340
	Iteration 21Q: 3 clusters Score -2363242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2363251.500000 Penalty: 3282.673340
	Iteration 22Q: 3 clusters Score -2363252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2363255.750000 Penalty: 3282.673340
	Iteration 23Q: 3 clusters Score -2363256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2363268.250000 Penalty: 3282.673340
	Iteration 24Q: 3 clusters Score -2363268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2363274.250000 Penalty: 3282.673340
	Iteration 25Q: 3 clusters Score -2363274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2363279.250000 Penalty: 3282.673340
	Iteration 26Q: 3 clusters Score -2363279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2363282.500000 Penalty: 3282.673340
	Iteration 27Q: 3 clusters Score -2363282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2363284.750000 Penalty: 3282.673340
	Iteration 28Q: 3 clusters Score -2363285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2363288.750000 Penalty: 3282.673340
	Iteration 29Q: 3 clusters Score -2363289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2363289.250000 Penalty: 3282.673340
	Iteration 30Q: 3 clusters Score -2363289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2363290.500000 Penalty: 3282.673340
	Iteration 31Q: 3 clusters Score -2363290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2363290.500000 Penalty: 3282.673340
	Iteration 32Q: 3 clusters Score -2363290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2363290.500000 Penalty: 3282.673340
	Iteration 33F: 3 clusters Score -2363290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -367661.875000 Penalty: 1357.213379
	Iteration 0F: 2 clusters Score -367661.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -364192.343750 Penalty: 2714.426758
	Iteration 0F: 3 clusters Score -364192.3 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -365141.593750 Penalty: 2714.426758
	Iteration 1F: 3 clusters Score -365141.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -365356.687500 Penalty: 2714.426758
	Iteration 2F: 3 clusters Score -365356.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -365535.375000 Penalty: 2714.426758
	Iteration 3F: 3 clusters Score -365535.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -365683.593750 Penalty: 2714.426758
	Iteration 4F: 3 clusters Score -365683.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -365802.093750 Penalty: 2714.426758
	Iteration 5Q: 3 clusters Score -365802.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -365891.937500 Penalty: 2714.426758
	Iteration 6Q: 3 clusters Score -365891.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -365965.531250 Penalty: 2714.426758
	Iteration 7Q: 3 clusters Score -365965.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -366018.031250 Penalty: 2714.426758
	Iteration 8Q: 3 clusters Score -366018 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -366067.718750 Penalty: 2714.426758
	Iteration 9Q: 3 clusters Score -366067.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -366121.843750 Penalty: 2714.426758
	Iteration 10Q: 3 clusters Score -366121.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -366181.250000 Penalty: 2714.426758
	Iteration 11Q: 3 clusters Score -366181.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -366212.875000 Penalty: 2714.426758
	Iteration 12Q: 3 clusters Score -366212.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -366240.093750 Penalty: 2714.426758
	Iteration 13Q: 3 clusters Score -366240.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -366268.468750 Penalty: 2714.426758
	Iteration 14Q: 3 clusters Score -366268.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -366294.750000 Penalty: 2714.426758
	Iteration 15Q: 3 clusters Score -366294.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -366323.500000 Penalty: 2714.426758
	Iteration 16Q: 3 clusters Score -366323.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -366362.062500 Penalty: 2714.426758
	Iteration 17Q: 3 clusters Score -366362.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -366412.718750 Penalty: 2714.426758
	Iteration 18Q: 3 clusters Score -366412.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -366458.406250 Penalty: 2714.426758
	Iteration 19Q: 3 clusters Score -366458.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -366493.718750 Penalty: 2714.426758
	Iteration 20F: 3 clusters Score -366493.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -366516.437500 Penalty: 2714.426758
	Iteration 21Q: 3 clusters Score -366516.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -366537.125000 Penalty: 2714.426758
	Iteration 22Q: 3 clusters Score -366537.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -366552.093750 Penalty: 2714.426758
	Iteration 23Q: 3 clusters Score -366552.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -366568.125000 Penalty: 2714.426758
	Iteration 24Q: 3 clusters Score -366568.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -366578.562500 Penalty: 2714.426758
	Iteration 25Q: 3 clusters Score -366578.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -366587.406250 Penalty: 2714.426758
	Iteration 26Q: 3 clusters Score -366587.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -366592.593750 Penalty: 2714.426758
	Iteration 27Q: 3 clusters Score -366592.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -366595.125000 Penalty: 2714.426758
	Iteration 28Q: 3 clusters Score -366595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -366597.812500 Penalty: 2714.426758
	Iteration 29Q: 3 clusters Score -366597.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -366599.406250 Penalty: 2714.426758
	Iteration 30Q: 3 clusters Score -366599.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -366601.562500 Penalty: 2714.426758
	Iteration 31Q: 3 clusters Score -366601.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -366603.625000 Penalty: 2714.426758
	Iteration 32Q: 3 clusters Score -366603.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -366606.250000 Penalty: 2714.426758
	Iteration 33Q: 3 clusters Score -366606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -366608.000000 Penalty: 2714.426758
	Iteration 34Q: 3 clusters Score -366608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -366609.812500 Penalty: 2714.426758
	Iteration 35Q: 3 clusters Score -366609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -366613.062500 Penalty: 2714.426758
	Iteration 36Q: 3 clusters Score -366613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -366614.281250 Penalty: 2714.426758
	Iteration 37Q: 3 clusters Score -366614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -366615.687500 Penalty: 2714.426758
	Iteration 38Q: 3 clusters Score -366615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -366617.718750 Penalty: 2714.426758
	Iteration 39Q: 3 clusters Score -366617.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -366618.312500 Penalty: 2714.426758
	Iteration 40F: 3 clusters Score -366618.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -366620.312500 Penalty: 2714.426758
	Iteration 41Q: 3 clusters Score -366620.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -366622.312500 Penalty: 2714.426758
	Iteration 42Q: 3 clusters Score -366622.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -366624.812500 Penalty: 2714.426758
	Iteration 43Q: 3 clusters Score -366624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -366624.906250 Penalty: 2714.426758
	Iteration 44Q: 3 clusters Score -366624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -366625.531250 Penalty: 2714.426758
	Iteration 45Q: 3 clusters Score -366625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -366626.062500 Penalty: 2714.426758
	Iteration 46Q: 3 clusters Score -366626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -366627.437500 Penalty: 2714.426758
	Iteration 47Q: 3 clusters Score -366627.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -366630.218750 Penalty: 2714.426758
	Iteration 48Q: 3 clusters Score -366630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -366631.781250 Penalty: 2714.426758
	Iteration 49Q: 3 clusters Score -366631.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -366633.750000 Penalty: 2714.426758
	Iteration 50Q: 3 clusters Score -366633.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -366637.468750 Penalty: 2714.426758
	Iteration 51Q: 3 clusters Score -366637.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -366640.000000 Penalty: 2714.426758
	Iteration 52Q: 3 clusters Score -366640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -366641.750000 Penalty: 2714.426758
	Iteration 53Q: 3 clusters Score -366641.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -366643.437500 Penalty: 2714.426758
	Iteration 54Q: 3 clusters Score -366643.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -366649.125000 Penalty: 2714.426758
	Iteration 55Q: 3 clusters Score -366649.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -366655.562500 Penalty: 2714.426758
	Iteration 56Q: 3 clusters Score -366655.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -366661.750000 Penalty: 2714.426758
	Iteration 57Q: 3 clusters Score -366661.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -366668.625000 Penalty: 2714.426758
	Iteration 58Q: 3 clusters Score -366668.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -366673.562500 Penalty: 2714.426758
	Iteration 59Q: 3 clusters Score -366673.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -366678.875000 Penalty: 2714.426758
	Iteration 60F: 3 clusters Score -366678.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -366681.218750 Penalty: 2714.426758
	Iteration 61Q: 3 clusters Score -366681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -366685.218750 Penalty: 2714.426758
	Iteration 62Q: 3 clusters Score -366685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -366686.718750 Penalty: 2714.426758
	Iteration 63Q: 3 clusters Score -366686.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -366687.218750 Penalty: 2714.426758
	Iteration 64Q: 3 clusters Score -366687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -366688.000000 Penalty: 2714.426758
	Iteration 65Q: 3 clusters Score -366688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -366688.562500 Penalty: 2714.426758
	Iteration 66Q: 3 clusters Score -366688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -366688.750000 Penalty: 2714.426758
	Iteration 67Q: 3 clusters Score -366688.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -366688.750000 Penalty: 2714.426758
	Iteration 68F: 3 clusters Score -366688.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -734473.812500 Penalty: 1454.651123
	Iteration 0F: 2 clusters Score -734473.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -728792.937500 Penalty: 2909.302246
	Iteration 0F: 3 clusters Score -728792.9 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -730810.000000 Penalty: 2909.302246
	Iteration 1F: 3 clusters Score -730810 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -731192.500000 Penalty: 2909.302246
	Iteration 2F: 3 clusters Score -731192.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -731585.625000 Penalty: 2909.302246
	Iteration 3F: 3 clusters Score -731585.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -732015.437500 Penalty: 2909.302246
	Iteration 4F: 3 clusters Score -732015.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -732420.312500 Penalty: 2909.302246
	Iteration 5F: 3 clusters Score -732420.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -732749.375000 Penalty: 2909.302246
	Iteration 6Q: 3 clusters Score -732749.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -733003.875000 Penalty: 2909.302246
	Iteration 7Q: 3 clusters Score -733003.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -733185.062500 Penalty: 2909.302246
	Iteration 8Q: 3 clusters Score -733185.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -733280.437500 Penalty: 2909.302246
	Iteration 9Q: 3 clusters Score -733280.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -733348.000000 Penalty: 2909.302246
	Iteration 10Q: 3 clusters Score -733348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -733429.375000 Penalty: 2909.302246
	Iteration 11Q: 3 clusters Score -733429.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -733477.937500 Penalty: 2909.302246
	Iteration 12Q: 3 clusters Score -733477.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -733499.875000 Penalty: 2909.302246
	Iteration 13Q: 3 clusters Score -733499.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -733519.437500 Penalty: 2909.302246
	Iteration 14Q: 3 clusters Score -733519.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -733535.687500 Penalty: 2909.302246
	Iteration 15Q: 3 clusters Score -733535.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -733551.187500 Penalty: 2909.302246
	Iteration 16Q: 3 clusters Score -733551.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -733574.500000 Penalty: 2909.302246
	Iteration 17Q: 3 clusters Score -733574.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -733596.000000 Penalty: 2909.302246
	Iteration 18Q: 3 clusters Score -733596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -733613.750000 Penalty: 2909.302246
	Iteration 19Q: 3 clusters Score -733613.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -733624.062500 Penalty: 2909.302246
	Iteration 20F: 3 clusters Score -733624.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -733633.812500 Penalty: 2909.302246
	Iteration 21Q: 3 clusters Score -733633.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -733637.937500 Penalty: 2909.302246
	Iteration 22Q: 3 clusters Score -733637.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -733645.187500 Penalty: 2909.302246
	Iteration 23Q: 3 clusters Score -733645.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -733647.187500 Penalty: 2909.302246
	Iteration 24Q: 3 clusters Score -733647.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -733652.125000 Penalty: 2909.302246
	Iteration 25Q: 3 clusters Score -733652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -733653.500000 Penalty: 2909.302246
	Iteration 26Q: 3 clusters Score -733653.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -733654.750000 Penalty: 2909.302246
	Iteration 27Q: 3 clusters Score -733654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -733655.250000 Penalty: 2909.302246
	Iteration 28Q: 3 clusters Score -733655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -733655.375000 Penalty: 2909.302246
	Iteration 29Q: 3 clusters Score -733655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -733655.375000 Penalty: 2909.302246
	Iteration 30F: 3 clusters Score -733655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -438870.812500 Penalty: 1370.388306
	Iteration 0F: 2 clusters Score -438870.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -435080.875000 Penalty: 2740.776611
	Iteration 0F: 3 clusters Score -435080.9 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -436123.468750 Penalty: 2740.776611
	Iteration 1F: 3 clusters Score -436123.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -436244.968750 Penalty: 2740.776611
	Iteration 2F: 3 clusters Score -436245 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -436317.843750 Penalty: 2740.776611
	Iteration 3Q: 3 clusters Score -436317.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -436367.468750 Penalty: 2740.776611
	Iteration 4Q: 3 clusters Score -436367.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -436411.906250 Penalty: 2740.776611
	Iteration 5Q: 3 clusters Score -436411.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -436439.968750 Penalty: 2740.776611
	Iteration 6Q: 3 clusters Score -436440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -436462.750000 Penalty: 2740.776611
	Iteration 7Q: 3 clusters Score -436462.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -436481.093750 Penalty: 2740.776611
	Iteration 8Q: 3 clusters Score -436481.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -436496.687500 Penalty: 2740.776611
	Iteration 9Q: 3 clusters Score -436496.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -436509.187500 Penalty: 2740.776611
	Iteration 10Q: 3 clusters Score -436509.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -436523.562500 Penalty: 2740.776611
	Iteration 11Q: 3 clusters Score -436523.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -436538.656250 Penalty: 2740.776611
	Iteration 12Q: 3 clusters Score -436538.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -436557.468750 Penalty: 2740.776611
	Iteration 13Q: 3 clusters Score -436557.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -436579.812500 Penalty: 2740.776611
	Iteration 14Q: 3 clusters Score -436579.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -436606.031250 Penalty: 2740.776611
	Iteration 15Q: 3 clusters Score -436606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -436635.375000 Penalty: 2740.776611
	Iteration 16Q: 3 clusters Score -436635.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -436661.500000 Penalty: 2740.776611
	Iteration 17Q: 3 clusters Score -436661.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -436678.718750 Penalty: 2740.776611
	Iteration 18Q: 3 clusters Score -436678.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -436695.000000 Penalty: 2740.776611
	Iteration 19Q: 3 clusters Score -436695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -436711.031250 Penalty: 2740.776611
	Iteration 20F: 3 clusters Score -436711 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -436725.500000 Penalty: 2740.776611
	Iteration 21Q: 3 clusters Score -436725.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -436743.281250 Penalty: 2740.776611
	Iteration 22Q: 3 clusters Score -436743.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -436760.750000 Penalty: 2740.776611
	Iteration 23Q: 3 clusters Score -436760.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -436781.500000 Penalty: 2740.776611
	Iteration 24Q: 3 clusters Score -436781.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -436795.531250 Penalty: 2740.776611
	Iteration 25Q: 3 clusters Score -436795.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -436811.375000 Penalty: 2740.776611
	Iteration 26Q: 3 clusters Score -436811.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -436827.312500 Penalty: 2740.776611
	Iteration 27Q: 3 clusters Score -436827.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -436845.625000 Penalty: 2740.776611
	Iteration 28Q: 3 clusters Score -436845.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -436866.718750 Penalty: 2740.776611
	Iteration 29Q: 3 clusters Score -436866.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -436887.281250 Penalty: 2740.776611
	Iteration 30Q: 3 clusters Score -436887.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -436904.093750 Penalty: 2740.776611
	Iteration 31Q: 3 clusters Score -436904.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -436926.968750 Penalty: 2740.776611
	Iteration 32Q: 3 clusters Score -436927 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -436940.593750 Penalty: 2740.776611
	Iteration 33Q: 3 clusters Score -436940.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -436954.781250 Penalty: 2740.776611
	Iteration 34Q: 3 clusters Score -436954.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -436966.031250 Penalty: 2740.776611
	Iteration 35Q: 3 clusters Score -436966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -436973.812500 Penalty: 2740.776611
	Iteration 36Q: 3 clusters Score -436973.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -436980.093750 Penalty: 2740.776611
	Iteration 37Q: 3 clusters Score -436980.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -436987.281250 Penalty: 2740.776611
	Iteration 38Q: 3 clusters Score -436987.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -436993.218750 Penalty: 2740.776611
	Iteration 39Q: 3 clusters Score -436993.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -436999.312500 Penalty: 2740.776611
	Iteration 40F: 3 clusters Score -436999.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -437003.250000 Penalty: 2740.776611
	Iteration 41Q: 3 clusters Score -437003.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -437008.593750 Penalty: 2740.776611
	Iteration 42Q: 3 clusters Score -437008.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -437015.000000 Penalty: 2740.776611
	Iteration 43Q: 3 clusters Score -437015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -437020.468750 Penalty: 2740.776611
	Iteration 44Q: 3 clusters Score -437020.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -437023.062500 Penalty: 2740.776611
	Iteration 45Q: 3 clusters Score -437023.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -437025.968750 Penalty: 2740.776611
	Iteration 46Q: 3 clusters Score -437026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -437029.843750 Penalty: 2740.776611
	Iteration 47Q: 3 clusters Score -437029.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -437035.687500 Penalty: 2740.776611
	Iteration 48Q: 3 clusters Score -437035.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -437040.031250 Penalty: 2740.776611
	Iteration 49Q: 3 clusters Score -437040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -437047.093750 Penalty: 2740.776611
	Iteration 50Q: 3 clusters Score -437047.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -437057.343750 Penalty: 2740.776611
	Iteration 51Q: 3 clusters Score -437057.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -437071.968750 Penalty: 2740.776611
	Iteration 52Q: 3 clusters Score -437072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -437086.375000 Penalty: 2740.776611
	Iteration 53Q: 3 clusters Score -437086.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -437097.625000 Penalty: 2740.776611
	Iteration 54Q: 3 clusters Score -437097.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -437107.843750 Penalty: 2740.776611
	Iteration 55Q: 3 clusters Score -437107.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -437117.531250 Penalty: 2740.776611
	Iteration 56Q: 3 clusters Score -437117.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -437129.125000 Penalty: 2740.776611
	Iteration 57Q: 3 clusters Score -437129.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -437137.125000 Penalty: 2740.776611
	Iteration 58Q: 3 clusters Score -437137.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -437145.468750 Penalty: 2740.776611
	Iteration 59Q: 3 clusters Score -437145.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -437157.250000 Penalty: 2740.776611
	Iteration 60F: 3 clusters Score -437157.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -437170.468750 Penalty: 2740.776611
	Iteration 61Q: 3 clusters Score -437170.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -437184.281250 Penalty: 2740.776611
	Iteration 62Q: 3 clusters Score -437184.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -437198.656250 Penalty: 2740.776611
	Iteration 63Q: 3 clusters Score -437198.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -437211.031250 Penalty: 2740.776611
	Iteration 64Q: 3 clusters Score -437211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -437220.281250 Penalty: 2740.776611
	Iteration 65Q: 3 clusters Score -437220.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -437226.593750 Penalty: 2740.776611
	Iteration 66Q: 3 clusters Score -437226.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -437235.437500 Penalty: 2740.776611
	Iteration 67Q: 3 clusters Score -437235.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -437243.031250 Penalty: 2740.776611
	Iteration 68Q: 3 clusters Score -437243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -437248.937500 Penalty: 2740.776611
	Iteration 69Q: 3 clusters Score -437248.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -437254.218750 Penalty: 2740.776611
	Iteration 70Q: 3 clusters Score -437254.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -437264.875000 Penalty: 2740.776611
	Iteration 71Q: 3 clusters Score -437264.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -437271.281250 Penalty: 2740.776611
	Iteration 72Q: 3 clusters Score -437271.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -437280.718750 Penalty: 2740.776611
	Iteration 73Q: 3 clusters Score -437280.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -437288.500000 Penalty: 2740.776611
	Iteration 74Q: 3 clusters Score -437288.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -437300.000000 Penalty: 2740.776611
	Iteration 75Q: 3 clusters Score -437300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -437313.968750 Penalty: 2740.776611
	Iteration 76Q: 3 clusters Score -437314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -437325.156250 Penalty: 2740.776611
	Iteration 77Q: 3 clusters Score -437325.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -437341.406250 Penalty: 2740.776611
	Iteration 78Q: 3 clusters Score -437341.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -437358.093750 Penalty: 2740.776611
	Iteration 79Q: 3 clusters Score -437358.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -437366.843750 Penalty: 2740.776611
	Iteration 80F: 3 clusters Score -437366.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -437376.500000 Penalty: 2740.776611
	Iteration 81Q: 3 clusters Score -437376.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -437388.468750 Penalty: 2740.776611
	Iteration 82Q: 3 clusters Score -437388.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -437399.218750 Penalty: 2740.776611
	Iteration 83Q: 3 clusters Score -437399.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -437407.625000 Penalty: 2740.776611
	Iteration 84Q: 3 clusters Score -437407.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -437413.937500 Penalty: 2740.776611
	Iteration 85Q: 3 clusters Score -437413.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -437421.218750 Penalty: 2740.776611
	Iteration 86Q: 3 clusters Score -437421.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -437429.250000 Penalty: 2740.776611
	Iteration 87Q: 3 clusters Score -437429.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -437438.187500 Penalty: 2740.776611
	Iteration 88Q: 3 clusters Score -437438.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -437442.218750 Penalty: 2740.776611
	Iteration 89Q: 3 clusters Score -437442.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -437444.031250 Penalty: 2740.776611
	Iteration 90Q: 3 clusters Score -437444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -437444.062500 Penalty: 2740.776611
	Iteration 91Q: 3 clusters Score -437444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -437444.531250 Penalty: 2740.776611
	Iteration 92Q: 3 clusters Score -437444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -437445.812500 Penalty: 2740.776611
	Iteration 93Q: 3 clusters Score -437445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -437447.843750 Penalty: 2740.776611
	Iteration 94Q: 3 clusters Score -437447.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -437451.187500 Penalty: 2740.776611
	Iteration 95Q: 3 clusters Score -437451.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -437454.656250 Penalty: 2740.776611
	Iteration 96Q: 3 clusters Score -437454.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -437460.437500 Penalty: 2740.776611
	Iteration 97Q: 3 clusters Score -437460.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -437463.750000 Penalty: 2740.776611
	Iteration 98Q: 3 clusters Score -437463.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -437468.843750 Penalty: 2740.776611
	Iteration 99Q: 3 clusters Score -437468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -437474.812500 Penalty: 2740.776611
	Iteration 100F: 3 clusters Score -437474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -437482.625000 Penalty: 2740.776611
	Iteration 101Q: 3 clusters Score -437482.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -437495.562500 Penalty: 2740.776611
	Iteration 102Q: 3 clusters Score -437495.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -437503.781250 Penalty: 2740.776611
	Iteration 103Q: 3 clusters Score -437503.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -437513.031250 Penalty: 2740.776611
	Iteration 104Q: 3 clusters Score -437513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -437526.000000 Penalty: 2740.776611
	Iteration 105Q: 3 clusters Score -437526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -437533.093750 Penalty: 2740.776611
	Iteration 106Q: 3 clusters Score -437533.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -437538.750000 Penalty: 2740.776611
	Iteration 107Q: 3 clusters Score -437538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -437545.812500 Penalty: 2740.776611
	Iteration 108Q: 3 clusters Score -437545.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -437552.250000 Penalty: 2740.776611
	Iteration 109Q: 3 clusters Score -437552.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -437559.687500 Penalty: 2740.776611
	Iteration 110Q: 3 clusters Score -437559.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -437563.656250 Penalty: 2740.776611
	Iteration 111Q: 3 clusters Score -437563.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -437565.593750 Penalty: 2740.776611
	Iteration 112Q: 3 clusters Score -437565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -437568.562500 Penalty: 2740.776611
	Iteration 113Q: 3 clusters Score -437568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -437570.375000 Penalty: 2740.776611
	Iteration 114Q: 3 clusters Score -437570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -437570.750000 Penalty: 2740.776611
	Iteration 115Q: 3 clusters Score -437570.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -437572.000000 Penalty: 2740.776611
	Iteration 116Q: 3 clusters Score -437572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -437572.968750 Penalty: 2740.776611
	Iteration 117Q: 3 clusters Score -437573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -437574.156250 Penalty: 2740.776611
	Iteration 118Q: 3 clusters Score -437574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -437575.437500 Penalty: 2740.776611
	Iteration 119Q: 3 clusters Score -437575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -437575.593750 Penalty: 2740.776611
	Iteration 120F: 3 clusters Score -437575.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -85935.750000 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -85935.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -84522.335938 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -84522.34 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84848.976562 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -84848.98 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -84976.414062 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -84976.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85029.992188 Penalty: 2242.409912
	Iteration 3F: 3 clusters Score -85029.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85099.343750 Penalty: 2242.409912
	Iteration 4Q: 3 clusters Score -85099.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85181.578125 Penalty: 2242.409912
	Iteration 5Q: 3 clusters Score -85181.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85275.070312 Penalty: 2242.409912
	Iteration 6Q: 3 clusters Score -85275.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85366.625000 Penalty: 2242.409912
	Iteration 7F: 3 clusters Score -85366.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -85431.484375 Penalty: 2242.409912
	Iteration 8F: 3 clusters Score -85431.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -85505.085938 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -85505.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -85565.843750 Penalty: 2242.409912
	Iteration 10Q: 3 clusters Score -85565.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -85600.789062 Penalty: 2242.409912
	Iteration 11Q: 3 clusters Score -85600.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -85627.101562 Penalty: 2242.409912
	Iteration 12Q: 3 clusters Score -85627.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -85641.304688 Penalty: 2242.409912
	Iteration 13Q: 3 clusters Score -85641.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -85651.367188 Penalty: 2242.409912
	Iteration 14Q: 3 clusters Score -85651.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -85661.882812 Penalty: 2242.409912
	Iteration 15Q: 3 clusters Score -85661.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -85679.320312 Penalty: 2242.409912
	Iteration 16Q: 3 clusters Score -85679.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -85682.453125 Penalty: 2242.409912
	Iteration 17Q: 3 clusters Score -85682.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -85682.453125 Penalty: 2242.409912
	Iteration 18F: 3 clusters Score -85682.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Entering Unmasked Estep 
Score: -4169980.500000 Penalty: 1734.131592
	Iteration 0F: 2 clusters Score -4169980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4141158.250000 Penalty: 3468.263184
	Iteration 0F: 3 clusters Score -4141158 nChanged 20172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -4152755.000000 Penalty: 3468.263184
	Iteration 1F: 3 clusters Score -4152755 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4153367.500000 Penalty: 3468.263184
	Iteration 2Q: 3 clusters Score -4153368 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4154070.000000 Penalty: 3468.263184
	Iteration 3Q: 3 clusters Score -4154070 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -4155120.000000 Penalty: 3468.263184
	Iteration 4Q: 3 clusters Score -4155120 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4156690.250000 Penalty: 3468.263184
	Iteration 5F: 3 clusters Score -4156690 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -4159058.250000 Penalty: 3468.263184
	Iteration 6F: 3 clusters Score -4159058 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -4162108.500000 Penalty: 3468.263184
	Iteration 7F: 3 clusters Score -4162108 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4164908.000000 Penalty: 3468.263184
	Iteration 8F: 3 clusters Score -4164908 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4166884.500000 Penalty: 3468.263184
	Iteration 9Q: 3 clusters Score -4166884 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4167769.000000 Penalty: 3468.263184
	Iteration 10Q: 3 clusters Score -4167769 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4168113.250000 Penalty: 3468.263184
	Iteration 11Q: 3 clusters Score -4168113 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4168277.250000 Penalty: 3468.263184
	Iteration 12Q: 3 clusters Score -4168277 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4168341.250000 Penalty: 3468.263184
	Iteration 13Q: 3 clusters Score -4168341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4168392.500000 Penalty: 3468.263184
	Iteration 14Q: 3 clusters Score -4168392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4168435.500000 Penalty: 3468.263184
	Iteration 15Q: 3 clusters Score -4168436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4168465.250000 Penalty: 3468.263184
	Iteration 16Q: 3 clusters Score -4168465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4168488.750000 Penalty: 3468.263184
	Iteration 17Q: 3 clusters Score -4168489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4168502.250000 Penalty: 3468.263184
	Iteration 18Q: 3 clusters Score -4168502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4168520.500000 Penalty: 3468.263184
	Iteration 19Q: 3 clusters Score -4168520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4168537.250000 Penalty: 3468.263184
	Iteration 20F: 3 clusters Score -4168537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4168545.500000 Penalty: 3468.263184
	Iteration 21Q: 3 clusters Score -4168546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4168551.250000 Penalty: 3468.263184
	Iteration 22Q: 3 clusters Score -4168551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4168558.750000 Penalty: 3468.263184
	Iteration 23Q: 3 clusters Score -4168559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4168562.250000 Penalty: 3468.263184
	Iteration 24Q: 3 clusters Score -4168562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4168563.250000 Penalty: 3468.263184
	Iteration 25Q: 3 clusters Score -4168563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4168561.000000 Penalty: 3468.263184
	Iteration 26Q: 3 clusters Score -4168561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4168563.500000 Penalty: 3468.263184
	Iteration 27Q: 3 clusters Score -4168564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4168563.250000 Penalty: 3468.263184
	Iteration 28Q: 3 clusters Score -4168563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4168566.250000 Penalty: 3468.263184
	Iteration 29Q: 3 clusters Score -4168566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4168568.750000 Penalty: 3468.263184
	Iteration 30Q: 3 clusters Score -4168569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4168568.750000 Penalty: 3468.263184
	Iteration 31F: 3 clusters Score -4168569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Entering Unmasked Estep 
Score: -1454208.750000 Penalty: 1567.665894
	Iteration 0F: 2 clusters Score -1454209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1443440.000000 Penalty: 3135.331787
	Iteration 0F: 3 clusters Score -1443440 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1447273.250000 Penalty: 3135.331787
	Iteration 1F: 3 clusters Score -1447273 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1447511.875000 Penalty: 3135.331787
	Iteration 2Q: 3 clusters Score -1447512 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1447699.250000 Penalty: 3135.331787
	Iteration 3Q: 3 clusters Score -1447699 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1447915.625000 Penalty: 3135.331787
	Iteration 4Q: 3 clusters Score -1447916 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1448181.625000 Penalty: 3135.331787
	Iteration 5Q: 3 clusters Score -1448182 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1448557.875000 Penalty: 3135.331787
	Iteration 6Q: 3 clusters Score -1448558 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1449088.750000 Penalty: 3135.331787
	Iteration 7F: 3 clusters Score -1449089 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1449813.375000 Penalty: 3135.331787
	Iteration 8F: 3 clusters Score -1449813 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1450660.500000 Penalty: 3135.331787
	Iteration 9F: 3 clusters Score -1450660 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1451445.500000 Penalty: 3135.331787
	Iteration 10F: 3 clusters Score -1451446 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1452008.625000 Penalty: 3135.331787
	Iteration 11Q: 3 clusters Score -1452009 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1452400.375000 Penalty: 3135.331787
	Iteration 12Q: 3 clusters Score -1452400 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1452618.875000 Penalty: 3135.331787
	Iteration 13Q: 3 clusters Score -1452619 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1452745.500000 Penalty: 3135.331787
	Iteration 14Q: 3 clusters Score -1452746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1452824.625000 Penalty: 3135.331787
	Iteration 15Q: 3 clusters Score -1452825 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1452863.625000 Penalty: 3135.331787
	Iteration 16Q: 3 clusters Score -1452864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1452893.875000 Penalty: 3135.331787
	Iteration 17Q: 3 clusters Score -1452894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1452914.875000 Penalty: 3135.331787
	Iteration 18Q: 3 clusters Score -1452915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1452922.125000 Penalty: 3135.331787
	Iteration 19Q: 3 clusters Score -1452922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1452926.000000 Penalty: 3135.331787
	Iteration 20F: 3 clusters Score -1452926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1452929.375000 Penalty: 3135.331787
	Iteration 21Q: 3 clusters Score -1452929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1452931.625000 Penalty: 3135.331787
	Iteration 22Q: 3 clusters Score -1452932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1452934.750000 Penalty: 3135.331787
	Iteration 23Q: 3 clusters Score -1452935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1452941.250000 Penalty: 3135.331787
	Iteration 24Q: 3 clusters Score -1452941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1452937.625000 Penalty: 3135.331787
	Iteration 25Q: 3 clusters Score -1452938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1452937.500000 Penalty: 3135.331787
	Iteration 26Q: 3 clusters Score -1452938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1452940.250000 Penalty: 3135.331787
	Iteration 27Q: 3 clusters Score -1452940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1452939.125000 Penalty: 3135.331787
	Iteration 28Q: 3 clusters Score -1452939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1452939.125000 Penalty: 3135.331787
	Iteration 29F: 3 clusters Score -1452939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -222502.484375 Penalty: 1263.345825
	Iteration 0F: 2 clusters Score -222502.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -220177.062500 Penalty: 2526.691650
	Iteration 0F: 3 clusters Score -220177.1 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -220709.468750 Penalty: 2526.691650
	Iteration 1F: 3 clusters Score -220709.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -220847.640625 Penalty: 2526.691650
	Iteration 2F: 3 clusters Score -220847.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -220942.609375 Penalty: 2526.691650
	Iteration 3F: 3 clusters Score -220942.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -220998.312500 Penalty: 2526.691650
	Iteration 4Q: 3 clusters Score -220998.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -221038.218750 Penalty: 2526.691650
	Iteration 5Q: 3 clusters Score -221038.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -221064.140625 Penalty: 2526.691650
	Iteration 6Q: 3 clusters Score -221064.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -221093.390625 Penalty: 2526.691650
	Iteration 7Q: 3 clusters Score -221093.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -221116.109375 Penalty: 2526.691650
	Iteration 8Q: 3 clusters Score -221116.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -221133.140625 Penalty: 2526.691650
	Iteration 9Q: 3 clusters Score -221133.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -221144.453125 Penalty: 2526.691650
	Iteration 10Q: 3 clusters Score -221144.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -221154.359375 Penalty: 2526.691650
	Iteration 11Q: 3 clusters Score -221154.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -221159.765625 Penalty: 2526.691650
	Iteration 12Q: 3 clusters Score -221159.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -221164.796875 Penalty: 2526.691650
	Iteration 13Q: 3 clusters Score -221164.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -221170.578125 Penalty: 2526.691650
	Iteration 14Q: 3 clusters Score -221170.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -221178.468750 Penalty: 2526.691650
	Iteration 15Q: 3 clusters Score -221178.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -221186.203125 Penalty: 2526.691650
	Iteration 16Q: 3 clusters Score -221186.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -221195.109375 Penalty: 2526.691650
	Iteration 17Q: 3 clusters Score -221195.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -221206.796875 Penalty: 2526.691650
	Iteration 18Q: 3 clusters Score -221206.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -221223.640625 Penalty: 2526.691650
	Iteration 19Q: 3 clusters Score -221223.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -221246.593750 Penalty: 2526.691650
	Iteration 20F: 3 clusters Score -221246.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -221264.125000 Penalty: 2526.691650
	Iteration 21Q: 3 clusters Score -221264.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -221277.421875 Penalty: 2526.691650
	Iteration 22Q: 3 clusters Score -221277.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -221286.203125 Penalty: 2526.691650
	Iteration 23Q: 3 clusters Score -221286.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -221297.062500 Penalty: 2526.691650
	Iteration 24Q: 3 clusters Score -221297.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -221306.390625 Penalty: 2526.691650
	Iteration 25Q: 3 clusters Score -221306.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -221318.812500 Penalty: 2526.691650
	Iteration 26Q: 3 clusters Score -221318.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -221324.750000 Penalty: 2526.691650
	Iteration 27Q: 3 clusters Score -221324.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -221333.218750 Penalty: 2526.691650
	Iteration 28Q: 3 clusters Score -221333.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -221347.125000 Penalty: 2526.691650
	Iteration 29Q: 3 clusters Score -221347.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -221383.453125 Penalty: 2526.691650
	Iteration 30Q: 3 clusters Score -221383.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -221436.984375 Penalty: 2526.691650
	Iteration 31Q: 3 clusters Score -221437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -221498.812500 Penalty: 2526.691650
	Iteration 32Q: 3 clusters Score -221498.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -221556.656250 Penalty: 2526.691650
	Iteration 33Q: 3 clusters Score -221556.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -221612.437500 Penalty: 2526.691650
	Iteration 34Q: 3 clusters Score -221612.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -221660.656250 Penalty: 2526.691650
	Iteration 35Q: 3 clusters Score -221660.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -221697.765625 Penalty: 2526.691650
	Iteration 36Q: 3 clusters Score -221697.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -221723.140625 Penalty: 2526.691650
	Iteration 37Q: 3 clusters Score -221723.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -221745.343750 Penalty: 2526.691650
	Iteration 38Q: 3 clusters Score -221745.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -221771.812500 Penalty: 2526.691650
	Iteration 39Q: 3 clusters Score -221771.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -221790.593750 Penalty: 2526.691650
	Iteration 40F: 3 clusters Score -221790.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -221805.406250 Penalty: 2526.691650
	Iteration 41Q: 3 clusters Score -221805.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -221816.578125 Penalty: 2526.691650
	Iteration 42Q: 3 clusters Score -221816.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -221824.531250 Penalty: 2526.691650
	Iteration 43Q: 3 clusters Score -221824.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -221834.937500 Penalty: 2526.691650
	Iteration 44Q: 3 clusters Score -221834.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -221844.468750 Penalty: 2526.691650
	Iteration 45Q: 3 clusters Score -221844.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -221855.375000 Penalty: 2526.691650
	Iteration 46Q: 3 clusters Score -221855.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -221864.406250 Penalty: 2526.691650
	Iteration 47Q: 3 clusters Score -221864.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -221871.109375 Penalty: 2526.691650
	Iteration 48Q: 3 clusters Score -221871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -221878.312500 Penalty: 2526.691650
	Iteration 49Q: 3 clusters Score -221878.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -221885.250000 Penalty: 2526.691650
	Iteration 50Q: 3 clusters Score -221885.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -221890.609375 Penalty: 2526.691650
	Iteration 51Q: 3 clusters Score -221890.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -221895.796875 Penalty: 2526.691650
	Iteration 52Q: 3 clusters Score -221895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -221900.421875 Penalty: 2526.691650
	Iteration 53Q: 3 clusters Score -221900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -221900.578125 Penalty: 2526.691650
	Iteration 54Q: 3 clusters Score -221900.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -221902.750000 Penalty: 2526.691650
	Iteration 55Q: 3 clusters Score -221902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -221907.718750 Penalty: 2526.691650
	Iteration 56Q: 3 clusters Score -221907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -221910.984375 Penalty: 2526.691650
	Iteration 57Q: 3 clusters Score -221911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -221911.578125 Penalty: 2526.691650
	Iteration 58Q: 3 clusters Score -221911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -221912.531250 Penalty: 2526.691650
	Iteration 59Q: 3 clusters Score -221912.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -221912.531250 Penalty: 2526.691650
	Iteration 60F: 3 clusters Score -221912.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Entering Unmasked Estep 
Score: -576529.687500 Penalty: 1416.330566
	Iteration 0F: 2 clusters Score -576529.7 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 3009 members 
Entering Unmasked Estep 
Score: -571872.750000 Penalty: 2832.661133
	Iteration 0F: 3 clusters Score -571872.8 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -573184.625000 Penalty: 2832.661133
	Iteration 1F: 3 clusters Score -573184.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -573324.625000 Penalty: 2832.661133
	Iteration 2F: 3 clusters Score -573324.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -573422.062500 Penalty: 2832.661133
	Iteration 3Q: 3 clusters Score -573422.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -573490.312500 Penalty: 2832.661133
	Iteration 4Q: 3 clusters Score -573490.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -573570.062500 Penalty: 2832.661133
	Iteration 5Q: 3 clusters Score -573570.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -573646.187500 Penalty: 2832.661133
	Iteration 6Q: 3 clusters Score -573646.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -573727.625000 Penalty: 2832.661133
	Iteration 7Q: 3 clusters Score -573727.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -573801.687500 Penalty: 2832.661133
	Iteration 8Q: 3 clusters Score -573801.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -573873.750000 Penalty: 2832.661133
	Iteration 9Q: 3 clusters Score -573873.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -573951.312500 Penalty: 2832.661133
	Iteration 10Q: 3 clusters Score -573951.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -574044.687500 Penalty: 2832.661133
	Iteration 11Q: 3 clusters Score -574044.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -574137.312500 Penalty: 2832.661133
	Iteration 12Q: 3 clusters Score -574137.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -574222.062500 Penalty: 2832.661133
	Iteration 13Q: 3 clusters Score -574222.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -574310.062500 Penalty: 2832.661133
	Iteration 14Q: 3 clusters Score -574310.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -574388.312500 Penalty: 2832.661133
	Iteration 15Q: 3 clusters Score -574388.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -574467.062500 Penalty: 2832.661133
	Iteration 16Q: 3 clusters Score -574467.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -574550.750000 Penalty: 2832.661133
	Iteration 17Q: 3 clusters Score -574550.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -574633.062500 Penalty: 2832.661133
	Iteration 18Q: 3 clusters Score -574633.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -574702.125000 Penalty: 2832.661133
	Iteration 19Q: 3 clusters Score -574702.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -574759.062500 Penalty: 2832.661133
	Iteration 20F: 3 clusters Score -574759.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -574810.812500 Penalty: 2832.661133
	Iteration 21Q: 3 clusters Score -574810.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -574865.000000 Penalty: 2832.661133
	Iteration 22Q: 3 clusters Score -574865 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -574914.687500 Penalty: 2832.661133
	Iteration 23Q: 3 clusters Score -574914.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -574951.625000 Penalty: 2832.661133
	Iteration 24Q: 3 clusters Score -574951.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -574974.750000 Penalty: 2832.661133
	Iteration 25Q: 3 clusters Score -574974.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -574998.750000 Penalty: 2832.661133
	Iteration 26Q: 3 clusters Score -574998.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -575023.250000 Penalty: 2832.661133
	Iteration 27Q: 3 clusters Score -575023.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -575054.312500 Penalty: 2832.661133
	Iteration 28Q: 3 clusters Score -575054.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -575081.312500 Penalty: 2832.661133
	Iteration 29Q: 3 clusters Score -575081.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -575107.125000 Penalty: 2832.661133
	Iteration 30Q: 3 clusters Score -575107.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -575125.187500 Penalty: 2832.661133
	Iteration 31Q: 3 clusters Score -575125.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -575154.062500 Penalty: 2832.661133
	Iteration 32Q: 3 clusters Score -575154.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -575169.750000 Penalty: 2832.661133
	Iteration 33Q: 3 clusters Score -575169.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -575180.687500 Penalty: 2832.661133
	Iteration 34Q: 3 clusters Score -575180.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -575190.000000 Penalty: 2832.661133
	Iteration 35Q: 3 clusters Score -575190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -575196.812500 Penalty: 2832.661133
	Iteration 36Q: 3 clusters Score -575196.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -575202.812500 Penalty: 2832.661133
	Iteration 37Q: 3 clusters Score -575202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -575208.250000 Penalty: 2832.661133
	Iteration 38Q: 3 clusters Score -575208.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -575214.250000 Penalty: 2832.661133
	Iteration 39Q: 3 clusters Score -575214.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -575225.437500 Penalty: 2832.661133
	Iteration 40F: 3 clusters Score -575225.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -575233.625000 Penalty: 2832.661133
	Iteration 41Q: 3 clusters Score -575233.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -575243.187500 Penalty: 2832.661133
	Iteration 42Q: 3 clusters Score -575243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -575248.562500 Penalty: 2832.661133
	Iteration 43Q: 3 clusters Score -575248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -575256.312500 Penalty: 2832.661133
	Iteration 44Q: 3 clusters Score -575256.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -575260.375000 Penalty: 2832.661133
	Iteration 45Q: 3 clusters Score -575260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -575262.437500 Penalty: 2832.661133
	Iteration 46Q: 3 clusters Score -575262.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -575267.875000 Penalty: 2832.661133
	Iteration 47Q: 3 clusters Score -575267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -575276.687500 Penalty: 2832.661133
	Iteration 48Q: 3 clusters Score -575276.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -575283.500000 Penalty: 2832.661133
	Iteration 49Q: 3 clusters Score -575283.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -575287.437500 Penalty: 2832.661133
	Iteration 50Q: 3 clusters Score -575287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -575291.875000 Penalty: 2832.661133
	Iteration 51Q: 3 clusters Score -575291.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -575295.687500 Penalty: 2832.661133
	Iteration 52Q: 3 clusters Score -575295.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -575301.687500 Penalty: 2832.661133
	Iteration 53Q: 3 clusters Score -575301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -575301.562500 Penalty: 2832.661133
	Iteration 54Q: 3 clusters Score -575301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -575303.187500 Penalty: 2832.661133
	Iteration 55Q: 3 clusters Score -575303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -575303.437500 Penalty: 2832.661133
	Iteration 56Q: 3 clusters Score -575303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -575303.187500 Penalty: 2832.661133
	Iteration 57Q: 3 clusters Score -575303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -575304.125000 Penalty: 2832.661133
	Iteration 58Q: 3 clusters Score -575304.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -575304.125000 Penalty: 2832.661133
	Iteration 59F: 3 clusters Score -575304.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Entering Unmasked Estep 
Score: -1333680.625000 Penalty: 1549.359985
	Iteration 0F: 2 clusters Score -1333681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1324030.500000 Penalty: 3098.719971
	Iteration 0F: 3 clusters Score -1324030 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1327373.125000 Penalty: 3098.719971
	Iteration 1F: 3 clusters Score -1327373 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1327651.875000 Penalty: 3098.719971
	Iteration 2F: 3 clusters Score -1327652 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1327885.000000 Penalty: 3098.719971
	Iteration 3Q: 3 clusters Score -1327885 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1328106.500000 Penalty: 3098.719971
	Iteration 4Q: 3 clusters Score -1328106 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1328309.750000 Penalty: 3098.719971
	Iteration 5Q: 3 clusters Score -1328310 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1328499.625000 Penalty: 3098.719971
	Iteration 6Q: 3 clusters Score -1328500 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1328695.250000 Penalty: 3098.719971
	Iteration 7Q: 3 clusters Score -1328695 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1328889.500000 Penalty: 3098.719971
	Iteration 8Q: 3 clusters Score -1328890 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1329117.625000 Penalty: 3098.719971
	Iteration 9Q: 3 clusters Score -1329118 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1329388.125000 Penalty: 3098.719971
	Iteration 10Q: 3 clusters Score -1329388 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1329755.750000 Penalty: 3098.719971
	Iteration 11Q: 3 clusters Score -1329756 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1330207.500000 Penalty: 3098.719971
	Iteration 12Q: 3 clusters Score -1330208 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1330684.625000 Penalty: 3098.719971
	Iteration 13Q: 3 clusters Score -1330685 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1331075.000000 Penalty: 3098.719971
	Iteration 14Q: 3 clusters Score -1331075 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1331377.250000 Penalty: 3098.719971
	Iteration 15Q: 3 clusters Score -1331377 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1331578.625000 Penalty: 3098.719971
	Iteration 16Q: 3 clusters Score -1331579 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1331726.125000 Penalty: 3098.719971
	Iteration 17Q: 3 clusters Score -1331726 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1331841.125000 Penalty: 3098.719971
	Iteration 18Q: 3 clusters Score -1331841 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1331920.250000 Penalty: 3098.719971
	Iteration 19Q: 3 clusters Score -1331920 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1331980.375000 Penalty: 3098.719971
	Iteration 20F: 3 clusters Score -1331980 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1332030.875000 Penalty: 3098.719971
	Iteration 21Q: 3 clusters Score -1332031 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1332087.000000 Penalty: 3098.719971
	Iteration 22Q: 3 clusters Score -1332087 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1332126.375000 Penalty: 3098.719971
	Iteration 23Q: 3 clusters Score -1332126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1332150.875000 Penalty: 3098.719971
	Iteration 24Q: 3 clusters Score -1332151 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1332171.000000 Penalty: 3098.719971
	Iteration 25Q: 3 clusters Score -1332171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1332189.875000 Penalty: 3098.719971
	Iteration 26Q: 3 clusters Score -1332190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1332203.500000 Penalty: 3098.719971
	Iteration 27Q: 3 clusters Score -1332204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1332216.500000 Penalty: 3098.719971
	Iteration 28Q: 3 clusters Score -1332216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1332223.250000 Penalty: 3098.719971
	Iteration 29Q: 3 clusters Score -1332223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1332235.625000 Penalty: 3098.719971
	Iteration 30Q: 3 clusters Score -1332236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1332243.125000 Penalty: 3098.719971
	Iteration 31Q: 3 clusters Score -1332243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1332248.125000 Penalty: 3098.719971
	Iteration 32Q: 3 clusters Score -1332248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1332263.500000 Penalty: 3098.719971
	Iteration 33Q: 3 clusters Score -1332264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1332274.500000 Penalty: 3098.719971
	Iteration 34Q: 3 clusters Score -1332274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1332283.500000 Penalty: 3098.719971
	Iteration 35Q: 3 clusters Score -1332284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1332287.750000 Penalty: 3098.719971
	Iteration 36Q: 3 clusters Score -1332288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1332296.625000 Penalty: 3098.719971
	Iteration 37Q: 3 clusters Score -1332297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1332300.250000 Penalty: 3098.719971
	Iteration 38Q: 3 clusters Score -1332300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1332304.250000 Penalty: 3098.719971
	Iteration 39Q: 3 clusters Score -1332304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1332309.125000 Penalty: 3098.719971
	Iteration 40F: 3 clusters Score -1332309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1332320.875000 Penalty: 3098.719971
	Iteration 41Q: 3 clusters Score -1332321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1332327.250000 Penalty: 3098.719971
	Iteration 42Q: 3 clusters Score -1332327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1332332.875000 Penalty: 3098.719971
	Iteration 43Q: 3 clusters Score -1332333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1332342.250000 Penalty: 3098.719971
	Iteration 44Q: 3 clusters Score -1332342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1332348.250000 Penalty: 3098.719971
	Iteration 45Q: 3 clusters Score -1332348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1332354.375000 Penalty: 3098.719971
	Iteration 46Q: 3 clusters Score -1332354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1332358.875000 Penalty: 3098.719971
	Iteration 47Q: 3 clusters Score -1332359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1332364.125000 Penalty: 3098.719971
	Iteration 48Q: 3 clusters Score -1332364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1332369.250000 Penalty: 3098.719971
	Iteration 49Q: 3 clusters Score -1332369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1332371.750000 Penalty: 3098.719971
	Iteration 50Q: 3 clusters Score -1332372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1332374.125000 Penalty: 3098.719971
	Iteration 51Q: 3 clusters Score -1332374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1332375.375000 Penalty: 3098.719971
	Iteration 52Q: 3 clusters Score -1332375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1332374.500000 Penalty: 3098.719971
	Iteration 53Q: 3 clusters Score -1332374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1332375.000000 Penalty: 3098.719971
	Iteration 54Q: 3 clusters Score -1332375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1332375.375000 Penalty: 3098.719971
	Iteration 55Q: 3 clusters Score -1332375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1332375.000000 Penalty: 3098.719971
	Iteration 56Q: 3 clusters Score -1332375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1332375.250000 Penalty: 3098.719971
	Iteration 57Q: 3 clusters Score -1332375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1332375.125000 Penalty: 3098.719971
	Iteration 58Q: 3 clusters Score -1332375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1332377.250000 Penalty: 3098.719971
	Iteration 59Q: 3 clusters Score -1332377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1332376.750000 Penalty: 3098.719971
	Iteration 60F: 3 clusters Score -1332377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1332376.875000 Penalty: 3098.719971
	Iteration 61Q: 3 clusters Score -1332377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1332379.125000 Penalty: 3098.719971
	Iteration 62Q: 3 clusters Score -1332379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1332379.000000 Penalty: 3098.719971
	Iteration 63Q: 3 clusters Score -1332379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1332379.625000 Penalty: 3098.719971
	Iteration 64Q: 3 clusters Score -1332380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1332380.125000 Penalty: 3098.719971
	Iteration 65Q: 3 clusters Score -1332380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1332381.750000 Penalty: 3098.719971
	Iteration 66Q: 3 clusters Score -1332382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1332384.000000 Penalty: 3098.719971
	Iteration 67Q: 3 clusters Score -1332384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1332385.250000 Penalty: 3098.719971
	Iteration 68Q: 3 clusters Score -1332385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1332385.250000 Penalty: 3098.719971
	Iteration 69F: 3 clusters Score -1332385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Entering Unmasked Estep 
Score: -276129.093750 Penalty: 1314.141724
	Iteration 0F: 2 clusters Score -276129.1 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 1658 members 
Entering Unmasked Estep 
Score: -273235.781250 Penalty: 2628.283447
	Iteration 0F: 3 clusters Score -273235.8 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -274056.656250 Penalty: 2628.283447
	Iteration 1F: 3 clusters Score -274056.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -274307.031250 Penalty: 2628.283447
	Iteration 2F: 3 clusters Score -274307 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -274490.625000 Penalty: 2628.283447
	Iteration 3F: 3 clusters Score -274490.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -274646.656250 Penalty: 2628.283447
	Iteration 4F: 3 clusters Score -274646.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -274762.375000 Penalty: 2628.283447
	Iteration 5Q: 3 clusters Score -274762.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -274851.937500 Penalty: 2628.283447
	Iteration 6Q: 3 clusters Score -274851.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -274927.250000 Penalty: 2628.283447
	Iteration 7Q: 3 clusters Score -274927.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -274992.750000 Penalty: 2628.283447
	Iteration 8Q: 3 clusters Score -274992.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -275036.968750 Penalty: 2628.283447
	Iteration 9Q: 3 clusters Score -275037 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -275079.218750 Penalty: 2628.283447
	Iteration 10Q: 3 clusters Score -275079.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -275115.437500 Penalty: 2628.283447
	Iteration 11Q: 3 clusters Score -275115.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -275144.562500 Penalty: 2628.283447
	Iteration 12Q: 3 clusters Score -275144.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -275164.812500 Penalty: 2628.283447
	Iteration 13Q: 3 clusters Score -275164.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -275184.312500 Penalty: 2628.283447
	Iteration 14Q: 3 clusters Score -275184.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -275208.656250 Penalty: 2628.283447
	Iteration 15Q: 3 clusters Score -275208.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -275238.812500 Penalty: 2628.283447
	Iteration 16Q: 3 clusters Score -275238.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -275267.843750 Penalty: 2628.283447
	Iteration 17Q: 3 clusters Score -275267.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -275289.093750 Penalty: 2628.283447
	Iteration 18Q: 3 clusters Score -275289.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -275314.750000 Penalty: 2628.283447
	Iteration 19Q: 3 clusters Score -275314.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -275337.281250 Penalty: 2628.283447
	Iteration 20F: 3 clusters Score -275337.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -275356.093750 Penalty: 2628.283447
	Iteration 21Q: 3 clusters Score -275356.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -275371.218750 Penalty: 2628.283447
	Iteration 22Q: 3 clusters Score -275371.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -275381.031250 Penalty: 2628.283447
	Iteration 23Q: 3 clusters Score -275381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -275385.218750 Penalty: 2628.283447
	Iteration 24Q: 3 clusters Score -275385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -275388.187500 Penalty: 2628.283447
	Iteration 25Q: 3 clusters Score -275388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -275392.937500 Penalty: 2628.283447
	Iteration 26Q: 3 clusters Score -275392.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -275398.937500 Penalty: 2628.283447
	Iteration 27Q: 3 clusters Score -275398.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -275408.937500 Penalty: 2628.283447
	Iteration 28Q: 3 clusters Score -275408.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -275412.812500 Penalty: 2628.283447
	Iteration 29Q: 3 clusters Score -275412.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -275417.812500 Penalty: 2628.283447
	Iteration 30Q: 3 clusters Score -275417.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -275422.218750 Penalty: 2628.283447
	Iteration 31Q: 3 clusters Score -275422.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -275426.000000 Penalty: 2628.283447
	Iteration 32Q: 3 clusters Score -275426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -275431.437500 Penalty: 2628.283447
	Iteration 33Q: 3 clusters Score -275431.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -275435.812500 Penalty: 2628.283447
	Iteration 34Q: 3 clusters Score -275435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -275437.781250 Penalty: 2628.283447
	Iteration 35Q: 3 clusters Score -275437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -275440.562500 Penalty: 2628.283447
	Iteration 36Q: 3 clusters Score -275440.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -275443.312500 Penalty: 2628.283447
	Iteration 37Q: 3 clusters Score -275443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -275446.000000 Penalty: 2628.283447
	Iteration 38Q: 3 clusters Score -275446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -275447.750000 Penalty: 2628.283447
	Iteration 39Q: 3 clusters Score -275447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -275448.406250 Penalty: 2628.283447
	Iteration 40F: 3 clusters Score -275448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -275449.125000 Penalty: 2628.283447
	Iteration 41Q: 3 clusters Score -275449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -275452.187500 Penalty: 2628.283447
	Iteration 42Q: 3 clusters Score -275452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -275454.250000 Penalty: 2628.283447
	Iteration 43Q: 3 clusters Score -275454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -275454.718750 Penalty: 2628.283447
	Iteration 44Q: 3 clusters Score -275454.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -275455.500000 Penalty: 2628.283447
	Iteration 45Q: 3 clusters Score -275455.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -275456.250000 Penalty: 2628.283447
	Iteration 46Q: 3 clusters Score -275456.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -275456.250000 Penalty: 2628.283447
	Iteration 47F: 3 clusters Score -275456.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Entering Unmasked Estep 
Score: -530774.750000 Penalty: 1399.856445
	Iteration 0F: 2 clusters Score -530774.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -526423.687500 Penalty: 2799.712891
	Iteration 0F: 3 clusters Score -526423.7 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -527628.437500 Penalty: 2799.712891
	Iteration 1F: 3 clusters Score -527628.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -527788.312500 Penalty: 2799.712891
	Iteration 2F: 3 clusters Score -527788.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -527920.875000 Penalty: 2799.712891
	Iteration 3F: 3 clusters Score -527920.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -528015.625000 Penalty: 2799.712891
	Iteration 4Q: 3 clusters Score -528015.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -528091.375000 Penalty: 2799.712891
	Iteration 5Q: 3 clusters Score -528091.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -528154.562500 Penalty: 2799.712891
	Iteration 6Q: 3 clusters Score -528154.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -528240.312500 Penalty: 2799.712891
	Iteration 7Q: 3 clusters Score -528240.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -528333.312500 Penalty: 2799.712891
	Iteration 8Q: 3 clusters Score -528333.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -528446.437500 Penalty: 2799.712891
	Iteration 9Q: 3 clusters Score -528446.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -528568.375000 Penalty: 2799.712891
	Iteration 10Q: 3 clusters Score -528568.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -528684.500000 Penalty: 2799.712891
	Iteration 11Q: 3 clusters Score -528684.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -528822.625000 Penalty: 2799.712891
	Iteration 12Q: 3 clusters Score -528822.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -528983.625000 Penalty: 2799.712891
	Iteration 13Q: 3 clusters Score -528983.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -529142.812500 Penalty: 2799.712891
	Iteration 14Q: 3 clusters Score -529142.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -529270.687500 Penalty: 2799.712891
	Iteration 15Q: 3 clusters Score -529270.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -529351.000000 Penalty: 2799.712891
	Iteration 16Q: 3 clusters Score -529351 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -529414.250000 Penalty: 2799.712891
	Iteration 17Q: 3 clusters Score -529414.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -529451.562500 Penalty: 2799.712891
	Iteration 18Q: 3 clusters Score -529451.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -529478.687500 Penalty: 2799.712891
	Iteration 19Q: 3 clusters Score -529478.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -529497.750000 Penalty: 2799.712891
	Iteration 20F: 3 clusters Score -529497.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -529512.000000 Penalty: 2799.712891
	Iteration 21Q: 3 clusters Score -529512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -529522.125000 Penalty: 2799.712891
	Iteration 22Q: 3 clusters Score -529522.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -529529.625000 Penalty: 2799.712891
	Iteration 23Q: 3 clusters Score -529529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -529532.000000 Penalty: 2799.712891
	Iteration 24Q: 3 clusters Score -529532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -529533.250000 Penalty: 2799.712891
	Iteration 25Q: 3 clusters Score -529533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -529533.750000 Penalty: 2799.712891
	Iteration 26Q: 3 clusters Score -529533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -529537.312500 Penalty: 2799.712891
	Iteration 27Q: 3 clusters Score -529537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -529538.812500 Penalty: 2799.712891
	Iteration 28Q: 3 clusters Score -529538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -529539.125000 Penalty: 2799.712891
	Iteration 29Q: 3 clusters Score -529539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -529541.375000 Penalty: 2799.712891
	Iteration 30Q: 3 clusters Score -529541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -529543.875000 Penalty: 2799.712891
	Iteration 31Q: 3 clusters Score -529543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -529544.062500 Penalty: 2799.712891
	Iteration 32Q: 3 clusters Score -529544.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -529547.562500 Penalty: 2799.712891
	Iteration 33Q: 3 clusters Score -529547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -529549.500000 Penalty: 2799.712891
	Iteration 34Q: 3 clusters Score -529549.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -529550.187500 Penalty: 2799.712891
	Iteration 35Q: 3 clusters Score -529550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -529551.875000 Penalty: 2799.712891
	Iteration 36Q: 3 clusters Score -529551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -529552.937500 Penalty: 2799.712891
	Iteration 37Q: 3 clusters Score -529552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -529554.250000 Penalty: 2799.712891
	Iteration 38Q: 3 clusters Score -529554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -529554.312500 Penalty: 2799.712891
	Iteration 39Q: 3 clusters Score -529554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -529554.312500 Penalty: 2799.712891
	Iteration 40F: 3 clusters Score -529554.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -57420.910156 Penalty: 1047.429443
	Iteration 0F: 2 clusters Score -57420.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56200.917969 Penalty: 2094.858887
	Iteration 0F: 3 clusters Score -56200.92 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56375.062500 Penalty: 2094.858887
	Iteration 1F: 3 clusters Score -56375.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56439.503906 Penalty: 2094.858887
	Iteration 2F: 3 clusters Score -56439.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56465.347656 Penalty: 2094.858887
	Iteration 3Q: 3 clusters Score -56465.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56486.589844 Penalty: 2094.858887
	Iteration 4Q: 3 clusters Score -56486.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56503.195312 Penalty: 2094.858887
	Iteration 5Q: 3 clusters Score -56503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56511.890625 Penalty: 2094.858887
	Iteration 6Q: 3 clusters Score -56511.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56518.089844 Penalty: 2094.858887
	Iteration 7Q: 3 clusters Score -56518.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56519.984375 Penalty: 2094.858887
	Iteration 8Q: 3 clusters Score -56519.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56519.984375 Penalty: 2094.858887
	Iteration 9F: 3 clusters Score -56519.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9261 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67365 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20944 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19855 members 
Mstep: Class 13 contains 26354 members 
Mstep: Class 14 contains 24356 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 15478 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839512.000000 Penalty: 55278.062500
Iteration 159Q: 27 clusters Score -4.483951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9256 members 
Mstep: Class 3 contains 5784 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67369 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20945 members 
Mstep: Class 9 contains 43847 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19849 members 
Mstep: Class 13 contains 26353 members 
Mstep: Class 14 contains 24356 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4596 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 15487 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839496.000000 Penalty: 55278.062500
Iteration 160F: 27 clusters Score -4.48395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9251 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67370 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20945 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19844 members 
Mstep: Class 13 contains 26352 members 
Mstep: Class 14 contains 24356 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4596 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 15497 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839496.000000 Penalty: 55278.062500
Iteration 161Q: 27 clusters Score -4.48395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9244 members 
Mstep: Class 3 contains 5782 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67375 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20947 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19838 members 
Mstep: Class 13 contains 26353 members 
Mstep: Class 14 contains 24356 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4595 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 15504 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839504.000000 Penalty: 55278.062500
Iteration 162Q: 27 clusters Score -4.48395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 5781 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67382 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20948 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19832 members 
Mstep: Class 13 contains 26354 members 
Mstep: Class 14 contains 24356 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4595 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839500.000000 Penalty: 55278.062500
Iteration 163Q: 27 clusters Score -4.48395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9232 members 
Mstep: Class 3 contains 5781 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67384 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20947 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19825 members 
Mstep: Class 13 contains 26354 members 
Mstep: Class 14 contains 24356 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4596 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 15519 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 3254 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839504.000000 Penalty: 55278.062500
Iteration 164Q: 27 clusters Score -4.48395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9229 members 
Mstep: Class 3 contains 5782 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67383 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20946 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19817 members 
Mstep: Class 13 contains 26355 members 
Mstep: Class 14 contains 24356 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 15530 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839520.000000 Penalty: 55278.062500
Iteration 165Q: 27 clusters Score -4.483952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9225 members 
Mstep: Class 3 contains 5780 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67383 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20947 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19814 members 
Mstep: Class 13 contains 26352 members 
Mstep: Class 14 contains 24356 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 15542 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839576.000000 Penalty: 55278.062500
Iteration 166Q: 27 clusters Score -4.483958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9222 members 
Mstep: Class 3 contains 5779 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67383 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20950 members 
Mstep: Class 9 contains 43848 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19809 members 
Mstep: Class 13 contains 26350 members 
Mstep: Class 14 contains 24356 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43111 members 
Mstep: Class 20 contains 15554 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839552.000000 Penalty: 55278.062500
Iteration 167Q: 27 clusters Score -4.483955e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9219 members 
Mstep: Class 3 contains 5785 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67385 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20950 members 
Mstep: Class 9 contains 43846 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 13 contains 26347 members 
Mstep: Class 14 contains 24357 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 15569 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3247 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839572.000000 Penalty: 55278.062500
Iteration 168Q: 27 clusters Score -4.483957e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9216 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67384 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20950 members 
Mstep: Class 9 contains 43845 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19788 members 
Mstep: Class 13 contains 26345 members 
Mstep: Class 14 contains 24358 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43114 members 
Mstep: Class 20 contains 15582 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3248 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839568.000000 Penalty: 55278.062500
Iteration 169Q: 27 clusters Score -4.483957e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9212 members 
Mstep: Class 3 contains 5782 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67380 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20950 members 
Mstep: Class 9 contains 43845 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19780 members 
Mstep: Class 13 contains 26347 members 
Mstep: Class 14 contains 24358 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 15596 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839560.000000 Penalty: 55278.062500
Iteration 170Q: 27 clusters Score -4.483956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67379 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20951 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19769 members 
Mstep: Class 13 contains 26348 members 
Mstep: Class 14 contains 24358 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 15612 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839536.000000 Penalty: 55278.062500
Iteration 171Q: 27 clusters Score -4.483954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9199 members 
Mstep: Class 3 contains 5781 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67378 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20953 members 
Mstep: Class 9 contains 43845 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19759 members 
Mstep: Class 13 contains 26350 members 
Mstep: Class 14 contains 24358 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 15627 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839540.000000 Penalty: 55278.062500
Iteration 172Q: 27 clusters Score -4.483954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9193 members 
Mstep: Class 3 contains 5779 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67378 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20952 members 
Mstep: Class 9 contains 43845 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19754 members 
Mstep: Class 13 contains 26348 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 15641 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839544.000000 Penalty: 55278.062500
Iteration 173Q: 27 clusters Score -4.483954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9187 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67378 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20952 members 
Mstep: Class 9 contains 43845 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19746 members 
Mstep: Class 13 contains 26348 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 15659 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839484.000000 Penalty: 55278.062500
Iteration 174Q: 27 clusters Score -4.483948e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9186 members 
Mstep: Class 3 contains 5769 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67377 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20953 members 
Mstep: Class 9 contains 43845 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19733 members 
Mstep: Class 13 contains 26349 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43111 members 
Mstep: Class 20 contains 15678 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839512.000000 Penalty: 55278.062500
Iteration 175Q: 27 clusters Score -4.483951e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9183 members 
Mstep: Class 3 contains 5765 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67376 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20957 members 
Mstep: Class 9 contains 43845 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19724 members 
Mstep: Class 13 contains 26349 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4595 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43111 members 
Mstep: Class 20 contains 15694 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839580.000000 Penalty: 55278.062500
Iteration 176Q: 27 clusters Score -4.483958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 5762 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67375 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20959 members 
Mstep: Class 9 contains 43845 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19718 members 
Mstep: Class 13 contains 26350 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4595 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 15706 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839560.000000 Penalty: 55278.062500
Iteration 177Q: 27 clusters Score -4.483956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 5761 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67371 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20960 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19718 members 
Mstep: Class 13 contains 26351 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4594 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43111 members 
Mstep: Class 20 contains 15714 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839560.000000 Penalty: 55278.062500
Iteration 178Q: 27 clusters Score -4.483956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9172 members 
Mstep: Class 3 contains 5761 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67366 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20963 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19718 members 
Mstep: Class 13 contains 26353 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15722 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839528.000000 Penalty: 55278.062500
Iteration 179Q: 27 clusters Score -4.483953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9164 members 
Mstep: Class 3 contains 5761 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67363 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20966 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11305 members 
Mstep: Class 12 contains 19714 members 
Mstep: Class 13 contains 26358 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15731 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839572.000000 Penalty: 55278.062500
Iteration 180F: 27 clusters Score -4.483957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9159 members 
Mstep: Class 3 contains 5760 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67360 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 19709 members 
Mstep: Class 13 contains 26359 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15741 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839580.000000 Penalty: 55278.062500
Iteration 181Q: 27 clusters Score -4.483958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9150 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67362 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 19708 members 
Mstep: Class 13 contains 26359 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15749 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839556.000000 Penalty: 55278.062500
Iteration 182Q: 27 clusters Score -4.483956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67361 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 19707 members 
Mstep: Class 13 contains 26359 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4594 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15755 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839548.000000 Penalty: 55278.062500
Iteration 183Q: 27 clusters Score -4.483955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9139 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67359 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 19705 members 
Mstep: Class 13 contains 26360 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4596 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15763 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839524.000000 Penalty: 55278.062500
Iteration 184Q: 27 clusters Score -4.483952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9133 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67355 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 19700 members 
Mstep: Class 13 contains 26363 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4598 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15772 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839580.000000 Penalty: 55278.062500
Iteration 185Q: 27 clusters Score -4.483958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9127 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67355 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19699 members 
Mstep: Class 13 contains 26366 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4599 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 15776 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839588.000000 Penalty: 55278.062500
Iteration 186Q: 27 clusters Score -4.483959e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9120 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67352 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19698 members 
Mstep: Class 13 contains 26367 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4600 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 15783 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3254 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839580.000000 Penalty: 55278.062500
Iteration 187Q: 27 clusters Score -4.483958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9110 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67349 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19695 members 
Mstep: Class 13 contains 26369 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 15796 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839572.000000 Penalty: 55278.062500
Iteration 188Q: 27 clusters Score -4.483957e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9101 members 
Mstep: Class 3 contains 5757 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67345 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19693 members 
Mstep: Class 13 contains 26370 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 15812 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839552.000000 Penalty: 55278.062500
Iteration 189Q: 27 clusters Score -4.483955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9095 members 
Mstep: Class 3 contains 5754 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67341 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19690 members 
Mstep: Class 13 contains 26372 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 15828 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839536.000000 Penalty: 55278.062500
Iteration 190Q: 27 clusters Score -4.483954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9087 members 
Mstep: Class 3 contains 5752 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67337 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19688 members 
Mstep: Class 13 contains 26378 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 15839 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6095 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839532.000000 Penalty: 55278.062500
Iteration 191Q: 27 clusters Score -4.483953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9082 members 
Mstep: Class 3 contains 5749 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67331 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19684 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15851 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3254 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839564.000000 Penalty: 55278.062500
Iteration 192Q: 27 clusters Score -4.483956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9075 members 
Mstep: Class 3 contains 5746 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67327 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 43841 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19682 members 
Mstep: Class 13 contains 26382 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15868 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 13827 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839540.000000 Penalty: 55278.062500
Iteration 193Q: 27 clusters Score -4.483954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9066 members 
Mstep: Class 3 contains 5741 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67325 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 43840 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19678 members 
Mstep: Class 13 contains 26384 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43111 members 
Mstep: Class 20 contains 15885 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839532.000000 Penalty: 55278.062500
Iteration 194Q: 27 clusters Score -4.483953e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 5736 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67323 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43840 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19675 members 
Mstep: Class 13 contains 26386 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43111 members 
Mstep: Class 20 contains 15898 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839564.000000 Penalty: 55278.062500
Iteration 195Q: 27 clusters Score -4.483956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9047 members 
Mstep: Class 3 contains 5730 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67324 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20971 members 
Mstep: Class 9 contains 43840 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19672 members 
Mstep: Class 13 contains 26389 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43111 members 
Mstep: Class 20 contains 15910 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839552.000000 Penalty: 55278.062500
Iteration 196Q: 27 clusters Score -4.483955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9038 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67330 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20971 members 
Mstep: Class 9 contains 43840 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19666 members 
Mstep: Class 13 contains 26390 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43111 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839520.000000 Penalty: 55278.062500
Iteration 197Q: 27 clusters Score -4.483952e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9029 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67334 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20971 members 
Mstep: Class 9 contains 43840 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19658 members 
Mstep: Class 13 contains 26391 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43111 members 
Mstep: Class 20 contains 15933 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839572.000000 Penalty: 55278.062500
Iteration 198Q: 27 clusters Score -4.483957e+07 nChanged 28
Entering ConstructFrom: 
Score: -44839572.000000 Penalty: 55278.062500
Entering ConstructFrom: 
Trying to split cluster 1 (10271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Entering Unmasked Estep 
Score: -979198.125000 Penalty: 1501.025391
	Iteration 0F: 2 clusters Score -979198.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -971810.312500 Penalty: 3002.050781
	Iteration 0F: 3 clusters Score -971810.3 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -974222.312500 Penalty: 3002.050781
	Iteration 1F: 3 clusters Score -974222.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -974473.062500 Penalty: 3002.050781
	Iteration 2F: 3 clusters Score -974473.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -974668.250000 Penalty: 3002.050781
	Iteration 3Q: 3 clusters Score -974668.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -974842.437500 Penalty: 3002.050781
	Iteration 4Q: 3 clusters Score -974842.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -975017.500000 Penalty: 3002.050781
	Iteration 5Q: 3 clusters Score -975017.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -975213.812500 Penalty: 3002.050781
	Iteration 6Q: 3 clusters Score -975213.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -975465.875000 Penalty: 3002.050781
	Iteration 7Q: 3 clusters Score -975465.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -975792.625000 Penalty: 3002.050781
	Iteration 8Q: 3 clusters Score -975792.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -976215.062500 Penalty: 3002.050781
	Iteration 9Q: 3 clusters Score -976215.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -976660.312500 Penalty: 3002.050781
	Iteration 10F: 3 clusters Score -976660.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -977030.500000 Penalty: 3002.050781
	Iteration 11Q: 3 clusters Score -977030.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -977295.750000 Penalty: 3002.050781
	Iteration 12Q: 3 clusters Score -977295.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -977454.062500 Penalty: 3002.050781
	Iteration 13Q: 3 clusters Score -977454.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -977588.687500 Penalty: 3002.050781
	Iteration 14Q: 3 clusters Score -977588.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -977672.062500 Penalty: 3002.050781
	Iteration 15Q: 3 clusters Score -977672.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -977745.062500 Penalty: 3002.050781
	Iteration 16Q: 3 clusters Score -977745.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -977832.750000 Penalty: 3002.050781
	Iteration 17Q: 3 clusters Score -977832.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -977901.562500 Penalty: 3002.050781
	Iteration 18Q: 3 clusters Score -977901.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -977977.625000 Penalty: 3002.050781
	Iteration 19Q: 3 clusters Score -977977.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -978043.687500 Penalty: 3002.050781
	Iteration 20F: 3 clusters Score -978043.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -978101.437500 Penalty: 3002.050781
	Iteration 21Q: 3 clusters Score -978101.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -978159.062500 Penalty: 3002.050781
	Iteration 22Q: 3 clusters Score -978159.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -978205.187500 Penalty: 3002.050781
	Iteration 23Q: 3 clusters Score -978205.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -978249.750000 Penalty: 3002.050781
	Iteration 24Q: 3 clusters Score -978249.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -978305.000000 Penalty: 3002.050781
	Iteration 25Q: 3 clusters Score -978305 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -978373.562500 Penalty: 3002.050781
	Iteration 26Q: 3 clusters Score -978373.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -978441.750000 Penalty: 3002.050781
	Iteration 27Q: 3 clusters Score -978441.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -978512.375000 Penalty: 3002.050781
	Iteration 28Q: 3 clusters Score -978512.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -978600.125000 Penalty: 3002.050781
	Iteration 29Q: 3 clusters Score -978600.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -978684.687500 Penalty: 3002.050781
	Iteration 30Q: 3 clusters Score -978684.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -978767.437500 Penalty: 3002.050781
	Iteration 31Q: 3 clusters Score -978767.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -978829.562500 Penalty: 3002.050781
	Iteration 32Q: 3 clusters Score -978829.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -978874.125000 Penalty: 3002.050781
	Iteration 33Q: 3 clusters Score -978874.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -978908.625000 Penalty: 3002.050781
	Iteration 34Q: 3 clusters Score -978908.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -978940.500000 Penalty: 3002.050781
	Iteration 35Q: 3 clusters Score -978940.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -978959.500000 Penalty: 3002.050781
	Iteration 36Q: 3 clusters Score -978959.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -978968.312500 Penalty: 3002.050781
	Iteration 37Q: 3 clusters Score -978968.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -978973.750000 Penalty: 3002.050781
	Iteration 38Q: 3 clusters Score -978973.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -978981.562500 Penalty: 3002.050781
	Iteration 39Q: 3 clusters Score -978981.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -978985.250000 Penalty: 3002.050781
	Iteration 40F: 3 clusters Score -978985.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -978988.062500 Penalty: 3002.050781
	Iteration 41Q: 3 clusters Score -978988.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -978996.125000 Penalty: 3002.050781
	Iteration 42Q: 3 clusters Score -978996.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -979000.125000 Penalty: 3002.050781
	Iteration 43Q: 3 clusters Score -979000.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -979005.187500 Penalty: 3002.050781
	Iteration 44Q: 3 clusters Score -979005.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -979008.500000 Penalty: 3002.050781
	Iteration 45Q: 3 clusters Score -979008.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -979010.000000 Penalty: 3002.050781
	Iteration 46Q: 3 clusters Score -979010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -979009.250000 Penalty: 3002.050781
	Iteration 47Q: 3 clusters Score -979009.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -979008.500000 Penalty: 3002.050781
	Iteration 48Q: 3 clusters Score -979008.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -979011.437500 Penalty: 3002.050781
	Iteration 49Q: 3 clusters Score -979011.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -979012.500000 Penalty: 3002.050781
	Iteration 50Q: 3 clusters Score -979012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -979012.062500 Penalty: 3002.050781
	Iteration 51Q: 3 clusters Score -979012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -979012.187500 Penalty: 3002.050781
	Iteration 52Q: 3 clusters Score -979012.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -979012.000000 Penalty: 3002.050781
	Iteration 53Q: 3 clusters Score -979012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -979012.000000 Penalty: 3002.050781
	Iteration 54F: 3 clusters Score -979012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Entering Unmasked Estep 
Score: -846224.812500 Penalty: 1479.901978
	Iteration 0F: 2 clusters Score -846224.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -839698.500000 Penalty: 2959.803955
	Iteration 0F: 3 clusters Score -839698.5 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -841617.437500 Penalty: 2959.803955
	Iteration 1F: 3 clusters Score -841617.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -841910.312500 Penalty: 2959.803955
	Iteration 2F: 3 clusters Score -841910.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -842120.062500 Penalty: 2959.803955
	Iteration 3F: 3 clusters Score -842120.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -842286.875000 Penalty: 2959.803955
	Iteration 4Q: 3 clusters Score -842286.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -842453.125000 Penalty: 2959.803955
	Iteration 5Q: 3 clusters Score -842453.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -842579.062500 Penalty: 2959.803955
	Iteration 6Q: 3 clusters Score -842579.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -842683.125000 Penalty: 2959.803955
	Iteration 7Q: 3 clusters Score -842683.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -842790.937500 Penalty: 2959.803955
	Iteration 8Q: 3 clusters Score -842790.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -842876.375000 Penalty: 2959.803955
	Iteration 9Q: 3 clusters Score -842876.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -842963.750000 Penalty: 2959.803955
	Iteration 10Q: 3 clusters Score -842963.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -843037.437500 Penalty: 2959.803955
	Iteration 11Q: 3 clusters Score -843037.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -843116.000000 Penalty: 2959.803955
	Iteration 12Q: 3 clusters Score -843116 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -843189.875000 Penalty: 2959.803955
	Iteration 13Q: 3 clusters Score -843189.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -843268.687500 Penalty: 2959.803955
	Iteration 14Q: 3 clusters Score -843268.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -843347.187500 Penalty: 2959.803955
	Iteration 15Q: 3 clusters Score -843347.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -843431.125000 Penalty: 2959.803955
	Iteration 16Q: 3 clusters Score -843431.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -843526.750000 Penalty: 2959.803955
	Iteration 17Q: 3 clusters Score -843526.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -843626.062500 Penalty: 2959.803955
	Iteration 18Q: 3 clusters Score -843626.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -843702.437500 Penalty: 2959.803955
	Iteration 19Q: 3 clusters Score -843702.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -843774.312500 Penalty: 2959.803955
	Iteration 20F: 3 clusters Score -843774.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -843836.812500 Penalty: 2959.803955
	Iteration 21Q: 3 clusters Score -843836.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -843908.375000 Penalty: 2959.803955
	Iteration 22Q: 3 clusters Score -843908.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -843982.187500 Penalty: 2959.803955
	Iteration 23Q: 3 clusters Score -843982.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -844048.062500 Penalty: 2959.803955
	Iteration 24Q: 3 clusters Score -844048.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -844103.250000 Penalty: 2959.803955
	Iteration 25Q: 3 clusters Score -844103.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -844151.750000 Penalty: 2959.803955
	Iteration 26Q: 3 clusters Score -844151.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -844192.187500 Penalty: 2959.803955
	Iteration 27Q: 3 clusters Score -844192.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -844230.000000 Penalty: 2959.803955
	Iteration 28Q: 3 clusters Score -844230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -844264.062500 Penalty: 2959.803955
	Iteration 29Q: 3 clusters Score -844264.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -844301.500000 Penalty: 2959.803955
	Iteration 30Q: 3 clusters Score -844301.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -844342.437500 Penalty: 2959.803955
	Iteration 31Q: 3 clusters Score -844342.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -844375.375000 Penalty: 2959.803955
	Iteration 32Q: 3 clusters Score -844375.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -844396.812500 Penalty: 2959.803955
	Iteration 33Q: 3 clusters Score -844396.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -844416.500000 Penalty: 2959.803955
	Iteration 34Q: 3 clusters Score -844416.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -844435.250000 Penalty: 2959.803955
	Iteration 35Q: 3 clusters Score -844435.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -844450.312500 Penalty: 2959.803955
	Iteration 36Q: 3 clusters Score -844450.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -844469.312500 Penalty: 2959.803955
	Iteration 37Q: 3 clusters Score -844469.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -844487.375000 Penalty: 2959.803955
	Iteration 38Q: 3 clusters Score -844487.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -844506.875000 Penalty: 2959.803955
	Iteration 39Q: 3 clusters Score -844506.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -844530.437500 Penalty: 2959.803955
	Iteration 40F: 3 clusters Score -844530.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -844550.437500 Penalty: 2959.803955
	Iteration 41Q: 3 clusters Score -844550.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -844571.750000 Penalty: 2959.803955
	Iteration 42Q: 3 clusters Score -844571.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -844590.187500 Penalty: 2959.803955
	Iteration 43Q: 3 clusters Score -844590.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -844613.375000 Penalty: 2959.803955
	Iteration 44Q: 3 clusters Score -844613.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -844630.250000 Penalty: 2959.803955
	Iteration 45Q: 3 clusters Score -844630.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -844647.062500 Penalty: 2959.803955
	Iteration 46Q: 3 clusters Score -844647.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -844663.125000 Penalty: 2959.803955
	Iteration 47Q: 3 clusters Score -844663.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -844678.937500 Penalty: 2959.803955
	Iteration 48Q: 3 clusters Score -844678.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -844695.750000 Penalty: 2959.803955
	Iteration 49Q: 3 clusters Score -844695.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -844713.625000 Penalty: 2959.803955
	Iteration 50Q: 3 clusters Score -844713.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -844730.625000 Penalty: 2959.803955
	Iteration 51Q: 3 clusters Score -844730.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -844743.375000 Penalty: 2959.803955
	Iteration 52Q: 3 clusters Score -844743.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -844760.125000 Penalty: 2959.803955
	Iteration 53Q: 3 clusters Score -844760.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -844773.250000 Penalty: 2959.803955
	Iteration 54Q: 3 clusters Score -844773.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -844784.250000 Penalty: 2959.803955
	Iteration 55Q: 3 clusters Score -844784.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -844796.375000 Penalty: 2959.803955
	Iteration 56Q: 3 clusters Score -844796.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -844807.687500 Penalty: 2959.803955
	Iteration 57Q: 3 clusters Score -844807.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -844813.187500 Penalty: 2959.803955
	Iteration 58Q: 3 clusters Score -844813.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -844815.125000 Penalty: 2959.803955
	Iteration 59Q: 3 clusters Score -844815.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -844819.812500 Penalty: 2959.803955
	Iteration 60F: 3 clusters Score -844819.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -844822.062500 Penalty: 2959.803955
	Iteration 61Q: 3 clusters Score -844822.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -844825.812500 Penalty: 2959.803955
	Iteration 62Q: 3 clusters Score -844825.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -844827.812500 Penalty: 2959.803955
	Iteration 63Q: 3 clusters Score -844827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -844827.937500 Penalty: 2959.803955
	Iteration 64Q: 3 clusters Score -844827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -844828.875000 Penalty: 2959.803955
	Iteration 65Q: 3 clusters Score -844828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -844828.875000 Penalty: 2959.803955
	Iteration 66F: 3 clusters Score -844828.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Entering Unmasked Estep 
Score: -544777.625000 Penalty: 1406.104004
	Iteration 0F: 2 clusters Score -544777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -540365.312500 Penalty: 2812.208008
	Iteration 0F: 3 clusters Score -540365.3 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -541588.187500 Penalty: 2812.208008
	Iteration 1F: 3 clusters Score -541588.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -541810.812500 Penalty: 2812.208008
	Iteration 2F: 3 clusters Score -541810.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -541977.375000 Penalty: 2812.208008
	Iteration 3F: 3 clusters Score -541977.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -542108.125000 Penalty: 2812.208008
	Iteration 4Q: 3 clusters Score -542108.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -542226.562500 Penalty: 2812.208008
	Iteration 5Q: 3 clusters Score -542226.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -542323.312500 Penalty: 2812.208008
	Iteration 6Q: 3 clusters Score -542323.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -542403.000000 Penalty: 2812.208008
	Iteration 7Q: 3 clusters Score -542403 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -542462.375000 Penalty: 2812.208008
	Iteration 8Q: 3 clusters Score -542462.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -542517.500000 Penalty: 2812.208008
	Iteration 9Q: 3 clusters Score -542517.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -542586.875000 Penalty: 2812.208008
	Iteration 10Q: 3 clusters Score -542586.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -542664.750000 Penalty: 2812.208008
	Iteration 11Q: 3 clusters Score -542664.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -542756.875000 Penalty: 2812.208008
	Iteration 12Q: 3 clusters Score -542756.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -542832.750000 Penalty: 2812.208008
	Iteration 13Q: 3 clusters Score -542832.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -542899.937500 Penalty: 2812.208008
	Iteration 14Q: 3 clusters Score -542899.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -542957.000000 Penalty: 2812.208008
	Iteration 15Q: 3 clusters Score -542957 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -543011.125000 Penalty: 2812.208008
	Iteration 16Q: 3 clusters Score -543011.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -543068.250000 Penalty: 2812.208008
	Iteration 17Q: 3 clusters Score -543068.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -543137.000000 Penalty: 2812.208008
	Iteration 18Q: 3 clusters Score -543137 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -543191.250000 Penalty: 2812.208008
	Iteration 19Q: 3 clusters Score -543191.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -543247.750000 Penalty: 2812.208008
	Iteration 20F: 3 clusters Score -543247.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -543295.500000 Penalty: 2812.208008
	Iteration 21Q: 3 clusters Score -543295.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -543340.250000 Penalty: 2812.208008
	Iteration 22Q: 3 clusters Score -543340.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -543387.687500 Penalty: 2812.208008
	Iteration 23Q: 3 clusters Score -543387.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -543433.187500 Penalty: 2812.208008
	Iteration 24Q: 3 clusters Score -543433.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -543464.125000 Penalty: 2812.208008
	Iteration 25Q: 3 clusters Score -543464.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -543490.312500 Penalty: 2812.208008
	Iteration 26Q: 3 clusters Score -543490.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -543514.937500 Penalty: 2812.208008
	Iteration 27Q: 3 clusters Score -543514.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -543537.562500 Penalty: 2812.208008
	Iteration 28Q: 3 clusters Score -543537.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -543555.562500 Penalty: 2812.208008
	Iteration 29Q: 3 clusters Score -543555.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -543568.062500 Penalty: 2812.208008
	Iteration 30Q: 3 clusters Score -543568.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -543578.125000 Penalty: 2812.208008
	Iteration 31Q: 3 clusters Score -543578.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -543580.812500 Penalty: 2812.208008
	Iteration 32Q: 3 clusters Score -543580.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -543586.312500 Penalty: 2812.208008
	Iteration 33Q: 3 clusters Score -543586.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -543590.375000 Penalty: 2812.208008
	Iteration 34Q: 3 clusters Score -543590.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -543597.500000 Penalty: 2812.208008
	Iteration 35Q: 3 clusters Score -543597.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -543606.812500 Penalty: 2812.208008
	Iteration 36Q: 3 clusters Score -543606.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -543615.625000 Penalty: 2812.208008
	Iteration 37Q: 3 clusters Score -543615.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -543623.625000 Penalty: 2812.208008
	Iteration 38Q: 3 clusters Score -543623.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -543631.312500 Penalty: 2812.208008
	Iteration 39Q: 3 clusters Score -543631.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -543641.687500 Penalty: 2812.208008
	Iteration 40F: 3 clusters Score -543641.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -543650.937500 Penalty: 2812.208008
	Iteration 41Q: 3 clusters Score -543650.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -543655.250000 Penalty: 2812.208008
	Iteration 42Q: 3 clusters Score -543655.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -543659.125000 Penalty: 2812.208008
	Iteration 43Q: 3 clusters Score -543659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -543660.750000 Penalty: 2812.208008
	Iteration 44Q: 3 clusters Score -543660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -543662.500000 Penalty: 2812.208008
	Iteration 45Q: 3 clusters Score -543662.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -543662.937500 Penalty: 2812.208008
	Iteration 46Q: 3 clusters Score -543662.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -543664.437500 Penalty: 2812.208008
	Iteration 47Q: 3 clusters Score -543664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -543664.750000 Penalty: 2812.208008
	Iteration 48Q: 3 clusters Score -543664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -543664.750000 Penalty: 2812.208008
	Iteration 49Q: 3 clusters Score -543664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -543665.375000 Penalty: 2812.208008
	Iteration 50Q: 3 clusters Score -543665.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -543665.437500 Penalty: 2812.208008
	Iteration 51Q: 3 clusters Score -543665.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -543665.437500 Penalty: 2812.208008
	Iteration 52F: 3 clusters Score -543665.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -46709.566406 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -46709.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45624.363281 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -45624.36 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45780.246094 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -45780.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45825.312500 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -45825.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45849.847656 Penalty: 2024.265991
	Iteration 3Q: 3 clusters Score -45849.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45862.816406 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -45862.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45866.628906 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -45866.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45867.460938 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -45867.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45870.816406 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -45870.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45872.632812 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -45872.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45874.480469 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -45874.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -45875.292969 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -45875.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45876.640625 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -45876.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45876.640625 Penalty: 2024.265991
	Iteration 12F: 3 clusters Score -45876.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122290 members 
Entering Unmasked Estep 
Score: -11753577.000000 Penalty: 1903.549438
	Iteration 0F: 2 clusters Score -1.175358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -11671793.000000 Penalty: 3807.098877
	Iteration 0F: 3 clusters Score -1.167179e+07 nChanged 58872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -11706208.000000 Penalty: 3807.098877
	Iteration 1F: 3 clusters Score -1.170621e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -11707134.000000 Penalty: 3807.098877
	Iteration 2Q: 3 clusters Score -1.170713e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -11708860.000000 Penalty: 3807.098877
	Iteration 3Q: 3 clusters Score -1.170886e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -11711676.000000 Penalty: 3807.098877
	Iteration 4Q: 3 clusters Score -1.171168e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
Score: -11716422.000000 Penalty: 3807.098877
	Iteration 5F: 3 clusters Score -1.171642e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -11724294.000000 Penalty: 3807.098877
	Iteration 6F: 3 clusters Score -1.172429e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -11734169.000000 Penalty: 3807.098877
	Iteration 7F: 3 clusters Score -1.173417e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 111405 members 
Entering Unmasked Estep 
Score: -11742708.000000 Penalty: 3807.098877
	Iteration 8F: 3 clusters Score -1.174271e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -11747789.000000 Penalty: 3807.098877
	Iteration 9Q: 3 clusters Score -1.174779e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 119270 members 
Entering Unmasked Estep 
Score: -11750135.000000 Penalty: 3807.098877
	Iteration 10Q: 3 clusters Score -1.175014e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 120372 members 
Entering Unmasked Estep 
Score: -11751144.000000 Penalty: 3807.098877
	Iteration 11Q: 3 clusters Score -1.175114e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 120869 members 
Entering Unmasked Estep 
Score: -11751605.000000 Penalty: 3807.098877
	Iteration 12Q: 3 clusters Score -1.17516e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 121095 members 
Entering Unmasked Estep 
Score: -11751824.000000 Penalty: 3807.098877
	Iteration 13Q: 3 clusters Score -1.175182e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 121205 members 
Entering Unmasked Estep 
Score: -11751917.000000 Penalty: 3807.098877
	Iteration 14Q: 3 clusters Score -1.175192e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 121246 members 
Entering Unmasked Estep 
Score: -11751933.000000 Penalty: 3807.098877
	Iteration 15Q: 3 clusters Score -1.175193e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 121269 members 
Entering Unmasked Estep 
Score: -11751980.000000 Penalty: 3807.098877
	Iteration 16Q: 3 clusters Score -1.175198e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 121278 members 
Entering Unmasked Estep 
Score: -11751997.000000 Penalty: 3807.098877
	Iteration 17Q: 3 clusters Score -1.1752e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 121287 members 
Entering Unmasked Estep 
Score: -11752029.000000 Penalty: 3807.098877
	Iteration 18Q: 3 clusters Score -1.175203e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 121291 members 
Entering Unmasked Estep 
Score: -11752049.000000 Penalty: 3807.098877
	Iteration 19Q: 3 clusters Score -1.175205e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 121298 members 
Entering Unmasked Estep 
Score: -11752061.000000 Penalty: 3807.098877
	Iteration 20F: 3 clusters Score -1.175206e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 121311 members 
Entering Unmasked Estep 
Score: -11752073.000000 Penalty: 3807.098877
	Iteration 21Q: 3 clusters Score -1.175207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 121327 members 
Entering Unmasked Estep 
Score: -11752074.000000 Penalty: 3807.098877
	Iteration 22Q: 3 clusters Score -1.175207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 121334 members 
Entering Unmasked Estep 
Score: -11752084.000000 Penalty: 3807.098877
	Iteration 23Q: 3 clusters Score -1.175208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 121334 members 
Entering Unmasked Estep 
Score: -11752090.000000 Penalty: 3807.098877
	Iteration 24Q: 3 clusters Score -1.175209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 121340 members 
Entering Unmasked Estep 
Score: -11752096.000000 Penalty: 3807.098877
	Iteration 25Q: 3 clusters Score -1.17521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 121343 members 
Entering Unmasked Estep 
Score: -11752113.000000 Penalty: 3807.098877
	Iteration 26Q: 3 clusters Score -1.175211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 121347 members 
Entering Unmasked Estep 
Score: -11752113.000000 Penalty: 3807.098877
	Iteration 27Q: 3 clusters Score -1.175211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 121347 members 
Entering Unmasked Estep 
Score: -11752106.000000 Penalty: 3807.098877
	Iteration 28Q: 3 clusters Score -1.175211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -11752105.000000 Penalty: 3807.098877
	Iteration 29Q: 3 clusters Score -1.17521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -11752111.000000 Penalty: 3807.098877
	Iteration 30Q: 3 clusters Score -1.175211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 121352 members 
Entering Unmasked Estep 
Score: -11752110.000000 Penalty: 3807.098877
	Iteration 31Q: 3 clusters Score -1.175211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 121355 members 
Entering Unmasked Estep 
Score: -11752110.000000 Penalty: 3807.098877
	Iteration 32Q: 3 clusters Score -1.175211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -11752118.000000 Penalty: 3807.098877
	Iteration 33Q: 3 clusters Score -1.175212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 121359 members 
Entering Unmasked Estep 
Score: -11752116.000000 Penalty: 3807.098877
	Iteration 34Q: 3 clusters Score -1.175212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 121357 members 
Entering Unmasked Estep 
Score: -11752119.000000 Penalty: 3807.098877
	Iteration 35Q: 3 clusters Score -1.175212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 121356 members 
Entering Unmasked Estep 
Score: -11752124.000000 Penalty: 3807.098877
	Iteration 36Q: 3 clusters Score -1.175212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 121356 members 
Entering Unmasked Estep 
Score: -11752134.000000 Penalty: 3807.098877
	Iteration 37Q: 3 clusters Score -1.175213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 121356 members 
Entering Unmasked Estep 
Score: -11752131.000000 Penalty: 3807.098877
	Iteration 38Q: 3 clusters Score -1.175213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 121355 members 
Entering Unmasked Estep 
Score: -11752128.000000 Penalty: 3807.098877
	Iteration 39Q: 3 clusters Score -1.175213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 121357 members 
Entering Unmasked Estep 
Score: -11752127.000000 Penalty: 3807.098877
	Iteration 40F: 3 clusters Score -1.175213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 121357 members 
Entering Unmasked Estep 
Score: -11752130.000000 Penalty: 3807.098877
	Iteration 41Q: 3 clusters Score -1.175213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -11752135.000000 Penalty: 3807.098877
	Iteration 42Q: 3 clusters Score -1.175214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 121363 members 
Entering Unmasked Estep 
Score: -11752142.000000 Penalty: 3807.098877
	Iteration 43Q: 3 clusters Score -1.175214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 121369 members 
Entering Unmasked Estep 
Score: -11752145.000000 Penalty: 3807.098877
	Iteration 44Q: 3 clusters Score -1.175214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 121370 members 
Entering Unmasked Estep 
Score: -11752149.000000 Penalty: 3807.098877
	Iteration 45Q: 3 clusters Score -1.175215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 121371 members 
Entering Unmasked Estep 
Score: -11752141.000000 Penalty: 3807.098877
	Iteration 46Q: 3 clusters Score -1.175214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 121371 members 
Entering Unmasked Estep 
Score: -11752145.000000 Penalty: 3807.098877
	Iteration 47Q: 3 clusters Score -1.175214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 121370 members 
Entering Unmasked Estep 
Score: -11752146.000000 Penalty: 3807.098877
	Iteration 48Q: 3 clusters Score -1.175215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 121371 members 
Entering Unmasked Estep 
Score: -11752148.000000 Penalty: 3807.098877
	Iteration 49Q: 3 clusters Score -1.175215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 121371 members 
Entering Unmasked Estep 
Score: -11752150.000000 Penalty: 3807.098877
	Iteration 50Q: 3 clusters Score -1.175215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 121373 members 
Entering Unmasked Estep 
Score: -11752153.000000 Penalty: 3807.098877
	Iteration 51Q: 3 clusters Score -1.175215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 121375 members 
Entering Unmasked Estep 
Score: -11752149.000000 Penalty: 3807.098877
	Iteration 52Q: 3 clusters Score -1.175215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 121378 members 
Entering Unmasked Estep 
Score: -11752149.000000 Penalty: 3807.098877
	Iteration 53Q: 3 clusters Score -1.175215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 121376 members 
Entering Unmasked Estep 
Score: -11752154.000000 Penalty: 3807.098877
	Iteration 54Q: 3 clusters Score -1.175215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 121375 members 
Entering Unmasked Estep 
Score: -11752160.000000 Penalty: 3807.098877
	Iteration 55Q: 3 clusters Score -1.175216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 121374 members 
Entering Unmasked Estep 
Score: -11752168.000000 Penalty: 3807.098877
	Iteration 56Q: 3 clusters Score -1.175217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 121377 members 
Entering Unmasked Estep 
Score: -11752166.000000 Penalty: 3807.098877
	Iteration 57Q: 3 clusters Score -1.175217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 121375 members 
Entering Unmasked Estep 
Score: -11752172.000000 Penalty: 3807.098877
	Iteration 58Q: 3 clusters Score -1.175217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -11752160.000000 Penalty: 3807.098877
	Iteration 59Q: 3 clusters Score -1.175216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 121371 members 
Entering Unmasked Estep 
Score: -11752171.000000 Penalty: 3807.098877
	Iteration 60F: 3 clusters Score -1.175217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -11752165.000000 Penalty: 3807.098877
	Iteration 61Q: 3 clusters Score -1.175216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -11752165.000000 Penalty: 3807.098877
	Iteration 62F: 3 clusters Score -1.175216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Entering Unmasked Estep 
Score: -6465022.000000 Penalty: 1806.588013
	Iteration 0F: 2 clusters Score -6465022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -6419839.000000 Penalty: 3613.176025
	Iteration 0F: 3 clusters Score -6419839 nChanged 31992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -6438351.500000 Penalty: 3613.176025
	Iteration 1F: 3 clusters Score -6438352 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -6439568.500000 Penalty: 3613.176025
	Iteration 2Q: 3 clusters Score -6439568 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -6441557.500000 Penalty: 3613.176025
	Iteration 3F: 3 clusters Score -6441558 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -6445137.000000 Penalty: 3613.176025
	Iteration 4F: 3 clusters Score -6445137 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -6450409.000000 Penalty: 3613.176025
	Iteration 5F: 3 clusters Score -6450409 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -6456402.000000 Penalty: 3613.176025
	Iteration 6F: 3 clusters Score -6456402 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -6460743.000000 Penalty: 3613.176025
	Iteration 7F: 3 clusters Score -6460743 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -6462600.500000 Penalty: 3613.176025
	Iteration 8Q: 3 clusters Score -6462600 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -6463120.500000 Penalty: 3613.176025
	Iteration 9Q: 3 clusters Score -6463120 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -6463261.000000 Penalty: 3613.176025
	Iteration 10Q: 3 clusters Score -6463261 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -6463350.000000 Penalty: 3613.176025
	Iteration 11Q: 3 clusters Score -6463350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -6463399.500000 Penalty: 3613.176025
	Iteration 12Q: 3 clusters Score -6463400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -6463418.000000 Penalty: 3613.176025
	Iteration 13Q: 3 clusters Score -6463418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -6463428.500000 Penalty: 3613.176025
	Iteration 14Q: 3 clusters Score -6463428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -6463436.500000 Penalty: 3613.176025
	Iteration 15Q: 3 clusters Score -6463436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -6463437.000000 Penalty: 3613.176025
	Iteration 16Q: 3 clusters Score -6463437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -6463440.500000 Penalty: 3613.176025
	Iteration 17Q: 3 clusters Score -6463440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -6463440.500000 Penalty: 3613.176025
	Iteration 18F: 3 clusters Score -6463440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -609283.937500 Penalty: 1420.564575
	Iteration 0F: 2 clusters Score -609283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -604501.625000 Penalty: 2841.129150
	Iteration 0F: 3 clusters Score -604501.6 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -605858.250000 Penalty: 2841.129150
	Iteration 1F: 3 clusters Score -605858.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -606049.875000 Penalty: 2841.129150
	Iteration 2F: 3 clusters Score -606049.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -606171.875000 Penalty: 2841.129150
	Iteration 3Q: 3 clusters Score -606171.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -606288.750000 Penalty: 2841.129150
	Iteration 4Q: 3 clusters Score -606288.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -606412.437500 Penalty: 2841.129150
	Iteration 5Q: 3 clusters Score -606412.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -606552.000000 Penalty: 2841.129150
	Iteration 6Q: 3 clusters Score -606552 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -606729.750000 Penalty: 2841.129150
	Iteration 7Q: 3 clusters Score -606729.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -606939.437500 Penalty: 2841.129150
	Iteration 8Q: 3 clusters Score -606939.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -607186.562500 Penalty: 2841.129150
	Iteration 9Q: 3 clusters Score -607186.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -607407.062500 Penalty: 2841.129150
	Iteration 10Q: 3 clusters Score -607407.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -607597.750000 Penalty: 2841.129150
	Iteration 11Q: 3 clusters Score -607597.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -607736.562500 Penalty: 2841.129150
	Iteration 12Q: 3 clusters Score -607736.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -607834.625000 Penalty: 2841.129150
	Iteration 13Q: 3 clusters Score -607834.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -607923.625000 Penalty: 2841.129150
	Iteration 14Q: 3 clusters Score -607923.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -607983.750000 Penalty: 2841.129150
	Iteration 15Q: 3 clusters Score -607983.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -608034.187500 Penalty: 2841.129150
	Iteration 16Q: 3 clusters Score -608034.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -608069.937500 Penalty: 2841.129150
	Iteration 17Q: 3 clusters Score -608069.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -608087.125000 Penalty: 2841.129150
	Iteration 18Q: 3 clusters Score -608087.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -608096.250000 Penalty: 2841.129150
	Iteration 19Q: 3 clusters Score -608096.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -608105.000000 Penalty: 2841.129150
	Iteration 20F: 3 clusters Score -608105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -608108.000000 Penalty: 2841.129150
	Iteration 21Q: 3 clusters Score -608108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -608109.500000 Penalty: 2841.129150
	Iteration 22Q: 3 clusters Score -608109.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -608109.750000 Penalty: 2841.129150
	Iteration 23Q: 3 clusters Score -608109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -608109.750000 Penalty: 2841.129150
	Iteration 24F: 3 clusters Score -608109.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Entering Unmasked Estep 
Score: -2032365.250000 Penalty: 1617.012939
	Iteration 0F: 2 clusters Score -2032365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2018095.000000 Penalty: 3234.025879
	Iteration 0F: 3 clusters Score -2018095 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2023459.750000 Penalty: 3234.025879
	Iteration 1F: 3 clusters Score -2023460 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2023945.125000 Penalty: 3234.025879
	Iteration 2F: 3 clusters Score -2023945 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2024390.625000 Penalty: 3234.025879
	Iteration 3F: 3 clusters Score -2024391 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2024825.875000 Penalty: 3234.025879
	Iteration 4Q: 3 clusters Score -2024826 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2025291.500000 Penalty: 3234.025879
	Iteration 5Q: 3 clusters Score -2025292 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2025744.375000 Penalty: 3234.025879
	Iteration 6Q: 3 clusters Score -2025744 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2026179.375000 Penalty: 3234.025879
	Iteration 7Q: 3 clusters Score -2026179 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2026639.750000 Penalty: 3234.025879
	Iteration 8Q: 3 clusters Score -2026640 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2027105.625000 Penalty: 3234.025879
	Iteration 9Q: 3 clusters Score -2027106 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2027558.125000 Penalty: 3234.025879
	Iteration 10Q: 3 clusters Score -2027558 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2027951.750000 Penalty: 3234.025879
	Iteration 11Q: 3 clusters Score -2027952 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2028233.125000 Penalty: 3234.025879
	Iteration 12Q: 3 clusters Score -2028233 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2028402.750000 Penalty: 3234.025879
	Iteration 13Q: 3 clusters Score -2028403 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2028531.750000 Penalty: 3234.025879
	Iteration 14Q: 3 clusters Score -2028532 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2028619.750000 Penalty: 3234.025879
	Iteration 15Q: 3 clusters Score -2028620 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2028704.000000 Penalty: 3234.025879
	Iteration 16Q: 3 clusters Score -2028704 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2028766.500000 Penalty: 3234.025879
	Iteration 17Q: 3 clusters Score -2028766 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2028809.500000 Penalty: 3234.025879
	Iteration 18Q: 3 clusters Score -2028810 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2028862.625000 Penalty: 3234.025879
	Iteration 19Q: 3 clusters Score -2028863 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2028909.250000 Penalty: 3234.025879
	Iteration 20F: 3 clusters Score -2028909 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2028957.000000 Penalty: 3234.025879
	Iteration 21Q: 3 clusters Score -2028957 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2029004.125000 Penalty: 3234.025879
	Iteration 22Q: 3 clusters Score -2029004 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2029056.875000 Penalty: 3234.025879
	Iteration 23Q: 3 clusters Score -2029057 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2029111.875000 Penalty: 3234.025879
	Iteration 24Q: 3 clusters Score -2029112 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2029158.375000 Penalty: 3234.025879
	Iteration 25Q: 3 clusters Score -2029158 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2029228.500000 Penalty: 3234.025879
	Iteration 26Q: 3 clusters Score -2029228 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2029290.125000 Penalty: 3234.025879
	Iteration 27Q: 3 clusters Score -2029290 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2029347.000000 Penalty: 3234.025879
	Iteration 28Q: 3 clusters Score -2029347 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2029397.875000 Penalty: 3234.025879
	Iteration 29Q: 3 clusters Score -2029398 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2029461.000000 Penalty: 3234.025879
	Iteration 30Q: 3 clusters Score -2029461 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2029524.750000 Penalty: 3234.025879
	Iteration 31Q: 3 clusters Score -2029525 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2029608.625000 Penalty: 3234.025879
	Iteration 32Q: 3 clusters Score -2029609 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2029688.500000 Penalty: 3234.025879
	Iteration 33Q: 3 clusters Score -2029688 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2029752.000000 Penalty: 3234.025879
	Iteration 34Q: 3 clusters Score -2029752 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2029825.250000 Penalty: 3234.025879
	Iteration 35Q: 3 clusters Score -2029825 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2029905.375000 Penalty: 3234.025879
	Iteration 36Q: 3 clusters Score -2029905 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2029969.375000 Penalty: 3234.025879
	Iteration 37Q: 3 clusters Score -2029969 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2030030.875000 Penalty: 3234.025879
	Iteration 38Q: 3 clusters Score -2030031 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2030097.250000 Penalty: 3234.025879
	Iteration 39Q: 3 clusters Score -2030097 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2030144.500000 Penalty: 3234.025879
	Iteration 40F: 3 clusters Score -2030144 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2030190.250000 Penalty: 3234.025879
	Iteration 41Q: 3 clusters Score -2030190 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2030248.000000 Penalty: 3234.025879
	Iteration 42Q: 3 clusters Score -2030248 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2030311.750000 Penalty: 3234.025879
	Iteration 43Q: 3 clusters Score -2030312 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2030367.625000 Penalty: 3234.025879
	Iteration 44Q: 3 clusters Score -2030368 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2030407.375000 Penalty: 3234.025879
	Iteration 45Q: 3 clusters Score -2030407 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2030456.375000 Penalty: 3234.025879
	Iteration 46Q: 3 clusters Score -2030456 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2030508.250000 Penalty: 3234.025879
	Iteration 47Q: 3 clusters Score -2030508 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2030552.625000 Penalty: 3234.025879
	Iteration 48Q: 3 clusters Score -2030553 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2030585.500000 Penalty: 3234.025879
	Iteration 49Q: 3 clusters Score -2030586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2030618.500000 Penalty: 3234.025879
	Iteration 50Q: 3 clusters Score -2030618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2030649.000000 Penalty: 3234.025879
	Iteration 51Q: 3 clusters Score -2030649 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2030679.500000 Penalty: 3234.025879
	Iteration 52Q: 3 clusters Score -2030680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2030714.000000 Penalty: 3234.025879
	Iteration 53Q: 3 clusters Score -2030714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2030738.250000 Penalty: 3234.025879
	Iteration 54Q: 3 clusters Score -2030738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2030754.125000 Penalty: 3234.025879
	Iteration 55Q: 3 clusters Score -2030754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2030775.875000 Penalty: 3234.025879
	Iteration 56Q: 3 clusters Score -2030776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2030791.500000 Penalty: 3234.025879
	Iteration 57Q: 3 clusters Score -2030792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2030811.250000 Penalty: 3234.025879
	Iteration 58Q: 3 clusters Score -2030811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2030834.250000 Penalty: 3234.025879
	Iteration 59Q: 3 clusters Score -2030834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2030834.250000 Penalty: 3234.025879
	Iteration 60F: 3 clusters Score -2030834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2030843.500000 Penalty: 3234.025879
	Iteration 61Q: 3 clusters Score -2030844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2030849.125000 Penalty: 3234.025879
	Iteration 62Q: 3 clusters Score -2030849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2030853.250000 Penalty: 3234.025879
	Iteration 63Q: 3 clusters Score -2030853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2030860.250000 Penalty: 3234.025879
	Iteration 64Q: 3 clusters Score -2030860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2030874.500000 Penalty: 3234.025879
	Iteration 65Q: 3 clusters Score -2030874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2030883.375000 Penalty: 3234.025879
	Iteration 66Q: 3 clusters Score -2030883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2030890.875000 Penalty: 3234.025879
	Iteration 67Q: 3 clusters Score -2030891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2030896.375000 Penalty: 3234.025879
	Iteration 68Q: 3 clusters Score -2030896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2030903.125000 Penalty: 3234.025879
	Iteration 69Q: 3 clusters Score -2030903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2030909.750000 Penalty: 3234.025879
	Iteration 70Q: 3 clusters Score -2030910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2030913.000000 Penalty: 3234.025879
	Iteration 71Q: 3 clusters Score -2030913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2030918.125000 Penalty: 3234.025879
	Iteration 72Q: 3 clusters Score -2030918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2030922.875000 Penalty: 3234.025879
	Iteration 73Q: 3 clusters Score -2030923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2030929.875000 Penalty: 3234.025879
	Iteration 74Q: 3 clusters Score -2030930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2030936.500000 Penalty: 3234.025879
	Iteration 75Q: 3 clusters Score -2030936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2030940.375000 Penalty: 3234.025879
	Iteration 76Q: 3 clusters Score -2030940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2030946.750000 Penalty: 3234.025879
	Iteration 77Q: 3 clusters Score -2030947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2030952.125000 Penalty: 3234.025879
	Iteration 78Q: 3 clusters Score -2030952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2030952.375000 Penalty: 3234.025879
	Iteration 79Q: 3 clusters Score -2030952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2030952.625000 Penalty: 3234.025879
	Iteration 80F: 3 clusters Score -2030953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2030953.250000 Penalty: 3234.025879
	Iteration 81Q: 3 clusters Score -2030953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2030958.875000 Penalty: 3234.025879
	Iteration 82Q: 3 clusters Score -2030959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2030964.125000 Penalty: 3234.025879
	Iteration 83Q: 3 clusters Score -2030964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2030963.375000 Penalty: 3234.025879
	Iteration 84Q: 3 clusters Score -2030963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2030962.375000 Penalty: 3234.025879
	Iteration 85Q: 3 clusters Score -2030962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2030966.125000 Penalty: 3234.025879
	Iteration 86Q: 3 clusters Score -2030966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2030968.250000 Penalty: 3234.025879
	Iteration 87Q: 3 clusters Score -2030968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2030970.125000 Penalty: 3234.025879
	Iteration 88Q: 3 clusters Score -2030970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2030973.500000 Penalty: 3234.025879
	Iteration 89Q: 3 clusters Score -2030974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2030978.000000 Penalty: 3234.025879
	Iteration 90Q: 3 clusters Score -2030978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2030978.125000 Penalty: 3234.025879
	Iteration 91Q: 3 clusters Score -2030978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2030981.250000 Penalty: 3234.025879
	Iteration 92Q: 3 clusters Score -2030981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2030981.250000 Penalty: 3234.025879
	Iteration 93F: 3 clusters Score -2030981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Entering Unmasked Estep 
Score: -4240294.500000 Penalty: 1736.849121
	Iteration 0F: 2 clusters Score -4240294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -4211083.000000 Penalty: 3473.698242
	Iteration 0F: 3 clusters Score -4211083 nChanged 20468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -4222511.500000 Penalty: 3473.698242
	Iteration 1F: 3 clusters Score -4222512 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4222937.500000 Penalty: 3473.698242
	Iteration 2Q: 3 clusters Score -4222938 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -4223310.500000 Penalty: 3473.698242
	Iteration 3Q: 3 clusters Score -4223310 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -4223733.000000 Penalty: 3473.698242
	Iteration 4Q: 3 clusters Score -4223733 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -4224366.500000 Penalty: 3473.698242
	Iteration 5Q: 3 clusters Score -4224366 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -4225255.000000 Penalty: 3473.698242
	Iteration 6Q: 3 clusters Score -4225255 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -4226665.500000 Penalty: 3473.698242
	Iteration 7F: 3 clusters Score -4226666 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -4228686.000000 Penalty: 3473.698242
	Iteration 8F: 3 clusters Score -4228686 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -4231212.500000 Penalty: 3473.698242
	Iteration 9F: 3 clusters Score -4231212 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -4233677.000000 Penalty: 3473.698242
	Iteration 10F: 3 clusters Score -4233677 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -4235670.500000 Penalty: 3473.698242
	Iteration 11F: 3 clusters Score -4235670 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -4237031.000000 Penalty: 3473.698242
	Iteration 12Q: 3 clusters Score -4237031 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -4237900.500000 Penalty: 3473.698242
	Iteration 13Q: 3 clusters Score -4237900 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -4238334.000000 Penalty: 3473.698242
	Iteration 14Q: 3 clusters Score -4238334 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -4238553.500000 Penalty: 3473.698242
	Iteration 15Q: 3 clusters Score -4238554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -4238674.000000 Penalty: 3473.698242
	Iteration 16Q: 3 clusters Score -4238674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -4238732.000000 Penalty: 3473.698242
	Iteration 17Q: 3 clusters Score -4238732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -4238774.500000 Penalty: 3473.698242
	Iteration 18Q: 3 clusters Score -4238774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -4238788.500000 Penalty: 3473.698242
	Iteration 19Q: 3 clusters Score -4238788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -4238812.000000 Penalty: 3473.698242
	Iteration 20F: 3 clusters Score -4238812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -4238851.000000 Penalty: 3473.698242
	Iteration 21Q: 3 clusters Score -4238851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -4238867.000000 Penalty: 3473.698242
	Iteration 22Q: 3 clusters Score -4238867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -4238880.500000 Penalty: 3473.698242
	Iteration 23Q: 3 clusters Score -4238880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -4238896.000000 Penalty: 3473.698242
	Iteration 24Q: 3 clusters Score -4238896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -4238901.500000 Penalty: 3473.698242
	Iteration 25Q: 3 clusters Score -4238902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -4238913.500000 Penalty: 3473.698242
	Iteration 26Q: 3 clusters Score -4238914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -4238914.000000 Penalty: 3473.698242
	Iteration 27Q: 3 clusters Score -4238914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -4238912.000000 Penalty: 3473.698242
	Iteration 28Q: 3 clusters Score -4238912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -4238919.000000 Penalty: 3473.698242
	Iteration 29Q: 3 clusters Score -4238919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -4238923.500000 Penalty: 3473.698242
	Iteration 30Q: 3 clusters Score -4238924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -4238930.000000 Penalty: 3473.698242
	Iteration 31Q: 3 clusters Score -4238930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -4238927.500000 Penalty: 3473.698242
	Iteration 32Q: 3 clusters Score -4238928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -4238931.500000 Penalty: 3473.698242
	Iteration 33Q: 3 clusters Score -4238932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -4238930.500000 Penalty: 3473.698242
	Iteration 34Q: 3 clusters Score -4238930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -4238936.000000 Penalty: 3473.698242
	Iteration 35Q: 3 clusters Score -4238936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -4238934.500000 Penalty: 3473.698242
	Iteration 36Q: 3 clusters Score -4238934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -4238939.500000 Penalty: 3473.698242
	Iteration 37Q: 3 clusters Score -4238940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -4238941.000000 Penalty: 3473.698242
	Iteration 38Q: 3 clusters Score -4238941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -4238945.500000 Penalty: 3473.698242
	Iteration 39Q: 3 clusters Score -4238946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -4238945.000000 Penalty: 3473.698242
	Iteration 40F: 3 clusters Score -4238945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Entering Unmasked Estep 
Score: -445766.187500 Penalty: 1374.748047
	Iteration 0F: 2 clusters Score -445766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -441957.125000 Penalty: 2749.496094
	Iteration 0F: 3 clusters Score -441957.1 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -442961.781250 Penalty: 2749.496094
	Iteration 1F: 3 clusters Score -442961.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -443142.875000 Penalty: 2749.496094
	Iteration 2F: 3 clusters Score -443142.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -443267.218750 Penalty: 2749.496094
	Iteration 3F: 3 clusters Score -443267.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -443372.750000 Penalty: 2749.496094
	Iteration 4Q: 3 clusters Score -443372.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -443488.593750 Penalty: 2749.496094
	Iteration 5Q: 3 clusters Score -443488.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -443611.093750 Penalty: 2749.496094
	Iteration 6Q: 3 clusters Score -443611.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -443743.687500 Penalty: 2749.496094
	Iteration 7Q: 3 clusters Score -443743.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -443880.812500 Penalty: 2749.496094
	Iteration 8Q: 3 clusters Score -443880.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -444036.062500 Penalty: 2749.496094
	Iteration 9Q: 3 clusters Score -444036.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -444170.187500 Penalty: 2749.496094
	Iteration 10Q: 3 clusters Score -444170.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -444275.656250 Penalty: 2749.496094
	Iteration 11Q: 3 clusters Score -444275.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -444384.593750 Penalty: 2749.496094
	Iteration 12Q: 3 clusters Score -444384.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -444531.562500 Penalty: 2749.496094
	Iteration 13Q: 3 clusters Score -444531.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -444735.000000 Penalty: 2749.496094
	Iteration 14Q: 3 clusters Score -444735 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -445035.468750 Penalty: 2749.496094
	Iteration 15Q: 3 clusters Score -445035.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -445270.187500 Penalty: 2749.496094
	Iteration 16Q: 3 clusters Score -445270.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -445395.187500 Penalty: 2749.496094
	Iteration 17Q: 3 clusters Score -445395.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -445478.250000 Penalty: 2749.496094
	Iteration 18Q: 3 clusters Score -445478.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -445558.281250 Penalty: 2749.496094
	Iteration 19Q: 3 clusters Score -445558.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -445641.062500 Penalty: 2749.496094
	Iteration 20F: 3 clusters Score -445641.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -445730.375000 Penalty: 2749.496094
	Iteration 21Q: 3 clusters Score -445730.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -445831.843750 Penalty: 2749.496094
	Iteration 22Q: 3 clusters Score -445831.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -445936.531250 Penalty: 2749.496094
	Iteration 23Q: 3 clusters Score -445936.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -446053.875000 Penalty: 2749.496094
	Iteration 24Q: 3 clusters Score -446053.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -446142.250000 Penalty: 2749.496094
	Iteration 25Q: 3 clusters Score -446142.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -446176.625000 Penalty: 2749.496094
	Iteration 26Q: 3 clusters Score -446176.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -446190.000000 Penalty: 2749.496094
	Iteration 27Q: 3 clusters Score -446190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -446197.187500 Penalty: 2749.496094
	Iteration 28Q: 3 clusters Score -446197.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -446201.500000 Penalty: 2749.496094
	Iteration 29Q: 3 clusters Score -446201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -446204.093750 Penalty: 2749.496094
	Iteration 30Q: 3 clusters Score -446204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -446205.218750 Penalty: 2749.496094
	Iteration 31Q: 3 clusters Score -446205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -446205.062500 Penalty: 2749.496094
	Iteration 32Q: 3 clusters Score -446205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -446205.406250 Penalty: 2749.496094
	Iteration 33Q: 3 clusters Score -446205.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -446205.937500 Penalty: 2749.496094
	Iteration 34Q: 3 clusters Score -446205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -446205.687500 Penalty: 2749.496094
	Iteration 35Q: 3 clusters Score -446205.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -446208.000000 Penalty: 2749.496094
	Iteration 36F: 3 clusters Score -446208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -446209.468750 Penalty: 2749.496094
	Iteration 37Q: 3 clusters Score -446209.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -446208.968750 Penalty: 2749.496094
	Iteration 38Q: 3 clusters Score -446209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -446208.968750 Penalty: 2749.496094
	Iteration 39F: 3 clusters Score -446209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9019 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67337 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43840 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19656 members 
Mstep: Class 13 contains 26394 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15943 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Mstep: Class 27 contains 2320 members 
Entering Unmasked Estep 
Score: -44839252.000000 Penalty: 57404.140625
Splitting cluster 10 changes total score from -44839572.000000 to -44839252.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Entering Unmasked Estep 
Score: -1089853.625000 Penalty: 1516.641357
	Iteration 0F: 2 clusters Score -1089854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1081864.500000 Penalty: 3033.282715
	Iteration 0F: 3 clusters Score -1081864 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1084582.375000 Penalty: 3033.282715
	Iteration 1F: 3 clusters Score -1084582 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1084794.875000 Penalty: 3033.282715
	Iteration 2F: 3 clusters Score -1084795 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1084929.625000 Penalty: 3033.282715
	Iteration 3Q: 3 clusters Score -1084930 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1085045.375000 Penalty: 3033.282715
	Iteration 4Q: 3 clusters Score -1085045 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1085142.125000 Penalty: 3033.282715
	Iteration 5Q: 3 clusters Score -1085142 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1085243.000000 Penalty: 3033.282715
	Iteration 6Q: 3 clusters Score -1085243 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1085337.875000 Penalty: 3033.282715
	Iteration 7Q: 3 clusters Score -1085338 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1085421.000000 Penalty: 3033.282715
	Iteration 8Q: 3 clusters Score -1085421 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1085516.750000 Penalty: 3033.282715
	Iteration 9Q: 3 clusters Score -1085517 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1085628.875000 Penalty: 3033.282715
	Iteration 10Q: 3 clusters Score -1085629 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1085755.125000 Penalty: 3033.282715
	Iteration 11Q: 3 clusters Score -1085755 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1085907.250000 Penalty: 3033.282715
	Iteration 12Q: 3 clusters Score -1085907 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1086080.500000 Penalty: 3033.282715
	Iteration 13Q: 3 clusters Score -1086080 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1086302.125000 Penalty: 3033.282715
	Iteration 14Q: 3 clusters Score -1086302 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1086598.000000 Penalty: 3033.282715
	Iteration 15Q: 3 clusters Score -1086598 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1086957.125000 Penalty: 3033.282715
	Iteration 16Q: 3 clusters Score -1086957 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1087380.625000 Penalty: 3033.282715
	Iteration 17Q: 3 clusters Score -1087381 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1087769.750000 Penalty: 3033.282715
	Iteration 18Q: 3 clusters Score -1087770 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1088024.875000 Penalty: 3033.282715
	Iteration 19Q: 3 clusters Score -1088025 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1088196.125000 Penalty: 3033.282715
	Iteration 20F: 3 clusters Score -1088196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1088322.125000 Penalty: 3033.282715
	Iteration 21Q: 3 clusters Score -1088322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1088382.250000 Penalty: 3033.282715
	Iteration 22Q: 3 clusters Score -1088382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1088411.500000 Penalty: 3033.282715
	Iteration 23Q: 3 clusters Score -1088412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1088447.625000 Penalty: 3033.282715
	Iteration 24Q: 3 clusters Score -1088448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1088481.000000 Penalty: 3033.282715
	Iteration 25Q: 3 clusters Score -1088481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1088495.375000 Penalty: 3033.282715
	Iteration 26Q: 3 clusters Score -1088495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1088500.375000 Penalty: 3033.282715
	Iteration 27Q: 3 clusters Score -1088500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1088508.500000 Penalty: 3033.282715
	Iteration 28Q: 3 clusters Score -1088508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1088509.500000 Penalty: 3033.282715
	Iteration 29Q: 3 clusters Score -1088510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1088510.250000 Penalty: 3033.282715
	Iteration 30Q: 3 clusters Score -1088510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1088510.625000 Penalty: 3033.282715
	Iteration 31Q: 3 clusters Score -1088511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1088514.875000 Penalty: 3033.282715
	Iteration 32Q: 3 clusters Score -1088515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1088517.000000 Penalty: 3033.282715
	Iteration 33Q: 3 clusters Score -1088517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1088520.625000 Penalty: 3033.282715
	Iteration 34Q: 3 clusters Score -1088521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1088522.625000 Penalty: 3033.282715
	Iteration 35Q: 3 clusters Score -1088523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1088525.875000 Penalty: 3033.282715
	Iteration 36Q: 3 clusters Score -1088526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1088529.000000 Penalty: 3033.282715
	Iteration 37Q: 3 clusters Score -1088529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1088531.125000 Penalty: 3033.282715
	Iteration 38Q: 3 clusters Score -1088531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1088532.875000 Penalty: 3033.282715
	Iteration 39Q: 3 clusters Score -1088533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1088537.000000 Penalty: 3033.282715
	Iteration 40F: 3 clusters Score -1088537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1088540.250000 Penalty: 3033.282715
	Iteration 41Q: 3 clusters Score -1088540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1088543.000000 Penalty: 3033.282715
	Iteration 42Q: 3 clusters Score -1088543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1088545.750000 Penalty: 3033.282715
	Iteration 43Q: 3 clusters Score -1088546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1088546.750000 Penalty: 3033.282715
	Iteration 44Q: 3 clusters Score -1088547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1088547.625000 Penalty: 3033.282715
	Iteration 45Q: 3 clusters Score -1088548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1088547.625000 Penalty: 3033.282715
	Iteration 46F: 3 clusters Score -1088548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Entering Unmasked Estep 
Score: -1849939.875000 Penalty: 1606.497437
	Iteration 0F: 2 clusters Score -1849940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1836429.500000 Penalty: 3212.994873
	Iteration 0F: 3 clusters Score -1836430 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1841215.250000 Penalty: 3212.994873
	Iteration 1F: 3 clusters Score -1841215 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1841672.750000 Penalty: 3212.994873
	Iteration 2F: 3 clusters Score -1841673 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1842223.625000 Penalty: 3212.994873
	Iteration 3F: 3 clusters Score -1842224 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1842897.000000 Penalty: 3212.994873
	Iteration 4F: 3 clusters Score -1842897 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1843626.875000 Penalty: 3212.994873
	Iteration 5F: 3 clusters Score -1843627 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1844374.750000 Penalty: 3212.994873
	Iteration 6F: 3 clusters Score -1844375 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1845021.750000 Penalty: 3212.994873
	Iteration 7F: 3 clusters Score -1845022 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1845654.375000 Penalty: 3212.994873
	Iteration 8F: 3 clusters Score -1845654 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1846256.375000 Penalty: 3212.994873
	Iteration 9Q: 3 clusters Score -1846256 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1846697.875000 Penalty: 3212.994873
	Iteration 10Q: 3 clusters Score -1846698 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1847004.125000 Penalty: 3212.994873
	Iteration 11Q: 3 clusters Score -1847004 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1847211.875000 Penalty: 3212.994873
	Iteration 12Q: 3 clusters Score -1847212 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1847348.625000 Penalty: 3212.994873
	Iteration 13Q: 3 clusters Score -1847349 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1847450.625000 Penalty: 3212.994873
	Iteration 14Q: 3 clusters Score -1847451 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1847517.500000 Penalty: 3212.994873
	Iteration 15Q: 3 clusters Score -1847518 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1847570.500000 Penalty: 3212.994873
	Iteration 16Q: 3 clusters Score -1847570 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1847632.250000 Penalty: 3212.994873
	Iteration 17Q: 3 clusters Score -1847632 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1847697.750000 Penalty: 3212.994873
	Iteration 18Q: 3 clusters Score -1847698 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1847752.000000 Penalty: 3212.994873
	Iteration 19Q: 3 clusters Score -1847752 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1847787.625000 Penalty: 3212.994873
	Iteration 20F: 3 clusters Score -1847788 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1847818.375000 Penalty: 3212.994873
	Iteration 21Q: 3 clusters Score -1847818 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1847848.000000 Penalty: 3212.994873
	Iteration 22Q: 3 clusters Score -1847848 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1847879.500000 Penalty: 3212.994873
	Iteration 23Q: 3 clusters Score -1847880 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1847907.250000 Penalty: 3212.994873
	Iteration 24Q: 3 clusters Score -1847907 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1847933.125000 Penalty: 3212.994873
	Iteration 25Q: 3 clusters Score -1847933 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1847958.500000 Penalty: 3212.994873
	Iteration 26Q: 3 clusters Score -1847958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1847999.375000 Penalty: 3212.994873
	Iteration 27Q: 3 clusters Score -1847999 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1848047.125000 Penalty: 3212.994873
	Iteration 28Q: 3 clusters Score -1848047 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1848089.375000 Penalty: 3212.994873
	Iteration 29Q: 3 clusters Score -1848089 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1848137.625000 Penalty: 3212.994873
	Iteration 30Q: 3 clusters Score -1848138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1848177.500000 Penalty: 3212.994873
	Iteration 31Q: 3 clusters Score -1848178 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1848208.750000 Penalty: 3212.994873
	Iteration 32Q: 3 clusters Score -1848209 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1848239.125000 Penalty: 3212.994873
	Iteration 33Q: 3 clusters Score -1848239 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1848274.750000 Penalty: 3212.994873
	Iteration 34Q: 3 clusters Score -1848275 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1848302.875000 Penalty: 3212.994873
	Iteration 35Q: 3 clusters Score -1848303 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1848321.625000 Penalty: 3212.994873
	Iteration 36Q: 3 clusters Score -1848322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1848335.250000 Penalty: 3212.994873
	Iteration 37Q: 3 clusters Score -1848335 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1848343.000000 Penalty: 3212.994873
	Iteration 38Q: 3 clusters Score -1848343 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1848358.500000 Penalty: 3212.994873
	Iteration 39Q: 3 clusters Score -1848358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1848375.750000 Penalty: 3212.994873
	Iteration 40F: 3 clusters Score -1848376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1848396.500000 Penalty: 3212.994873
	Iteration 41Q: 3 clusters Score -1848396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1848410.375000 Penalty: 3212.994873
	Iteration 42Q: 3 clusters Score -1848410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1848422.750000 Penalty: 3212.994873
	Iteration 43Q: 3 clusters Score -1848423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1848445.000000 Penalty: 3212.994873
	Iteration 44Q: 3 clusters Score -1848445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1848473.625000 Penalty: 3212.994873
	Iteration 45Q: 3 clusters Score -1848474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1848496.875000 Penalty: 3212.994873
	Iteration 46Q: 3 clusters Score -1848497 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1848525.125000 Penalty: 3212.994873
	Iteration 47Q: 3 clusters Score -1848525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1848541.000000 Penalty: 3212.994873
	Iteration 48Q: 3 clusters Score -1848541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1848557.875000 Penalty: 3212.994873
	Iteration 49Q: 3 clusters Score -1848558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1848585.625000 Penalty: 3212.994873
	Iteration 50Q: 3 clusters Score -1848586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1848590.375000 Penalty: 3212.994873
	Iteration 51Q: 3 clusters Score -1848590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1848606.875000 Penalty: 3212.994873
	Iteration 52Q: 3 clusters Score -1848607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1848622.125000 Penalty: 3212.994873
	Iteration 53Q: 3 clusters Score -1848622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1848638.125000 Penalty: 3212.994873
	Iteration 54Q: 3 clusters Score -1848638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1848659.625000 Penalty: 3212.994873
	Iteration 55Q: 3 clusters Score -1848660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1848679.875000 Penalty: 3212.994873
	Iteration 56Q: 3 clusters Score -1848680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1848689.375000 Penalty: 3212.994873
	Iteration 57Q: 3 clusters Score -1848689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1848705.625000 Penalty: 3212.994873
	Iteration 58Q: 3 clusters Score -1848706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1848722.500000 Penalty: 3212.994873
	Iteration 59Q: 3 clusters Score -1848722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1848740.625000 Penalty: 3212.994873
	Iteration 60F: 3 clusters Score -1848741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1848752.125000 Penalty: 3212.994873
	Iteration 61Q: 3 clusters Score -1848752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1848772.125000 Penalty: 3212.994873
	Iteration 62Q: 3 clusters Score -1848772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1848789.500000 Penalty: 3212.994873
	Iteration 63Q: 3 clusters Score -1848790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1848796.750000 Penalty: 3212.994873
	Iteration 64Q: 3 clusters Score -1848797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1848806.625000 Penalty: 3212.994873
	Iteration 65Q: 3 clusters Score -1848807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1848816.750000 Penalty: 3212.994873
	Iteration 66Q: 3 clusters Score -1848817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1848827.750000 Penalty: 3212.994873
	Iteration 67Q: 3 clusters Score -1848828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1848834.625000 Penalty: 3212.994873
	Iteration 68Q: 3 clusters Score -1848835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1848835.750000 Penalty: 3212.994873
	Iteration 69Q: 3 clusters Score -1848836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1848836.125000 Penalty: 3212.994873
	Iteration 70Q: 3 clusters Score -1848836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1848839.500000 Penalty: 3212.994873
	Iteration 71Q: 3 clusters Score -1848840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1848840.250000 Penalty: 3212.994873
	Iteration 72Q: 3 clusters Score -1848840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1848844.000000 Penalty: 3212.994873
	Iteration 73Q: 3 clusters Score -1848844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1848846.000000 Penalty: 3212.994873
	Iteration 74Q: 3 clusters Score -1848846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1848843.375000 Penalty: 3212.994873
	Iteration 75Q: 3 clusters Score -1848843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1848844.250000 Penalty: 3212.994873
	Iteration 76Q: 3 clusters Score -1848844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1848849.750000 Penalty: 3212.994873
	Iteration 77Q: 3 clusters Score -1848850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1848848.500000 Penalty: 3212.994873
	Iteration 78Q: 3 clusters Score -1848848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1848850.750000 Penalty: 3212.994873
	Iteration 79Q: 3 clusters Score -1848851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1848850.750000 Penalty: 3212.994873
	Iteration 80F: 3 clusters Score -1848851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -2546773.750000 Penalty: 1654.394897
	Iteration 0F: 2 clusters Score -2546774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2528976.250000 Penalty: 3308.789795
	Iteration 0F: 3 clusters Score -2528976 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2535771.250000 Penalty: 3308.789795
	Iteration 1F: 3 clusters Score -2535771 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2536262.000000 Penalty: 3308.789795
	Iteration 2Q: 3 clusters Score -2536262 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2536707.750000 Penalty: 3308.789795
	Iteration 3Q: 3 clusters Score -2536708 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2537210.000000 Penalty: 3308.789795
	Iteration 4Q: 3 clusters Score -2537210 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2537871.000000 Penalty: 3308.789795
	Iteration 5Q: 3 clusters Score -2537871 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2538659.500000 Penalty: 3308.789795
	Iteration 6F: 3 clusters Score -2538660 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2539701.000000 Penalty: 3308.789795
	Iteration 7F: 3 clusters Score -2539701 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2540875.250000 Penalty: 3308.789795
	Iteration 8F: 3 clusters Score -2540875 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2542123.250000 Penalty: 3308.789795
	Iteration 9F: 3 clusters Score -2542123 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2543221.000000 Penalty: 3308.789795
	Iteration 10F: 3 clusters Score -2543221 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2544032.000000 Penalty: 3308.789795
	Iteration 11Q: 3 clusters Score -2544032 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -2544579.500000 Penalty: 3308.789795
	Iteration 12Q: 3 clusters Score -2544580 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -2544906.500000 Penalty: 3308.789795
	Iteration 13Q: 3 clusters Score -2544906 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -2545092.250000 Penalty: 3308.789795
	Iteration 14Q: 3 clusters Score -2545092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -2545184.500000 Penalty: 3308.789795
	Iteration 15Q: 3 clusters Score -2545184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -2545242.250000 Penalty: 3308.789795
	Iteration 16Q: 3 clusters Score -2545242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -2545274.500000 Penalty: 3308.789795
	Iteration 17Q: 3 clusters Score -2545274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -2545289.750000 Penalty: 3308.789795
	Iteration 18Q: 3 clusters Score -2545290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2545308.000000 Penalty: 3308.789795
	Iteration 19Q: 3 clusters Score -2545308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -2545315.000000 Penalty: 3308.789795
	Iteration 20F: 3 clusters Score -2545315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -2545321.250000 Penalty: 3308.789795
	Iteration 21Q: 3 clusters Score -2545321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -2545328.000000 Penalty: 3308.789795
	Iteration 22Q: 3 clusters Score -2545328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -2545331.750000 Penalty: 3308.789795
	Iteration 23Q: 3 clusters Score -2545332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -2545334.750000 Penalty: 3308.789795
	Iteration 24Q: 3 clusters Score -2545335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -2545335.750000 Penalty: 3308.789795
	Iteration 25Q: 3 clusters Score -2545336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -2545337.750000 Penalty: 3308.789795
	Iteration 26Q: 3 clusters Score -2545338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -2545339.250000 Penalty: 3308.789795
	Iteration 27Q: 3 clusters Score -2545339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -2545341.250000 Penalty: 3308.789795
	Iteration 28Q: 3 clusters Score -2545341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -2545341.750000 Penalty: 3308.789795
	Iteration 29Q: 3 clusters Score -2545342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -2545345.000000 Penalty: 3308.789795
	Iteration 30Q: 3 clusters Score -2545345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -2545348.750000 Penalty: 3308.789795
	Iteration 31Q: 3 clusters Score -2545349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -2545348.000000 Penalty: 3308.789795
	Iteration 32Q: 3 clusters Score -2545348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -2545350.250000 Penalty: 3308.789795
	Iteration 33Q: 3 clusters Score -2545350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -2545356.250000 Penalty: 3308.789795
	Iteration 34Q: 3 clusters Score -2545356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -2545360.250000 Penalty: 3308.789795
	Iteration 35Q: 3 clusters Score -2545360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2545363.750000 Penalty: 3308.789795
	Iteration 36Q: 3 clusters Score -2545364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -2545364.750000 Penalty: 3308.789795
	Iteration 37Q: 3 clusters Score -2545365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -2545364.750000 Penalty: 3308.789795
	Iteration 38F: 3 clusters Score -2545365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Entering Unmasked Estep 
Score: -2364935.750000 Penalty: 1641.356689
	Iteration 0F: 2 clusters Score -2364936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2348459.500000 Penalty: 3282.713379
	Iteration 0F: 3 clusters Score -2348460 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2354456.750000 Penalty: 3282.713379
	Iteration 1F: 3 clusters Score -2354457 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2354826.500000 Penalty: 3282.713379
	Iteration 2Q: 3 clusters Score -2354826 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2355205.250000 Penalty: 3282.713379
	Iteration 3Q: 3 clusters Score -2355205 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2355719.250000 Penalty: 3282.713379
	Iteration 4Q: 3 clusters Score -2355719 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2356531.000000 Penalty: 3282.713379
	Iteration 5F: 3 clusters Score -2356531 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2357794.000000 Penalty: 3282.713379
	Iteration 6F: 3 clusters Score -2357794 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2359549.250000 Penalty: 3282.713379
	Iteration 7F: 3 clusters Score -2359549 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2361268.750000 Penalty: 3282.713379
	Iteration 8F: 3 clusters Score -2361269 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2362524.000000 Penalty: 3282.713379
	Iteration 9F: 3 clusters Score -2362524 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2363095.500000 Penalty: 3282.713379
	Iteration 10Q: 3 clusters Score -2363096 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2363329.500000 Penalty: 3282.713379
	Iteration 11Q: 3 clusters Score -2363330 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2363432.000000 Penalty: 3282.713379
	Iteration 12Q: 3 clusters Score -2363432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2363486.250000 Penalty: 3282.713379
	Iteration 13Q: 3 clusters Score -2363486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2363516.250000 Penalty: 3282.713379
	Iteration 14Q: 3 clusters Score -2363516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2363519.250000 Penalty: 3282.713379
	Iteration 15Q: 3 clusters Score -2363519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2363524.000000 Penalty: 3282.713379
	Iteration 16Q: 3 clusters Score -2363524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2363522.500000 Penalty: 3282.713379
	Iteration 17Q: 3 clusters Score -2363522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2363526.750000 Penalty: 3282.713379
	Iteration 18Q: 3 clusters Score -2363527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2363528.000000 Penalty: 3282.713379
	Iteration 19F: 3 clusters Score -2363528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2363525.250000 Penalty: 3282.713379
	Iteration 20F: 3 clusters Score -2363525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2363527.250000 Penalty: 3282.713379
	Iteration 21Q: 3 clusters Score -2363527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2363527.250000 Penalty: 3282.713379
	Iteration 22F: 3 clusters Score -2363527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -367675.218750 Penalty: 1357.213379
	Iteration 0F: 2 clusters Score -367675.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -364220.187500 Penalty: 2714.426758
	Iteration 0F: 3 clusters Score -364220.2 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -365165.406250 Penalty: 2714.426758
	Iteration 1F: 3 clusters Score -365165.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -365368.281250 Penalty: 2714.426758
	Iteration 2F: 3 clusters Score -365368.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -365504.250000 Penalty: 2714.426758
	Iteration 3F: 3 clusters Score -365504.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -365635.968750 Penalty: 2714.426758
	Iteration 4Q: 3 clusters Score -365636 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -365765.062500 Penalty: 2714.426758
	Iteration 5Q: 3 clusters Score -365765.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -365881.000000 Penalty: 2714.426758
	Iteration 6Q: 3 clusters Score -365881 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -365994.000000 Penalty: 2714.426758
	Iteration 7Q: 3 clusters Score -365994 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -366099.031250 Penalty: 2714.426758
	Iteration 8Q: 3 clusters Score -366099 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -366215.156250 Penalty: 2714.426758
	Iteration 9Q: 3 clusters Score -366215.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -366324.250000 Penalty: 2714.426758
	Iteration 10Q: 3 clusters Score -366324.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -366436.343750 Penalty: 2714.426758
	Iteration 11Q: 3 clusters Score -366436.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -366516.187500 Penalty: 2714.426758
	Iteration 12Q: 3 clusters Score -366516.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -366588.500000 Penalty: 2714.426758
	Iteration 13Q: 3 clusters Score -366588.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -366646.562500 Penalty: 2714.426758
	Iteration 14Q: 3 clusters Score -366646.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -366689.406250 Penalty: 2714.426758
	Iteration 15Q: 3 clusters Score -366689.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -366732.218750 Penalty: 2714.426758
	Iteration 16Q: 3 clusters Score -366732.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -366773.562500 Penalty: 2714.426758
	Iteration 17Q: 3 clusters Score -366773.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -366810.562500 Penalty: 2714.426758
	Iteration 18Q: 3 clusters Score -366810.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -366837.843750 Penalty: 2714.426758
	Iteration 19Q: 3 clusters Score -366837.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -366868.031250 Penalty: 2714.426758
	Iteration 20F: 3 clusters Score -366868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -366912.593750 Penalty: 2714.426758
	Iteration 21Q: 3 clusters Score -366912.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -366976.468750 Penalty: 2714.426758
	Iteration 22Q: 3 clusters Score -366976.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -367055.312500 Penalty: 2714.426758
	Iteration 23Q: 3 clusters Score -367055.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -367117.750000 Penalty: 2714.426758
	Iteration 24Q: 3 clusters Score -367117.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -367174.312500 Penalty: 2714.426758
	Iteration 25Q: 3 clusters Score -367174.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -367228.468750 Penalty: 2714.426758
	Iteration 26Q: 3 clusters Score -367228.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -367254.312500 Penalty: 2714.426758
	Iteration 27Q: 3 clusters Score -367254.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -367271.812500 Penalty: 2714.426758
	Iteration 28Q: 3 clusters Score -367271.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -367297.062500 Penalty: 2714.426758
	Iteration 29Q: 3 clusters Score -367297.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -367322.468750 Penalty: 2714.426758
	Iteration 30Q: 3 clusters Score -367322.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -367351.562500 Penalty: 2714.426758
	Iteration 31Q: 3 clusters Score -367351.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -367366.250000 Penalty: 2714.426758
	Iteration 32Q: 3 clusters Score -367366.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -367378.406250 Penalty: 2714.426758
	Iteration 33Q: 3 clusters Score -367378.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -367385.500000 Penalty: 2714.426758
	Iteration 34Q: 3 clusters Score -367385.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -367390.718750 Penalty: 2714.426758
	Iteration 35Q: 3 clusters Score -367390.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -367394.500000 Penalty: 2714.426758
	Iteration 36Q: 3 clusters Score -367394.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -367396.843750 Penalty: 2714.426758
	Iteration 37Q: 3 clusters Score -367396.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -367401.187500 Penalty: 2714.426758
	Iteration 38Q: 3 clusters Score -367401.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -367404.937500 Penalty: 2714.426758
	Iteration 39Q: 3 clusters Score -367404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -367410.156250 Penalty: 2714.426758
	Iteration 40F: 3 clusters Score -367410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -367413.531250 Penalty: 2714.426758
	Iteration 41Q: 3 clusters Score -367413.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -367417.375000 Penalty: 2714.426758
	Iteration 42Q: 3 clusters Score -367417.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -367421.250000 Penalty: 2714.426758
	Iteration 43Q: 3 clusters Score -367421.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -367423.812500 Penalty: 2714.426758
	Iteration 44Q: 3 clusters Score -367423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -367424.468750 Penalty: 2714.426758
	Iteration 45Q: 3 clusters Score -367424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -367425.531250 Penalty: 2714.426758
	Iteration 46Q: 3 clusters Score -367425.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -367426.593750 Penalty: 2714.426758
	Iteration 47Q: 3 clusters Score -367426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -367427.250000 Penalty: 2714.426758
	Iteration 48Q: 3 clusters Score -367427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -367427.531250 Penalty: 2714.426758
	Iteration 49Q: 3 clusters Score -367427.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -367427.531250 Penalty: 2714.426758
	Iteration 50F: 3 clusters Score -367427.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -734473.812500 Penalty: 1454.651123
	Iteration 0F: 2 clusters Score -734473.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -728814.250000 Penalty: 2909.302246
	Iteration 0F: 3 clusters Score -728814.2 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -730542.187500 Penalty: 2909.302246
	Iteration 1F: 3 clusters Score -730542.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -730756.937500 Penalty: 2909.302246
	Iteration 2F: 3 clusters Score -730756.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -730920.937500 Penalty: 2909.302246
	Iteration 3F: 3 clusters Score -730920.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -731047.812500 Penalty: 2909.302246
	Iteration 4Q: 3 clusters Score -731047.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -731180.062500 Penalty: 2909.302246
	Iteration 5Q: 3 clusters Score -731180.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -731339.000000 Penalty: 2909.302246
	Iteration 6Q: 3 clusters Score -731339 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -731527.937500 Penalty: 2909.302246
	Iteration 7Q: 3 clusters Score -731527.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -731798.125000 Penalty: 2909.302246
	Iteration 8Q: 3 clusters Score -731798.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -732133.312500 Penalty: 2909.302246
	Iteration 9Q: 3 clusters Score -732133.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -732445.250000 Penalty: 2909.302246
	Iteration 10Q: 3 clusters Score -732445.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -732717.875000 Penalty: 2909.302246
	Iteration 11Q: 3 clusters Score -732717.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -732955.750000 Penalty: 2909.302246
	Iteration 12Q: 3 clusters Score -732955.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -733106.187500 Penalty: 2909.302246
	Iteration 13Q: 3 clusters Score -733106.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -733204.562500 Penalty: 2909.302246
	Iteration 14Q: 3 clusters Score -733204.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -733280.750000 Penalty: 2909.302246
	Iteration 15Q: 3 clusters Score -733280.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -733338.437500 Penalty: 2909.302246
	Iteration 16Q: 3 clusters Score -733338.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -733384.500000 Penalty: 2909.302246
	Iteration 17Q: 3 clusters Score -733384.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -733429.250000 Penalty: 2909.302246
	Iteration 18Q: 3 clusters Score -733429.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -733457.187500 Penalty: 2909.302246
	Iteration 19Q: 3 clusters Score -733457.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -733472.125000 Penalty: 2909.302246
	Iteration 20F: 3 clusters Score -733472.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -733486.187500 Penalty: 2909.302246
	Iteration 21Q: 3 clusters Score -733486.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -733504.250000 Penalty: 2909.302246
	Iteration 22Q: 3 clusters Score -733504.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -733520.125000 Penalty: 2909.302246
	Iteration 23Q: 3 clusters Score -733520.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -733533.812500 Penalty: 2909.302246
	Iteration 24Q: 3 clusters Score -733533.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -733544.437500 Penalty: 2909.302246
	Iteration 25Q: 3 clusters Score -733544.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -733555.375000 Penalty: 2909.302246
	Iteration 26Q: 3 clusters Score -733555.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -733561.875000 Penalty: 2909.302246
	Iteration 27Q: 3 clusters Score -733561.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -733568.625000 Penalty: 2909.302246
	Iteration 28Q: 3 clusters Score -733568.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -733573.000000 Penalty: 2909.302246
	Iteration 29Q: 3 clusters Score -733573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -733577.312500 Penalty: 2909.302246
	Iteration 30Q: 3 clusters Score -733577.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -733582.125000 Penalty: 2909.302246
	Iteration 31Q: 3 clusters Score -733582.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -733585.312500 Penalty: 2909.302246
	Iteration 32Q: 3 clusters Score -733585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -733588.250000 Penalty: 2909.302246
	Iteration 33Q: 3 clusters Score -733588.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -733591.000000 Penalty: 2909.302246
	Iteration 34Q: 3 clusters Score -733591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -733590.437500 Penalty: 2909.302246
	Iteration 35Q: 3 clusters Score -733590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -733591.250000 Penalty: 2909.302246
	Iteration 36Q: 3 clusters Score -733591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -733592.937500 Penalty: 2909.302246
	Iteration 37Q: 3 clusters Score -733592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -733592.687500 Penalty: 2909.302246
	Iteration 38Q: 3 clusters Score -733592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -733592.937500 Penalty: 2909.302246
	Iteration 39Q: 3 clusters Score -733592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -733593.500000 Penalty: 2909.302246
	Iteration 40F: 3 clusters Score -733593.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -733594.250000 Penalty: 2909.302246
	Iteration 41Q: 3 clusters Score -733594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -733594.937500 Penalty: 2909.302246
	Iteration 42Q: 3 clusters Score -733594.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -733596.000000 Penalty: 2909.302246
	Iteration 43Q: 3 clusters Score -733596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -733597.375000 Penalty: 2909.302246
	Iteration 44Q: 3 clusters Score -733597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -733597.187500 Penalty: 2909.302246
	Iteration 45Q: 3 clusters Score -733597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -733597.375000 Penalty: 2909.302246
	Iteration 46Q: 3 clusters Score -733597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -733598.187500 Penalty: 2909.302246
	Iteration 47Q: 3 clusters Score -733598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -733598.500000 Penalty: 2909.302246
	Iteration 48Q: 3 clusters Score -733598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -733598.500000 Penalty: 2909.302246
	Iteration 49Q: 3 clusters Score -733598.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -733599.187500 Penalty: 2909.302246
	Iteration 50Q: 3 clusters Score -733599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -733599.125000 Penalty: 2909.302246
	Iteration 51Q: 3 clusters Score -733599.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -733599.125000 Penalty: 2909.302246
	Iteration 52F: 3 clusters Score -733599.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -439212.375000 Penalty: 1370.529663
	Iteration 0F: 2 clusters Score -439212.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -435488.500000 Penalty: 2741.059326
	Iteration 0F: 3 clusters Score -435488.5 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -436497.281250 Penalty: 2741.059326
	Iteration 1F: 3 clusters Score -436497.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -436681.156250 Penalty: 2741.059326
	Iteration 2F: 3 clusters Score -436681.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -436796.812500 Penalty: 2741.059326
	Iteration 3F: 3 clusters Score -436796.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -436886.281250 Penalty: 2741.059326
	Iteration 4Q: 3 clusters Score -436886.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -436974.656250 Penalty: 2741.059326
	Iteration 5Q: 3 clusters Score -436974.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -437067.406250 Penalty: 2741.059326
	Iteration 6Q: 3 clusters Score -437067.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -437139.375000 Penalty: 2741.059326
	Iteration 7Q: 3 clusters Score -437139.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -437201.593750 Penalty: 2741.059326
	Iteration 8Q: 3 clusters Score -437201.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -437277.968750 Penalty: 2741.059326
	Iteration 9Q: 3 clusters Score -437278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -437369.968750 Penalty: 2741.059326
	Iteration 10Q: 3 clusters Score -437370 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -437470.312500 Penalty: 2741.059326
	Iteration 11Q: 3 clusters Score -437470.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -437572.312500 Penalty: 2741.059326
	Iteration 12Q: 3 clusters Score -437572.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -437668.625000 Penalty: 2741.059326
	Iteration 13Q: 3 clusters Score -437668.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -437749.375000 Penalty: 2741.059326
	Iteration 14Q: 3 clusters Score -437749.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -437800.000000 Penalty: 2741.059326
	Iteration 15Q: 3 clusters Score -437800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -437840.343750 Penalty: 2741.059326
	Iteration 16Q: 3 clusters Score -437840.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -437884.062500 Penalty: 2741.059326
	Iteration 17Q: 3 clusters Score -437884.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -437918.375000 Penalty: 2741.059326
	Iteration 18Q: 3 clusters Score -437918.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -437940.437500 Penalty: 2741.059326
	Iteration 19Q: 3 clusters Score -437940.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -437963.187500 Penalty: 2741.059326
	Iteration 20F: 3 clusters Score -437963.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -437977.812500 Penalty: 2741.059326
	Iteration 21Q: 3 clusters Score -437977.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -437988.375000 Penalty: 2741.059326
	Iteration 22Q: 3 clusters Score -437988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -437995.593750 Penalty: 2741.059326
	Iteration 23Q: 3 clusters Score -437995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -438000.500000 Penalty: 2741.059326
	Iteration 24Q: 3 clusters Score -438000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -438001.062500 Penalty: 2741.059326
	Iteration 25Q: 3 clusters Score -438001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -438005.750000 Penalty: 2741.059326
	Iteration 26Q: 3 clusters Score -438005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -438008.093750 Penalty: 2741.059326
	Iteration 27Q: 3 clusters Score -438008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -438008.093750 Penalty: 2741.059326
	Iteration 28F: 3 clusters Score -438008.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -85935.750000 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -85935.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -84610.992188 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -84610.99 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85145.953125 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -85145.95 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -85370.320312 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -85370.32 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -85537.515625 Penalty: 2242.409912
	Iteration 3F: 3 clusters Score -85537.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -85616.976562 Penalty: 2242.409912
	Iteration 4Q: 3 clusters Score -85616.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -85673.101562 Penalty: 2242.409912
	Iteration 5Q: 3 clusters Score -85673.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -85691.960938 Penalty: 2242.409912
	Iteration 6Q: 3 clusters Score -85691.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -85702.601562 Penalty: 2242.409912
	Iteration 7Q: 3 clusters Score -85702.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -85713.570312 Penalty: 2242.409912
	Iteration 8Q: 3 clusters Score -85713.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -85717.328125 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -85717.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -85719.507812 Penalty: 2242.409912
	Iteration 10Q: 3 clusters Score -85719.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -85721.039062 Penalty: 2242.409912
	Iteration 11Q: 3 clusters Score -85721.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -85721.039062 Penalty: 2242.409912
	Iteration 12F: 3 clusters Score -85721.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Entering Unmasked Estep 
Score: -4169710.000000 Penalty: 1734.120483
	Iteration 0F: 2 clusters Score -4169710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -4140765.000000 Penalty: 3468.240967
	Iteration 0F: 3 clusters Score -4140765 nChanged 20093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4152156.250000 Penalty: 3468.240967
	Iteration 1F: 3 clusters Score -4152156 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -4152781.750000 Penalty: 3468.240967
	Iteration 2Q: 3 clusters Score -4152782 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4153510.000000 Penalty: 3468.240967
	Iteration 3Q: 3 clusters Score -4153510 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -4154574.500000 Penalty: 3468.240967
	Iteration 4Q: 3 clusters Score -4154574 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -4156163.000000 Penalty: 3468.240967
	Iteration 5F: 3 clusters Score -4156163 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4158528.750000 Penalty: 3468.240967
	Iteration 6F: 3 clusters Score -4158529 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -4161296.750000 Penalty: 3468.240967
	Iteration 7F: 3 clusters Score -4161297 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -4163955.500000 Penalty: 3468.240967
	Iteration 8F: 3 clusters Score -4163956 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4165951.500000 Penalty: 3468.240967
	Iteration 9Q: 3 clusters Score -4165952 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4167169.250000 Penalty: 3468.240967
	Iteration 10Q: 3 clusters Score -4167169 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4167744.750000 Penalty: 3468.240967
	Iteration 11Q: 3 clusters Score -4167745 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4168030.000000 Penalty: 3468.240967
	Iteration 12Q: 3 clusters Score -4168030 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4168144.250000 Penalty: 3468.240967
	Iteration 13Q: 3 clusters Score -4168144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4168193.500000 Penalty: 3468.240967
	Iteration 14Q: 3 clusters Score -4168194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4168216.500000 Penalty: 3468.240967
	Iteration 15Q: 3 clusters Score -4168216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4168231.250000 Penalty: 3468.240967
	Iteration 16Q: 3 clusters Score -4168231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4168242.750000 Penalty: 3468.240967
	Iteration 17Q: 3 clusters Score -4168243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4168243.750000 Penalty: 3468.240967
	Iteration 18Q: 3 clusters Score -4168244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4168250.000000 Penalty: 3468.240967
	Iteration 19Q: 3 clusters Score -4168250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4168256.250000 Penalty: 3468.240967
	Iteration 20F: 3 clusters Score -4168256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4168256.750000 Penalty: 3468.240967
	Iteration 21Q: 3 clusters Score -4168257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4168263.000000 Penalty: 3468.240967
	Iteration 22Q: 3 clusters Score -4168263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4168264.250000 Penalty: 3468.240967
	Iteration 23Q: 3 clusters Score -4168264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4168266.250000 Penalty: 3468.240967
	Iteration 24Q: 3 clusters Score -4168266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4168266.250000 Penalty: 3468.240967
	Iteration 25F: 3 clusters Score -4168266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Entering Unmasked Estep 
Score: -1497294.625000 Penalty: 1572.475952
	Iteration 0F: 2 clusters Score -1497295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1486395.125000 Penalty: 3144.951904
	Iteration 0F: 3 clusters Score -1486395 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1490379.500000 Penalty: 3144.951904
	Iteration 1F: 3 clusters Score -1490380 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1490681.750000 Penalty: 3144.951904
	Iteration 2F: 3 clusters Score -1490682 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1490960.625000 Penalty: 3144.951904
	Iteration 3Q: 3 clusters Score -1490961 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1491216.750000 Penalty: 3144.951904
	Iteration 4Q: 3 clusters Score -1491217 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1491493.875000 Penalty: 3144.951904
	Iteration 5Q: 3 clusters Score -1491494 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1491797.875000 Penalty: 3144.951904
	Iteration 6Q: 3 clusters Score -1491798 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1492131.875000 Penalty: 3144.951904
	Iteration 7Q: 3 clusters Score -1492132 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1492513.500000 Penalty: 3144.951904
	Iteration 8Q: 3 clusters Score -1492514 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1492931.625000 Penalty: 3144.951904
	Iteration 9Q: 3 clusters Score -1492932 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1493299.000000 Penalty: 3144.951904
	Iteration 10Q: 3 clusters Score -1493299 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1493483.375000 Penalty: 3144.951904
	Iteration 11Q: 3 clusters Score -1493483 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1493583.000000 Penalty: 3144.951904
	Iteration 12Q: 3 clusters Score -1493583 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1493624.500000 Penalty: 3144.951904
	Iteration 13Q: 3 clusters Score -1493624 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1493658.750000 Penalty: 3144.951904
	Iteration 14Q: 3 clusters Score -1493659 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1493682.875000 Penalty: 3144.951904
	Iteration 15Q: 3 clusters Score -1493683 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1493710.625000 Penalty: 3144.951904
	Iteration 16Q: 3 clusters Score -1493711 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1493736.125000 Penalty: 3144.951904
	Iteration 17Q: 3 clusters Score -1493736 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1493759.000000 Penalty: 3144.951904
	Iteration 18Q: 3 clusters Score -1493759 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1493783.375000 Penalty: 3144.951904
	Iteration 19Q: 3 clusters Score -1493783 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1493807.250000 Penalty: 3144.951904
	Iteration 20F: 3 clusters Score -1493807 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1493829.000000 Penalty: 3144.951904
	Iteration 21Q: 3 clusters Score -1493829 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1493847.875000 Penalty: 3144.951904
	Iteration 22Q: 3 clusters Score -1493848 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1493876.375000 Penalty: 3144.951904
	Iteration 23Q: 3 clusters Score -1493876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1493894.625000 Penalty: 3144.951904
	Iteration 24Q: 3 clusters Score -1493895 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1493918.000000 Penalty: 3144.951904
	Iteration 25Q: 3 clusters Score -1493918 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1493937.875000 Penalty: 3144.951904
	Iteration 26Q: 3 clusters Score -1493938 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1493958.250000 Penalty: 3144.951904
	Iteration 27Q: 3 clusters Score -1493958 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1493982.625000 Penalty: 3144.951904
	Iteration 28Q: 3 clusters Score -1493983 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1494005.750000 Penalty: 3144.951904
	Iteration 29Q: 3 clusters Score -1494006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1494022.125000 Penalty: 3144.951904
	Iteration 30Q: 3 clusters Score -1494022 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1494050.875000 Penalty: 3144.951904
	Iteration 31Q: 3 clusters Score -1494051 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1494077.625000 Penalty: 3144.951904
	Iteration 32Q: 3 clusters Score -1494078 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1494110.875000 Penalty: 3144.951904
	Iteration 33Q: 3 clusters Score -1494111 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1494141.250000 Penalty: 3144.951904
	Iteration 34Q: 3 clusters Score -1494141 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1494181.125000 Penalty: 3144.951904
	Iteration 35Q: 3 clusters Score -1494181 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1494224.125000 Penalty: 3144.951904
	Iteration 36Q: 3 clusters Score -1494224 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1494283.000000 Penalty: 3144.951904
	Iteration 37Q: 3 clusters Score -1494283 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1494360.250000 Penalty: 3144.951904
	Iteration 38Q: 3 clusters Score -1494360 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1494455.500000 Penalty: 3144.951904
	Iteration 39Q: 3 clusters Score -1494456 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1494538.250000 Penalty: 3144.951904
	Iteration 40F: 3 clusters Score -1494538 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1494628.875000 Penalty: 3144.951904
	Iteration 41Q: 3 clusters Score -1494629 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1494724.000000 Penalty: 3144.951904
	Iteration 42Q: 3 clusters Score -1494724 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1494794.250000 Penalty: 3144.951904
	Iteration 43Q: 3 clusters Score -1494794 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1494864.500000 Penalty: 3144.951904
	Iteration 44Q: 3 clusters Score -1494864 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1494910.875000 Penalty: 3144.951904
	Iteration 45Q: 3 clusters Score -1494911 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1494956.000000 Penalty: 3144.951904
	Iteration 46Q: 3 clusters Score -1494956 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1494983.875000 Penalty: 3144.951904
	Iteration 47Q: 3 clusters Score -1494984 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1495007.375000 Penalty: 3144.951904
	Iteration 48Q: 3 clusters Score -1495007 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1495034.875000 Penalty: 3144.951904
	Iteration 49Q: 3 clusters Score -1495035 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1495052.125000 Penalty: 3144.951904
	Iteration 50Q: 3 clusters Score -1495052 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1495080.750000 Penalty: 3144.951904
	Iteration 51Q: 3 clusters Score -1495081 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1495107.625000 Penalty: 3144.951904
	Iteration 52Q: 3 clusters Score -1495108 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1495135.375000 Penalty: 3144.951904
	Iteration 53Q: 3 clusters Score -1495135 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1495170.375000 Penalty: 3144.951904
	Iteration 54Q: 3 clusters Score -1495170 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1495217.125000 Penalty: 3144.951904
	Iteration 55Q: 3 clusters Score -1495217 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1495244.500000 Penalty: 3144.951904
	Iteration 56Q: 3 clusters Score -1495244 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1495274.000000 Penalty: 3144.951904
	Iteration 57Q: 3 clusters Score -1495274 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1495311.500000 Penalty: 3144.951904
	Iteration 58Q: 3 clusters Score -1495312 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1495338.500000 Penalty: 3144.951904
	Iteration 59Q: 3 clusters Score -1495338 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1495366.250000 Penalty: 3144.951904
	Iteration 60F: 3 clusters Score -1495366 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1495396.875000 Penalty: 3144.951904
	Iteration 61Q: 3 clusters Score -1495397 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1495438.875000 Penalty: 3144.951904
	Iteration 62Q: 3 clusters Score -1495439 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1495475.125000 Penalty: 3144.951904
	Iteration 63Q: 3 clusters Score -1495475 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1495507.625000 Penalty: 3144.951904
	Iteration 64Q: 3 clusters Score -1495508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1495537.750000 Penalty: 3144.951904
	Iteration 65Q: 3 clusters Score -1495538 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1495569.500000 Penalty: 3144.951904
	Iteration 66Q: 3 clusters Score -1495570 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1495592.375000 Penalty: 3144.951904
	Iteration 67Q: 3 clusters Score -1495592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1495609.875000 Penalty: 3144.951904
	Iteration 68Q: 3 clusters Score -1495610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1495633.750000 Penalty: 3144.951904
	Iteration 69Q: 3 clusters Score -1495634 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1495648.750000 Penalty: 3144.951904
	Iteration 70Q: 3 clusters Score -1495649 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1495670.875000 Penalty: 3144.951904
	Iteration 71Q: 3 clusters Score -1495671 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1495688.250000 Penalty: 3144.951904
	Iteration 72Q: 3 clusters Score -1495688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1495693.875000 Penalty: 3144.951904
	Iteration 73Q: 3 clusters Score -1495694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1495702.625000 Penalty: 3144.951904
	Iteration 74Q: 3 clusters Score -1495703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1495713.625000 Penalty: 3144.951904
	Iteration 75Q: 3 clusters Score -1495714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1495713.250000 Penalty: 3144.951904
	Iteration 76Q: 3 clusters Score -1495713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1495720.750000 Penalty: 3144.951904
	Iteration 77Q: 3 clusters Score -1495721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1495725.250000 Penalty: 3144.951904
	Iteration 78Q: 3 clusters Score -1495725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1495726.000000 Penalty: 3144.951904
	Iteration 79Q: 3 clusters Score -1495726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1495732.625000 Penalty: 3144.951904
	Iteration 80F: 3 clusters Score -1495733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1495731.500000 Penalty: 3144.951904
	Iteration 81Q: 3 clusters Score -1495732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1495737.750000 Penalty: 3144.951904
	Iteration 82Q: 3 clusters Score -1495738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1495745.125000 Penalty: 3144.951904
	Iteration 83Q: 3 clusters Score -1495745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1495746.500000 Penalty: 3144.951904
	Iteration 84Q: 3 clusters Score -1495746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1495745.250000 Penalty: 3144.951904
	Iteration 85Q: 3 clusters Score -1495745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1495755.375000 Penalty: 3144.951904
	Iteration 86Q: 3 clusters Score -1495755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1495754.750000 Penalty: 3144.951904
	Iteration 87Q: 3 clusters Score -1495755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1495753.750000 Penalty: 3144.951904
	Iteration 88Q: 3 clusters Score -1495754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1495759.500000 Penalty: 3144.951904
	Iteration 89Q: 3 clusters Score -1495760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1495758.125000 Penalty: 3144.951904
	Iteration 90Q: 3 clusters Score -1495758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1495756.750000 Penalty: 3144.951904
	Iteration 91Q: 3 clusters Score -1495757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1495760.375000 Penalty: 3144.951904
	Iteration 92Q: 3 clusters Score -1495760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1495762.500000 Penalty: 3144.951904
	Iteration 93Q: 3 clusters Score -1495762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1495765.125000 Penalty: 3144.951904
	Iteration 94Q: 3 clusters Score -1495765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1495766.875000 Penalty: 3144.951904
	Iteration 95Q: 3 clusters Score -1495767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1495769.625000 Penalty: 3144.951904
	Iteration 96Q: 3 clusters Score -1495770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1495771.375000 Penalty: 3144.951904
	Iteration 97Q: 3 clusters Score -1495771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1495773.625000 Penalty: 3144.951904
	Iteration 98Q: 3 clusters Score -1495774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1495772.625000 Penalty: 3144.951904
	Iteration 99Q: 3 clusters Score -1495773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1495775.000000 Penalty: 3144.951904
	Iteration 100F: 3 clusters Score -1495775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1495772.250000 Penalty: 3144.951904
	Iteration 101Q: 3 clusters Score -1495772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1495776.500000 Penalty: 3144.951904
	Iteration 102Q: 3 clusters Score -1495776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1495779.250000 Penalty: 3144.951904
	Iteration 103Q: 3 clusters Score -1495779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1495779.500000 Penalty: 3144.951904
	Iteration 104Q: 3 clusters Score -1495780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1495778.375000 Penalty: 3144.951904
	Iteration 105Q: 3 clusters Score -1495778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1495778.250000 Penalty: 3144.951904
	Iteration 106Q: 3 clusters Score -1495778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1495781.125000 Penalty: 3144.951904
	Iteration 107Q: 3 clusters Score -1495781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1495783.250000 Penalty: 3144.951904
	Iteration 108Q: 3 clusters Score -1495783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1495785.250000 Penalty: 3144.951904
	Iteration 109Q: 3 clusters Score -1495785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1495784.375000 Penalty: 3144.951904
	Iteration 110Q: 3 clusters Score -1495784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1495783.625000 Penalty: 3144.951904
	Iteration 111Q: 3 clusters Score -1495784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1495782.500000 Penalty: 3144.951904
	Iteration 112Q: 3 clusters Score -1495782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1495783.375000 Penalty: 3144.951904
	Iteration 113Q: 3 clusters Score -1495783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1495783.125000 Penalty: 3144.951904
	Iteration 114Q: 3 clusters Score -1495783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1495785.625000 Penalty: 3144.951904
	Iteration 115Q: 3 clusters Score -1495786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1495788.125000 Penalty: 3144.951904
	Iteration 116Q: 3 clusters Score -1495788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1495788.250000 Penalty: 3144.951904
	Iteration 117Q: 3 clusters Score -1495788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1495786.125000 Penalty: 3144.951904
	Iteration 118Q: 3 clusters Score -1495786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1495789.125000 Penalty: 3144.951904
	Iteration 119Q: 3 clusters Score -1495789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1495788.875000 Penalty: 3144.951904
	Iteration 120F: 3 clusters Score -1495789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1495790.750000 Penalty: 3144.951904
	Iteration 121Q: 3 clusters Score -1495791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1495788.500000 Penalty: 3144.951904
	Iteration 122Q: 3 clusters Score -1495788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1495790.125000 Penalty: 3144.951904
	Iteration 123Q: 3 clusters Score -1495790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1495790.000000 Penalty: 3144.951904
	Iteration 124Q: 3 clusters Score -1495790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1495789.500000 Penalty: 3144.951904
	Iteration 125Q: 3 clusters Score -1495790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1495788.500000 Penalty: 3144.951904
	Iteration 126Q: 3 clusters Score -1495788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1495789.250000 Penalty: 3144.951904
	Iteration 127Q: 3 clusters Score -1495789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1495791.625000 Penalty: 3144.951904
	Iteration 128Q: 3 clusters Score -1495792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1495793.500000 Penalty: 3144.951904
	Iteration 129Q: 3 clusters Score -1495794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1495794.250000 Penalty: 3144.951904
	Iteration 130Q: 3 clusters Score -1495794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1495792.375000 Penalty: 3144.951904
	Iteration 131Q: 3 clusters Score -1495792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1495793.250000 Penalty: 3144.951904
	Iteration 132Q: 3 clusters Score -1495793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1495793.625000 Penalty: 3144.951904
	Iteration 133Q: 3 clusters Score -1495794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1495793.625000 Penalty: 3144.951904
	Iteration 134F: 3 clusters Score -1495794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -222412.359375 Penalty: 1263.277466
	Iteration 0F: 2 clusters Score -222412.4 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 1142 members 
Entering Unmasked Estep 
Score: -220078.171875 Penalty: 2526.554932
	Iteration 0F: 3 clusters Score -220078.2 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -220623.531250 Penalty: 2526.554932
	Iteration 1F: 3 clusters Score -220623.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -220742.140625 Penalty: 2526.554932
	Iteration 2F: 3 clusters Score -220742.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -220815.171875 Penalty: 2526.554932
	Iteration 3Q: 3 clusters Score -220815.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -220888.656250 Penalty: 2526.554932
	Iteration 4Q: 3 clusters Score -220888.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -220947.921875 Penalty: 2526.554932
	Iteration 5Q: 3 clusters Score -220947.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -220987.515625 Penalty: 2526.554932
	Iteration 6Q: 3 clusters Score -220987.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -221021.531250 Penalty: 2526.554932
	Iteration 7Q: 3 clusters Score -221021.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -221044.796875 Penalty: 2526.554932
	Iteration 8Q: 3 clusters Score -221044.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -221067.578125 Penalty: 2526.554932
	Iteration 9Q: 3 clusters Score -221067.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -221088.750000 Penalty: 2526.554932
	Iteration 10Q: 3 clusters Score -221088.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -221112.265625 Penalty: 2526.554932
	Iteration 11Q: 3 clusters Score -221112.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -221129.453125 Penalty: 2526.554932
	Iteration 12Q: 3 clusters Score -221129.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -221142.531250 Penalty: 2526.554932
	Iteration 13Q: 3 clusters Score -221142.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -221154.093750 Penalty: 2526.554932
	Iteration 14Q: 3 clusters Score -221154.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -221165.406250 Penalty: 2526.554932
	Iteration 15Q: 3 clusters Score -221165.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -221175.359375 Penalty: 2526.554932
	Iteration 16Q: 3 clusters Score -221175.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -221188.125000 Penalty: 2526.554932
	Iteration 17Q: 3 clusters Score -221188.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -221201.750000 Penalty: 2526.554932
	Iteration 18Q: 3 clusters Score -221201.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -221217.796875 Penalty: 2526.554932
	Iteration 19Q: 3 clusters Score -221217.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -221227.625000 Penalty: 2526.554932
	Iteration 20F: 3 clusters Score -221227.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -221234.906250 Penalty: 2526.554932
	Iteration 21Q: 3 clusters Score -221234.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -221243.578125 Penalty: 2526.554932
	Iteration 22Q: 3 clusters Score -221243.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -221250.375000 Penalty: 2526.554932
	Iteration 23Q: 3 clusters Score -221250.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -221258.921875 Penalty: 2526.554932
	Iteration 24Q: 3 clusters Score -221258.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -221264.687500 Penalty: 2526.554932
	Iteration 25Q: 3 clusters Score -221264.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -221272.390625 Penalty: 2526.554932
	Iteration 26Q: 3 clusters Score -221272.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -221279.890625 Penalty: 2526.554932
	Iteration 27Q: 3 clusters Score -221279.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -221286.609375 Penalty: 2526.554932
	Iteration 28Q: 3 clusters Score -221286.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -221293.062500 Penalty: 2526.554932
	Iteration 29Q: 3 clusters Score -221293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -221300.328125 Penalty: 2526.554932
	Iteration 30Q: 3 clusters Score -221300.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -221314.781250 Penalty: 2526.554932
	Iteration 31Q: 3 clusters Score -221314.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -221329.828125 Penalty: 2526.554932
	Iteration 32Q: 3 clusters Score -221329.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -221345.703125 Penalty: 2526.554932
	Iteration 33Q: 3 clusters Score -221345.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -221364.656250 Penalty: 2526.554932
	Iteration 34Q: 3 clusters Score -221364.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -221396.828125 Penalty: 2526.554932
	Iteration 35Q: 3 clusters Score -221396.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -221423.281250 Penalty: 2526.554932
	Iteration 36Q: 3 clusters Score -221423.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -221438.265625 Penalty: 2526.554932
	Iteration 37Q: 3 clusters Score -221438.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -221447.234375 Penalty: 2526.554932
	Iteration 38Q: 3 clusters Score -221447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -221452.609375 Penalty: 2526.554932
	Iteration 39Q: 3 clusters Score -221452.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -221455.359375 Penalty: 2526.554932
	Iteration 40F: 3 clusters Score -221455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -221458.812500 Penalty: 2526.554932
	Iteration 41Q: 3 clusters Score -221458.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -221462.359375 Penalty: 2526.554932
	Iteration 42Q: 3 clusters Score -221462.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -221465.906250 Penalty: 2526.554932
	Iteration 43Q: 3 clusters Score -221465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -221467.750000 Penalty: 2526.554932
	Iteration 44Q: 3 clusters Score -221467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -221468.609375 Penalty: 2526.554932
	Iteration 45Q: 3 clusters Score -221468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -221469.031250 Penalty: 2526.554932
	Iteration 46Q: 3 clusters Score -221469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -221470.546875 Penalty: 2526.554932
	Iteration 47Q: 3 clusters Score -221470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -221471.781250 Penalty: 2526.554932
	Iteration 48Q: 3 clusters Score -221471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -221472.375000 Penalty: 2526.554932
	Iteration 49Q: 3 clusters Score -221472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -221473.203125 Penalty: 2526.554932
	Iteration 50Q: 3 clusters Score -221473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -221473.953125 Penalty: 2526.554932
	Iteration 51Q: 3 clusters Score -221474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -221474.781250 Penalty: 2526.554932
	Iteration 52Q: 3 clusters Score -221474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -221475.765625 Penalty: 2526.554932
	Iteration 53Q: 3 clusters Score -221475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -221477.109375 Penalty: 2526.554932
	Iteration 54Q: 3 clusters Score -221477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -221478.187500 Penalty: 2526.554932
	Iteration 55Q: 3 clusters Score -221478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -221478.343750 Penalty: 2526.554932
	Iteration 56Q: 3 clusters Score -221478.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -221479.484375 Penalty: 2526.554932
	Iteration 57Q: 3 clusters Score -221479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -221481.218750 Penalty: 2526.554932
	Iteration 58Q: 3 clusters Score -221481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -221484.812500 Penalty: 2526.554932
	Iteration 59Q: 3 clusters Score -221484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -221489.250000 Penalty: 2526.554932
	Iteration 60F: 3 clusters Score -221489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -221490.687500 Penalty: 2526.554932
	Iteration 61Q: 3 clusters Score -221490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -221490.968750 Penalty: 2526.554932
	Iteration 62Q: 3 clusters Score -221491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -221490.968750 Penalty: 2526.554932
	Iteration 63F: 3 clusters Score -221491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -576844.437500 Penalty: 1416.410400
	Iteration 0F: 2 clusters Score -576844.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -572199.187500 Penalty: 2832.820801
	Iteration 0F: 3 clusters Score -572199.2 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -573600.875000 Penalty: 2832.820801
	Iteration 1F: 3 clusters Score -573600.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -573810.000000 Penalty: 2832.820801
	Iteration 2F: 3 clusters Score -573810 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -573974.875000 Penalty: 2832.820801
	Iteration 3Q: 3 clusters Score -573974.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -574141.812500 Penalty: 2832.820801
	Iteration 4Q: 3 clusters Score -574141.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -574283.625000 Penalty: 2832.820801
	Iteration 5Q: 3 clusters Score -574283.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -574397.750000 Penalty: 2832.820801
	Iteration 6Q: 3 clusters Score -574397.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -574495.500000 Penalty: 2832.820801
	Iteration 7Q: 3 clusters Score -574495.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -574577.375000 Penalty: 2832.820801
	Iteration 8Q: 3 clusters Score -574577.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -574647.812500 Penalty: 2832.820801
	Iteration 9Q: 3 clusters Score -574647.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -574710.875000 Penalty: 2832.820801
	Iteration 10Q: 3 clusters Score -574710.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -574780.625000 Penalty: 2832.820801
	Iteration 11Q: 3 clusters Score -574780.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -574849.625000 Penalty: 2832.820801
	Iteration 12Q: 3 clusters Score -574849.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -574927.000000 Penalty: 2832.820801
	Iteration 13Q: 3 clusters Score -574927 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -575029.062500 Penalty: 2832.820801
	Iteration 14Q: 3 clusters Score -575029.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -575139.437500 Penalty: 2832.820801
	Iteration 15Q: 3 clusters Score -575139.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -575250.437500 Penalty: 2832.820801
	Iteration 16Q: 3 clusters Score -575250.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -575346.750000 Penalty: 2832.820801
	Iteration 17Q: 3 clusters Score -575346.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -575442.687500 Penalty: 2832.820801
	Iteration 18Q: 3 clusters Score -575442.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -575515.687500 Penalty: 2832.820801
	Iteration 19Q: 3 clusters Score -575515.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -575564.625000 Penalty: 2832.820801
	Iteration 20F: 3 clusters Score -575564.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -575596.875000 Penalty: 2832.820801
	Iteration 21Q: 3 clusters Score -575596.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -575628.375000 Penalty: 2832.820801
	Iteration 22Q: 3 clusters Score -575628.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -575657.937500 Penalty: 2832.820801
	Iteration 23Q: 3 clusters Score -575657.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -575684.625000 Penalty: 2832.820801
	Iteration 24Q: 3 clusters Score -575684.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -575712.187500 Penalty: 2832.820801
	Iteration 25Q: 3 clusters Score -575712.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -575748.187500 Penalty: 2832.820801
	Iteration 26Q: 3 clusters Score -575748.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -575770.375000 Penalty: 2832.820801
	Iteration 27Q: 3 clusters Score -575770.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -575793.562500 Penalty: 2832.820801
	Iteration 28Q: 3 clusters Score -575793.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -575808.500000 Penalty: 2832.820801
	Iteration 29Q: 3 clusters Score -575808.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -575816.000000 Penalty: 2832.820801
	Iteration 30Q: 3 clusters Score -575816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -575822.687500 Penalty: 2832.820801
	Iteration 31Q: 3 clusters Score -575822.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -575828.312500 Penalty: 2832.820801
	Iteration 32Q: 3 clusters Score -575828.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -575836.062500 Penalty: 2832.820801
	Iteration 33Q: 3 clusters Score -575836.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -575841.937500 Penalty: 2832.820801
	Iteration 34Q: 3 clusters Score -575841.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -575847.875000 Penalty: 2832.820801
	Iteration 35Q: 3 clusters Score -575847.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -575856.000000 Penalty: 2832.820801
	Iteration 36Q: 3 clusters Score -575856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -575861.000000 Penalty: 2832.820801
	Iteration 37Q: 3 clusters Score -575861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -575865.625000 Penalty: 2832.820801
	Iteration 38Q: 3 clusters Score -575865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -575868.062500 Penalty: 2832.820801
	Iteration 39Q: 3 clusters Score -575868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -575869.812500 Penalty: 2832.820801
	Iteration 40F: 3 clusters Score -575869.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -575869.187500 Penalty: 2832.820801
	Iteration 41Q: 3 clusters Score -575869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -575870.125000 Penalty: 2832.820801
	Iteration 42Q: 3 clusters Score -575870.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -575872.937500 Penalty: 2832.820801
	Iteration 43Q: 3 clusters Score -575872.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -575874.812500 Penalty: 2832.820801
	Iteration 44Q: 3 clusters Score -575874.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -575875.500000 Penalty: 2832.820801
	Iteration 45Q: 3 clusters Score -575875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -575876.812500 Penalty: 2832.820801
	Iteration 46Q: 3 clusters Score -575876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -575876.812500 Penalty: 2832.820801
	Iteration 47F: 3 clusters Score -575876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Entering Unmasked Estep 
Score: -1333592.375000 Penalty: 1549.348267
	Iteration 0F: 2 clusters Score -1333592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1323952.500000 Penalty: 3098.696533
	Iteration 0F: 3 clusters Score -1323952 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1327273.000000 Penalty: 3098.696533
	Iteration 1F: 3 clusters Score -1327273 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1327614.375000 Penalty: 3098.696533
	Iteration 2F: 3 clusters Score -1327614 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1327888.500000 Penalty: 3098.696533
	Iteration 3Q: 3 clusters Score -1327888 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1328127.375000 Penalty: 3098.696533
	Iteration 4Q: 3 clusters Score -1328127 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1328343.250000 Penalty: 3098.696533
	Iteration 5Q: 3 clusters Score -1328343 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1328559.125000 Penalty: 3098.696533
	Iteration 6Q: 3 clusters Score -1328559 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1328788.375000 Penalty: 3098.696533
	Iteration 7Q: 3 clusters Score -1328788 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1329033.875000 Penalty: 3098.696533
	Iteration 8Q: 3 clusters Score -1329034 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1329293.375000 Penalty: 3098.696533
	Iteration 9Q: 3 clusters Score -1329293 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1329610.375000 Penalty: 3098.696533
	Iteration 10Q: 3 clusters Score -1329610 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1329978.375000 Penalty: 3098.696533
	Iteration 11Q: 3 clusters Score -1329978 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1330368.375000 Penalty: 3098.696533
	Iteration 12Q: 3 clusters Score -1330368 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1330725.500000 Penalty: 3098.696533
	Iteration 13Q: 3 clusters Score -1330726 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1331010.625000 Penalty: 3098.696533
	Iteration 14Q: 3 clusters Score -1331011 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1331228.375000 Penalty: 3098.696533
	Iteration 15Q: 3 clusters Score -1331228 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1331385.500000 Penalty: 3098.696533
	Iteration 16Q: 3 clusters Score -1331386 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1331493.875000 Penalty: 3098.696533
	Iteration 17Q: 3 clusters Score -1331494 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1331570.375000 Penalty: 3098.696533
	Iteration 18Q: 3 clusters Score -1331570 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1331628.125000 Penalty: 3098.696533
	Iteration 19Q: 3 clusters Score -1331628 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1331697.875000 Penalty: 3098.696533
	Iteration 20F: 3 clusters Score -1331698 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1331765.750000 Penalty: 3098.696533
	Iteration 21Q: 3 clusters Score -1331766 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1331822.625000 Penalty: 3098.696533
	Iteration 22Q: 3 clusters Score -1331823 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1331874.125000 Penalty: 3098.696533
	Iteration 23Q: 3 clusters Score -1331874 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1331932.125000 Penalty: 3098.696533
	Iteration 24Q: 3 clusters Score -1331932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1331986.875000 Penalty: 3098.696533
	Iteration 25Q: 3 clusters Score -1331987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1332020.875000 Penalty: 3098.696533
	Iteration 26Q: 3 clusters Score -1332021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1332053.250000 Penalty: 3098.696533
	Iteration 27Q: 3 clusters Score -1332053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1332079.625000 Penalty: 3098.696533
	Iteration 28Q: 3 clusters Score -1332080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1332110.375000 Penalty: 3098.696533
	Iteration 29Q: 3 clusters Score -1332110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1332143.750000 Penalty: 3098.696533
	Iteration 30Q: 3 clusters Score -1332144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1332161.625000 Penalty: 3098.696533
	Iteration 31Q: 3 clusters Score -1332162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1332188.500000 Penalty: 3098.696533
	Iteration 32Q: 3 clusters Score -1332188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1332206.750000 Penalty: 3098.696533
	Iteration 33Q: 3 clusters Score -1332207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1332215.250000 Penalty: 3098.696533
	Iteration 34Q: 3 clusters Score -1332215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1332227.750000 Penalty: 3098.696533
	Iteration 35Q: 3 clusters Score -1332228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1332235.250000 Penalty: 3098.696533
	Iteration 36Q: 3 clusters Score -1332235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1332240.000000 Penalty: 3098.696533
	Iteration 37Q: 3 clusters Score -1332240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1332243.750000 Penalty: 3098.696533
	Iteration 38Q: 3 clusters Score -1332244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1332247.250000 Penalty: 3098.696533
	Iteration 39Q: 3 clusters Score -1332247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1332254.500000 Penalty: 3098.696533
	Iteration 40F: 3 clusters Score -1332254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1332258.375000 Penalty: 3098.696533
	Iteration 41Q: 3 clusters Score -1332258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1332264.125000 Penalty: 3098.696533
	Iteration 42Q: 3 clusters Score -1332264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1332266.875000 Penalty: 3098.696533
	Iteration 43Q: 3 clusters Score -1332267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1332272.125000 Penalty: 3098.696533
	Iteration 44Q: 3 clusters Score -1332272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1332278.000000 Penalty: 3098.696533
	Iteration 45Q: 3 clusters Score -1332278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1332281.000000 Penalty: 3098.696533
	Iteration 46Q: 3 clusters Score -1332281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1332283.000000 Penalty: 3098.696533
	Iteration 47Q: 3 clusters Score -1332283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1332285.750000 Penalty: 3098.696533
	Iteration 48Q: 3 clusters Score -1332286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1332287.125000 Penalty: 3098.696533
	Iteration 49Q: 3 clusters Score -1332287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1332286.750000 Penalty: 3098.696533
	Iteration 50Q: 3 clusters Score -1332287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1332286.750000 Penalty: 3098.696533
	Iteration 51F: 3 clusters Score -1332287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Entering Unmasked Estep 
Score: -275972.750000 Penalty: 1314.041748
	Iteration 0F: 2 clusters Score -275972.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -273128.000000 Penalty: 2628.083496
	Iteration 0F: 3 clusters Score -273128 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -273985.000000 Penalty: 2628.083496
	Iteration 1F: 3 clusters Score -273985 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -274391.062500 Penalty: 2628.083496
	Iteration 2F: 3 clusters Score -274391.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -274725.968750 Penalty: 2628.083496
	Iteration 3F: 3 clusters Score -274726 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -274988.093750 Penalty: 2628.083496
	Iteration 4F: 3 clusters Score -274988.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -275210.312500 Penalty: 2628.083496
	Iteration 5F: 3 clusters Score -275210.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -275361.875000 Penalty: 2628.083496
	Iteration 6F: 3 clusters Score -275361.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -275470.875000 Penalty: 2628.083496
	Iteration 7Q: 3 clusters Score -275470.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -275553.406250 Penalty: 2628.083496
	Iteration 8Q: 3 clusters Score -275553.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -275598.312500 Penalty: 2628.083496
	Iteration 9Q: 3 clusters Score -275598.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -275637.718750 Penalty: 2628.083496
	Iteration 10Q: 3 clusters Score -275637.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -275676.250000 Penalty: 2628.083496
	Iteration 11Q: 3 clusters Score -275676.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -275703.656250 Penalty: 2628.083496
	Iteration 12Q: 3 clusters Score -275703.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -275721.843750 Penalty: 2628.083496
	Iteration 13Q: 3 clusters Score -275721.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -275732.656250 Penalty: 2628.083496
	Iteration 14Q: 3 clusters Score -275732.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -275745.343750 Penalty: 2628.083496
	Iteration 15Q: 3 clusters Score -275745.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -275754.750000 Penalty: 2628.083496
	Iteration 16Q: 3 clusters Score -275754.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -275761.156250 Penalty: 2628.083496
	Iteration 17Q: 3 clusters Score -275761.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -275764.031250 Penalty: 2628.083496
	Iteration 18Q: 3 clusters Score -275764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -275764.031250 Penalty: 2628.083496
	Iteration 19Q: 3 clusters Score -275764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -275764.781250 Penalty: 2628.083496
	Iteration 20F: 3 clusters Score -275764.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Entering Unmasked Estep 
Score: -530774.750000 Penalty: 1399.856445
	Iteration 0F: 2 clusters Score -530774.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -526398.000000 Penalty: 2799.712891
	Iteration 0F: 3 clusters Score -526398 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -527635.875000 Penalty: 2799.712891
	Iteration 1F: 3 clusters Score -527635.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -527812.125000 Penalty: 2799.712891
	Iteration 2F: 3 clusters Score -527812.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -527923.687500 Penalty: 2799.712891
	Iteration 3Q: 3 clusters Score -527923.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -528013.437500 Penalty: 2799.712891
	Iteration 4Q: 3 clusters Score -528013.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -528100.687500 Penalty: 2799.712891
	Iteration 5Q: 3 clusters Score -528100.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -528187.000000 Penalty: 2799.712891
	Iteration 6Q: 3 clusters Score -528187 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -528281.125000 Penalty: 2799.712891
	Iteration 7Q: 3 clusters Score -528281.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -528402.187500 Penalty: 2799.712891
	Iteration 8Q: 3 clusters Score -528402.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -528541.312500 Penalty: 2799.712891
	Iteration 9Q: 3 clusters Score -528541.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -528705.312500 Penalty: 2799.712891
	Iteration 10Q: 3 clusters Score -528705.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -528876.062500 Penalty: 2799.712891
	Iteration 11Q: 3 clusters Score -528876.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -529068.687500 Penalty: 2799.712891
	Iteration 12Q: 3 clusters Score -529068.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -529209.500000 Penalty: 2799.712891
	Iteration 13Q: 3 clusters Score -529209.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -529329.437500 Penalty: 2799.712891
	Iteration 14Q: 3 clusters Score -529329.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -529423.562500 Penalty: 2799.712891
	Iteration 15Q: 3 clusters Score -529423.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -529491.312500 Penalty: 2799.712891
	Iteration 16Q: 3 clusters Score -529491.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -529533.250000 Penalty: 2799.712891
	Iteration 17Q: 3 clusters Score -529533.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -529558.562500 Penalty: 2799.712891
	Iteration 18Q: 3 clusters Score -529558.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -529570.125000 Penalty: 2799.712891
	Iteration 19Q: 3 clusters Score -529570.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -529575.500000 Penalty: 2799.712891
	Iteration 20F: 3 clusters Score -529575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -529579.250000 Penalty: 2799.712891
	Iteration 21Q: 3 clusters Score -529579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -529579.187500 Penalty: 2799.712891
	Iteration 22Q: 3 clusters Score -529579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -529580.875000 Penalty: 2799.712891
	Iteration 23Q: 3 clusters Score -529580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -529581.812500 Penalty: 2799.712891
	Iteration 24Q: 3 clusters Score -529581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -529583.125000 Penalty: 2799.712891
	Iteration 25Q: 3 clusters Score -529583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -529585.000000 Penalty: 2799.712891
	Iteration 26Q: 3 clusters Score -529585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -529585.812500 Penalty: 2799.712891
	Iteration 27Q: 3 clusters Score -529585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -529588.562500 Penalty: 2799.712891
	Iteration 28Q: 3 clusters Score -529588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -529593.937500 Penalty: 2799.712891
	Iteration 29Q: 3 clusters Score -529593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -529596.125000 Penalty: 2799.712891
	Iteration 30Q: 3 clusters Score -529596.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -529596.125000 Penalty: 2799.712891
	Iteration 31F: 3 clusters Score -529596.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -57420.910156 Penalty: 1047.429443
	Iteration 0F: 2 clusters Score -57420.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56245.332031 Penalty: 2094.858887
	Iteration 0F: 3 clusters Score -56245.33 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56416.058594 Penalty: 2094.858887
	Iteration 1F: 3 clusters Score -56416.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56462.617188 Penalty: 2094.858887
	Iteration 2F: 3 clusters Score -56462.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56471.847656 Penalty: 2094.858887
	Iteration 3Q: 3 clusters Score -56471.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56484.078125 Penalty: 2094.858887
	Iteration 4Q: 3 clusters Score -56484.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56492.164062 Penalty: 2094.858887
	Iteration 5Q: 3 clusters Score -56492.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56496.566406 Penalty: 2094.858887
	Iteration 6Q: 3 clusters Score -56496.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56498.871094 Penalty: 2094.858887
	Iteration 7Q: 3 clusters Score -56498.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56498.871094 Penalty: 2094.858887
	Iteration 8F: 3 clusters Score -56498.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9019 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67337 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43840 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19656 members 
Mstep: Class 13 contains 26394 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15943 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839564.000000 Penalty: 55278.062500
Iteration 199Q: 27 clusters Score -4.483956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9007 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67339 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43840 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19655 members 
Mstep: Class 13 contains 26395 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15953 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839556.000000 Penalty: 55278.062500
Iteration 200F: 27 clusters Score -4.483956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8998 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67341 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43840 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19653 members 
Mstep: Class 13 contains 26396 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15963 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839572.000000 Penalty: 55278.062500
Iteration 201Q: 27 clusters Score -4.483957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67344 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20969 members 
Mstep: Class 9 contains 43840 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19655 members 
Mstep: Class 13 contains 26396 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 15976 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839552.000000 Penalty: 55278.062500
Iteration 202Q: 27 clusters Score -4.483955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8964 members 
Mstep: Class 3 contains 5725 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67347 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43840 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19656 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 15992 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839580.000000 Penalty: 55278.062500
Iteration 203Q: 27 clusters Score -4.483958e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8952 members 
Mstep: Class 3 contains 5722 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67345 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20965 members 
Mstep: Class 9 contains 43841 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19656 members 
Mstep: Class 13 contains 26399 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 16009 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839580.000000 Penalty: 55278.062500
Iteration 204Q: 27 clusters Score -4.483958e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8942 members 
Mstep: Class 3 contains 5720 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67344 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20965 members 
Mstep: Class 9 contains 43841 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 19653 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 16022 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839568.000000 Penalty: 55278.062500
Iteration 205Q: 27 clusters Score -4.483957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8934 members 
Mstep: Class 3 contains 5719 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67347 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20965 members 
Mstep: Class 9 contains 43841 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 19644 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 16033 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6103 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839536.000000 Penalty: 55278.062500
Iteration 206Q: 27 clusters Score -4.483954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8928 members 
Mstep: Class 3 contains 5717 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67346 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20965 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19638 members 
Mstep: Class 13 contains 26401 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 16045 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6103 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839564.000000 Penalty: 55278.062500
Iteration 207Q: 27 clusters Score -4.483956e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8919 members 
Mstep: Class 3 contains 5715 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67351 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19629 members 
Mstep: Class 13 contains 26401 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43109 members 
Mstep: Class 20 contains 16059 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6103 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839576.000000 Penalty: 55278.062500
Iteration 208Q: 27 clusters Score -4.483958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 5711 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67354 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20969 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19622 members 
Mstep: Class 13 contains 26403 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 16065 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839612.000000 Penalty: 55278.062500
Iteration 209Q: 27 clusters Score -4.483961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8909 members 
Mstep: Class 3 contains 5708 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67359 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20971 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19617 members 
Mstep: Class 13 contains 26402 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43110 members 
Mstep: Class 20 contains 16069 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6105 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3254 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839620.000000 Penalty: 55278.062500
Iteration 210Q: 27 clusters Score -4.483962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8907 members 
Mstep: Class 3 contains 5706 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67360 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20971 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19615 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43111 members 
Mstep: Class 20 contains 16075 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6105 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3254 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839620.000000 Penalty: 55278.062500
Iteration 211Q: 27 clusters Score -4.483962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8905 members 
Mstep: Class 3 contains 5706 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67360 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19613 members 
Mstep: Class 13 contains 26401 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 16077 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6105 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3254 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839628.000000 Penalty: 55278.062500
Iteration 212Q: 27 clusters Score -4.483963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8905 members 
Mstep: Class 3 contains 5705 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67359 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19612 members 
Mstep: Class 13 contains 26401 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43111 members 
Mstep: Class 20 contains 16080 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6105 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3255 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839584.000000 Penalty: 55278.062500
Iteration 213Q: 27 clusters Score -4.483958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8905 members 
Mstep: Class 3 contains 5705 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67359 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20969 members 
Mstep: Class 9 contains 43843 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19611 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 16083 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6105 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839608.000000 Penalty: 55278.062500
Iteration 214Q: 27 clusters Score -4.483961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8903 members 
Mstep: Class 3 contains 5706 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19610 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 16089 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839600.000000 Penalty: 55278.062500
Iteration 215Q: 27 clusters Score -4.48396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5705 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67357 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19610 members 
Mstep: Class 13 contains 26401 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 16091 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6105 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839592.000000 Penalty: 55278.062500
Iteration 216Q: 27 clusters Score -4.483959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5705 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19609 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43112 members 
Mstep: Class 20 contains 16095 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839572.000000 Penalty: 55278.062500
Iteration 217Q: 27 clusters Score -4.483957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5705 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67357 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19607 members 
Mstep: Class 13 contains 26399 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16096 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839588.000000 Penalty: 55278.062500
Iteration 218Q: 27 clusters Score -4.483959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5705 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67357 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19606 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16098 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839580.000000 Penalty: 55278.062500
Iteration 219Q: 27 clusters Score -4.483958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5704 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67357 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19606 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16099 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839584.000000 Penalty: 55278.062500
Iteration 220F: 27 clusters Score -4.483958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5703 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67357 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19606 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16100 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839580.000000 Penalty: 55278.062500
Iteration 221Q: 27 clusters Score -4.483958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5702 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67357 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19607 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16101 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839568.000000 Penalty: 55278.062500
Iteration 222Q: 27 clusters Score -4.483957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5701 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20968 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19606 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16104 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839560.000000 Penalty: 55278.062500
Iteration 223Q: 27 clusters Score -4.483956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5700 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20969 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19606 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16105 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6103 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839564.000000 Penalty: 55278.062500
Iteration 224Q: 27 clusters Score -4.483956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5699 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19605 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16107 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839588.000000 Penalty: 55278.062500
Iteration 225Q: 27 clusters Score -4.483959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5698 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19604 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16109 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3250 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839592.000000 Penalty: 55278.062500
Iteration 226Q: 27 clusters Score -4.483959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19604 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839604.000000 Penalty: 55278.062500
Iteration 227Q: 27 clusters Score -4.48396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5696 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19604 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16112 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839596.000000 Penalty: 55278.062500
Iteration 228Q: 27 clusters Score -4.48396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5696 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19604 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16112 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44839596.000000 Penalty: 55278.062500
Iteration 229F: 27 clusters Score -4.48396e+07 nChanged 0
Entering ConstructFrom: 
Score: -44839596.000000 Penalty: 55278.062500
Entering ConstructFrom: 
Trying to split cluster 1 (10271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Entering Unmasked Estep 
Score: -979198.125000 Penalty: 1501.025391
	Iteration 0F: 2 clusters Score -979198.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -971839.687500 Penalty: 3002.050781
	Iteration 0F: 3 clusters Score -971839.7 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -974525.437500 Penalty: 3002.050781
	Iteration 1F: 3 clusters Score -974525.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -975096.312500 Penalty: 3002.050781
	Iteration 2F: 3 clusters Score -975096.3 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -975673.937500 Penalty: 3002.050781
	Iteration 3F: 3 clusters Score -975673.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -976203.375000 Penalty: 3002.050781
	Iteration 4F: 3 clusters Score -976203.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -976683.687500 Penalty: 3002.050781
	Iteration 5F: 3 clusters Score -976683.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -977169.125000 Penalty: 3002.050781
	Iteration 6F: 3 clusters Score -977169.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -977627.312500 Penalty: 3002.050781
	Iteration 7Q: 3 clusters Score -977627.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -977959.187500 Penalty: 3002.050781
	Iteration 8Q: 3 clusters Score -977959.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -978161.312500 Penalty: 3002.050781
	Iteration 9Q: 3 clusters Score -978161.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -978259.125000 Penalty: 3002.050781
	Iteration 10Q: 3 clusters Score -978259.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -978308.750000 Penalty: 3002.050781
	Iteration 11Q: 3 clusters Score -978308.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -978339.375000 Penalty: 3002.050781
	Iteration 12Q: 3 clusters Score -978339.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -978354.625000 Penalty: 3002.050781
	Iteration 13Q: 3 clusters Score -978354.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -978361.000000 Penalty: 3002.050781
	Iteration 14Q: 3 clusters Score -978361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -978370.000000 Penalty: 3002.050781
	Iteration 15Q: 3 clusters Score -978370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -978372.500000 Penalty: 3002.050781
	Iteration 16Q: 3 clusters Score -978372.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -978376.562500 Penalty: 3002.050781
	Iteration 17Q: 3 clusters Score -978376.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -978383.125000 Penalty: 3002.050781
	Iteration 18Q: 3 clusters Score -978383.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -978383.500000 Penalty: 3002.050781
	Iteration 19Q: 3 clusters Score -978383.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -978384.062500 Penalty: 3002.050781
	Iteration 20F: 3 clusters Score -978384.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -978387.625000 Penalty: 3002.050781
	Iteration 21Q: 3 clusters Score -978387.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -978386.812500 Penalty: 3002.050781
	Iteration 22Q: 3 clusters Score -978386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -978391.000000 Penalty: 3002.050781
	Iteration 23Q: 3 clusters Score -978391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -978389.687500 Penalty: 3002.050781
	Iteration 24Q: 3 clusters Score -978389.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -978390.437500 Penalty: 3002.050781
	Iteration 25Q: 3 clusters Score -978390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -978390.312500 Penalty: 3002.050781
	Iteration 26Q: 3 clusters Score -978390.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -978390.312500 Penalty: 3002.050781
	Iteration 27F: 3 clusters Score -978390.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Entering Unmasked Estep 
Score: -835168.562500 Penalty: 1477.743530
	Iteration 0F: 2 clusters Score -835168.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -828779.187500 Penalty: 2955.487061
	Iteration 0F: 3 clusters Score -828779.2 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -830783.750000 Penalty: 2955.487061
	Iteration 1F: 3 clusters Score -830783.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -831092.187500 Penalty: 2955.487061
	Iteration 2F: 3 clusters Score -831092.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -831384.750000 Penalty: 2955.487061
	Iteration 3F: 3 clusters Score -831384.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -831675.250000 Penalty: 2955.487061
	Iteration 4F: 3 clusters Score -831675.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -831981.375000 Penalty: 2955.487061
	Iteration 5F: 3 clusters Score -831981.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -832222.125000 Penalty: 2955.487061
	Iteration 6Q: 3 clusters Score -832222.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -832407.875000 Penalty: 2955.487061
	Iteration 7Q: 3 clusters Score -832407.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -832586.937500 Penalty: 2955.487061
	Iteration 8Q: 3 clusters Score -832586.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -832744.000000 Penalty: 2955.487061
	Iteration 9Q: 3 clusters Score -832744 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -832918.250000 Penalty: 2955.487061
	Iteration 10Q: 3 clusters Score -832918.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -833099.125000 Penalty: 2955.487061
	Iteration 11Q: 3 clusters Score -833099.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -833237.750000 Penalty: 2955.487061
	Iteration 12Q: 3 clusters Score -833237.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -833348.000000 Penalty: 2955.487061
	Iteration 13Q: 3 clusters Score -833348 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -833434.625000 Penalty: 2955.487061
	Iteration 14Q: 3 clusters Score -833434.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -833516.937500 Penalty: 2955.487061
	Iteration 15Q: 3 clusters Score -833516.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -833577.437500 Penalty: 2955.487061
	Iteration 16Q: 3 clusters Score -833577.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -833639.562500 Penalty: 2955.487061
	Iteration 17Q: 3 clusters Score -833639.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -833691.312500 Penalty: 2955.487061
	Iteration 18Q: 3 clusters Score -833691.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -833726.500000 Penalty: 2955.487061
	Iteration 19Q: 3 clusters Score -833726.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -833752.000000 Penalty: 2955.487061
	Iteration 20F: 3 clusters Score -833752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -833767.562500 Penalty: 2955.487061
	Iteration 21Q: 3 clusters Score -833767.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -833790.125000 Penalty: 2955.487061
	Iteration 22Q: 3 clusters Score -833790.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -833804.250000 Penalty: 2955.487061
	Iteration 23Q: 3 clusters Score -833804.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -833807.437500 Penalty: 2955.487061
	Iteration 24Q: 3 clusters Score -833807.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -833816.312500 Penalty: 2955.487061
	Iteration 25Q: 3 clusters Score -833816.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -833820.937500 Penalty: 2955.487061
	Iteration 26Q: 3 clusters Score -833820.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -833827.000000 Penalty: 2955.487061
	Iteration 27Q: 3 clusters Score -833827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -833836.250000 Penalty: 2955.487061
	Iteration 28Q: 3 clusters Score -833836.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -833843.812500 Penalty: 2955.487061
	Iteration 29Q: 3 clusters Score -833843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -833848.562500 Penalty: 2955.487061
	Iteration 30Q: 3 clusters Score -833848.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -833850.250000 Penalty: 2955.487061
	Iteration 31Q: 3 clusters Score -833850.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -833853.562500 Penalty: 2955.487061
	Iteration 32Q: 3 clusters Score -833853.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -833858.437500 Penalty: 2955.487061
	Iteration 33Q: 3 clusters Score -833858.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -833864.312500 Penalty: 2955.487061
	Iteration 34Q: 3 clusters Score -833864.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -833870.125000 Penalty: 2955.487061
	Iteration 35Q: 3 clusters Score -833870.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -833874.750000 Penalty: 2955.487061
	Iteration 36Q: 3 clusters Score -833874.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -833876.875000 Penalty: 2955.487061
	Iteration 37Q: 3 clusters Score -833876.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -833883.125000 Penalty: 2955.487061
	Iteration 38Q: 3 clusters Score -833883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -833883.062500 Penalty: 2955.487061
	Iteration 39Q: 3 clusters Score -833883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -833885.125000 Penalty: 2955.487061
	Iteration 40F: 3 clusters Score -833885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -833885.187500 Penalty: 2955.487061
	Iteration 41Q: 3 clusters Score -833885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -833885.875000 Penalty: 2955.487061
	Iteration 42Q: 3 clusters Score -833885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -833887.437500 Penalty: 2955.487061
	Iteration 43Q: 3 clusters Score -833887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -833886.375000 Penalty: 2955.487061
	Iteration 44Q: 3 clusters Score -833886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -833887.937500 Penalty: 2955.487061
	Iteration 45Q: 3 clusters Score -833887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -833887.937500 Penalty: 2955.487061
	Iteration 46F: 3 clusters Score -833887.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Entering Unmasked Estep 
Score: -541872.625000 Penalty: 1405.221802
	Iteration 0F: 2 clusters Score -541872.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -537503.687500 Penalty: 2810.443604
	Iteration 0F: 3 clusters Score -537503.7 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -538713.687500 Penalty: 2810.443604
	Iteration 1F: 3 clusters Score -538713.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -538879.687500 Penalty: 2810.443604
	Iteration 2F: 3 clusters Score -538879.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -538984.562500 Penalty: 2810.443604
	Iteration 3Q: 3 clusters Score -538984.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -539069.375000 Penalty: 2810.443604
	Iteration 4Q: 3 clusters Score -539069.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -539133.562500 Penalty: 2810.443604
	Iteration 5Q: 3 clusters Score -539133.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -539195.750000 Penalty: 2810.443604
	Iteration 6Q: 3 clusters Score -539195.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -539269.625000 Penalty: 2810.443604
	Iteration 7Q: 3 clusters Score -539269.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -539350.687500 Penalty: 2810.443604
	Iteration 8Q: 3 clusters Score -539350.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -539455.125000 Penalty: 2810.443604
	Iteration 9Q: 3 clusters Score -539455.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -539585.500000 Penalty: 2810.443604
	Iteration 10Q: 3 clusters Score -539585.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -539725.437500 Penalty: 2810.443604
	Iteration 11Q: 3 clusters Score -539725.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -539880.750000 Penalty: 2810.443604
	Iteration 12Q: 3 clusters Score -539880.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -540022.625000 Penalty: 2810.443604
	Iteration 13Q: 3 clusters Score -540022.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -540151.187500 Penalty: 2810.443604
	Iteration 14Q: 3 clusters Score -540151.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -540254.625000 Penalty: 2810.443604
	Iteration 15Q: 3 clusters Score -540254.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -540336.375000 Penalty: 2810.443604
	Iteration 16Q: 3 clusters Score -540336.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -540415.437500 Penalty: 2810.443604
	Iteration 17Q: 3 clusters Score -540415.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -540481.937500 Penalty: 2810.443604
	Iteration 18Q: 3 clusters Score -540481.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -540551.000000 Penalty: 2810.443604
	Iteration 19Q: 3 clusters Score -540551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -540582.500000 Penalty: 2810.443604
	Iteration 20F: 3 clusters Score -540582.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -540603.312500 Penalty: 2810.443604
	Iteration 21Q: 3 clusters Score -540603.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -540619.375000 Penalty: 2810.443604
	Iteration 22Q: 3 clusters Score -540619.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -540646.875000 Penalty: 2810.443604
	Iteration 23Q: 3 clusters Score -540646.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -540666.687500 Penalty: 2810.443604
	Iteration 24Q: 3 clusters Score -540666.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -540676.750000 Penalty: 2810.443604
	Iteration 25Q: 3 clusters Score -540676.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -540687.937500 Penalty: 2810.443604
	Iteration 26Q: 3 clusters Score -540687.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -540696.750000 Penalty: 2810.443604
	Iteration 27Q: 3 clusters Score -540696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -540701.312500 Penalty: 2810.443604
	Iteration 28Q: 3 clusters Score -540701.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -540708.687500 Penalty: 2810.443604
	Iteration 29Q: 3 clusters Score -540708.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -540715.062500 Penalty: 2810.443604
	Iteration 30Q: 3 clusters Score -540715.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -540724.187500 Penalty: 2810.443604
	Iteration 31Q: 3 clusters Score -540724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -540732.062500 Penalty: 2810.443604
	Iteration 32Q: 3 clusters Score -540732.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -540735.000000 Penalty: 2810.443604
	Iteration 33Q: 3 clusters Score -540735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -540740.750000 Penalty: 2810.443604
	Iteration 34Q: 3 clusters Score -540740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -540744.000000 Penalty: 2810.443604
	Iteration 35Q: 3 clusters Score -540744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -540745.562500 Penalty: 2810.443604
	Iteration 36Q: 3 clusters Score -540745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -540748.625000 Penalty: 2810.443604
	Iteration 37Q: 3 clusters Score -540748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -540748.687500 Penalty: 2810.443604
	Iteration 38Q: 3 clusters Score -540748.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -540748.687500 Penalty: 2810.443604
	Iteration 39F: 3 clusters Score -540748.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -46797.859375 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -46797.86 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 242 members 
Entering Unmasked Estep 
Score: -45728.082031 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -45728.08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45876.628906 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -45876.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45895.839844 Penalty: 2024.906494
	Iteration 2Q: 3 clusters Score -45895.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45900.937500 Penalty: 2024.906494
	Iteration 3Q: 3 clusters Score -45900.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45903.851562 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -45903.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45904.847656 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -45904.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45906.070312 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -45906.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45907.695312 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -45907.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45908.230469 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -45908.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45909.550781 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -45909.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45910.996094 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -45911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45912.652344 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -45912.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45912.984375 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -45912.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45912.984375 Penalty: 2024.906494
	Iteration 13F: 3 clusters Score -45912.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122290 members 
Entering Unmasked Estep 
Score: -11753577.000000 Penalty: 1903.549438
	Iteration 0F: 2 clusters Score -1.175358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -11671750.000000 Penalty: 3807.098877
	Iteration 0F: 3 clusters Score -1.167175e+07 nChanged 58869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -11705768.000000 Penalty: 3807.098877
	Iteration 1F: 3 clusters Score -1.170577e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -11706378.000000 Penalty: 3807.098877
	Iteration 2Q: 3 clusters Score -1.170638e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -11707035.000000 Penalty: 3807.098877
	Iteration 3Q: 3 clusters Score -1.170704e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -11707908.000000 Penalty: 3807.098877
	Iteration 4Q: 3 clusters Score -1.170791e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -11709022.000000 Penalty: 3807.098877
	Iteration 5Q: 3 clusters Score -1.170902e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -11710609.000000 Penalty: 3807.098877
	Iteration 6Q: 3 clusters Score -1.171061e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -11713224.000000 Penalty: 3807.098877
	Iteration 7Q: 3 clusters Score -1.171322e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -11716913.000000 Penalty: 3807.098877
	Iteration 8F: 3 clusters Score -1.171691e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -11722511.000000 Penalty: 3807.098877
	Iteration 9F: 3 clusters Score -1.172251e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -11729323.000000 Penalty: 3807.098877
	Iteration 10F: 3 clusters Score -1.172932e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
Score: -11735352.000000 Penalty: 3807.098877
	Iteration 11F: 3 clusters Score -1.173535e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -11738568.000000 Penalty: 3807.098877
	Iteration 12F: 3 clusters Score -1.173857e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -11739894.000000 Penalty: 3807.098877
	Iteration 13Q: 3 clusters Score -1.173989e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -11740635.000000 Penalty: 3807.098877
	Iteration 14Q: 3 clusters Score -1.174064e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -11741256.000000 Penalty: 3807.098877
	Iteration 15Q: 3 clusters Score -1.174126e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -11741808.000000 Penalty: 3807.098877
	Iteration 16Q: 3 clusters Score -1.174181e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -11742238.000000 Penalty: 3807.098877
	Iteration 17Q: 3 clusters Score -1.174224e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -11742637.000000 Penalty: 3807.098877
	Iteration 18Q: 3 clusters Score -1.174264e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -11743081.000000 Penalty: 3807.098877
	Iteration 19Q: 3 clusters Score -1.174308e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 70563 members 
Entering Unmasked Estep 
Score: -11743385.000000 Penalty: 3807.098877
	Iteration 20F: 3 clusters Score -1.174338e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -11743629.000000 Penalty: 3807.098877
	Iteration 21Q: 3 clusters Score -1.174363e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -11743843.000000 Penalty: 3807.098877
	Iteration 22Q: 3 clusters Score -1.174384e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -11744098.000000 Penalty: 3807.098877
	Iteration 23Q: 3 clusters Score -1.17441e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -11744266.000000 Penalty: 3807.098877
	Iteration 24Q: 3 clusters Score -1.174427e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -11744430.000000 Penalty: 3807.098877
	Iteration 25Q: 3 clusters Score -1.174443e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -11744562.000000 Penalty: 3807.098877
	Iteration 26Q: 3 clusters Score -1.174456e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -11744661.000000 Penalty: 3807.098877
	Iteration 27Q: 3 clusters Score -1.174466e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -11744766.000000 Penalty: 3807.098877
	Iteration 28Q: 3 clusters Score -1.174477e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -11744828.000000 Penalty: 3807.098877
	Iteration 29Q: 3 clusters Score -1.174483e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -11744942.000000 Penalty: 3807.098877
	Iteration 30Q: 3 clusters Score -1.174494e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 65528 members 
Entering Unmasked Estep 
Score: -11744993.000000 Penalty: 3807.098877
	Iteration 31Q: 3 clusters Score -1.174499e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 65029 members 
Entering Unmasked Estep 
Score: -11745003.000000 Penalty: 3807.098877
	Iteration 32Q: 3 clusters Score -1.1745e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -11745082.000000 Penalty: 3807.098877
	Iteration 33Q: 3 clusters Score -1.174508e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -11745148.000000 Penalty: 3807.098877
	Iteration 34Q: 3 clusters Score -1.174515e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -11745275.000000 Penalty: 3807.098877
	Iteration 35Q: 3 clusters Score -1.174528e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -11745356.000000 Penalty: 3807.098877
	Iteration 36Q: 3 clusters Score -1.174536e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -11745469.000000 Penalty: 3807.098877
	Iteration 37Q: 3 clusters Score -1.174547e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -11745614.000000 Penalty: 3807.098877
	Iteration 38Q: 3 clusters Score -1.174561e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -11745712.000000 Penalty: 3807.098877
	Iteration 39Q: 3 clusters Score -1.174571e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -11745834.000000 Penalty: 3807.098877
	Iteration 40F: 3 clusters Score -1.174583e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -11745869.000000 Penalty: 3807.098877
	Iteration 41Q: 3 clusters Score -1.174587e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -11745933.000000 Penalty: 3807.098877
	Iteration 42Q: 3 clusters Score -1.174593e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -11746020.000000 Penalty: 3807.098877
	Iteration 43Q: 3 clusters Score -1.174602e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -11746065.000000 Penalty: 3807.098877
	Iteration 44Q: 3 clusters Score -1.174606e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -11746073.000000 Penalty: 3807.098877
	Iteration 45Q: 3 clusters Score -1.174607e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -11746185.000000 Penalty: 3807.098877
	Iteration 46Q: 3 clusters Score -1.174618e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66264 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -11746284.000000 Penalty: 3807.098877
	Iteration 47Q: 3 clusters Score -1.174628e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -11746403.000000 Penalty: 3807.098877
	Iteration 48Q: 3 clusters Score -1.17464e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -11746458.000000 Penalty: 3807.098877
	Iteration 49Q: 3 clusters Score -1.174646e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -11746539.000000 Penalty: 3807.098877
	Iteration 50Q: 3 clusters Score -1.174654e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -11746593.000000 Penalty: 3807.098877
	Iteration 51Q: 3 clusters Score -1.174659e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -11746676.000000 Penalty: 3807.098877
	Iteration 52Q: 3 clusters Score -1.174668e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -11746739.000000 Penalty: 3807.098877
	Iteration 53Q: 3 clusters Score -1.174674e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -11746790.000000 Penalty: 3807.098877
	Iteration 54Q: 3 clusters Score -1.174679e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -11746878.000000 Penalty: 3807.098877
	Iteration 55Q: 3 clusters Score -1.174688e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -11746948.000000 Penalty: 3807.098877
	Iteration 56Q: 3 clusters Score -1.174695e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -11747004.000000 Penalty: 3807.098877
	Iteration 57Q: 3 clusters Score -1.1747e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -11747012.000000 Penalty: 3807.098877
	Iteration 58Q: 3 clusters Score -1.174701e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -11747085.000000 Penalty: 3807.098877
	Iteration 59Q: 3 clusters Score -1.174708e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -11747137.000000 Penalty: 3807.098877
	Iteration 60F: 3 clusters Score -1.174714e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -11747156.000000 Penalty: 3807.098877
	Iteration 61Q: 3 clusters Score -1.174716e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -11747164.000000 Penalty: 3807.098877
	Iteration 62Q: 3 clusters Score -1.174716e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -11747218.000000 Penalty: 3807.098877
	Iteration 63Q: 3 clusters Score -1.174722e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -11747282.000000 Penalty: 3807.098877
	Iteration 64Q: 3 clusters Score -1.174728e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -11747309.000000 Penalty: 3807.098877
	Iteration 65Q: 3 clusters Score -1.174731e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -11747342.000000 Penalty: 3807.098877
	Iteration 66Q: 3 clusters Score -1.174734e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -11747344.000000 Penalty: 3807.098877
	Iteration 67Q: 3 clusters Score -1.174734e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -11747364.000000 Penalty: 3807.098877
	Iteration 68Q: 3 clusters Score -1.174736e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -11747408.000000 Penalty: 3807.098877
	Iteration 69Q: 3 clusters Score -1.174741e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -11747437.000000 Penalty: 3807.098877
	Iteration 70Q: 3 clusters Score -1.174744e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -11747468.000000 Penalty: 3807.098877
	Iteration 71Q: 3 clusters Score -1.174747e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79039 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -11747490.000000 Penalty: 3807.098877
	Iteration 72Q: 3 clusters Score -1.174749e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -11747511.000000 Penalty: 3807.098877
	Iteration 73Q: 3 clusters Score -1.174751e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -11747546.000000 Penalty: 3807.098877
	Iteration 74Q: 3 clusters Score -1.174755e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -11747503.000000 Penalty: 3807.098877
	Iteration 75Q: 3 clusters Score -1.17475e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -11747519.000000 Penalty: 3807.098877
	Iteration 76Q: 3 clusters Score -1.174752e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -11747543.000000 Penalty: 3807.098877
	Iteration 77Q: 3 clusters Score -1.174754e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -11747566.000000 Penalty: 3807.098877
	Iteration 78Q: 3 clusters Score -1.174757e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -11747558.000000 Penalty: 3807.098877
	Iteration 79Q: 3 clusters Score -1.174756e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -11747547.000000 Penalty: 3807.098877
	Iteration 80F: 3 clusters Score -1.174755e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -11747563.000000 Penalty: 3807.098877
	Iteration 81Q: 3 clusters Score -1.174756e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -11747621.000000 Penalty: 3807.098877
	Iteration 82Q: 3 clusters Score -1.174762e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -11747659.000000 Penalty: 3807.098877
	Iteration 83Q: 3 clusters Score -1.174766e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -11747676.000000 Penalty: 3807.098877
	Iteration 84Q: 3 clusters Score -1.174768e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -11747709.000000 Penalty: 3807.098877
	Iteration 85Q: 3 clusters Score -1.174771e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83786 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -11747741.000000 Penalty: 3807.098877
	Iteration 86Q: 3 clusters Score -1.174774e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -11747754.000000 Penalty: 3807.098877
	Iteration 87Q: 3 clusters Score -1.174775e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84434 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -11747786.000000 Penalty: 3807.098877
	Iteration 88Q: 3 clusters Score -1.174779e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -11747760.000000 Penalty: 3807.098877
	Iteration 89Q: 3 clusters Score -1.174776e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84989 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -11747752.000000 Penalty: 3807.098877
	Iteration 90Q: 3 clusters Score -1.174775e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85265 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -11747770.000000 Penalty: 3807.098877
	Iteration 91Q: 3 clusters Score -1.174777e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -11747822.000000 Penalty: 3807.098877
	Iteration 92Q: 3 clusters Score -1.174782e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85786 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -11747842.000000 Penalty: 3807.098877
	Iteration 93Q: 3 clusters Score -1.174784e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86047 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -11747838.000000 Penalty: 3807.098877
	Iteration 94Q: 3 clusters Score -1.174784e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -11747874.000000 Penalty: 3807.098877
	Iteration 95Q: 3 clusters Score -1.174787e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -11747866.000000 Penalty: 3807.098877
	Iteration 96Q: 3 clusters Score -1.174787e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -11747876.000000 Penalty: 3807.098877
	Iteration 97Q: 3 clusters Score -1.174788e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87001 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -11747906.000000 Penalty: 3807.098877
	Iteration 98Q: 3 clusters Score -1.174791e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -11747910.000000 Penalty: 3807.098877
	Iteration 99Q: 3 clusters Score -1.174791e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -11747885.000000 Penalty: 3807.098877
	Iteration 100F: 3 clusters Score -1.174788e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -11747937.000000 Penalty: 3807.098877
	Iteration 101Q: 3 clusters Score -1.174794e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -11747969.000000 Penalty: 3807.098877
	Iteration 102Q: 3 clusters Score -1.174797e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88050 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -11747976.000000 Penalty: 3807.098877
	Iteration 103Q: 3 clusters Score -1.174798e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -11747947.000000 Penalty: 3807.098877
	Iteration 104Q: 3 clusters Score -1.174795e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88442 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -11747970.000000 Penalty: 3807.098877
	Iteration 105Q: 3 clusters Score -1.174797e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -11747976.000000 Penalty: 3807.098877
	Iteration 106Q: 3 clusters Score -1.174798e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -11747990.000000 Penalty: 3807.098877
	Iteration 107Q: 3 clusters Score -1.174799e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -11747978.000000 Penalty: 3807.098877
	Iteration 108Q: 3 clusters Score -1.174798e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89128 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -11747987.000000 Penalty: 3807.098877
	Iteration 109Q: 3 clusters Score -1.174799e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -11747962.000000 Penalty: 3807.098877
	Iteration 110Q: 3 clusters Score -1.174796e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -11747980.000000 Penalty: 3807.098877
	Iteration 111Q: 3 clusters Score -1.174798e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -11748001.000000 Penalty: 3807.098877
	Iteration 112Q: 3 clusters Score -1.1748e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89866 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -11747995.000000 Penalty: 3807.098877
	Iteration 113Q: 3 clusters Score -1.1748e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -11748033.000000 Penalty: 3807.098877
	Iteration 114Q: 3 clusters Score -1.174803e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -11748047.000000 Penalty: 3807.098877
	Iteration 115Q: 3 clusters Score -1.174805e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -11748013.000000 Penalty: 3807.098877
	Iteration 116Q: 3 clusters Score -1.174801e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -11748009.000000 Penalty: 3807.098877
	Iteration 117Q: 3 clusters Score -1.174801e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -11748049.000000 Penalty: 3807.098877
	Iteration 118Q: 3 clusters Score -1.174805e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91156 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -11748009.000000 Penalty: 3807.098877
	Iteration 119Q: 3 clusters Score -1.174801e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91391 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -11748039.000000 Penalty: 3807.098877
	Iteration 120F: 3 clusters Score -1.174804e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -11748046.000000 Penalty: 3807.098877
	Iteration 121Q: 3 clusters Score -1.174805e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -11748032.000000 Penalty: 3807.098877
	Iteration 122Q: 3 clusters Score -1.174803e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91991 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -11748037.000000 Penalty: 3807.098877
	Iteration 123Q: 3 clusters Score -1.174804e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92205 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -11748029.000000 Penalty: 3807.098877
	Iteration 124Q: 3 clusters Score -1.174803e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -11748026.000000 Penalty: 3807.098877
	Iteration 125Q: 3 clusters Score -1.174803e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -11748034.000000 Penalty: 3807.098877
	Iteration 126Q: 3 clusters Score -1.174803e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -11748037.000000 Penalty: 3807.098877
	Iteration 127Q: 3 clusters Score -1.174804e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -11748045.000000 Penalty: 3807.098877
	Iteration 128Q: 3 clusters Score -1.174804e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -11748073.000000 Penalty: 3807.098877
	Iteration 129Q: 3 clusters Score -1.174807e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -11748097.000000 Penalty: 3807.098877
	Iteration 130Q: 3 clusters Score -1.17481e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -11748129.000000 Penalty: 3807.098877
	Iteration 131Q: 3 clusters Score -1.174813e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93802 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -11748157.000000 Penalty: 3807.098877
	Iteration 132Q: 3 clusters Score -1.174816e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -11748146.000000 Penalty: 3807.098877
	Iteration 133Q: 3 clusters Score -1.174815e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94183 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -11748169.000000 Penalty: 3807.098877
	Iteration 134Q: 3 clusters Score -1.174817e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94376 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -11748171.000000 Penalty: 3807.098877
	Iteration 135Q: 3 clusters Score -1.174817e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94582 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -11748131.000000 Penalty: 3807.098877
	Iteration 136Q: 3 clusters Score -1.174813e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94788 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -11748145.000000 Penalty: 3807.098877
	Iteration 137Q: 3 clusters Score -1.174814e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94979 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -11748164.000000 Penalty: 3807.098877
	Iteration 138Q: 3 clusters Score -1.174816e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -11748158.000000 Penalty: 3807.098877
	Iteration 139Q: 3 clusters Score -1.174816e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -11748179.000000 Penalty: 3807.098877
	Iteration 140F: 3 clusters Score -1.174818e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -11748188.000000 Penalty: 3807.098877
	Iteration 141Q: 3 clusters Score -1.174819e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95701 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -11748190.000000 Penalty: 3807.098877
	Iteration 142Q: 3 clusters Score -1.174819e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95864 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -11748190.000000 Penalty: 3807.098877
	Iteration 143Q: 3 clusters Score -1.174819e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -11748219.000000 Penalty: 3807.098877
	Iteration 144Q: 3 clusters Score -1.174822e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -11748249.000000 Penalty: 3807.098877
	Iteration 145Q: 3 clusters Score -1.174825e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96344 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -11748268.000000 Penalty: 3807.098877
	Iteration 146Q: 3 clusters Score -1.174827e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96493 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -11748258.000000 Penalty: 3807.098877
	Iteration 147Q: 3 clusters Score -1.174826e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -11748282.000000 Penalty: 3807.098877
	Iteration 148Q: 3 clusters Score -1.174828e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96780 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -11748307.000000 Penalty: 3807.098877
	Iteration 149Q: 3 clusters Score -1.174831e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96939 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -11748292.000000 Penalty: 3807.098877
	Iteration 150Q: 3 clusters Score -1.174829e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97089 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -11748299.000000 Penalty: 3807.098877
	Iteration 151Q: 3 clusters Score -1.17483e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -11748288.000000 Penalty: 3807.098877
	Iteration 152Q: 3 clusters Score -1.174829e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97394 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -11748289.000000 Penalty: 3807.098877
	Iteration 153Q: 3 clusters Score -1.174829e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97552 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -11748281.000000 Penalty: 3807.098877
	Iteration 154Q: 3 clusters Score -1.174828e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -11748302.000000 Penalty: 3807.098877
	Iteration 155Q: 3 clusters Score -1.17483e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97859 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -11748278.000000 Penalty: 3807.098877
	Iteration 156Q: 3 clusters Score -1.174828e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98011 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -11748273.000000 Penalty: 3807.098877
	Iteration 157Q: 3 clusters Score -1.174827e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -11748270.000000 Penalty: 3807.098877
	Iteration 158Q: 3 clusters Score -1.174827e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -11748279.000000 Penalty: 3807.098877
	Iteration 159Q: 3 clusters Score -1.174828e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -11748289.000000 Penalty: 3807.098877
	Iteration 160F: 3 clusters Score -1.174829e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98681 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -11748285.000000 Penalty: 3807.098877
	Iteration 161Q: 3 clusters Score -1.174828e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -11748297.000000 Penalty: 3807.098877
	Iteration 162Q: 3 clusters Score -1.17483e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -11748307.000000 Penalty: 3807.098877
	Iteration 163Q: 3 clusters Score -1.174831e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99270 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -11748331.000000 Penalty: 3807.098877
	Iteration 164Q: 3 clusters Score -1.174833e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -11748360.000000 Penalty: 3807.098877
	Iteration 165Q: 3 clusters Score -1.174836e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -11748378.000000 Penalty: 3807.098877
	Iteration 166Q: 3 clusters Score -1.174838e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -11748399.000000 Penalty: 3807.098877
	Iteration 167Q: 3 clusters Score -1.17484e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100134 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -11748433.000000 Penalty: 3807.098877
	Iteration 168Q: 3 clusters Score -1.174843e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100350 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -11748421.000000 Penalty: 3807.098877
	Iteration 169Q: 3 clusters Score -1.174842e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100561 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -11748412.000000 Penalty: 3807.098877
	Iteration 170Q: 3 clusters Score -1.174841e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -11748440.000000 Penalty: 3807.098877
	Iteration 171Q: 3 clusters Score -1.174844e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100958 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -11748468.000000 Penalty: 3807.098877
	Iteration 172Q: 3 clusters Score -1.174847e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -11748456.000000 Penalty: 3807.098877
	Iteration 173Q: 3 clusters Score -1.174846e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -11748460.000000 Penalty: 3807.098877
	Iteration 174Q: 3 clusters Score -1.174846e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101573 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -11748482.000000 Penalty: 3807.098877
	Iteration 175Q: 3 clusters Score -1.174848e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -11748529.000000 Penalty: 3807.098877
	Iteration 176Q: 3 clusters Score -1.174853e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -11748558.000000 Penalty: 3807.098877
	Iteration 177Q: 3 clusters Score -1.174856e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102246 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -11748575.000000 Penalty: 3807.098877
	Iteration 178Q: 3 clusters Score -1.174858e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -11748593.000000 Penalty: 3807.098877
	Iteration 179Q: 3 clusters Score -1.174859e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -11748595.000000 Penalty: 3807.098877
	Iteration 180F: 3 clusters Score -1.17486e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102872 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -11748655.000000 Penalty: 3807.098877
	Iteration 181Q: 3 clusters Score -1.174866e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -11748671.000000 Penalty: 3807.098877
	Iteration 182Q: 3 clusters Score -1.174867e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -11748680.000000 Penalty: 3807.098877
	Iteration 183Q: 3 clusters Score -1.174868e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -11748717.000000 Penalty: 3807.098877
	Iteration 184Q: 3 clusters Score -1.174872e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103659 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -11748734.000000 Penalty: 3807.098877
	Iteration 185Q: 3 clusters Score -1.174873e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103872 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -11748686.000000 Penalty: 3807.098877
	Iteration 186Q: 3 clusters Score -1.174869e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -11748716.000000 Penalty: 3807.098877
	Iteration 187Q: 3 clusters Score -1.174872e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104332 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -11748704.000000 Penalty: 3807.098877
	Iteration 188Q: 3 clusters Score -1.17487e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -11748733.000000 Penalty: 3807.098877
	Iteration 189Q: 3 clusters Score -1.174873e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104768 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -11748766.000000 Penalty: 3807.098877
	Iteration 190Q: 3 clusters Score -1.174877e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105014 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -11748754.000000 Penalty: 3807.098877
	Iteration 191Q: 3 clusters Score -1.174875e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105290 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -11748762.000000 Penalty: 3807.098877
	Iteration 192Q: 3 clusters Score -1.174876e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105544 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -11748757.000000 Penalty: 3807.098877
	Iteration 193Q: 3 clusters Score -1.174876e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105810 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -11748817.000000 Penalty: 3807.098877
	Iteration 194Q: 3 clusters Score -1.174882e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -11748777.000000 Penalty: 3807.098877
	Iteration 195Q: 3 clusters Score -1.174878e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106373 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -11748865.000000 Penalty: 3807.098877
	Iteration 196Q: 3 clusters Score -1.174886e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106683 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -11748896.000000 Penalty: 3807.098877
	Iteration 197Q: 3 clusters Score -1.17489e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106996 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -11748920.000000 Penalty: 3807.098877
	Iteration 198Q: 3 clusters Score -1.174892e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107299 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -11748961.000000 Penalty: 3807.098877
	Iteration 199Q: 3 clusters Score -1.174896e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107602 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -11748967.000000 Penalty: 3807.098877
	Iteration 200F: 3 clusters Score -1.174897e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107886 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -11748983.000000 Penalty: 3807.098877
	Iteration 201Q: 3 clusters Score -1.174898e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108205 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -11748992.000000 Penalty: 3807.098877
	Iteration 202Q: 3 clusters Score -1.174899e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -11749005.000000 Penalty: 3807.098877
	Iteration 203Q: 3 clusters Score -1.1749e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -11749061.000000 Penalty: 3807.098877
	Iteration 204Q: 3 clusters Score -1.174906e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -11749136.000000 Penalty: 3807.098877
	Iteration 205Q: 3 clusters Score -1.174914e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109721 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -11749190.000000 Penalty: 3807.098877
	Iteration 206Q: 3 clusters Score -1.174919e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110156 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -11749264.000000 Penalty: 3807.098877
	Iteration 207Q: 3 clusters Score -1.174926e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110601 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -11749341.000000 Penalty: 3807.098877
	Iteration 208Q: 3 clusters Score -1.174934e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111027 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -11749424.000000 Penalty: 3807.098877
	Iteration 209Q: 3 clusters Score -1.174942e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111449 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -11749482.000000 Penalty: 3807.098877
	Iteration 210Q: 3 clusters Score -1.174948e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111853 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -11749577.000000 Penalty: 3807.098877
	Iteration 211Q: 3 clusters Score -1.174958e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112259 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -11749648.000000 Penalty: 3807.098877
	Iteration 212Q: 3 clusters Score -1.174965e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112674 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -11749686.000000 Penalty: 3807.098877
	Iteration 213Q: 3 clusters Score -1.174969e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113117 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -11749783.000000 Penalty: 3807.098877
	Iteration 214Q: 3 clusters Score -1.174978e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113552 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -11749860.000000 Penalty: 3807.098877
	Iteration 215Q: 3 clusters Score -1.174986e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113984 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -11749925.000000 Penalty: 3807.098877
	Iteration 216Q: 3 clusters Score -1.174992e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114436 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -11749942.000000 Penalty: 3807.098877
	Iteration 217Q: 3 clusters Score -1.174994e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114868 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -11750034.000000 Penalty: 3807.098877
	Iteration 218Q: 3 clusters Score -1.175003e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115317 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -11750105.000000 Penalty: 3807.098877
	Iteration 219Q: 3 clusters Score -1.17501e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115796 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -11750249.000000 Penalty: 3807.098877
	Iteration 220F: 3 clusters Score -1.175025e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116289 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -11750399.000000 Penalty: 3807.098877
	Iteration 221Q: 3 clusters Score -1.17504e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116767 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -11750498.000000 Penalty: 3807.098877
	Iteration 222Q: 3 clusters Score -1.17505e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117225 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -11750638.000000 Penalty: 3807.098877
	Iteration 223Q: 3 clusters Score -1.175064e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117689 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -11750778.000000 Penalty: 3807.098877
	Iteration 224Q: 3 clusters Score -1.175078e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118117 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -11750916.000000 Penalty: 3807.098877
	Iteration 225Q: 3 clusters Score -1.175092e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118512 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -11751055.000000 Penalty: 3807.098877
	Iteration 226Q: 3 clusters Score -1.175106e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -11751159.000000 Penalty: 3807.098877
	Iteration 227Q: 3 clusters Score -1.175116e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119184 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -11751236.000000 Penalty: 3807.098877
	Iteration 228Q: 3 clusters Score -1.175124e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119487 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -11751361.000000 Penalty: 3807.098877
	Iteration 229Q: 3 clusters Score -1.175136e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119752 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -11751481.000000 Penalty: 3807.098877
	Iteration 230Q: 3 clusters Score -1.175148e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119994 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -11751563.000000 Penalty: 3807.098877
	Iteration 231Q: 3 clusters Score -1.175156e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120209 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -11751644.000000 Penalty: 3807.098877
	Iteration 232Q: 3 clusters Score -1.175164e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120406 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -11751703.000000 Penalty: 3807.098877
	Iteration 233Q: 3 clusters Score -1.17517e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120556 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -11751754.000000 Penalty: 3807.098877
	Iteration 234Q: 3 clusters Score -1.175175e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -11751807.000000 Penalty: 3807.098877
	Iteration 235Q: 3 clusters Score -1.175181e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120780 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11751815.000000 Penalty: 3807.098877
	Iteration 236Q: 3 clusters Score -1.175182e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120870 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -11751825.000000 Penalty: 3807.098877
	Iteration 237Q: 3 clusters Score -1.175182e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120930 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -11751849.000000 Penalty: 3807.098877
	Iteration 238Q: 3 clusters Score -1.175185e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120982 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -11751884.000000 Penalty: 3807.098877
	Iteration 239Q: 3 clusters Score -1.175188e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121028 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11751891.000000 Penalty: 3807.098877
	Iteration 240F: 3 clusters Score -1.175189e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11751901.000000 Penalty: 3807.098877
	Iteration 241Q: 3 clusters Score -1.17519e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121123 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11751931.000000 Penalty: 3807.098877
	Iteration 242Q: 3 clusters Score -1.175193e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121167 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11751935.000000 Penalty: 3807.098877
	Iteration 243Q: 3 clusters Score -1.175194e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121206 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11751948.000000 Penalty: 3807.098877
	Iteration 244Q: 3 clusters Score -1.175195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121233 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11751954.000000 Penalty: 3807.098877
	Iteration 245Q: 3 clusters Score -1.175195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121262 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -11751948.000000 Penalty: 3807.098877
	Iteration 246Q: 3 clusters Score -1.175195e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121300 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11751971.000000 Penalty: 3807.098877
	Iteration 247Q: 3 clusters Score -1.175197e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121326 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11751979.000000 Penalty: 3807.098877
	Iteration 248Q: 3 clusters Score -1.175198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121345 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11752006.000000 Penalty: 3807.098877
	Iteration 249Q: 3 clusters Score -1.175201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121356 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11751998.000000 Penalty: 3807.098877
	Iteration 250Q: 3 clusters Score -1.1752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121368 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -11751994.000000 Penalty: 3807.098877
	Iteration 251Q: 3 clusters Score -1.175199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121377 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11751997.000000 Penalty: 3807.098877
	Iteration 252Q: 3 clusters Score -1.1752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121385 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11752001.000000 Penalty: 3807.098877
	Iteration 253Q: 3 clusters Score -1.1752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121399 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11752003.000000 Penalty: 3807.098877
	Iteration 254Q: 3 clusters Score -1.1752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121413 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11752016.000000 Penalty: 3807.098877
	Iteration 255Q: 3 clusters Score -1.175202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121423 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11752024.000000 Penalty: 3807.098877
	Iteration 256Q: 3 clusters Score -1.175202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121425 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11752023.000000 Penalty: 3807.098877
	Iteration 257Q: 3 clusters Score -1.175202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121430 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11752035.000000 Penalty: 3807.098877
	Iteration 258Q: 3 clusters Score -1.175204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121438 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11752032.000000 Penalty: 3807.098877
	Iteration 259Q: 3 clusters Score -1.175203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121443 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11752043.000000 Penalty: 3807.098877
	Iteration 260F: 3 clusters Score -1.175204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121446 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11752042.000000 Penalty: 3807.098877
	Iteration 261Q: 3 clusters Score -1.175204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121447 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11752048.000000 Penalty: 3807.098877
	Iteration 262Q: 3 clusters Score -1.175205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121448 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11752046.000000 Penalty: 3807.098877
	Iteration 263Q: 3 clusters Score -1.175205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121449 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11752051.000000 Penalty: 3807.098877
	Iteration 264Q: 3 clusters Score -1.175205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121450 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11752043.000000 Penalty: 3807.098877
	Iteration 265Q: 3 clusters Score -1.175204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121450 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11752046.000000 Penalty: 3807.098877
	Iteration 266Q: 3 clusters Score -1.175205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121451 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11752049.000000 Penalty: 3807.098877
	Iteration 267Q: 3 clusters Score -1.175205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121453 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -11752050.000000 Penalty: 3807.098877
	Iteration 268Q: 3 clusters Score -1.175205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121456 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11752053.000000 Penalty: 3807.098877
	Iteration 269Q: 3 clusters Score -1.175205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121459 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -11752058.000000 Penalty: 3807.098877
	Iteration 270Q: 3 clusters Score -1.175206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11752052.000000 Penalty: 3807.098877
	Iteration 271Q: 3 clusters Score -1.175205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11752051.000000 Penalty: 3807.098877
	Iteration 272Q: 3 clusters Score -1.175205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11752051.000000 Penalty: 3807.098877
	Iteration 273F: 3 clusters Score -1.175205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Entering Unmasked Estep 
Score: -6466836.500000 Penalty: 1806.633911
	Iteration 0F: 2 clusters Score -6466836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -6421874.000000 Penalty: 3613.267822
	Iteration 0F: 3 clusters Score -6421874 nChanged 31802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -6440371.000000 Penalty: 3613.267822
	Iteration 1F: 3 clusters Score -6440371 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -6441037.000000 Penalty: 3613.267822
	Iteration 2Q: 3 clusters Score -6441037 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -6441967.500000 Penalty: 3613.267822
	Iteration 3Q: 3 clusters Score -6441968 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -6443383.500000 Penalty: 3613.267822
	Iteration 4Q: 3 clusters Score -6443384 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -6445781.000000 Penalty: 3613.267822
	Iteration 5F: 3 clusters Score -6445781 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -6449559.000000 Penalty: 3613.267822
	Iteration 6F: 3 clusters Score -6449559 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -6454573.000000 Penalty: 3613.267822
	Iteration 7F: 3 clusters Score -6454573 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -6459414.500000 Penalty: 3613.267822
	Iteration 8F: 3 clusters Score -6459414 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -6462749.500000 Penalty: 3613.267822
	Iteration 9F: 3 clusters Score -6462750 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 66466 members 
Entering Unmasked Estep 
Score: -6464435.000000 Penalty: 3613.267822
	Iteration 10Q: 3 clusters Score -6464435 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -6464951.000000 Penalty: 3613.267822
	Iteration 11Q: 3 clusters Score -6464951 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -6465111.500000 Penalty: 3613.267822
	Iteration 12Q: 3 clusters Score -6465112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -6465174.500000 Penalty: 3613.267822
	Iteration 13Q: 3 clusters Score -6465174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -6465194.500000 Penalty: 3613.267822
	Iteration 14Q: 3 clusters Score -6465194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 67208 members 
Entering Unmasked Estep 
Score: -6465205.000000 Penalty: 3613.267822
	Iteration 15Q: 3 clusters Score -6465205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -6465235.500000 Penalty: 3613.267822
	Iteration 16Q: 3 clusters Score -6465236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -6465252.500000 Penalty: 3613.267822
	Iteration 17Q: 3 clusters Score -6465252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -6465261.000000 Penalty: 3613.267822
	Iteration 18Q: 3 clusters Score -6465261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -6465261.000000 Penalty: 3613.267822
	Iteration 19Q: 3 clusters Score -6465261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 67226 members 
Entering Unmasked Estep 
Score: -6465263.000000 Penalty: 3613.267822
	Iteration 20F: 3 clusters Score -6465263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -609283.937500 Penalty: 1420.564575
	Iteration 0F: 2 clusters Score -609283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -604497.312500 Penalty: 2841.129150
	Iteration 0F: 3 clusters Score -604497.3 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -605888.375000 Penalty: 2841.129150
	Iteration 1F: 3 clusters Score -605888.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -606042.562500 Penalty: 2841.129150
	Iteration 2F: 3 clusters Score -606042.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -606154.312500 Penalty: 2841.129150
	Iteration 3Q: 3 clusters Score -606154.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -606250.687500 Penalty: 2841.129150
	Iteration 4Q: 3 clusters Score -606250.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -606319.937500 Penalty: 2841.129150
	Iteration 5Q: 3 clusters Score -606319.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -606378.875000 Penalty: 2841.129150
	Iteration 6Q: 3 clusters Score -606378.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -606456.625000 Penalty: 2841.129150
	Iteration 7Q: 3 clusters Score -606456.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -606538.875000 Penalty: 2841.129150
	Iteration 8Q: 3 clusters Score -606538.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -606637.500000 Penalty: 2841.129150
	Iteration 9Q: 3 clusters Score -606637.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -606745.937500 Penalty: 2841.129150
	Iteration 10Q: 3 clusters Score -606745.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -606853.437500 Penalty: 2841.129150
	Iteration 11Q: 3 clusters Score -606853.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -606950.062500 Penalty: 2841.129150
	Iteration 12Q: 3 clusters Score -606950.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -607054.750000 Penalty: 2841.129150
	Iteration 13Q: 3 clusters Score -607054.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -607167.500000 Penalty: 2841.129150
	Iteration 14Q: 3 clusters Score -607167.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -607266.625000 Penalty: 2841.129150
	Iteration 15Q: 3 clusters Score -607266.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -607354.562500 Penalty: 2841.129150
	Iteration 16Q: 3 clusters Score -607354.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -607451.187500 Penalty: 2841.129150
	Iteration 17Q: 3 clusters Score -607451.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -607539.500000 Penalty: 2841.129150
	Iteration 18Q: 3 clusters Score -607539.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -607624.375000 Penalty: 2841.129150
	Iteration 19Q: 3 clusters Score -607624.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -607696.437500 Penalty: 2841.129150
	Iteration 20F: 3 clusters Score -607696.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -607754.875000 Penalty: 2841.129150
	Iteration 21Q: 3 clusters Score -607754.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -607800.625000 Penalty: 2841.129150
	Iteration 22Q: 3 clusters Score -607800.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -607839.937500 Penalty: 2841.129150
	Iteration 23Q: 3 clusters Score -607839.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -607883.750000 Penalty: 2841.129150
	Iteration 24Q: 3 clusters Score -607883.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -607916.812500 Penalty: 2841.129150
	Iteration 25Q: 3 clusters Score -607916.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -607944.437500 Penalty: 2841.129150
	Iteration 26Q: 3 clusters Score -607944.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -607964.812500 Penalty: 2841.129150
	Iteration 27Q: 3 clusters Score -607964.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -607976.062500 Penalty: 2841.129150
	Iteration 28Q: 3 clusters Score -607976.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -607990.625000 Penalty: 2841.129150
	Iteration 29Q: 3 clusters Score -607990.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -608005.000000 Penalty: 2841.129150
	Iteration 30Q: 3 clusters Score -608005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -608013.750000 Penalty: 2841.129150
	Iteration 31Q: 3 clusters Score -608013.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -608020.062500 Penalty: 2841.129150
	Iteration 32Q: 3 clusters Score -608020.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -608025.125000 Penalty: 2841.129150
	Iteration 33Q: 3 clusters Score -608025.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -608029.937500 Penalty: 2841.129150
	Iteration 34Q: 3 clusters Score -608029.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -608034.312500 Penalty: 2841.129150
	Iteration 35Q: 3 clusters Score -608034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -608035.937500 Penalty: 2841.129150
	Iteration 36Q: 3 clusters Score -608035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -608038.687500 Penalty: 2841.129150
	Iteration 37Q: 3 clusters Score -608038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -608039.000000 Penalty: 2841.129150
	Iteration 38Q: 3 clusters Score -608039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -608040.000000 Penalty: 2841.129150
	Iteration 39Q: 3 clusters Score -608040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -608041.875000 Penalty: 2841.129150
	Iteration 40F: 3 clusters Score -608041.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -608045.312500 Penalty: 2841.129150
	Iteration 41Q: 3 clusters Score -608045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -608044.500000 Penalty: 2841.129150
	Iteration 42Q: 3 clusters Score -608044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -608044.812500 Penalty: 2841.129150
	Iteration 43Q: 3 clusters Score -608044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -608044.812500 Penalty: 2841.129150
	Iteration 44F: 3 clusters Score -608044.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Entering Unmasked Estep 
Score: -2032386.875000 Penalty: 1617.012939
	Iteration 0F: 2 clusters Score -2032387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2018153.500000 Penalty: 3234.025879
	Iteration 0F: 3 clusters Score -2018154 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2023195.250000 Penalty: 3234.025879
	Iteration 1F: 3 clusters Score -2023195 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2023468.500000 Penalty: 3234.025879
	Iteration 2Q: 3 clusters Score -2023468 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2023711.750000 Penalty: 3234.025879
	Iteration 3Q: 3 clusters Score -2023712 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2023953.000000 Penalty: 3234.025879
	Iteration 4Q: 3 clusters Score -2023953 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2024235.000000 Penalty: 3234.025879
	Iteration 5Q: 3 clusters Score -2024235 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2024609.250000 Penalty: 3234.025879
	Iteration 6Q: 3 clusters Score -2024609 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2025154.125000 Penalty: 3234.025879
	Iteration 7Q: 3 clusters Score -2025154 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2025953.000000 Penalty: 3234.025879
	Iteration 8F: 3 clusters Score -2025953 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2026956.625000 Penalty: 3234.025879
	Iteration 9F: 3 clusters Score -2026957 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2028018.375000 Penalty: 3234.025879
	Iteration 10F: 3 clusters Score -2028018 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2029032.125000 Penalty: 3234.025879
	Iteration 11F: 3 clusters Score -2029032 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2029835.875000 Penalty: 3234.025879
	Iteration 12Q: 3 clusters Score -2029836 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2030369.875000 Penalty: 3234.025879
	Iteration 13Q: 3 clusters Score -2030370 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2030626.250000 Penalty: 3234.025879
	Iteration 14Q: 3 clusters Score -2030626 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2030776.750000 Penalty: 3234.025879
	Iteration 15Q: 3 clusters Score -2030777 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2030856.375000 Penalty: 3234.025879
	Iteration 16Q: 3 clusters Score -2030856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2030903.000000 Penalty: 3234.025879
	Iteration 17Q: 3 clusters Score -2030903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2030932.875000 Penalty: 3234.025879
	Iteration 18Q: 3 clusters Score -2030933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2030949.750000 Penalty: 3234.025879
	Iteration 19Q: 3 clusters Score -2030950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2030958.750000 Penalty: 3234.025879
	Iteration 20F: 3 clusters Score -2030959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2030963.250000 Penalty: 3234.025879
	Iteration 21Q: 3 clusters Score -2030963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2030963.875000 Penalty: 3234.025879
	Iteration 22Q: 3 clusters Score -2030964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2030966.875000 Penalty: 3234.025879
	Iteration 23Q: 3 clusters Score -2030967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2030971.250000 Penalty: 3234.025879
	Iteration 24Q: 3 clusters Score -2030971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2030974.500000 Penalty: 3234.025879
	Iteration 25Q: 3 clusters Score -2030974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2030975.250000 Penalty: 3234.025879
	Iteration 26Q: 3 clusters Score -2030975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2030974.000000 Penalty: 3234.025879
	Iteration 27Q: 3 clusters Score -2030974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2030975.875000 Penalty: 3234.025879
	Iteration 28Q: 3 clusters Score -2030976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2030976.250000 Penalty: 3234.025879
	Iteration 29Q: 3 clusters Score -2030976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2030976.250000 Penalty: 3234.025879
	Iteration 30F: 3 clusters Score -2030976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Entering Unmasked Estep 
Score: -4240662.500000 Penalty: 1736.864014
	Iteration 0F: 2 clusters Score -4240662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -4211122.500000 Penalty: 3473.728027
	Iteration 0F: 3 clusters Score -4211122 nChanged 20566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4222706.000000 Penalty: 3473.728027
	Iteration 1F: 3 clusters Score -4222706 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -4223188.500000 Penalty: 3473.728027
	Iteration 2Q: 3 clusters Score -4223188 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -4223745.000000 Penalty: 3473.728027
	Iteration 3Q: 3 clusters Score -4223745 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4224420.000000 Penalty: 3473.728027
	Iteration 4Q: 3 clusters Score -4224420 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -4225216.000000 Penalty: 3473.728027
	Iteration 5Q: 3 clusters Score -4225216 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -4226081.500000 Penalty: 3473.728027
	Iteration 6Q: 3 clusters Score -4226082 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4226968.500000 Penalty: 3473.728027
	Iteration 7Q: 3 clusters Score -4226968 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -4227889.500000 Penalty: 3473.728027
	Iteration 8Q: 3 clusters Score -4227890 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -4228758.500000 Penalty: 3473.728027
	Iteration 9Q: 3 clusters Score -4228758 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -4229655.500000 Penalty: 3473.728027
	Iteration 10Q: 3 clusters Score -4229656 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4230565.000000 Penalty: 3473.728027
	Iteration 11Q: 3 clusters Score -4230565 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4231631.500000 Penalty: 3473.728027
	Iteration 12Q: 3 clusters Score -4231632 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -4232786.000000 Penalty: 3473.728027
	Iteration 13Q: 3 clusters Score -4232786 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -4234024.000000 Penalty: 3473.728027
	Iteration 14Q: 3 clusters Score -4234024 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -4235315.000000 Penalty: 3473.728027
	Iteration 15Q: 3 clusters Score -4235315 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -4236593.000000 Penalty: 3473.728027
	Iteration 16Q: 3 clusters Score -4236593 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -4237573.500000 Penalty: 3473.728027
	Iteration 17Q: 3 clusters Score -4237574 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -4238240.000000 Penalty: 3473.728027
	Iteration 18Q: 3 clusters Score -4238240 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -4238638.500000 Penalty: 3473.728027
	Iteration 19Q: 3 clusters Score -4238638 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -4238933.000000 Penalty: 3473.728027
	Iteration 20F: 3 clusters Score -4238933 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -4239076.000000 Penalty: 3473.728027
	Iteration 21Q: 3 clusters Score -4239076 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -4239147.500000 Penalty: 3473.728027
	Iteration 22Q: 3 clusters Score -4239148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -4239203.000000 Penalty: 3473.728027
	Iteration 23Q: 3 clusters Score -4239203 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -4239231.500000 Penalty: 3473.728027
	Iteration 24Q: 3 clusters Score -4239232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -4239253.000000 Penalty: 3473.728027
	Iteration 25Q: 3 clusters Score -4239253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -4239276.000000 Penalty: 3473.728027
	Iteration 26Q: 3 clusters Score -4239276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -4239310.000000 Penalty: 3473.728027
	Iteration 27Q: 3 clusters Score -4239310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -4239324.000000 Penalty: 3473.728027
	Iteration 28Q: 3 clusters Score -4239324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -4239343.500000 Penalty: 3473.728027
	Iteration 29Q: 3 clusters Score -4239344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -4239349.500000 Penalty: 3473.728027
	Iteration 30Q: 3 clusters Score -4239350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -4239358.000000 Penalty: 3473.728027
	Iteration 31Q: 3 clusters Score -4239358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -4239356.500000 Penalty: 3473.728027
	Iteration 32Q: 3 clusters Score -4239356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -4239358.000000 Penalty: 3473.728027
	Iteration 33Q: 3 clusters Score -4239358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -4239364.500000 Penalty: 3473.728027
	Iteration 34Q: 3 clusters Score -4239364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -4239369.000000 Penalty: 3473.728027
	Iteration 35Q: 3 clusters Score -4239369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -4239376.500000 Penalty: 3473.728027
	Iteration 36Q: 3 clusters Score -4239376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -4239385.500000 Penalty: 3473.728027
	Iteration 37Q: 3 clusters Score -4239386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -4239382.500000 Penalty: 3473.728027
	Iteration 38Q: 3 clusters Score -4239382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -4239386.000000 Penalty: 3473.728027
	Iteration 39Q: 3 clusters Score -4239386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -4239384.500000 Penalty: 3473.728027
	Iteration 40F: 3 clusters Score -4239384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -4239387.000000 Penalty: 3473.728027
	Iteration 41Q: 3 clusters Score -4239387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -4239387.000000 Penalty: 3473.728027
	Iteration 42F: 3 clusters Score -4239387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -445951.125000 Penalty: 1374.816772
	Iteration 0F: 2 clusters Score -445951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -442166.718750 Penalty: 2749.633545
	Iteration 0F: 3 clusters Score -442166.7 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -443166.031250 Penalty: 2749.633545
	Iteration 1F: 3 clusters Score -443166 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -443334.218750 Penalty: 2749.633545
	Iteration 2F: 3 clusters Score -443334.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -443455.312500 Penalty: 2749.633545
	Iteration 3F: 3 clusters Score -443455.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -443544.250000 Penalty: 2749.633545
	Iteration 4Q: 3 clusters Score -443544.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -443604.062500 Penalty: 2749.633545
	Iteration 5Q: 3 clusters Score -443604.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -443677.156250 Penalty: 2749.633545
	Iteration 6Q: 3 clusters Score -443677.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -443800.312500 Penalty: 2749.633545
	Iteration 7Q: 3 clusters Score -443800.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -444005.281250 Penalty: 2749.633545
	Iteration 8Q: 3 clusters Score -444005.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -444264.125000 Penalty: 2749.633545
	Iteration 9F: 3 clusters Score -444264.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -444602.031250 Penalty: 2749.633545
	Iteration 10F: 3 clusters Score -444602 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -444932.218750 Penalty: 2749.633545
	Iteration 11F: 3 clusters Score -444932.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -445190.312500 Penalty: 2749.633545
	Iteration 12Q: 3 clusters Score -445190.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -445448.031250 Penalty: 2749.633545
	Iteration 13Q: 3 clusters Score -445448 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -445639.531250 Penalty: 2749.633545
	Iteration 14Q: 3 clusters Score -445639.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -445749.312500 Penalty: 2749.633545
	Iteration 15Q: 3 clusters Score -445749.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -445845.000000 Penalty: 2749.633545
	Iteration 16Q: 3 clusters Score -445845 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -445973.593750 Penalty: 2749.633545
	Iteration 17Q: 3 clusters Score -445973.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -446102.531250 Penalty: 2749.633545
	Iteration 18Q: 3 clusters Score -446102.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -446216.250000 Penalty: 2749.633545
	Iteration 19Q: 3 clusters Score -446216.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -446277.968750 Penalty: 2749.633545
	Iteration 20F: 3 clusters Score -446278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -446321.187500 Penalty: 2749.633545
	Iteration 21Q: 3 clusters Score -446321.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -446356.093750 Penalty: 2749.633545
	Iteration 22Q: 3 clusters Score -446356.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -446371.781250 Penalty: 2749.633545
	Iteration 23Q: 3 clusters Score -446371.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -446382.156250 Penalty: 2749.633545
	Iteration 24Q: 3 clusters Score -446382.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -446388.750000 Penalty: 2749.633545
	Iteration 25Q: 3 clusters Score -446388.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -446392.750000 Penalty: 2749.633545
	Iteration 26Q: 3 clusters Score -446392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -446394.031250 Penalty: 2749.633545
	Iteration 27Q: 3 clusters Score -446394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -446397.875000 Penalty: 2749.633545
	Iteration 28Q: 3 clusters Score -446397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -446398.406250 Penalty: 2749.633545
	Iteration 29Q: 3 clusters Score -446398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -446399.156250 Penalty: 2749.633545
	Iteration 30Q: 3 clusters Score -446399.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -446399.156250 Penalty: 2749.633545
	Iteration 31F: 3 clusters Score -446399.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 5696 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 122290 members 
Mstep: Class 6 contains 67356 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 43844 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 19604 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 43113 members 
Mstep: Class 20 contains 16112 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 630 members 
Mstep: Class 27 contains 2424 members 
Entering Unmasked Estep 
Score: -44839264.000000 Penalty: 57404.140625
Splitting cluster 10 changes total score from -44839596.000000 to -44839264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (11309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Entering Unmasked Estep 
Score: -1090051.625000 Penalty: 1516.670044
	Iteration 0F: 2 clusters Score -1090052 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 5675 members 
Entering Unmasked Estep 
Score: -1082029.250000 Penalty: 3033.340088
	Iteration 0F: 3 clusters Score -1082029 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1084806.250000 Penalty: 3033.340088
	Iteration 1F: 3 clusters Score -1084806 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1085125.750000 Penalty: 3033.340088
	Iteration 2F: 3 clusters Score -1085126 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1085370.125000 Penalty: 3033.340088
	Iteration 3F: 3 clusters Score -1085370 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1085565.250000 Penalty: 3033.340088
	Iteration 4Q: 3 clusters Score -1085565 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1085748.875000 Penalty: 3033.340088
	Iteration 5Q: 3 clusters Score -1085749 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1085920.250000 Penalty: 3033.340088
	Iteration 6Q: 3 clusters Score -1085920 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1086087.375000 Penalty: 3033.340088
	Iteration 7Q: 3 clusters Score -1086087 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1086224.625000 Penalty: 3033.340088
	Iteration 8Q: 3 clusters Score -1086225 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1086348.875000 Penalty: 3033.340088
	Iteration 9Q: 3 clusters Score -1086349 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1086512.375000 Penalty: 3033.340088
	Iteration 10Q: 3 clusters Score -1086512 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1086713.875000 Penalty: 3033.340088
	Iteration 11Q: 3 clusters Score -1086714 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1086924.750000 Penalty: 3033.340088
	Iteration 12Q: 3 clusters Score -1086925 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1087165.875000 Penalty: 3033.340088
	Iteration 13Q: 3 clusters Score -1087166 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1087421.875000 Penalty: 3033.340088
	Iteration 14Q: 3 clusters Score -1087422 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1087651.875000 Penalty: 3033.340088
	Iteration 15Q: 3 clusters Score -1087652 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1087838.625000 Penalty: 3033.340088
	Iteration 16Q: 3 clusters Score -1087839 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1088008.000000 Penalty: 3033.340088
	Iteration 17Q: 3 clusters Score -1088008 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1088172.250000 Penalty: 3033.340088
	Iteration 18Q: 3 clusters Score -1088172 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1088292.000000 Penalty: 3033.340088
	Iteration 19Q: 3 clusters Score -1088292 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1088394.750000 Penalty: 3033.340088
	Iteration 20F: 3 clusters Score -1088395 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1088490.125000 Penalty: 3033.340088
	Iteration 21Q: 3 clusters Score -1088490 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1088593.250000 Penalty: 3033.340088
	Iteration 22Q: 3 clusters Score -1088593 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1088698.750000 Penalty: 3033.340088
	Iteration 23Q: 3 clusters Score -1088699 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1088774.250000 Penalty: 3033.340088
	Iteration 24Q: 3 clusters Score -1088774 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1088822.875000 Penalty: 3033.340088
	Iteration 25Q: 3 clusters Score -1088823 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1088853.750000 Penalty: 3033.340088
	Iteration 26Q: 3 clusters Score -1088854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1088879.500000 Penalty: 3033.340088
	Iteration 27Q: 3 clusters Score -1088880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1088894.875000 Penalty: 3033.340088
	Iteration 28Q: 3 clusters Score -1088895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1088908.375000 Penalty: 3033.340088
	Iteration 29Q: 3 clusters Score -1088908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1088925.500000 Penalty: 3033.340088
	Iteration 30Q: 3 clusters Score -1088926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1088932.750000 Penalty: 3033.340088
	Iteration 31Q: 3 clusters Score -1088933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1088938.375000 Penalty: 3033.340088
	Iteration 32Q: 3 clusters Score -1088938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1088940.625000 Penalty: 3033.340088
	Iteration 33Q: 3 clusters Score -1088941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1088943.625000 Penalty: 3033.340088
	Iteration 34Q: 3 clusters Score -1088944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1088946.375000 Penalty: 3033.340088
	Iteration 35Q: 3 clusters Score -1088946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1088946.500000 Penalty: 3033.340088
	Iteration 36Q: 3 clusters Score -1088946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1088947.500000 Penalty: 3033.340088
	Iteration 37Q: 3 clusters Score -1088948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1088949.375000 Penalty: 3033.340088
	Iteration 38Q: 3 clusters Score -1088949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1088949.500000 Penalty: 3033.340088
	Iteration 39Q: 3 clusters Score -1088950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1088950.000000 Penalty: 3033.340088
	Iteration 40F: 3 clusters Score -1088950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1088948.625000 Penalty: 3033.340088
	Iteration 41Q: 3 clusters Score -1088949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1088950.375000 Penalty: 3033.340088
	Iteration 42Q: 3 clusters Score -1088950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1088949.875000 Penalty: 3033.340088
	Iteration 43Q: 3 clusters Score -1088950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1088953.875000 Penalty: 3033.340088
	Iteration 44Q: 3 clusters Score -1088954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1088951.875000 Penalty: 3033.340088
	Iteration 45Q: 3 clusters Score -1088952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1088952.500000 Penalty: 3033.340088
	Iteration 46Q: 3 clusters Score -1088952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1088952.250000 Penalty: 3033.340088
	Iteration 47Q: 3 clusters Score -1088952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1088950.500000 Penalty: 3033.340088
	Iteration 48Q: 3 clusters Score -1088950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1088953.250000 Penalty: 3033.340088
	Iteration 49Q: 3 clusters Score -1088953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1088953.500000 Penalty: 3033.340088
	Iteration 50Q: 3 clusters Score -1088954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1088953.500000 Penalty: 3033.340088
	Iteration 51F: 3 clusters Score -1088954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Entering Unmasked Estep 
Score: -1844985.125000 Penalty: 1606.066895
	Iteration 0F: 2 clusters Score -1844985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1831730.875000 Penalty: 3212.133789
	Iteration 0F: 3 clusters Score -1831731 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1836726.875000 Penalty: 3212.133789
	Iteration 1F: 3 clusters Score -1836727 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1837456.375000 Penalty: 3212.133789
	Iteration 2F: 3 clusters Score -1837456 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1838239.500000 Penalty: 3212.133789
	Iteration 3F: 3 clusters Score -1838240 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1839092.125000 Penalty: 3212.133789
	Iteration 4F: 3 clusters Score -1839092 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1839954.750000 Penalty: 3212.133789
	Iteration 5F: 3 clusters Score -1839955 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1840810.000000 Penalty: 3212.133789
	Iteration 6F: 3 clusters Score -1840810 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1841525.625000 Penalty: 3212.133789
	Iteration 7F: 3 clusters Score -1841526 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1842118.625000 Penalty: 3212.133789
	Iteration 8Q: 3 clusters Score -1842119 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1842562.250000 Penalty: 3212.133789
	Iteration 9Q: 3 clusters Score -1842562 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1842848.875000 Penalty: 3212.133789
	Iteration 10Q: 3 clusters Score -1842849 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1843049.375000 Penalty: 3212.133789
	Iteration 11Q: 3 clusters Score -1843049 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1843170.000000 Penalty: 3212.133789
	Iteration 12Q: 3 clusters Score -1843170 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1843286.875000 Penalty: 3212.133789
	Iteration 13Q: 3 clusters Score -1843287 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1843359.125000 Penalty: 3212.133789
	Iteration 14Q: 3 clusters Score -1843359 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1843417.000000 Penalty: 3212.133789
	Iteration 15Q: 3 clusters Score -1843417 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1843464.875000 Penalty: 3212.133789
	Iteration 16Q: 3 clusters Score -1843465 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1843505.500000 Penalty: 3212.133789
	Iteration 17Q: 3 clusters Score -1843506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1843537.125000 Penalty: 3212.133789
	Iteration 18Q: 3 clusters Score -1843537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1843567.625000 Penalty: 3212.133789
	Iteration 19Q: 3 clusters Score -1843568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1843607.000000 Penalty: 3212.133789
	Iteration 20F: 3 clusters Score -1843607 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1843624.125000 Penalty: 3212.133789
	Iteration 21Q: 3 clusters Score -1843624 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1843648.375000 Penalty: 3212.133789
	Iteration 22Q: 3 clusters Score -1843648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1843666.500000 Penalty: 3212.133789
	Iteration 23Q: 3 clusters Score -1843666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1843695.000000 Penalty: 3212.133789
	Iteration 24Q: 3 clusters Score -1843695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1843715.000000 Penalty: 3212.133789
	Iteration 25Q: 3 clusters Score -1843715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1843732.375000 Penalty: 3212.133789
	Iteration 26Q: 3 clusters Score -1843732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1843738.875000 Penalty: 3212.133789
	Iteration 27Q: 3 clusters Score -1843739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1843744.000000 Penalty: 3212.133789
	Iteration 28Q: 3 clusters Score -1843744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1843750.000000 Penalty: 3212.133789
	Iteration 29Q: 3 clusters Score -1843750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1843754.750000 Penalty: 3212.133789
	Iteration 30Q: 3 clusters Score -1843755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1843762.250000 Penalty: 3212.133789
	Iteration 31Q: 3 clusters Score -1843762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1843763.500000 Penalty: 3212.133789
	Iteration 32Q: 3 clusters Score -1843764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1843767.250000 Penalty: 3212.133789
	Iteration 33Q: 3 clusters Score -1843767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1843766.250000 Penalty: 3212.133789
	Iteration 34Q: 3 clusters Score -1843766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1843766.000000 Penalty: 3212.133789
	Iteration 35Q: 3 clusters Score -1843766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1843769.125000 Penalty: 3212.133789
	Iteration 36Q: 3 clusters Score -1843769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1843768.375000 Penalty: 3212.133789
	Iteration 37Q: 3 clusters Score -1843768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1843768.500000 Penalty: 3212.133789
	Iteration 38Q: 3 clusters Score -1843768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1843768.875000 Penalty: 3212.133789
	Iteration 39Q: 3 clusters Score -1843769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1843769.750000 Penalty: 3212.133789
	Iteration 40F: 3 clusters Score -1843770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1843768.625000 Penalty: 3212.133789
	Iteration 41Q: 3 clusters Score -1843769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1843768.625000 Penalty: 3212.133789
	Iteration 42F: 3 clusters Score -1843769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Entering Unmasked Estep 
Score: -2547154.750000 Penalty: 1654.419556
	Iteration 0F: 2 clusters Score -2547155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2529370.250000 Penalty: 3308.839111
	Iteration 0F: 3 clusters Score -2529370 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2536023.750000 Penalty: 3308.839111
	Iteration 1F: 3 clusters Score -2536024 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2536404.500000 Penalty: 3308.839111
	Iteration 2Q: 3 clusters Score -2536404 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2536831.250000 Penalty: 3308.839111
	Iteration 3Q: 3 clusters Score -2536831 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2537355.750000 Penalty: 3308.839111
	Iteration 4Q: 3 clusters Score -2537356 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2537959.500000 Penalty: 3308.839111
	Iteration 5Q: 3 clusters Score -2537960 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2538770.500000 Penalty: 3308.839111
	Iteration 6F: 3 clusters Score -2538770 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2539818.750000 Penalty: 3308.839111
	Iteration 7F: 3 clusters Score -2539819 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2541046.250000 Penalty: 3308.839111
	Iteration 8F: 3 clusters Score -2541046 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2542281.250000 Penalty: 3308.839111
	Iteration 9F: 3 clusters Score -2542281 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2543360.750000 Penalty: 3308.839111
	Iteration 10Q: 3 clusters Score -2543361 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2544052.000000 Penalty: 3308.839111
	Iteration 11Q: 3 clusters Score -2544052 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2544491.250000 Penalty: 3308.839111
	Iteration 12Q: 3 clusters Score -2544491 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2544796.250000 Penalty: 3308.839111
	Iteration 13Q: 3 clusters Score -2544796 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2545051.500000 Penalty: 3308.839111
	Iteration 14Q: 3 clusters Score -2545052 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2545246.250000 Penalty: 3308.839111
	Iteration 15Q: 3 clusters Score -2545246 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2545394.750000 Penalty: 3308.839111
	Iteration 16Q: 3 clusters Score -2545395 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2545502.250000 Penalty: 3308.839111
	Iteration 17Q: 3 clusters Score -2545502 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2545572.750000 Penalty: 3308.839111
	Iteration 18Q: 3 clusters Score -2545573 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2545630.250000 Penalty: 3308.839111
	Iteration 19Q: 3 clusters Score -2545630 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2545673.500000 Penalty: 3308.839111
	Iteration 20F: 3 clusters Score -2545674 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2545713.250000 Penalty: 3308.839111
	Iteration 21Q: 3 clusters Score -2545713 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2545738.250000 Penalty: 3308.839111
	Iteration 22Q: 3 clusters Score -2545738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2545774.250000 Penalty: 3308.839111
	Iteration 23Q: 3 clusters Score -2545774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2545793.000000 Penalty: 3308.839111
	Iteration 24Q: 3 clusters Score -2545793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2545809.000000 Penalty: 3308.839111
	Iteration 25Q: 3 clusters Score -2545809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2545819.250000 Penalty: 3308.839111
	Iteration 26Q: 3 clusters Score -2545819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2545835.500000 Penalty: 3308.839111
	Iteration 27Q: 3 clusters Score -2545836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2545840.750000 Penalty: 3308.839111
	Iteration 28Q: 3 clusters Score -2545841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2545849.250000 Penalty: 3308.839111
	Iteration 29Q: 3 clusters Score -2545849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2545855.000000 Penalty: 3308.839111
	Iteration 30Q: 3 clusters Score -2545855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2545857.000000 Penalty: 3308.839111
	Iteration 31Q: 3 clusters Score -2545857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2545859.000000 Penalty: 3308.839111
	Iteration 32Q: 3 clusters Score -2545859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2545861.750000 Penalty: 3308.839111
	Iteration 33Q: 3 clusters Score -2545862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2545862.750000 Penalty: 3308.839111
	Iteration 34Q: 3 clusters Score -2545863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2545865.000000 Penalty: 3308.839111
	Iteration 35Q: 3 clusters Score -2545865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2545864.500000 Penalty: 3308.839111
	Iteration 36Q: 3 clusters Score -2545864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2545865.750000 Penalty: 3308.839111
	Iteration 37Q: 3 clusters Score -2545866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2545867.250000 Penalty: 3308.839111
	Iteration 38Q: 3 clusters Score -2545867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2545869.500000 Penalty: 3308.839111
	Iteration 39Q: 3 clusters Score -2545870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2545874.250000 Penalty: 3308.839111
	Iteration 40F: 3 clusters Score -2545874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2545871.500000 Penalty: 3308.839111
	Iteration 41Q: 3 clusters Score -2545872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2545871.500000 Penalty: 3308.839111
	Iteration 42F: 3 clusters Score -2545872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Entering Unmasked Estep 
Score: -2364935.750000 Penalty: 1641.356689
	Iteration 0F: 2 clusters Score -2364936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2348453.000000 Penalty: 3282.713379
	Iteration 0F: 3 clusters Score -2348453 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2354399.500000 Penalty: 3282.713379
	Iteration 1F: 3 clusters Score -2354400 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2354733.250000 Penalty: 3282.713379
	Iteration 2Q: 3 clusters Score -2354733 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2355061.750000 Penalty: 3282.713379
	Iteration 3Q: 3 clusters Score -2355062 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2355396.000000 Penalty: 3282.713379
	Iteration 4Q: 3 clusters Score -2355396 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2355756.750000 Penalty: 3282.713379
	Iteration 5Q: 3 clusters Score -2355757 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2356149.000000 Penalty: 3282.713379
	Iteration 6Q: 3 clusters Score -2356149 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2356621.500000 Penalty: 3282.713379
	Iteration 7Q: 3 clusters Score -2356622 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2357192.750000 Penalty: 3282.713379
	Iteration 8Q: 3 clusters Score -2357193 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2357878.750000 Penalty: 3282.713379
	Iteration 9Q: 3 clusters Score -2357879 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2358696.750000 Penalty: 3282.713379
	Iteration 10F: 3 clusters Score -2358697 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2359665.000000 Penalty: 3282.713379
	Iteration 11F: 3 clusters Score -2359665 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2360644.750000 Penalty: 3282.713379
	Iteration 12F: 3 clusters Score -2360645 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2361532.500000 Penalty: 3282.713379
	Iteration 13Q: 3 clusters Score -2361532 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2362227.500000 Penalty: 3282.713379
	Iteration 14Q: 3 clusters Score -2362228 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2362725.250000 Penalty: 3282.713379
	Iteration 15Q: 3 clusters Score -2362725 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2363031.750000 Penalty: 3282.713379
	Iteration 16Q: 3 clusters Score -2363032 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2363220.250000 Penalty: 3282.713379
	Iteration 17Q: 3 clusters Score -2363220 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2363325.500000 Penalty: 3282.713379
	Iteration 18Q: 3 clusters Score -2363326 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2363383.000000 Penalty: 3282.713379
	Iteration 19Q: 3 clusters Score -2363383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2363430.500000 Penalty: 3282.713379
	Iteration 20F: 3 clusters Score -2363430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2363469.250000 Penalty: 3282.713379
	Iteration 21Q: 3 clusters Score -2363469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2363488.000000 Penalty: 3282.713379
	Iteration 22Q: 3 clusters Score -2363488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2363496.750000 Penalty: 3282.713379
	Iteration 23Q: 3 clusters Score -2363497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2363506.250000 Penalty: 3282.713379
	Iteration 24Q: 3 clusters Score -2363506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2363506.500000 Penalty: 3282.713379
	Iteration 25Q: 3 clusters Score -2363506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2363507.250000 Penalty: 3282.713379
	Iteration 26Q: 3 clusters Score -2363507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2363511.250000 Penalty: 3282.713379
	Iteration 27Q: 3 clusters Score -2363511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2363517.000000 Penalty: 3282.713379
	Iteration 28Q: 3 clusters Score -2363517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2363523.500000 Penalty: 3282.713379
	Iteration 29Q: 3 clusters Score -2363524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2363529.250000 Penalty: 3282.713379
	Iteration 30Q: 3 clusters Score -2363529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2363531.500000 Penalty: 3282.713379
	Iteration 31Q: 3 clusters Score -2363532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2363531.750000 Penalty: 3282.713379
	Iteration 32Q: 3 clusters Score -2363532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2363533.000000 Penalty: 3282.713379
	Iteration 33Q: 3 clusters Score -2363533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2363535.500000 Penalty: 3282.713379
	Iteration 34Q: 3 clusters Score -2363536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2363536.000000 Penalty: 3282.713379
	Iteration 35Q: 3 clusters Score -2363536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2363541.750000 Penalty: 3282.713379
	Iteration 36Q: 3 clusters Score -2363542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2363546.250000 Penalty: 3282.713379
	Iteration 37Q: 3 clusters Score -2363546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2363546.250000 Penalty: 3282.713379
	Iteration 38F: 3 clusters Score -2363546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Entering Unmasked Estep 
Score: -367609.000000 Penalty: 1357.175049
	Iteration 0F: 2 clusters Score -367609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -364171.843750 Penalty: 2714.350098
	Iteration 0F: 3 clusters Score -364171.8 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -365183.250000 Penalty: 2714.350098
	Iteration 1F: 3 clusters Score -365183.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -365399.968750 Penalty: 2714.350098
	Iteration 2F: 3 clusters Score -365400 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -365605.468750 Penalty: 2714.350098
	Iteration 3F: 3 clusters Score -365605.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -365819.718750 Penalty: 2714.350098
	Iteration 4F: 3 clusters Score -365819.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -365979.250000 Penalty: 2714.350098
	Iteration 5Q: 3 clusters Score -365979.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -366110.093750 Penalty: 2714.350098
	Iteration 6Q: 3 clusters Score -366110.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -366206.656250 Penalty: 2714.350098
	Iteration 7Q: 3 clusters Score -366206.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -366273.125000 Penalty: 2714.350098
	Iteration 8Q: 3 clusters Score -366273.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -366339.406250 Penalty: 2714.350098
	Iteration 9Q: 3 clusters Score -366339.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -366404.156250 Penalty: 2714.350098
	Iteration 10Q: 3 clusters Score -366404.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -366462.218750 Penalty: 2714.350098
	Iteration 11Q: 3 clusters Score -366462.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -366513.687500 Penalty: 2714.350098
	Iteration 12Q: 3 clusters Score -366513.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -366549.312500 Penalty: 2714.350098
	Iteration 13Q: 3 clusters Score -366549.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -366578.281250 Penalty: 2714.350098
	Iteration 14Q: 3 clusters Score -366578.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -366606.812500 Penalty: 2714.350098
	Iteration 15Q: 3 clusters Score -366606.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -366630.968750 Penalty: 2714.350098
	Iteration 16Q: 3 clusters Score -366631 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -366659.750000 Penalty: 2714.350098
	Iteration 17Q: 3 clusters Score -366659.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -366686.000000 Penalty: 2714.350098
	Iteration 18Q: 3 clusters Score -366686 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -366715.468750 Penalty: 2714.350098
	Iteration 19Q: 3 clusters Score -366715.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -366738.562500 Penalty: 2714.350098
	Iteration 20F: 3 clusters Score -366738.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -366765.906250 Penalty: 2714.350098
	Iteration 21Q: 3 clusters Score -366765.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -366795.812500 Penalty: 2714.350098
	Iteration 22Q: 3 clusters Score -366795.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -366828.375000 Penalty: 2714.350098
	Iteration 23Q: 3 clusters Score -366828.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -366863.906250 Penalty: 2714.350098
	Iteration 24Q: 3 clusters Score -366863.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -366896.125000 Penalty: 2714.350098
	Iteration 25Q: 3 clusters Score -366896.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -366925.625000 Penalty: 2714.350098
	Iteration 26Q: 3 clusters Score -366925.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -366963.000000 Penalty: 2714.350098
	Iteration 27Q: 3 clusters Score -366963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -367017.500000 Penalty: 2714.350098
	Iteration 28Q: 3 clusters Score -367017.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -367073.156250 Penalty: 2714.350098
	Iteration 29Q: 3 clusters Score -367073.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -367113.812500 Penalty: 2714.350098
	Iteration 30Q: 3 clusters Score -367113.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -367145.781250 Penalty: 2714.350098
	Iteration 31Q: 3 clusters Score -367145.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -367168.187500 Penalty: 2714.350098
	Iteration 32Q: 3 clusters Score -367168.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -367184.968750 Penalty: 2714.350098
	Iteration 33Q: 3 clusters Score -367185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -367203.781250 Penalty: 2714.350098
	Iteration 34Q: 3 clusters Score -367203.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -367212.312500 Penalty: 2714.350098
	Iteration 35Q: 3 clusters Score -367212.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -367230.562500 Penalty: 2714.350098
	Iteration 36Q: 3 clusters Score -367230.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -367246.531250 Penalty: 2714.350098
	Iteration 37Q: 3 clusters Score -367246.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -367268.781250 Penalty: 2714.350098
	Iteration 38Q: 3 clusters Score -367268.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -367294.281250 Penalty: 2714.350098
	Iteration 39Q: 3 clusters Score -367294.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -367307.718750 Penalty: 2714.350098
	Iteration 40F: 3 clusters Score -367307.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -367322.031250 Penalty: 2714.350098
	Iteration 41Q: 3 clusters Score -367322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -367329.968750 Penalty: 2714.350098
	Iteration 42Q: 3 clusters Score -367330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -367335.718750 Penalty: 2714.350098
	Iteration 43Q: 3 clusters Score -367335.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -367338.687500 Penalty: 2714.350098
	Iteration 44Q: 3 clusters Score -367338.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -367340.937500 Penalty: 2714.350098
	Iteration 45Q: 3 clusters Score -367340.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -367343.406250 Penalty: 2714.350098
	Iteration 46Q: 3 clusters Score -367343.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -367347.031250 Penalty: 2714.350098
	Iteration 47Q: 3 clusters Score -367347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -367351.937500 Penalty: 2714.350098
	Iteration 48Q: 3 clusters Score -367351.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -367354.562500 Penalty: 2714.350098
	Iteration 49Q: 3 clusters Score -367354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -367354.562500 Penalty: 2714.350098
	Iteration 50Q: 3 clusters Score -367354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -367356.656250 Penalty: 2714.350098
	Iteration 51Q: 3 clusters Score -367356.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -367359.156250 Penalty: 2714.350098
	Iteration 52Q: 3 clusters Score -367359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -367359.250000 Penalty: 2714.350098
	Iteration 53Q: 3 clusters Score -367359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -367359.250000 Penalty: 2714.350098
	Iteration 54F: 3 clusters Score -367359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -734473.812500 Penalty: 1454.651123
	Iteration 0F: 2 clusters Score -734473.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -728734.062500 Penalty: 2909.302246
	Iteration 0F: 3 clusters Score -728734.1 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -730639.187500 Penalty: 2909.302246
	Iteration 1F: 3 clusters Score -730639.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -731085.187500 Penalty: 2909.302246
	Iteration 2F: 3 clusters Score -731085.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -731589.875000 Penalty: 2909.302246
	Iteration 3F: 3 clusters Score -731589.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -732079.187500 Penalty: 2909.302246
	Iteration 4F: 3 clusters Score -732079.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -732514.375000 Penalty: 2909.302246
	Iteration 5F: 3 clusters Score -732514.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -732874.062500 Penalty: 2909.302246
	Iteration 6F: 3 clusters Score -732874.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -733098.500000 Penalty: 2909.302246
	Iteration 7Q: 3 clusters Score -733098.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -733232.562500 Penalty: 2909.302246
	Iteration 8Q: 3 clusters Score -733232.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -733312.312500 Penalty: 2909.302246
	Iteration 9Q: 3 clusters Score -733312.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -733367.750000 Penalty: 2909.302246
	Iteration 10Q: 3 clusters Score -733367.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -733408.687500 Penalty: 2909.302246
	Iteration 11Q: 3 clusters Score -733408.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -733434.062500 Penalty: 2909.302246
	Iteration 12Q: 3 clusters Score -733434.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -733453.187500 Penalty: 2909.302246
	Iteration 13Q: 3 clusters Score -733453.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -733461.437500 Penalty: 2909.302246
	Iteration 14Q: 3 clusters Score -733461.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -733471.437500 Penalty: 2909.302246
	Iteration 15Q: 3 clusters Score -733471.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -733480.312500 Penalty: 2909.302246
	Iteration 16Q: 3 clusters Score -733480.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -733486.000000 Penalty: 2909.302246
	Iteration 17Q: 3 clusters Score -733486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -733492.875000 Penalty: 2909.302246
	Iteration 18Q: 3 clusters Score -733492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -733491.750000 Penalty: 2909.302246
	Iteration 19Q: 3 clusters Score -733491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -733494.687500 Penalty: 2909.302246
	Iteration 20F: 3 clusters Score -733494.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -733502.437500 Penalty: 2909.302246
	Iteration 21Q: 3 clusters Score -733502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -733508.312500 Penalty: 2909.302246
	Iteration 22Q: 3 clusters Score -733508.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -733513.437500 Penalty: 2909.302246
	Iteration 23Q: 3 clusters Score -733513.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -733515.937500 Penalty: 2909.302246
	Iteration 24Q: 3 clusters Score -733515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -733518.812500 Penalty: 2909.302246
	Iteration 25Q: 3 clusters Score -733518.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -733521.437500 Penalty: 2909.302246
	Iteration 26Q: 3 clusters Score -733521.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -733523.750000 Penalty: 2909.302246
	Iteration 27Q: 3 clusters Score -733523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -733525.062500 Penalty: 2909.302246
	Iteration 28Q: 3 clusters Score -733525.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -733534.312500 Penalty: 2909.302246
	Iteration 29Q: 3 clusters Score -733534.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -733537.000000 Penalty: 2909.302246
	Iteration 30Q: 3 clusters Score -733537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -733542.875000 Penalty: 2909.302246
	Iteration 31Q: 3 clusters Score -733542.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -733547.500000 Penalty: 2909.302246
	Iteration 32Q: 3 clusters Score -733547.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -733550.750000 Penalty: 2909.302246
	Iteration 33Q: 3 clusters Score -733550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -733553.562500 Penalty: 2909.302246
	Iteration 34Q: 3 clusters Score -733553.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -733554.000000 Penalty: 2909.302246
	Iteration 35Q: 3 clusters Score -733554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -733558.187500 Penalty: 2909.302246
	Iteration 36Q: 3 clusters Score -733558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -733558.937500 Penalty: 2909.302246
	Iteration 37Q: 3 clusters Score -733558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -733560.750000 Penalty: 2909.302246
	Iteration 38Q: 3 clusters Score -733560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -733562.875000 Penalty: 2909.302246
	Iteration 39Q: 3 clusters Score -733562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -733564.937500 Penalty: 2909.302246
	Iteration 40F: 3 clusters Score -733564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -733566.187500 Penalty: 2909.302246
	Iteration 41Q: 3 clusters Score -733566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -733567.812500 Penalty: 2909.302246
	Iteration 42Q: 3 clusters Score -733567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -733567.750000 Penalty: 2909.302246
	Iteration 43Q: 3 clusters Score -733567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -733567.437500 Penalty: 2909.302246
	Iteration 44Q: 3 clusters Score -733567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -733566.312500 Penalty: 2909.302246
	Iteration 45Q: 3 clusters Score -733566.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -733568.750000 Penalty: 2909.302246
	Iteration 46Q: 3 clusters Score -733568.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -733567.312500 Penalty: 2909.302246
	Iteration 47Q: 3 clusters Score -733567.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -733569.250000 Penalty: 2909.302246
	Iteration 48Q: 3 clusters Score -733569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -733570.687500 Penalty: 2909.302246
	Iteration 49Q: 3 clusters Score -733570.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -733571.437500 Penalty: 2909.302246
	Iteration 50Q: 3 clusters Score -733571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -733571.125000 Penalty: 2909.302246
	Iteration 51Q: 3 clusters Score -733571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -733571.437500 Penalty: 2909.302246
	Iteration 52Q: 3 clusters Score -733571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -733572.312500 Penalty: 2909.302246
	Iteration 53Q: 3 clusters Score -733572.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -733572.312500 Penalty: 2909.302246
	Iteration 54F: 3 clusters Score -733572.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -439212.375000 Penalty: 1370.529663
	Iteration 0F: 2 clusters Score -439212.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -435508.187500 Penalty: 2741.059326
	Iteration 0F: 3 clusters Score -435508.2 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -436507.468750 Penalty: 2741.059326
	Iteration 1F: 3 clusters Score -436507.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -436643.250000 Penalty: 2741.059326
	Iteration 2F: 3 clusters Score -436643.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -436739.093750 Penalty: 2741.059326
	Iteration 3Q: 3 clusters Score -436739.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -436822.750000 Penalty: 2741.059326
	Iteration 4Q: 3 clusters Score -436822.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -436903.468750 Penalty: 2741.059326
	Iteration 5Q: 3 clusters Score -436903.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -436985.000000 Penalty: 2741.059326
	Iteration 6Q: 3 clusters Score -436985 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -437059.218750 Penalty: 2741.059326
	Iteration 7Q: 3 clusters Score -437059.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -437118.375000 Penalty: 2741.059326
	Iteration 8Q: 3 clusters Score -437118.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -437187.750000 Penalty: 2741.059326
	Iteration 9Q: 3 clusters Score -437187.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -437250.312500 Penalty: 2741.059326
	Iteration 10Q: 3 clusters Score -437250.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -437302.000000 Penalty: 2741.059326
	Iteration 11Q: 3 clusters Score -437302 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -437363.937500 Penalty: 2741.059326
	Iteration 12Q: 3 clusters Score -437363.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -437421.500000 Penalty: 2741.059326
	Iteration 13Q: 3 clusters Score -437421.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -437472.750000 Penalty: 2741.059326
	Iteration 14Q: 3 clusters Score -437472.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -437526.531250 Penalty: 2741.059326
	Iteration 15Q: 3 clusters Score -437526.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -437585.000000 Penalty: 2741.059326
	Iteration 16Q: 3 clusters Score -437585 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -437645.437500 Penalty: 2741.059326
	Iteration 17Q: 3 clusters Score -437645.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -437691.875000 Penalty: 2741.059326
	Iteration 18Q: 3 clusters Score -437691.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -437736.968750 Penalty: 2741.059326
	Iteration 19Q: 3 clusters Score -437737 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -437781.250000 Penalty: 2741.059326
	Iteration 20F: 3 clusters Score -437781.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -437815.687500 Penalty: 2741.059326
	Iteration 21Q: 3 clusters Score -437815.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -437831.718750 Penalty: 2741.059326
	Iteration 22Q: 3 clusters Score -437831.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -437845.125000 Penalty: 2741.059326
	Iteration 23Q: 3 clusters Score -437845.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -437857.750000 Penalty: 2741.059326
	Iteration 24Q: 3 clusters Score -437857.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -437873.125000 Penalty: 2741.059326
	Iteration 25Q: 3 clusters Score -437873.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -437887.312500 Penalty: 2741.059326
	Iteration 26Q: 3 clusters Score -437887.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -437899.031250 Penalty: 2741.059326
	Iteration 27Q: 3 clusters Score -437899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -437912.531250 Penalty: 2741.059326
	Iteration 28Q: 3 clusters Score -437912.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -437919.843750 Penalty: 2741.059326
	Iteration 29Q: 3 clusters Score -437919.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -437923.281250 Penalty: 2741.059326
	Iteration 30Q: 3 clusters Score -437923.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -437932.406250 Penalty: 2741.059326
	Iteration 31Q: 3 clusters Score -437932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -437940.968750 Penalty: 2741.059326
	Iteration 32Q: 3 clusters Score -437941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -437948.437500 Penalty: 2741.059326
	Iteration 33Q: 3 clusters Score -437948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -437953.875000 Penalty: 2741.059326
	Iteration 34Q: 3 clusters Score -437953.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -437958.875000 Penalty: 2741.059326
	Iteration 35Q: 3 clusters Score -437958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -437961.562500 Penalty: 2741.059326
	Iteration 36Q: 3 clusters Score -437961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -437964.187500 Penalty: 2741.059326
	Iteration 37Q: 3 clusters Score -437964.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -437969.031250 Penalty: 2741.059326
	Iteration 38Q: 3 clusters Score -437969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -437975.687500 Penalty: 2741.059326
	Iteration 39Q: 3 clusters Score -437975.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -437982.718750 Penalty: 2741.059326
	Iteration 40F: 3 clusters Score -437982.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -437992.500000 Penalty: 2741.059326
	Iteration 41Q: 3 clusters Score -437992.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -437997.687500 Penalty: 2741.059326
	Iteration 42Q: 3 clusters Score -437997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -437997.687500 Penalty: 2741.059326
	Iteration 43Q: 3 clusters Score -437997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -437999.218750 Penalty: 2741.059326
	Iteration 44Q: 3 clusters Score -437999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -437999.218750 Penalty: 2741.059326
	Iteration 45F: 3 clusters Score -437999.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -85935.750000 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -85935.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -84589.523438 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -84589.52 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -84969.054688 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -84969.05 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85198.562500 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -85198.56 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85429.437500 Penalty: 2242.409912
	Iteration 3F: 3 clusters Score -85429.44 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85567.289062 Penalty: 2242.409912
	Iteration 4F: 3 clusters Score -85567.29 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -85643.742188 Penalty: 2242.409912
	Iteration 5Q: 3 clusters Score -85643.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -85679.960938 Penalty: 2242.409912
	Iteration 6Q: 3 clusters Score -85679.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -85698.648438 Penalty: 2242.409912
	Iteration 7Q: 3 clusters Score -85698.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -85713.359375 Penalty: 2242.409912
	Iteration 8Q: 3 clusters Score -85713.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -85731.421875 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -85731.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -85741.007812 Penalty: 2242.409912
	Iteration 10Q: 3 clusters Score -85741.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -85744.593750 Penalty: 2242.409912
	Iteration 11Q: 3 clusters Score -85744.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -85745.750000 Penalty: 2242.409912
	Iteration 12Q: 3 clusters Score -85745.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -85745.750000 Penalty: 2242.409912
	Iteration 13F: 3 clusters Score -85745.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Entering Unmasked Estep 
Score: -4169995.000000 Penalty: 1734.131592
	Iteration 0F: 2 clusters Score -4169995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4141269.750000 Penalty: 3468.263184
	Iteration 0F: 3 clusters Score -4141270 nChanged 20087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -4152476.000000 Penalty: 3468.263184
	Iteration 1F: 3 clusters Score -4152476 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4152916.000000 Penalty: 3468.263184
	Iteration 2Q: 3 clusters Score -4152916 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -4153339.500000 Penalty: 3468.263184
	Iteration 3Q: 3 clusters Score -4153340 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -4153838.250000 Penalty: 3468.263184
	Iteration 4Q: 3 clusters Score -4153838 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4154574.750000 Penalty: 3468.263184
	Iteration 5Q: 3 clusters Score -4154575 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -4155479.750000 Penalty: 3468.263184
	Iteration 6Q: 3 clusters Score -4155480 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -4156779.000000 Penalty: 3468.263184
	Iteration 7Q: 3 clusters Score -4156779 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -4158496.500000 Penalty: 3468.263184
	Iteration 8F: 3 clusters Score -4158496 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -4160515.250000 Penalty: 3468.263184
	Iteration 9F: 3 clusters Score -4160515 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -4162617.250000 Penalty: 3468.263184
	Iteration 10F: 3 clusters Score -4162617 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -4164581.750000 Penalty: 3468.263184
	Iteration 11F: 3 clusters Score -4164582 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -4165999.500000 Penalty: 3468.263184
	Iteration 12Q: 3 clusters Score -4166000 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4166887.500000 Penalty: 3468.263184
	Iteration 13Q: 3 clusters Score -4166888 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4167414.000000 Penalty: 3468.263184
	Iteration 14Q: 3 clusters Score -4167414 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4167751.250000 Penalty: 3468.263184
	Iteration 15Q: 3 clusters Score -4167751 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4167970.000000 Penalty: 3468.263184
	Iteration 16Q: 3 clusters Score -4167970 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4168117.000000 Penalty: 3468.263184
	Iteration 17Q: 3 clusters Score -4168117 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4168214.750000 Penalty: 3468.263184
	Iteration 18Q: 3 clusters Score -4168215 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4168290.000000 Penalty: 3468.263184
	Iteration 19Q: 3 clusters Score -4168290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4168368.750000 Penalty: 3468.263184
	Iteration 20F: 3 clusters Score -4168369 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4168413.750000 Penalty: 3468.263184
	Iteration 21Q: 3 clusters Score -4168414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4168443.000000 Penalty: 3468.263184
	Iteration 22Q: 3 clusters Score -4168443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4168466.000000 Penalty: 3468.263184
	Iteration 23Q: 3 clusters Score -4168466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4168476.750000 Penalty: 3468.263184
	Iteration 24Q: 3 clusters Score -4168477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4168488.000000 Penalty: 3468.263184
	Iteration 25Q: 3 clusters Score -4168488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4168493.750000 Penalty: 3468.263184
	Iteration 26Q: 3 clusters Score -4168494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4168497.750000 Penalty: 3468.263184
	Iteration 27Q: 3 clusters Score -4168498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4168508.250000 Penalty: 3468.263184
	Iteration 28Q: 3 clusters Score -4168508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4168508.750000 Penalty: 3468.263184
	Iteration 29Q: 3 clusters Score -4168509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4168516.250000 Penalty: 3468.263184
	Iteration 30Q: 3 clusters Score -4168516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4168522.500000 Penalty: 3468.263184
	Iteration 31Q: 3 clusters Score -4168522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4168522.500000 Penalty: 3468.263184
	Iteration 32Q: 3 clusters Score -4168522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4168522.500000 Penalty: 3468.263184
	Iteration 33Q: 3 clusters Score -4168522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4168527.000000 Penalty: 3468.263184
	Iteration 34Q: 3 clusters Score -4168527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4168524.250000 Penalty: 3468.263184
	Iteration 35Q: 3 clusters Score -4168524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4168527.250000 Penalty: 3468.263184
	Iteration 36Q: 3 clusters Score -4168527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4168529.250000 Penalty: 3468.263184
	Iteration 37Q: 3 clusters Score -4168529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4168533.500000 Penalty: 3468.263184
	Iteration 38Q: 3 clusters Score -4168534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4168530.250000 Penalty: 3468.263184
	Iteration 39Q: 3 clusters Score -4168530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4168536.500000 Penalty: 3468.263184
	Iteration 40F: 3 clusters Score -4168536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4168535.250000 Penalty: 3468.263184
	Iteration 41Q: 3 clusters Score -4168535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4168539.000000 Penalty: 3468.263184
	Iteration 42Q: 3 clusters Score -4168539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4168536.750000 Penalty: 3468.263184
	Iteration 43Q: 3 clusters Score -4168537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4168543.000000 Penalty: 3468.263184
	Iteration 44Q: 3 clusters Score -4168543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4168545.500000 Penalty: 3468.263184
	Iteration 45Q: 3 clusters Score -4168546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4168545.500000 Penalty: 3468.263184
	Iteration 46F: 3 clusters Score -4168546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Entering Unmasked Estep 
Score: -1512966.750000 Penalty: 1574.189453
	Iteration 0F: 2 clusters Score -1512967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1501892.375000 Penalty: 3148.378906
	Iteration 0F: 3 clusters Score -1501892 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1506047.875000 Penalty: 3148.378906
	Iteration 1F: 3 clusters Score -1506048 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1506533.000000 Penalty: 3148.378906
	Iteration 2F: 3 clusters Score -1506533 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1507070.875000 Penalty: 3148.378906
	Iteration 3F: 3 clusters Score -1507071 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1507639.750000 Penalty: 3148.378906
	Iteration 4F: 3 clusters Score -1507640 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1508339.500000 Penalty: 3148.378906
	Iteration 5F: 3 clusters Score -1508340 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1509156.250000 Penalty: 3148.378906
	Iteration 6F: 3 clusters Score -1509156 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1509999.375000 Penalty: 3148.378906
	Iteration 7F: 3 clusters Score -1509999 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1510645.000000 Penalty: 3148.378906
	Iteration 8Q: 3 clusters Score -1510645 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1511057.875000 Penalty: 3148.378906
	Iteration 9Q: 3 clusters Score -1511058 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1511299.625000 Penalty: 3148.378906
	Iteration 10Q: 3 clusters Score -1511300 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1511436.875000 Penalty: 3148.378906
	Iteration 11Q: 3 clusters Score -1511437 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1511544.750000 Penalty: 3148.378906
	Iteration 12Q: 3 clusters Score -1511545 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1511610.250000 Penalty: 3148.378906
	Iteration 13Q: 3 clusters Score -1511610 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1511659.000000 Penalty: 3148.378906
	Iteration 14Q: 3 clusters Score -1511659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1511701.750000 Penalty: 3148.378906
	Iteration 15Q: 3 clusters Score -1511702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1511731.625000 Penalty: 3148.378906
	Iteration 16Q: 3 clusters Score -1511732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1511762.625000 Penalty: 3148.378906
	Iteration 17Q: 3 clusters Score -1511763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1511782.250000 Penalty: 3148.378906
	Iteration 18Q: 3 clusters Score -1511782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1511795.750000 Penalty: 3148.378906
	Iteration 19Q: 3 clusters Score -1511796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1511803.125000 Penalty: 3148.378906
	Iteration 20F: 3 clusters Score -1511803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1511807.500000 Penalty: 3148.378906
	Iteration 21Q: 3 clusters Score -1511808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1511804.750000 Penalty: 3148.378906
	Iteration 22Q: 3 clusters Score -1511805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1511804.750000 Penalty: 3148.378906
	Iteration 23F: 3 clusters Score -1511805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -222412.359375 Penalty: 1263.277466
	Iteration 0F: 2 clusters Score -222412.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -220048.421875 Penalty: 2526.554932
	Iteration 0F: 3 clusters Score -220048.4 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -220561.812500 Penalty: 2526.554932
	Iteration 1F: 3 clusters Score -220561.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -220681.765625 Penalty: 2526.554932
	Iteration 2F: 3 clusters Score -220681.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -220753.750000 Penalty: 2526.554932
	Iteration 3Q: 3 clusters Score -220753.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -220803.359375 Penalty: 2526.554932
	Iteration 4Q: 3 clusters Score -220803.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -220837.265625 Penalty: 2526.554932
	Iteration 5Q: 3 clusters Score -220837.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -220860.859375 Penalty: 2526.554932
	Iteration 6Q: 3 clusters Score -220860.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -220885.375000 Penalty: 2526.554932
	Iteration 7Q: 3 clusters Score -220885.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -220905.750000 Penalty: 2526.554932
	Iteration 8Q: 3 clusters Score -220905.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -220925.921875 Penalty: 2526.554932
	Iteration 9Q: 3 clusters Score -220925.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -220947.109375 Penalty: 2526.554932
	Iteration 10Q: 3 clusters Score -220947.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -220964.109375 Penalty: 2526.554932
	Iteration 11Q: 3 clusters Score -220964.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -220978.015625 Penalty: 2526.554932
	Iteration 12Q: 3 clusters Score -220978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -220990.828125 Penalty: 2526.554932
	Iteration 13Q: 3 clusters Score -220990.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -220995.937500 Penalty: 2526.554932
	Iteration 14Q: 3 clusters Score -220995.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -221001.875000 Penalty: 2526.554932
	Iteration 15Q: 3 clusters Score -221001.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -221007.390625 Penalty: 2526.554932
	Iteration 16Q: 3 clusters Score -221007.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -221014.531250 Penalty: 2526.554932
	Iteration 17Q: 3 clusters Score -221014.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -221021.406250 Penalty: 2526.554932
	Iteration 18Q: 3 clusters Score -221021.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -221027.265625 Penalty: 2526.554932
	Iteration 19Q: 3 clusters Score -221027.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -221032.453125 Penalty: 2526.554932
	Iteration 20F: 3 clusters Score -221032.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -221040.796875 Penalty: 2526.554932
	Iteration 21Q: 3 clusters Score -221040.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -221050.656250 Penalty: 2526.554932
	Iteration 22Q: 3 clusters Score -221050.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -221064.234375 Penalty: 2526.554932
	Iteration 23Q: 3 clusters Score -221064.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -221077.250000 Penalty: 2526.554932
	Iteration 24Q: 3 clusters Score -221077.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -221086.421875 Penalty: 2526.554932
	Iteration 25Q: 3 clusters Score -221086.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -221090.546875 Penalty: 2526.554932
	Iteration 26Q: 3 clusters Score -221090.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -221094.750000 Penalty: 2526.554932
	Iteration 27Q: 3 clusters Score -221094.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -221100.687500 Penalty: 2526.554932
	Iteration 28Q: 3 clusters Score -221100.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -221109.703125 Penalty: 2526.554932
	Iteration 29Q: 3 clusters Score -221109.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -221124.796875 Penalty: 2526.554932
	Iteration 30Q: 3 clusters Score -221124.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -221140.250000 Penalty: 2526.554932
	Iteration 31Q: 3 clusters Score -221140.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -221150.375000 Penalty: 2526.554932
	Iteration 32Q: 3 clusters Score -221150.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -221168.468750 Penalty: 2526.554932
	Iteration 33Q: 3 clusters Score -221168.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -221182.015625 Penalty: 2526.554932
	Iteration 34Q: 3 clusters Score -221182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -221200.265625 Penalty: 2526.554932
	Iteration 35Q: 3 clusters Score -221200.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -221222.703125 Penalty: 2526.554932
	Iteration 36Q: 3 clusters Score -221222.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -221244.906250 Penalty: 2526.554932
	Iteration 37Q: 3 clusters Score -221244.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -221265.093750 Penalty: 2526.554932
	Iteration 38Q: 3 clusters Score -221265.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -221288.937500 Penalty: 2526.554932
	Iteration 39Q: 3 clusters Score -221288.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -221306.093750 Penalty: 2526.554932
	Iteration 40F: 3 clusters Score -221306.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -221323.140625 Penalty: 2526.554932
	Iteration 41Q: 3 clusters Score -221323.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -221361.296875 Penalty: 2526.554932
	Iteration 42Q: 3 clusters Score -221361.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -221416.890625 Penalty: 2526.554932
	Iteration 43Q: 3 clusters Score -221416.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -221485.406250 Penalty: 2526.554932
	Iteration 44Q: 3 clusters Score -221485.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -221573.093750 Penalty: 2526.554932
	Iteration 45Q: 3 clusters Score -221573.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -221693.656250 Penalty: 2526.554932
	Iteration 46Q: 3 clusters Score -221693.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -221780.453125 Penalty: 2526.554932
	Iteration 47Q: 3 clusters Score -221780.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -221819.359375 Penalty: 2526.554932
	Iteration 48Q: 3 clusters Score -221819.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -221840.250000 Penalty: 2526.554932
	Iteration 49Q: 3 clusters Score -221840.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -221856.296875 Penalty: 2526.554932
	Iteration 50Q: 3 clusters Score -221856.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -221867.843750 Penalty: 2526.554932
	Iteration 51Q: 3 clusters Score -221867.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -221874.296875 Penalty: 2526.554932
	Iteration 52Q: 3 clusters Score -221874.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -221877.937500 Penalty: 2526.554932
	Iteration 53Q: 3 clusters Score -221877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -221879.890625 Penalty: 2526.554932
	Iteration 54Q: 3 clusters Score -221879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -221881.109375 Penalty: 2526.554932
	Iteration 55Q: 3 clusters Score -221881.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -221883.171875 Penalty: 2526.554932
	Iteration 56Q: 3 clusters Score -221883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -221884.281250 Penalty: 2526.554932
	Iteration 57Q: 3 clusters Score -221884.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -221884.281250 Penalty: 2526.554932
	Iteration 58F: 3 clusters Score -221884.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -576808.500000 Penalty: 1416.410400
	Iteration 0F: 2 clusters Score -576808.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -572106.562500 Penalty: 2832.820801
	Iteration 0F: 3 clusters Score -572106.6 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -573506.125000 Penalty: 2832.820801
	Iteration 1F: 3 clusters Score -573506.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -573722.125000 Penalty: 2832.820801
	Iteration 2F: 3 clusters Score -573722.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -573874.437500 Penalty: 2832.820801
	Iteration 3F: 3 clusters Score -573874.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -574001.312500 Penalty: 2832.820801
	Iteration 4Q: 3 clusters Score -574001.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -574136.000000 Penalty: 2832.820801
	Iteration 5Q: 3 clusters Score -574136 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -574306.625000 Penalty: 2832.820801
	Iteration 6Q: 3 clusters Score -574306.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -574491.562500 Penalty: 2832.820801
	Iteration 7Q: 3 clusters Score -574491.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -574693.812500 Penalty: 2832.820801
	Iteration 8Q: 3 clusters Score -574693.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -574894.437500 Penalty: 2832.820801
	Iteration 9Q: 3 clusters Score -574894.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -575066.812500 Penalty: 2832.820801
	Iteration 10Q: 3 clusters Score -575066.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -575194.812500 Penalty: 2832.820801
	Iteration 11Q: 3 clusters Score -575194.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -575294.875000 Penalty: 2832.820801
	Iteration 12Q: 3 clusters Score -575294.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -575370.687500 Penalty: 2832.820801
	Iteration 13Q: 3 clusters Score -575370.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -575423.750000 Penalty: 2832.820801
	Iteration 14Q: 3 clusters Score -575423.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -575466.187500 Penalty: 2832.820801
	Iteration 15Q: 3 clusters Score -575466.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -575496.125000 Penalty: 2832.820801
	Iteration 16Q: 3 clusters Score -575496.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -575525.125000 Penalty: 2832.820801
	Iteration 17Q: 3 clusters Score -575525.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -575542.375000 Penalty: 2832.820801
	Iteration 18Q: 3 clusters Score -575542.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -575549.062500 Penalty: 2832.820801
	Iteration 19Q: 3 clusters Score -575549.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -575563.375000 Penalty: 2832.820801
	Iteration 20F: 3 clusters Score -575563.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -575576.000000 Penalty: 2832.820801
	Iteration 21Q: 3 clusters Score -575576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -575586.125000 Penalty: 2832.820801
	Iteration 22Q: 3 clusters Score -575586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -575588.062500 Penalty: 2832.820801
	Iteration 23Q: 3 clusters Score -575588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -575594.437500 Penalty: 2832.820801
	Iteration 24Q: 3 clusters Score -575594.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -575600.000000 Penalty: 2832.820801
	Iteration 25Q: 3 clusters Score -575600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -575603.562500 Penalty: 2832.820801
	Iteration 26Q: 3 clusters Score -575603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -575603.562500 Penalty: 2832.820801
	Iteration 27F: 3 clusters Score -575603.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Entering Unmasked Estep 
Score: -1333590.875000 Penalty: 1549.348267
	Iteration 0F: 2 clusters Score -1333591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1324059.250000 Penalty: 3098.696533
	Iteration 0F: 3 clusters Score -1324059 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1327279.000000 Penalty: 3098.696533
	Iteration 1F: 3 clusters Score -1327279 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1327543.625000 Penalty: 3098.696533
	Iteration 2F: 3 clusters Score -1327544 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1327772.250000 Penalty: 3098.696533
	Iteration 3Q: 3 clusters Score -1327772 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1327982.125000 Penalty: 3098.696533
	Iteration 4Q: 3 clusters Score -1327982 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1328162.250000 Penalty: 3098.696533
	Iteration 5Q: 3 clusters Score -1328162 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1328327.625000 Penalty: 3098.696533
	Iteration 6Q: 3 clusters Score -1328328 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1328486.750000 Penalty: 3098.696533
	Iteration 7Q: 3 clusters Score -1328487 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1328666.500000 Penalty: 3098.696533
	Iteration 8Q: 3 clusters Score -1328666 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1328892.625000 Penalty: 3098.696533
	Iteration 9Q: 3 clusters Score -1328893 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1329181.250000 Penalty: 3098.696533
	Iteration 10Q: 3 clusters Score -1329181 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1329523.500000 Penalty: 3098.696533
	Iteration 11Q: 3 clusters Score -1329524 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1329885.000000 Penalty: 3098.696533
	Iteration 12Q: 3 clusters Score -1329885 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1330243.500000 Penalty: 3098.696533
	Iteration 13Q: 3 clusters Score -1330244 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1330616.250000 Penalty: 3098.696533
	Iteration 14Q: 3 clusters Score -1330616 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1330937.375000 Penalty: 3098.696533
	Iteration 15Q: 3 clusters Score -1330937 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1331187.500000 Penalty: 3098.696533
	Iteration 16Q: 3 clusters Score -1331188 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1331372.750000 Penalty: 3098.696533
	Iteration 17Q: 3 clusters Score -1331373 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1331511.375000 Penalty: 3098.696533
	Iteration 18Q: 3 clusters Score -1331511 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1331624.125000 Penalty: 3098.696533
	Iteration 19Q: 3 clusters Score -1331624 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1331694.125000 Penalty: 3098.696533
	Iteration 20F: 3 clusters Score -1331694 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1331762.375000 Penalty: 3098.696533
	Iteration 21Q: 3 clusters Score -1331762 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1331827.375000 Penalty: 3098.696533
	Iteration 22Q: 3 clusters Score -1331827 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1331870.000000 Penalty: 3098.696533
	Iteration 23Q: 3 clusters Score -1331870 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1331901.000000 Penalty: 3098.696533
	Iteration 24Q: 3 clusters Score -1331901 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1331937.625000 Penalty: 3098.696533
	Iteration 25Q: 3 clusters Score -1331938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1331965.125000 Penalty: 3098.696533
	Iteration 26Q: 3 clusters Score -1331965 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1331998.750000 Penalty: 3098.696533
	Iteration 27Q: 3 clusters Score -1331999 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1332023.500000 Penalty: 3098.696533
	Iteration 28Q: 3 clusters Score -1332024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1332055.000000 Penalty: 3098.696533
	Iteration 29Q: 3 clusters Score -1332055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1332085.625000 Penalty: 3098.696533
	Iteration 30Q: 3 clusters Score -1332086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1332113.250000 Penalty: 3098.696533
	Iteration 31Q: 3 clusters Score -1332113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1332138.125000 Penalty: 3098.696533
	Iteration 32Q: 3 clusters Score -1332138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1332151.250000 Penalty: 3098.696533
	Iteration 33Q: 3 clusters Score -1332151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1332156.000000 Penalty: 3098.696533
	Iteration 34Q: 3 clusters Score -1332156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1332166.125000 Penalty: 3098.696533
	Iteration 35Q: 3 clusters Score -1332166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1332175.500000 Penalty: 3098.696533
	Iteration 36Q: 3 clusters Score -1332176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1332186.000000 Penalty: 3098.696533
	Iteration 37Q: 3 clusters Score -1332186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1332194.500000 Penalty: 3098.696533
	Iteration 38Q: 3 clusters Score -1332194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1332195.000000 Penalty: 3098.696533
	Iteration 39Q: 3 clusters Score -1332195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1332199.625000 Penalty: 3098.696533
	Iteration 40F: 3 clusters Score -1332200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1332209.875000 Penalty: 3098.696533
	Iteration 41Q: 3 clusters Score -1332210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1332212.750000 Penalty: 3098.696533
	Iteration 42Q: 3 clusters Score -1332213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1332216.750000 Penalty: 3098.696533
	Iteration 43Q: 3 clusters Score -1332217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1332218.125000 Penalty: 3098.696533
	Iteration 44Q: 3 clusters Score -1332218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1332218.375000 Penalty: 3098.696533
	Iteration 45Q: 3 clusters Score -1332218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1332218.375000 Penalty: 3098.696533
	Iteration 46F: 3 clusters Score -1332218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Entering Unmasked Estep 
Score: -275879.937500 Penalty: 1313.991699
	Iteration 0F: 2 clusters Score -275879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -272979.437500 Penalty: 2627.983398
	Iteration 0F: 3 clusters Score -272979.4 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -273929.718750 Penalty: 2627.983398
	Iteration 1F: 3 clusters Score -273929.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -274163.062500 Penalty: 2627.983398
	Iteration 2F: 3 clusters Score -274163.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -274342.250000 Penalty: 2627.983398
	Iteration 3F: 3 clusters Score -274342.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -274488.750000 Penalty: 2627.983398
	Iteration 4F: 3 clusters Score -274488.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -274592.031250 Penalty: 2627.983398
	Iteration 5Q: 3 clusters Score -274592 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -274680.281250 Penalty: 2627.983398
	Iteration 6Q: 3 clusters Score -274680.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -274746.562500 Penalty: 2627.983398
	Iteration 7Q: 3 clusters Score -274746.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -274804.625000 Penalty: 2627.983398
	Iteration 8Q: 3 clusters Score -274804.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -274845.906250 Penalty: 2627.983398
	Iteration 9Q: 3 clusters Score -274845.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -274894.375000 Penalty: 2627.983398
	Iteration 10Q: 3 clusters Score -274894.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -274937.593750 Penalty: 2627.983398
	Iteration 11Q: 3 clusters Score -274937.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -274984.281250 Penalty: 2627.983398
	Iteration 12Q: 3 clusters Score -274984.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -275038.406250 Penalty: 2627.983398
	Iteration 13Q: 3 clusters Score -275038.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -275085.000000 Penalty: 2627.983398
	Iteration 14Q: 3 clusters Score -275085 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -275134.750000 Penalty: 2627.983398
	Iteration 15Q: 3 clusters Score -275134.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -275176.062500 Penalty: 2627.983398
	Iteration 16Q: 3 clusters Score -275176.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -275216.937500 Penalty: 2627.983398
	Iteration 17Q: 3 clusters Score -275216.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -275268.218750 Penalty: 2627.983398
	Iteration 18Q: 3 clusters Score -275268.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -275301.375000 Penalty: 2627.983398
	Iteration 19Q: 3 clusters Score -275301.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -275325.312500 Penalty: 2627.983398
	Iteration 20F: 3 clusters Score -275325.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -275342.781250 Penalty: 2627.983398
	Iteration 21Q: 3 clusters Score -275342.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -275359.843750 Penalty: 2627.983398
	Iteration 22Q: 3 clusters Score -275359.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -275370.218750 Penalty: 2627.983398
	Iteration 23Q: 3 clusters Score -275370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -275376.156250 Penalty: 2627.983398
	Iteration 24Q: 3 clusters Score -275376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -275377.968750 Penalty: 2627.983398
	Iteration 25Q: 3 clusters Score -275378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -275381.031250 Penalty: 2627.983398
	Iteration 26Q: 3 clusters Score -275381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -275383.843750 Penalty: 2627.983398
	Iteration 27Q: 3 clusters Score -275383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -275385.906250 Penalty: 2627.983398
	Iteration 28Q: 3 clusters Score -275385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -275387.687500 Penalty: 2627.983398
	Iteration 29Q: 3 clusters Score -275387.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -275394.531250 Penalty: 2627.983398
	Iteration 30Q: 3 clusters Score -275394.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -275405.718750 Penalty: 2627.983398
	Iteration 31Q: 3 clusters Score -275405.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -275410.656250 Penalty: 2627.983398
	Iteration 32Q: 3 clusters Score -275410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -275413.406250 Penalty: 2627.983398
	Iteration 33Q: 3 clusters Score -275413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -275415.062500 Penalty: 2627.983398
	Iteration 34Q: 3 clusters Score -275415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -275415.062500 Penalty: 2627.983398
	Iteration 35F: 3 clusters Score -275415.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Entering Unmasked Estep 
Score: -530774.750000 Penalty: 1399.856445
	Iteration 0F: 2 clusters Score -530774.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -526451.687500 Penalty: 2799.712891
	Iteration 0F: 3 clusters Score -526451.7 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -527683.312500 Penalty: 2799.712891
	Iteration 1F: 3 clusters Score -527683.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -527830.687500 Penalty: 2799.712891
	Iteration 2F: 3 clusters Score -527830.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -527948.500000 Penalty: 2799.712891
	Iteration 3Q: 3 clusters Score -527948.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -528045.875000 Penalty: 2799.712891
	Iteration 4Q: 3 clusters Score -528045.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -528124.437500 Penalty: 2799.712891
	Iteration 5Q: 3 clusters Score -528124.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -528197.875000 Penalty: 2799.712891
	Iteration 6Q: 3 clusters Score -528197.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -528263.000000 Penalty: 2799.712891
	Iteration 7Q: 3 clusters Score -528263 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -528337.562500 Penalty: 2799.712891
	Iteration 8Q: 3 clusters Score -528337.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -528416.062500 Penalty: 2799.712891
	Iteration 9Q: 3 clusters Score -528416.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -528504.875000 Penalty: 2799.712891
	Iteration 10Q: 3 clusters Score -528504.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -528612.937500 Penalty: 2799.712891
	Iteration 11Q: 3 clusters Score -528612.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -528740.750000 Penalty: 2799.712891
	Iteration 12Q: 3 clusters Score -528740.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -528883.062500 Penalty: 2799.712891
	Iteration 13Q: 3 clusters Score -528883.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -529009.625000 Penalty: 2799.712891
	Iteration 14Q: 3 clusters Score -529009.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -529124.875000 Penalty: 2799.712891
	Iteration 15Q: 3 clusters Score -529124.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -529226.437500 Penalty: 2799.712891
	Iteration 16Q: 3 clusters Score -529226.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -529313.375000 Penalty: 2799.712891
	Iteration 17Q: 3 clusters Score -529313.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -529379.062500 Penalty: 2799.712891
	Iteration 18Q: 3 clusters Score -529379.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -529429.625000 Penalty: 2799.712891
	Iteration 19Q: 3 clusters Score -529429.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -529469.562500 Penalty: 2799.712891
	Iteration 20F: 3 clusters Score -529469.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -529500.062500 Penalty: 2799.712891
	Iteration 21Q: 3 clusters Score -529500.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -529520.312500 Penalty: 2799.712891
	Iteration 22Q: 3 clusters Score -529520.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -529537.375000 Penalty: 2799.712891
	Iteration 23Q: 3 clusters Score -529537.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -529549.750000 Penalty: 2799.712891
	Iteration 24Q: 3 clusters Score -529549.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -529558.125000 Penalty: 2799.712891
	Iteration 25Q: 3 clusters Score -529558.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -529564.125000 Penalty: 2799.712891
	Iteration 26Q: 3 clusters Score -529564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -529576.375000 Penalty: 2799.712891
	Iteration 27Q: 3 clusters Score -529576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -529583.000000 Penalty: 2799.712891
	Iteration 28Q: 3 clusters Score -529583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -529586.187500 Penalty: 2799.712891
	Iteration 29Q: 3 clusters Score -529586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -529587.937500 Penalty: 2799.712891
	Iteration 30Q: 3 clusters Score -529587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -529591.312500 Penalty: 2799.712891
	Iteration 31Q: 3 clusters Score -529591.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -529594.312500 Penalty: 2799.712891
	Iteration 32Q: 3 clusters Score -529594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -529594.812500 Penalty: 2799.712891
	Iteration 33Q: 3 clusters Score -529594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -529598.687500 Penalty: 2799.712891
	Iteration 34Q: 3 clusters Score -529598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -529600.500000 Penalty: 2799.712891
	Iteration 35Q: 3 clusters Score -529600.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -529602.562500 Penalty: 2799.712891
	Iteration 36Q: 3 clusters Score -529602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -529604.000000 Penalty: 2799.712891
	Iteration 37Q: 3 clusters Score -529604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -529604.812500 Penalty: 2799.712891
	Iteration 38Q: 3 clusters Score -529604.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -529604.812500 Penalty: 2799.712891
	Iteration 39F: 3 clusters Score -529604.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -57420.910156 Penalty: 1047.429443
	Iteration 0F: 2 clusters Score -57420.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56231.261719 Penalty: 2094.858887
	Iteration 0F: 3 clusters Score -56231.26 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56414.308594 Penalty: 2094.858887
	Iteration 1F: 3 clusters Score -56414.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56480.843750 Penalty: 2094.858887
	Iteration 2F: 3 clusters Score -56480.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56504.703125 Penalty: 2094.858887
	Iteration 3Q: 3 clusters Score -56504.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56516.125000 Penalty: 2094.858887
	Iteration 4Q: 3 clusters Score -56516.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56524.882812 Penalty: 2094.858887
	Iteration 5Q: 3 clusters Score -56524.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56528.734375 Penalty: 2094.858887
	Iteration 6Q: 3 clusters Score -56528.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56533.347656 Penalty: 2094.858887
	Iteration 7Q: 3 clusters Score -56533.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56534.136719 Penalty: 2094.858887
	Iteration 8Q: 3 clusters Score -56534.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56534.136719 Penalty: 2094.858887
	Iteration 9F: 3 clusters Score -56534.14 nChanged 0
--- Evaluating fit on full set of 1442918 points ---
Entering Unmasked Estep 
Score: -134580384.000000 Penalty: 59919.703125
20->27 Clusters: Score -134580384.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 480972 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 23889 members 
Mstep: Class 3 contains 23948 members 
Mstep: Class 4 contains 24138 members 
Mstep: Class 5 contains 23970 members 
Mstep: Class 6 contains 24032 members 
Mstep: Class 7 contains 24101 members 
Mstep: Class 8 contains 24088 members 
Mstep: Class 9 contains 23913 members 
Mstep: Class 10 contains 23991 members 
Mstep: Class 11 contains 23812 members 
Mstep: Class 12 contains 24132 members 
Mstep: Class 13 contains 24184 members 
Mstep: Class 14 contains 24314 members 
Mstep: Class 15 contains 23841 members 
Mstep: Class 16 contains 24168 members 
Mstep: Class 17 contains 24147 members 
Mstep: Class 18 contains 23903 members 
Mstep: Class 19 contains 24123 members 
Mstep: Class 20 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 399.519806 but Gain 2126.078125
Score: -42471416.000000 Penalty: 40395.507812
Iteration 0F: 20 clusters Score -4.247142e+07 nChanged 453937
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 26841 members 
Mstep: Class 4 contains 60851 members 
Mstep: Class 5 contains 22783 members 
Mstep: Class 6 contains 28787 members 
Mstep: Class 7 contains 18401 members 
Mstep: Class 8 contains 21243 members 
Mstep: Class 9 contains 18277 members 
Mstep: Class 10 contains 16698 members 
Mstep: Class 11 contains 16171 members 
Mstep: Class 12 contains 14241 members 
Mstep: Class 13 contains 28072 members 
Mstep: Class 14 contains 17593 members 
Mstep: Class 15 contains 35850 members 
Mstep: Class 16 contains 14972 members 
Mstep: Class 17 contains 21702 members 
Mstep: Class 18 contains 24896 members 
Mstep: Class 20 contains 45227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43637836.000000 Penalty: 40395.507812
Iteration 1F: 20 clusters Score -4.363784e+07 nChanged 188061
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 5528 members 
Mstep: Class 3 contains 15789 members 
Mstep: Class 4 contains 87267 members 
Mstep: Class 5 contains 22625 members 
Mstep: Class 6 contains 35810 members 
Mstep: Class 7 contains 13428 members 
Mstep: Class 8 contains 15623 members 
Mstep: Class 9 contains 19443 members 
Mstep: Class 10 contains 14579 members 
Mstep: Class 11 contains 12335 members 
Mstep: Class 12 contains 9443 members 
Mstep: Class 13 contains 35302 members 
Mstep: Class 14 contains 18756 members 
Mstep: Class 15 contains 24404 members 
Mstep: Class 16 contains 14906 members 
Mstep: Class 17 contains 28910 members 
Mstep: Class 18 contains 21998 members 
Mstep: Class 20 contains 43751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44039268.000000 Penalty: 40395.507812
Iteration 2F: 20 clusters Score -4.403927e+07 nChanged 135637
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 8820 members 
Mstep: Class 4 contains 107005 members 
Mstep: Class 5 contains 18797 members 
Mstep: Class 6 contains 35176 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 16493 members 
Mstep: Class 11 contains 9423 members 
Mstep: Class 12 contains 5594 members 
Mstep: Class 13 contains 43758 members 
Mstep: Class 14 contains 16251 members 
Mstep: Class 15 contains 13552 members 
Mstep: Class 16 contains 16115 members 
Mstep: Class 17 contains 41744 members 
Mstep: Class 18 contains 14741 members 
Mstep: Class 20 contains 58207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1071.268677 but Gain 2126.082031
Score: -44278728.000000 Penalty: 38269.425781
Iteration 3F: 19 clusters Score -4.427873e+07 nChanged 99531
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 118718 members 
Mstep: Class 5 contains 14970 members 
Mstep: Class 6 contains 30903 members 
Mstep: Class 7 contains 4341 members 
Mstep: Class 8 contains 7413 members 
Mstep: Class 9 contains 17161 members 
Mstep: Class 10 contains 17286 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 3496 members 
Mstep: Class 13 contains 54203 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 15 contains 8472 members 
Mstep: Class 16 contains 17411 members 
Mstep: Class 17 contains 44787 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 20 contains 75576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44408368.000000 Penalty: 38269.425781
Iteration 4F: 19 clusters Score -4.440837e+07 nChanged 74717
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 3 contains 5865 members 
Mstep: Class 4 contains 127344 members 
Mstep: Class 5 contains 11875 members 
Mstep: Class 6 contains 25121 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 5653 members 
Mstep: Class 9 contains 16224 members 
Mstep: Class 10 contains 17843 members 
Mstep: Class 11 contains 9445 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 61744 members 
Mstep: Class 14 contains 9279 members 
Mstep: Class 15 contains 6011 members 
Mstep: Class 16 contains 17958 members 
Mstep: Class 17 contains 42700 members 
Mstep: Class 18 contains 11390 members 
Mstep: Class 20 contains 88142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2039.813599 but Gain 2126.078125
Score: -44502644.000000 Penalty: 36143.347656
Iteration 5F: 18 clusters Score -4.450264e+07 nChanged 62925
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 3 contains 5427 members 
Mstep: Class 4 contains 136678 members 
Mstep: Class 5 contains 9477 members 
Mstep: Class 6 contains 17543 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 4720 members 
Mstep: Class 9 contains 16904 members 
Mstep: Class 10 contains 18191 members 
Mstep: Class 11 contains 10848 members 
Mstep: Class 13 contains 68356 members 
Mstep: Class 14 contains 6373 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 18221 members 
Mstep: Class 17 contains 38904 members 
Mstep: Class 18 contains 13877 members 
Mstep: Class 20 contains 95896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44574152.000000 Penalty: 36143.347656
Iteration 6F: 18 clusters Score -4.457415e+07 nChanged 47131
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 3 contains 5120 members 
Mstep: Class 4 contains 141549 members 
Mstep: Class 5 contains 7826 members 
Mstep: Class 6 contains 10210 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 4316 members 
Mstep: Class 9 contains 17369 members 
Mstep: Class 10 contains 18469 members 
Mstep: Class 11 contains 12972 members 
Mstep: Class 13 contains 73936 members 
Mstep: Class 14 contains 4027 members 
Mstep: Class 15 contains 3918 members 
Mstep: Class 16 contains 18902 members 
Mstep: Class 17 contains 34946 members 
Mstep: Class 18 contains 17014 members 
Mstep: Class 20 contains 99870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44620816.000000 Penalty: 36143.347656
Iteration 7F: 18 clusters Score -4.462082e+07 nChanged 35599
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 3 contains 4925 members 
Mstep: Class 4 contains 140390 members 
Mstep: Class 5 contains 6785 members 
Mstep: Class 6 contains 5032 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 17744 members 
Mstep: Class 10 contains 18701 members 
Mstep: Class 11 contains 15057 members 
Mstep: Class 13 contains 78918 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 3428 members 
Mstep: Class 16 contains 19994 members 
Mstep: Class 17 contains 31155 members 
Mstep: Class 18 contains 21040 members 
Mstep: Class 20 contains 101525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44654944.000000 Penalty: 36143.347656
Iteration 8F: 18 clusters Score -4.465494e+07 nChanged 29435
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 3 contains 4861 members 
Mstep: Class 4 contains 135409 members 
Mstep: Class 5 contains 6071 members 
Mstep: Class 6 contains 2227 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 18058 members 
Mstep: Class 10 contains 18816 members 
Mstep: Class 11 contains 16746 members 
Mstep: Class 13 contains 83619 members 
Mstep: Class 14 contains 2087 members 
Mstep: Class 15 contains 3115 members 
Mstep: Class 16 contains 21208 members 
Mstep: Class 17 contains 27875 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 20 contains 101306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1070.724487 but Gain 2126.078125
Score: -44691848.000000 Penalty: 34017.269531
Iteration 9F: 17 clusters Score -4.469185e+07 nChanged 25672
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 3 contains 4785 members 
Mstep: Class 4 contains 130219 members 
Mstep: Class 5 contains 5695 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 18339 members 
Mstep: Class 10 contains 18818 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 13 contains 87220 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 2920 members 
Mstep: Class 16 contains 22469 members 
Mstep: Class 17 contains 24985 members 
Mstep: Class 18 contains 32710 members 
Mstep: Class 20 contains 100013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44727852.000000 Penalty: 34017.269531
Iteration 10F: 17 clusters Score -4.472785e+07 nChanged 18782
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 3 contains 4809 members 
Mstep: Class 4 contains 127344 members 
Mstep: Class 5 contains 5479 members 
Mstep: Class 7 contains 2144 members 
Mstep: Class 8 contains 5608 members 
Mstep: Class 9 contains 18670 members 
Mstep: Class 10 contains 18654 members 
Mstep: Class 11 contains 19523 members 
Mstep: Class 13 contains 88642 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 23663 members 
Mstep: Class 17 contains 22645 members 
Mstep: Class 18 contains 36809 members 
Mstep: Class 20 contains 98622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44745580.000000 Penalty: 34017.269531
Iteration 11Q: 17 clusters Score -4.474558e+07 nChanged 14104
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 3 contains 4786 members 
Mstep: Class 4 contains 126880 members 
Mstep: Class 5 contains 5405 members 
Mstep: Class 7 contains 2142 members 
Mstep: Class 8 contains 5476 members 
Mstep: Class 9 contains 19145 members 
Mstep: Class 10 contains 18452 members 
Mstep: Class 11 contains 20612 members 
Mstep: Class 13 contains 89036 members 
Mstep: Class 14 contains 1969 members 
Mstep: Class 15 contains 2706 members 
Mstep: Class 16 contains 24747 members 
Mstep: Class 17 contains 20797 members 
Mstep: Class 18 contains 38629 members 
Mstep: Class 20 contains 97559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1935.090088 but Gain 2126.080078
Score: -44754116.000000 Penalty: 31891.189453
Iteration 12Q: 16 clusters Score -4.475412e+07 nChanged 12716
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 3 contains 4810 members 
Mstep: Class 4 contains 128819 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 5281 members 
Mstep: Class 9 contains 19492 members 
Mstep: Class 10 contains 18166 members 
Mstep: Class 11 contains 21466 members 
Mstep: Class 13 contains 89244 members 
Mstep: Class 14 contains 2030 members 
Mstep: Class 15 contains 2665 members 
Mstep: Class 16 contains 25714 members 
Mstep: Class 17 contains 19345 members 
Mstep: Class 18 contains 39545 members 
Mstep: Class 20 contains 96852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44761484.000000 Penalty: 31891.189453
Iteration 13Q: 16 clusters Score -4.476148e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 128375 members 
Mstep: Class 5 contains 5405 members 
Mstep: Class 7 contains 2107 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 19739 members 
Mstep: Class 10 contains 17845 members 
Mstep: Class 11 contains 22107 members 
Mstep: Class 13 contains 89353 members 
Mstep: Class 14 contains 2089 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 16 contains 26649 members 
Mstep: Class 17 contains 18261 members 
Mstep: Class 18 contains 40202 members 
Mstep: Class 20 contains 96272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44764768.000000 Penalty: 31891.189453
Iteration 14Q: 16 clusters Score -4.476477e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 3 contains 4857 members 
Mstep: Class 4 contains 128078 members 
Mstep: Class 5 contains 5403 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 4849 members 
Mstep: Class 9 contains 19913 members 
Mstep: Class 10 contains 17554 members 
Mstep: Class 11 contains 22608 members 
Mstep: Class 13 contains 89268 members 
Mstep: Class 14 contains 2130 members 
Mstep: Class 15 contains 2622 members 
Mstep: Class 16 contains 27510 members 
Mstep: Class 17 contains 17420 members 
Mstep: Class 18 contains 40737 members 
Mstep: Class 20 contains 95880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44766864.000000 Penalty: 31891.189453
Iteration 15Q: 16 clusters Score -4.476686e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 3 contains 4857 members 
Mstep: Class 4 contains 127888 members 
Mstep: Class 5 contains 5402 members 
Mstep: Class 7 contains 2136 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 20009 members 
Mstep: Class 10 contains 17335 members 
Mstep: Class 11 contains 22973 members 
Mstep: Class 13 contains 89138 members 
Mstep: Class 14 contains 2199 members 
Mstep: Class 15 contains 2584 members 
Mstep: Class 16 contains 28232 members 
Mstep: Class 17 contains 16776 members 
Mstep: Class 18 contains 41204 members 
Mstep: Class 20 contains 95614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44768392.000000 Penalty: 31891.189453
Iteration 16Q: 16 clusters Score -4.476839e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 127742 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 20073 members 
Mstep: Class 10 contains 17126 members 
Mstep: Class 11 contains 23267 members 
Mstep: Class 13 contains 88862 members 
Mstep: Class 14 contains 2241 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 28889 members 
Mstep: Class 17 contains 16278 members 
Mstep: Class 18 contains 41634 members 
Mstep: Class 20 contains 95465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44769376.000000 Penalty: 31891.189453
Iteration 17Q: 16 clusters Score -4.476938e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 127628 members 
Mstep: Class 5 contains 5366 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 20109 members 
Mstep: Class 10 contains 16955 members 
Mstep: Class 11 contains 23481 members 
Mstep: Class 13 contains 88504 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 29475 members 
Mstep: Class 17 contains 15846 members 
Mstep: Class 18 contains 42064 members 
Mstep: Class 20 contains 95415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44770204.000000 Penalty: 31891.189453
Iteration 18Q: 16 clusters Score -4.47702e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 127556 members 
Mstep: Class 5 contains 5356 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 20118 members 
Mstep: Class 10 contains 16818 members 
Mstep: Class 11 contains 23612 members 
Mstep: Class 13 contains 88005 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 30027 members 
Mstep: Class 17 contains 15485 members 
Mstep: Class 18 contains 42507 members 
Mstep: Class 20 contains 95470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44770964.000000 Penalty: 31891.189453
Iteration 19Q: 16 clusters Score -4.477096e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 3 contains 5064 members 
Mstep: Class 4 contains 127490 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 7 contains 2232 members 
Mstep: Class 8 contains 3996 members 
Mstep: Class 9 contains 20129 members 
Mstep: Class 10 contains 16708 members 
Mstep: Class 11 contains 23692 members 
Mstep: Class 13 contains 87444 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 30515 members 
Mstep: Class 17 contains 15141 members 
Mstep: Class 18 contains 42900 members 
Mstep: Class 20 contains 95650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44772076.000000 Penalty: 31891.189453
Iteration 20F: 16 clusters Score -4.477208e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 3 contains 5171 members 
Mstep: Class 4 contains 127385 members 
Mstep: Class 5 contains 5337 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 20112 members 
Mstep: Class 10 contains 16582 members 
Mstep: Class 11 contains 23733 members 
Mstep: Class 13 contains 86876 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 2114 members 
Mstep: Class 16 contains 30931 members 
Mstep: Class 17 contains 14830 members 
Mstep: Class 18 contains 43223 members 
Mstep: Class 20 contains 95929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44773008.000000 Penalty: 31891.189453
Iteration 21Q: 16 clusters Score -4.477301e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5205 members 
Mstep: Class 4 contains 127282 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 7 contains 2334 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 20091 members 
Mstep: Class 10 contains 16462 members 
Mstep: Class 11 contains 23764 members 
Mstep: Class 13 contains 86277 members 
Mstep: Class 14 contains 2451 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 31298 members 
Mstep: Class 17 contains 14561 members 
Mstep: Class 18 contains 43513 members 
Mstep: Class 20 contains 96329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44773768.000000 Penalty: 31891.189453
Iteration 22Q: 16 clusters Score -4.477377e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5236 members 
Mstep: Class 4 contains 127189 members 
Mstep: Class 5 contains 5300 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 20072 members 
Mstep: Class 10 contains 16368 members 
Mstep: Class 11 contains 23797 members 
Mstep: Class 13 contains 85637 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 31660 members 
Mstep: Class 17 contains 14282 members 
Mstep: Class 18 contains 43758 members 
Mstep: Class 20 contains 96784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44774512.000000 Penalty: 31891.189453
Iteration 23Q: 16 clusters Score -4.477451e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5225 members 
Mstep: Class 4 contains 127130 members 
Mstep: Class 5 contains 5286 members 
Mstep: Class 7 contains 2419 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 20055 members 
Mstep: Class 10 contains 16287 members 
Mstep: Class 11 contains 23815 members 
Mstep: Class 13 contains 84909 members 
Mstep: Class 14 contains 2483 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 31993 members 
Mstep: Class 17 contains 14045 members 
Mstep: Class 18 contains 43980 members 
Mstep: Class 20 contains 97330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44774952.000000 Penalty: 31891.189453
Iteration 24Q: 16 clusters Score -4.477495e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 127072 members 
Mstep: Class 5 contains 5268 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 20015 members 
Mstep: Class 10 contains 16241 members 
Mstep: Class 11 contains 23835 members 
Mstep: Class 13 contains 84151 members 
Mstep: Class 14 contains 2504 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 32281 members 
Mstep: Class 17 contains 13823 members 
Mstep: Class 18 contains 44141 members 
Mstep: Class 20 contains 97918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44775740.000000 Penalty: 31891.189453
Iteration 25Q: 16 clusters Score -4.477574e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5254 members 
Mstep: Class 4 contains 127032 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 19940 members 
Mstep: Class 10 contains 16206 members 
Mstep: Class 11 contains 23847 members 
Mstep: Class 13 contains 83359 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 32547 members 
Mstep: Class 17 contains 13576 members 
Mstep: Class 18 contains 44292 members 
Mstep: Class 20 contains 98577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44776300.000000 Penalty: 31891.189453
Iteration 26Q: 16 clusters Score -4.47763e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5256 members 
Mstep: Class 4 contains 126982 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 7 contains 2650 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 19884 members 
Mstep: Class 10 contains 16174 members 
Mstep: Class 11 contains 23869 members 
Mstep: Class 13 contains 82561 members 
Mstep: Class 14 contains 2515 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 32764 members 
Mstep: Class 17 contains 13339 members 
Mstep: Class 18 contains 44416 members 
Mstep: Class 20 contains 99278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44776688.000000 Penalty: 31891.189453
Iteration 27Q: 16 clusters Score -4.477669e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5273 members 
Mstep: Class 4 contains 126936 members 
Mstep: Class 5 contains 5251 members 
Mstep: Class 7 contains 2738 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 19833 members 
Mstep: Class 10 contains 16136 members 
Mstep: Class 11 contains 23895 members 
Mstep: Class 13 contains 81784 members 
Mstep: Class 14 contains 2523 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 32941 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 44523 members 
Mstep: Class 20 contains 99944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44777304.000000 Penalty: 31891.189453
Iteration 28Q: 16 clusters Score -4.47773e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5287 members 
Mstep: Class 4 contains 126894 members 
Mstep: Class 5 contains 5256 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 4328 members 
Mstep: Class 9 contains 19810 members 
Mstep: Class 10 contains 16096 members 
Mstep: Class 11 contains 23911 members 
Mstep: Class 13 contains 81018 members 
Mstep: Class 14 contains 2528 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 33091 members 
Mstep: Class 17 contains 12991 members 
Mstep: Class 18 contains 44635 members 
Mstep: Class 20 contains 100598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44777540.000000 Penalty: 31891.189453
Iteration 29Q: 16 clusters Score -4.477754e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 126857 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 19800 members 
Mstep: Class 10 contains 16076 members 
Mstep: Class 11 contains 23937 members 
Mstep: Class 13 contains 80316 members 
Mstep: Class 14 contains 2515 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 33199 members 
Mstep: Class 17 contains 12833 members 
Mstep: Class 18 contains 44728 members 
Mstep: Class 20 contains 101202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44777852.000000 Penalty: 31891.189453
Iteration 30Q: 16 clusters Score -4.477785e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5316 members 
Mstep: Class 4 contains 126813 members 
Mstep: Class 5 contains 5265 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 19795 members 
Mstep: Class 10 contains 16054 members 
Mstep: Class 11 contains 23961 members 
Mstep: Class 13 contains 79615 members 
Mstep: Class 14 contains 2525 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 33294 members 
Mstep: Class 17 contains 12672 members 
Mstep: Class 18 contains 44789 members 
Mstep: Class 20 contains 101819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44778116.000000 Penalty: 31891.189453
Iteration 31Q: 16 clusters Score -4.477812e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 126764 members 
Mstep: Class 5 contains 5277 members 
Mstep: Class 7 contains 3081 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 19806 members 
Mstep: Class 10 contains 16035 members 
Mstep: Class 11 contains 23982 members 
Mstep: Class 13 contains 78987 members 
Mstep: Class 14 contains 2553 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 33376 members 
Mstep: Class 17 contains 12524 members 
Mstep: Class 18 contains 44810 members 
Mstep: Class 20 contains 102396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44778540.000000 Penalty: 31891.189453
Iteration 32Q: 16 clusters Score -4.477854e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5324 members 
Mstep: Class 4 contains 126713 members 
Mstep: Class 5 contains 5293 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 19780 members 
Mstep: Class 10 contains 16023 members 
Mstep: Class 11 contains 24009 members 
Mstep: Class 13 contains 78390 members 
Mstep: Class 14 contains 2630 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 33442 members 
Mstep: Class 17 contains 12388 members 
Mstep: Class 18 contains 44812 members 
Mstep: Class 20 contains 102900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44778892.000000 Penalty: 31891.189453
Iteration 33Q: 16 clusters Score -4.477889e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5331 members 
Mstep: Class 4 contains 126666 members 
Mstep: Class 5 contains 5306 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 19741 members 
Mstep: Class 10 contains 16017 members 
Mstep: Class 11 contains 24023 members 
Mstep: Class 13 contains 77829 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 33516 members 
Mstep: Class 17 contains 12265 members 
Mstep: Class 18 contains 44824 members 
Mstep: Class 20 contains 103317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44779068.000000 Penalty: 31891.189453
Iteration 34Q: 16 clusters Score -4.477907e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5330 members 
Mstep: Class 4 contains 126628 members 
Mstep: Class 5 contains 5316 members 
Mstep: Class 7 contains 3409 members 
Mstep: Class 8 contains 4357 members 
Mstep: Class 9 contains 19651 members 
Mstep: Class 10 contains 16004 members 
Mstep: Class 11 contains 24024 members 
Mstep: Class 13 contains 77403 members 
Mstep: Class 14 contains 2923 members 
Mstep: Class 15 contains 1701 members 
Mstep: Class 16 contains 33562 members 
Mstep: Class 17 contains 12162 members 
Mstep: Class 18 contains 44824 members 
Mstep: Class 20 contains 103659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44779180.000000 Penalty: 31891.189453
Iteration 35Q: 16 clusters Score -4.477918e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5329 members 
Mstep: Class 4 contains 126600 members 
Mstep: Class 5 contains 5326 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 19542 members 
Mstep: Class 10 contains 15989 members 
Mstep: Class 11 contains 24027 members 
Mstep: Class 13 contains 76992 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 33625 members 
Mstep: Class 17 contains 12070 members 
Mstep: Class 18 contains 44825 members 
Mstep: Class 20 contains 103970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44779364.000000 Penalty: 31891.189453
Iteration 36Q: 16 clusters Score -4.477936e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5335 members 
Mstep: Class 4 contains 126578 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 19459 members 
Mstep: Class 10 contains 15980 members 
Mstep: Class 11 contains 24024 members 
Mstep: Class 13 contains 76662 members 
Mstep: Class 14 contains 3226 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 33677 members 
Mstep: Class 17 contains 11990 members 
Mstep: Class 18 contains 44815 members 
Mstep: Class 20 contains 104214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44779340.000000 Penalty: 31891.189453
Iteration 37Q: 16 clusters Score -4.477934e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5333 members 
Mstep: Class 4 contains 126550 members 
Mstep: Class 5 contains 5334 members 
Mstep: Class 7 contains 3727 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 19374 members 
Mstep: Class 10 contains 15979 members 
Mstep: Class 11 contains 24024 members 
Mstep: Class 13 contains 76370 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 33733 members 
Mstep: Class 17 contains 11920 members 
Mstep: Class 18 contains 44809 members 
Mstep: Class 20 contains 104392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44779520.000000 Penalty: 31891.189453
Iteration 38Q: 16 clusters Score -4.477952e+07 nChanged 685
Entering ConstructFrom: 
Score: -44779520.000000 Penalty: 31891.189453
Entering ConstructFrom: 
Trying to split cluster 3 (5340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Entering Unmasked Estep 
Score: -450422.937500 Penalty: 1394.734375
	Iteration 0F: 2 clusters Score -450422.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -446240.156250 Penalty: 2789.468750
	Iteration 0F: 3 clusters Score -446240.2 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -447797.437500 Penalty: 2789.468750
	Iteration 1F: 3 clusters Score -447797.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -448393.437500 Penalty: 2789.468750
	Iteration 2F: 3 clusters Score -448393.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -448909.468750 Penalty: 2789.468750
	Iteration 3F: 3 clusters Score -448909.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -449389.250000 Penalty: 2789.468750
	Iteration 4F: 3 clusters Score -449389.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -449813.718750 Penalty: 2789.468750
	Iteration 5F: 3 clusters Score -449813.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -450115.000000 Penalty: 2789.468750
	Iteration 6F: 3 clusters Score -450115 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -450252.000000 Penalty: 2789.468750
	Iteration 7Q: 3 clusters Score -450252 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -450322.125000 Penalty: 2789.468750
	Iteration 8Q: 3 clusters Score -450322.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -450367.406250 Penalty: 2789.468750
	Iteration 9Q: 3 clusters Score -450367.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -450395.750000 Penalty: 2789.468750
	Iteration 10Q: 3 clusters Score -450395.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -450418.625000 Penalty: 2789.468750
	Iteration 11Q: 3 clusters Score -450418.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -450436.593750 Penalty: 2789.468750
	Iteration 12Q: 3 clusters Score -450436.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -450455.875000 Penalty: 2789.468750
	Iteration 13Q: 3 clusters Score -450455.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -450472.500000 Penalty: 2789.468750
	Iteration 14Q: 3 clusters Score -450472.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -450494.312500 Penalty: 2789.468750
	Iteration 15Q: 3 clusters Score -450494.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -450524.312500 Penalty: 2789.468750
	Iteration 16Q: 3 clusters Score -450524.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -450574.031250 Penalty: 2789.468750
	Iteration 17Q: 3 clusters Score -450574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -450648.375000 Penalty: 2789.468750
	Iteration 18Q: 3 clusters Score -450648.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -450713.781250 Penalty: 2789.468750
	Iteration 19Q: 3 clusters Score -450713.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -450753.062500 Penalty: 2789.468750
	Iteration 20F: 3 clusters Score -450753.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -450774.812500 Penalty: 2789.468750
	Iteration 21Q: 3 clusters Score -450774.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -450789.187500 Penalty: 2789.468750
	Iteration 22Q: 3 clusters Score -450789.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -450800.281250 Penalty: 2789.468750
	Iteration 23Q: 3 clusters Score -450800.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -450804.156250 Penalty: 2789.468750
	Iteration 24Q: 3 clusters Score -450804.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -450809.125000 Penalty: 2789.468750
	Iteration 25Q: 3 clusters Score -450809.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -450816.125000 Penalty: 2789.468750
	Iteration 26Q: 3 clusters Score -450816.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -450820.593750 Penalty: 2789.468750
	Iteration 27Q: 3 clusters Score -450820.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -450829.812500 Penalty: 2789.468750
	Iteration 28Q: 3 clusters Score -450829.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -450840.031250 Penalty: 2789.468750
	Iteration 29Q: 3 clusters Score -450840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -450846.937500 Penalty: 2789.468750
	Iteration 30Q: 3 clusters Score -450846.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -450852.906250 Penalty: 2789.468750
	Iteration 31Q: 3 clusters Score -450852.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -450856.406250 Penalty: 2789.468750
	Iteration 32Q: 3 clusters Score -450856.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -450860.125000 Penalty: 2789.468750
	Iteration 33Q: 3 clusters Score -450860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -450863.343750 Penalty: 2789.468750
	Iteration 34Q: 3 clusters Score -450863.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -450870.500000 Penalty: 2789.468750
	Iteration 35Q: 3 clusters Score -450870.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -450874.812500 Penalty: 2789.468750
	Iteration 36Q: 3 clusters Score -450874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -450877.062500 Penalty: 2789.468750
	Iteration 37Q: 3 clusters Score -450877.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -450880.125000 Penalty: 2789.468750
	Iteration 38Q: 3 clusters Score -450880.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -450882.781250 Penalty: 2789.468750
	Iteration 39Q: 3 clusters Score -450882.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -450888.156250 Penalty: 2789.468750
	Iteration 40F: 3 clusters Score -450888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -450890.906250 Penalty: 2789.468750
	Iteration 41Q: 3 clusters Score -450890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -450892.281250 Penalty: 2789.468750
	Iteration 42Q: 3 clusters Score -450892.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -450895.468750 Penalty: 2789.468750
	Iteration 43Q: 3 clusters Score -450895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -450895.656250 Penalty: 2789.468750
	Iteration 44Q: 3 clusters Score -450895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -450897.187500 Penalty: 2789.468750
	Iteration 45Q: 3 clusters Score -450897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -450898.218750 Penalty: 2789.468750
	Iteration 46Q: 3 clusters Score -450898.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -450898.218750 Penalty: 2789.468750
	Iteration 47F: 3 clusters Score -450898.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 126522 members 
Mstep: Class 5 contains 5338 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 19300 members 
Mstep: Class 10 contains 15978 members 
Mstep: Class 11 contains 24036 members 
Mstep: Class 13 contains 76094 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 33777 members 
Mstep: Class 17 contains 11859 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 20 contains 104532 members 
Entering Unmasked Estep 
Score: -44779344.000000 Penalty: 34017.269531
Splitting cluster 3 changes total score from -44779520.000000 to -44779344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (126522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126522 members 
Entering Unmasked Estep 
Score: -12137087.000000 Penalty: 1909.077881
	Iteration 0F: 2 clusters Score -1.213709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -12052600.000000 Penalty: 3818.155762
	Iteration 0F: 3 clusters Score -1.20526e+07 nChanged 60749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -12088590.000000 Penalty: 3818.155762
	Iteration 1F: 3 clusters Score -1.208859e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -12090072.000000 Penalty: 3818.155762
	Iteration 2Q: 3 clusters Score -1.209007e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -12092039.000000 Penalty: 3818.155762
	Iteration 3Q: 3 clusters Score -1.209204e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -12094831.000000 Penalty: 3818.155762
	Iteration 4Q: 3 clusters Score -1.209483e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -12098432.000000 Penalty: 3818.155762
	Iteration 5F: 3 clusters Score -1.209843e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -12102982.000000 Penalty: 3818.155762
	Iteration 6F: 3 clusters Score -1.210298e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -12108109.000000 Penalty: 3818.155762
	Iteration 7F: 3 clusters Score -1.210811e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 68291 members 
Entering Unmasked Estep 
Score: -12112836.000000 Penalty: 3818.155762
	Iteration 8F: 3 clusters Score -1.211284e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -12117665.000000 Penalty: 3818.155762
	Iteration 9F: 3 clusters Score -1.211766e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -12121882.000000 Penalty: 3818.155762
	Iteration 10F: 3 clusters Score -1.212188e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -12124940.000000 Penalty: 3818.155762
	Iteration 11Q: 3 clusters Score -1.212494e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -12127035.000000 Penalty: 3818.155762
	Iteration 12Q: 3 clusters Score -1.212704e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -12128186.000000 Penalty: 3818.155762
	Iteration 13Q: 3 clusters Score -1.212819e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -12128886.000000 Penalty: 3818.155762
	Iteration 14Q: 3 clusters Score -1.212889e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -12129403.000000 Penalty: 3818.155762
	Iteration 15Q: 3 clusters Score -1.21294e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -12129749.000000 Penalty: 3818.155762
	Iteration 16Q: 3 clusters Score -1.212975e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -12129979.000000 Penalty: 3818.155762
	Iteration 17Q: 3 clusters Score -1.212998e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -12130194.000000 Penalty: 3818.155762
	Iteration 18Q: 3 clusters Score -1.213019e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -12130442.000000 Penalty: 3818.155762
	Iteration 19Q: 3 clusters Score -1.213044e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -12130679.000000 Penalty: 3818.155762
	Iteration 20F: 3 clusters Score -1.213068e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -12130867.000000 Penalty: 3818.155762
	Iteration 21Q: 3 clusters Score -1.213087e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -12131004.000000 Penalty: 3818.155762
	Iteration 22Q: 3 clusters Score -1.2131e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -12131178.000000 Penalty: 3818.155762
	Iteration 23Q: 3 clusters Score -1.213118e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -12131312.000000 Penalty: 3818.155762
	Iteration 24Q: 3 clusters Score -1.213131e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -12131453.000000 Penalty: 3818.155762
	Iteration 25Q: 3 clusters Score -1.213145e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -12131576.000000 Penalty: 3818.155762
	Iteration 26Q: 3 clusters Score -1.213158e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -12131793.000000 Penalty: 3818.155762
	Iteration 27Q: 3 clusters Score -1.213179e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -12131882.000000 Penalty: 3818.155762
	Iteration 28Q: 3 clusters Score -1.213188e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -12131932.000000 Penalty: 3818.155762
	Iteration 29Q: 3 clusters Score -1.213193e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -12132006.000000 Penalty: 3818.155762
	Iteration 30Q: 3 clusters Score -1.213201e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -12132081.000000 Penalty: 3818.155762
	Iteration 31Q: 3 clusters Score -1.213208e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74305 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -12132153.000000 Penalty: 3818.155762
	Iteration 32Q: 3 clusters Score -1.213215e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -12132243.000000 Penalty: 3818.155762
	Iteration 33Q: 3 clusters Score -1.213224e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -12132368.000000 Penalty: 3818.155762
	Iteration 34Q: 3 clusters Score -1.213237e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -12132472.000000 Penalty: 3818.155762
	Iteration 35Q: 3 clusters Score -1.213247e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -12132583.000000 Penalty: 3818.155762
	Iteration 36Q: 3 clusters Score -1.213258e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -12132699.000000 Penalty: 3818.155762
	Iteration 37Q: 3 clusters Score -1.21327e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78363 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -12132770.000000 Penalty: 3818.155762
	Iteration 38Q: 3 clusters Score -1.213277e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -12132781.000000 Penalty: 3818.155762
	Iteration 39Q: 3 clusters Score -1.213278e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -12132834.000000 Penalty: 3818.155762
	Iteration 40F: 3 clusters Score -1.213283e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -12132856.000000 Penalty: 3818.155762
	Iteration 41Q: 3 clusters Score -1.213286e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -12132911.000000 Penalty: 3818.155762
	Iteration 42Q: 3 clusters Score -1.213291e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -12132919.000000 Penalty: 3818.155762
	Iteration 43Q: 3 clusters Score -1.213292e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -12132927.000000 Penalty: 3818.155762
	Iteration 44Q: 3 clusters Score -1.213293e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -12132999.000000 Penalty: 3818.155762
	Iteration 45Q: 3 clusters Score -1.2133e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -12133042.000000 Penalty: 3818.155762
	Iteration 46Q: 3 clusters Score -1.213304e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -12133108.000000 Penalty: 3818.155762
	Iteration 47Q: 3 clusters Score -1.213311e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -12133122.000000 Penalty: 3818.155762
	Iteration 48Q: 3 clusters Score -1.213312e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -12133147.000000 Penalty: 3818.155762
	Iteration 49Q: 3 clusters Score -1.213315e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -12133194.000000 Penalty: 3818.155762
	Iteration 50Q: 3 clusters Score -1.213319e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -12133234.000000 Penalty: 3818.155762
	Iteration 51Q: 3 clusters Score -1.213323e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85550 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -12133212.000000 Penalty: 3818.155762
	Iteration 52Q: 3 clusters Score -1.213321e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -12133255.000000 Penalty: 3818.155762
	Iteration 53Q: 3 clusters Score -1.213326e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86386 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -12133272.000000 Penalty: 3818.155762
	Iteration 54Q: 3 clusters Score -1.213327e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -12133335.000000 Penalty: 3818.155762
	Iteration 55Q: 3 clusters Score -1.213334e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87196 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -12133349.000000 Penalty: 3818.155762
	Iteration 56Q: 3 clusters Score -1.213335e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -12133373.000000 Penalty: 3818.155762
	Iteration 57Q: 3 clusters Score -1.213337e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -12133313.000000 Penalty: 3818.155762
	Iteration 58Q: 3 clusters Score -1.213331e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -12133247.000000 Penalty: 3818.155762
	Iteration 59Q: 3 clusters Score -1.213325e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -12133293.000000 Penalty: 3818.155762
	Iteration 60F: 3 clusters Score -1.213329e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -12133260.000000 Penalty: 3818.155762
	Iteration 61Q: 3 clusters Score -1.213326e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -12133263.000000 Penalty: 3818.155762
	Iteration 62Q: 3 clusters Score -1.213326e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89228 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -12133248.000000 Penalty: 3818.155762
	Iteration 63Q: 3 clusters Score -1.213325e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -12133216.000000 Penalty: 3818.155762
	Iteration 64Q: 3 clusters Score -1.213322e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -12133266.000000 Penalty: 3818.155762
	Iteration 65Q: 3 clusters Score -1.213327e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -12133261.000000 Penalty: 3818.155762
	Iteration 66Q: 3 clusters Score -1.213326e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90346 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -12133302.000000 Penalty: 3818.155762
	Iteration 67Q: 3 clusters Score -1.21333e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -12133272.000000 Penalty: 3818.155762
	Iteration 68Q: 3 clusters Score -1.213327e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -12133285.000000 Penalty: 3818.155762
	Iteration 69Q: 3 clusters Score -1.213328e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -12133312.000000 Penalty: 3818.155762
	Iteration 70Q: 3 clusters Score -1.213331e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91391 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -12133353.000000 Penalty: 3818.155762
	Iteration 71Q: 3 clusters Score -1.213335e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -12133365.000000 Penalty: 3818.155762
	Iteration 72Q: 3 clusters Score -1.213336e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -12133400.000000 Penalty: 3818.155762
	Iteration 73Q: 3 clusters Score -1.21334e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92120 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -12133390.000000 Penalty: 3818.155762
	Iteration 74Q: 3 clusters Score -1.213339e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -12133391.000000 Penalty: 3818.155762
	Iteration 75Q: 3 clusters Score -1.213339e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -12133434.000000 Penalty: 3818.155762
	Iteration 76Q: 3 clusters Score -1.213343e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92787 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -12133429.000000 Penalty: 3818.155762
	Iteration 77Q: 3 clusters Score -1.213343e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -12133401.000000 Penalty: 3818.155762
	Iteration 78Q: 3 clusters Score -1.21334e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -12133427.000000 Penalty: 3818.155762
	Iteration 79Q: 3 clusters Score -1.213343e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -12133424.000000 Penalty: 3818.155762
	Iteration 80F: 3 clusters Score -1.213342e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -12133444.000000 Penalty: 3818.155762
	Iteration 81Q: 3 clusters Score -1.213344e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -12133437.000000 Penalty: 3818.155762
	Iteration 82Q: 3 clusters Score -1.213344e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -12133477.000000 Penalty: 3818.155762
	Iteration 83Q: 3 clusters Score -1.213348e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -12133418.000000 Penalty: 3818.155762
	Iteration 84Q: 3 clusters Score -1.213342e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -12133436.000000 Penalty: 3818.155762
	Iteration 85Q: 3 clusters Score -1.213344e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -12133437.000000 Penalty: 3818.155762
	Iteration 86Q: 3 clusters Score -1.213344e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94525 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -12133465.000000 Penalty: 3818.155762
	Iteration 87Q: 3 clusters Score -1.213346e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94691 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -12133477.000000 Penalty: 3818.155762
	Iteration 88Q: 3 clusters Score -1.213348e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94851 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -12133447.000000 Penalty: 3818.155762
	Iteration 89Q: 3 clusters Score -1.213345e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -12133482.000000 Penalty: 3818.155762
	Iteration 90Q: 3 clusters Score -1.213348e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95173 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -12133516.000000 Penalty: 3818.155762
	Iteration 91Q: 3 clusters Score -1.213352e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -12133512.000000 Penalty: 3818.155762
	Iteration 92Q: 3 clusters Score -1.213351e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -12133492.000000 Penalty: 3818.155762
	Iteration 93Q: 3 clusters Score -1.213349e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95585 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -12133492.000000 Penalty: 3818.155762
	Iteration 94Q: 3 clusters Score -1.213349e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -12133509.000000 Penalty: 3818.155762
	Iteration 95Q: 3 clusters Score -1.213351e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -12133513.000000 Penalty: 3818.155762
	Iteration 96Q: 3 clusters Score -1.213351e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95983 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -12133497.000000 Penalty: 3818.155762
	Iteration 97Q: 3 clusters Score -1.21335e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -12133484.000000 Penalty: 3818.155762
	Iteration 98Q: 3 clusters Score -1.213348e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96217 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -12133513.000000 Penalty: 3818.155762
	Iteration 99Q: 3 clusters Score -1.213351e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -12133526.000000 Penalty: 3818.155762
	Iteration 100F: 3 clusters Score -1.213353e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -12133541.000000 Penalty: 3818.155762
	Iteration 101Q: 3 clusters Score -1.213354e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -12133549.000000 Penalty: 3818.155762
	Iteration 102Q: 3 clusters Score -1.213355e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -12133567.000000 Penalty: 3818.155762
	Iteration 103Q: 3 clusters Score -1.213357e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96837 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -12133569.000000 Penalty: 3818.155762
	Iteration 104Q: 3 clusters Score -1.213357e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -12133580.000000 Penalty: 3818.155762
	Iteration 105Q: 3 clusters Score -1.213358e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97095 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -12133580.000000 Penalty: 3818.155762
	Iteration 106Q: 3 clusters Score -1.213358e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -12133594.000000 Penalty: 3818.155762
	Iteration 107Q: 3 clusters Score -1.213359e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -12133626.000000 Penalty: 3818.155762
	Iteration 108Q: 3 clusters Score -1.213363e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -12133653.000000 Penalty: 3818.155762
	Iteration 109Q: 3 clusters Score -1.213365e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97657 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -12133656.000000 Penalty: 3818.155762
	Iteration 110Q: 3 clusters Score -1.213366e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97786 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -12133659.000000 Penalty: 3818.155762
	Iteration 111Q: 3 clusters Score -1.213366e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97932 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -12133634.000000 Penalty: 3818.155762
	Iteration 112Q: 3 clusters Score -1.213363e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98070 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -12133646.000000 Penalty: 3818.155762
	Iteration 113Q: 3 clusters Score -1.213365e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98239 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -12133656.000000 Penalty: 3818.155762
	Iteration 114Q: 3 clusters Score -1.213366e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98409 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -12133638.000000 Penalty: 3818.155762
	Iteration 115Q: 3 clusters Score -1.213364e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98581 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -12133673.000000 Penalty: 3818.155762
	Iteration 116Q: 3 clusters Score -1.213367e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98770 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -12133693.000000 Penalty: 3818.155762
	Iteration 117Q: 3 clusters Score -1.213369e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -12133678.000000 Penalty: 3818.155762
	Iteration 118Q: 3 clusters Score -1.213368e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99131 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -12133703.000000 Penalty: 3818.155762
	Iteration 119Q: 3 clusters Score -1.21337e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99309 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -12133715.000000 Penalty: 3818.155762
	Iteration 120F: 3 clusters Score -1.213372e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99486 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -12133685.000000 Penalty: 3818.155762
	Iteration 121Q: 3 clusters Score -1.213368e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -12133675.000000 Penalty: 3818.155762
	Iteration 122Q: 3 clusters Score -1.213368e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -12133669.000000 Penalty: 3818.155762
	Iteration 123Q: 3 clusters Score -1.213367e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99908 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -12133702.000000 Penalty: 3818.155762
	Iteration 124Q: 3 clusters Score -1.21337e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -12133685.000000 Penalty: 3818.155762
	Iteration 125Q: 3 clusters Score -1.213368e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100145 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -12133676.000000 Penalty: 3818.155762
	Iteration 126Q: 3 clusters Score -1.213368e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100236 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -12133668.000000 Penalty: 3818.155762
	Iteration 127Q: 3 clusters Score -1.213367e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100324 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -12133677.000000 Penalty: 3818.155762
	Iteration 128Q: 3 clusters Score -1.213368e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100399 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -12133697.000000 Penalty: 3818.155762
	Iteration 129Q: 3 clusters Score -1.21337e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100484 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -12133678.000000 Penalty: 3818.155762
	Iteration 130Q: 3 clusters Score -1.213368e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100574 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -12133689.000000 Penalty: 3818.155762
	Iteration 131Q: 3 clusters Score -1.213369e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -12133685.000000 Penalty: 3818.155762
	Iteration 132Q: 3 clusters Score -1.213368e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -12133710.000000 Penalty: 3818.155762
	Iteration 133Q: 3 clusters Score -1.213371e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -12133711.000000 Penalty: 3818.155762
	Iteration 134Q: 3 clusters Score -1.213371e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101020 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -12133688.000000 Penalty: 3818.155762
	Iteration 135Q: 3 clusters Score -1.213369e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -12133707.000000 Penalty: 3818.155762
	Iteration 136Q: 3 clusters Score -1.213371e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -12133736.000000 Penalty: 3818.155762
	Iteration 137Q: 3 clusters Score -1.213374e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -12133725.000000 Penalty: 3818.155762
	Iteration 138Q: 3 clusters Score -1.213372e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -12133743.000000 Penalty: 3818.155762
	Iteration 139Q: 3 clusters Score -1.213374e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101567 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -12133760.000000 Penalty: 3818.155762
	Iteration 140F: 3 clusters Score -1.213376e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -12133753.000000 Penalty: 3818.155762
	Iteration 141Q: 3 clusters Score -1.213375e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -12133765.000000 Penalty: 3818.155762
	Iteration 142Q: 3 clusters Score -1.213376e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -12133788.000000 Penalty: 3818.155762
	Iteration 143Q: 3 clusters Score -1.213379e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101982 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -12133785.000000 Penalty: 3818.155762
	Iteration 144Q: 3 clusters Score -1.213378e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102078 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -12133791.000000 Penalty: 3818.155762
	Iteration 145Q: 3 clusters Score -1.213379e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102182 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -12133776.000000 Penalty: 3818.155762
	Iteration 146Q: 3 clusters Score -1.213378e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102288 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -12133738.000000 Penalty: 3818.155762
	Iteration 147Q: 3 clusters Score -1.213374e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -12133755.000000 Penalty: 3818.155762
	Iteration 148Q: 3 clusters Score -1.213376e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102561 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -12133746.000000 Penalty: 3818.155762
	Iteration 149Q: 3 clusters Score -1.213375e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102689 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -12133767.000000 Penalty: 3818.155762
	Iteration 150Q: 3 clusters Score -1.213377e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -12133770.000000 Penalty: 3818.155762
	Iteration 151Q: 3 clusters Score -1.213377e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102951 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -12133748.000000 Penalty: 3818.155762
	Iteration 152Q: 3 clusters Score -1.213375e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103090 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -12133763.000000 Penalty: 3818.155762
	Iteration 153Q: 3 clusters Score -1.213376e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103214 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -12133786.000000 Penalty: 3818.155762
	Iteration 154Q: 3 clusters Score -1.213379e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103330 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -12133809.000000 Penalty: 3818.155762
	Iteration 155Q: 3 clusters Score -1.213381e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103454 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -12133827.000000 Penalty: 3818.155762
	Iteration 156Q: 3 clusters Score -1.213383e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -12133833.000000 Penalty: 3818.155762
	Iteration 157Q: 3 clusters Score -1.213383e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103698 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -12133811.000000 Penalty: 3818.155762
	Iteration 158Q: 3 clusters Score -1.213381e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103821 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -12133824.000000 Penalty: 3818.155762
	Iteration 159Q: 3 clusters Score -1.213382e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -12133823.000000 Penalty: 3818.155762
	Iteration 160F: 3 clusters Score -1.213382e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104078 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -12133861.000000 Penalty: 3818.155762
	Iteration 161Q: 3 clusters Score -1.213386e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104209 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -12133835.000000 Penalty: 3818.155762
	Iteration 162Q: 3 clusters Score -1.213384e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104367 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -12133848.000000 Penalty: 3818.155762
	Iteration 163Q: 3 clusters Score -1.213385e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -12133836.000000 Penalty: 3818.155762
	Iteration 164Q: 3 clusters Score -1.213384e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -12133832.000000 Penalty: 3818.155762
	Iteration 165Q: 3 clusters Score -1.213383e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104826 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -12133832.000000 Penalty: 3818.155762
	Iteration 166Q: 3 clusters Score -1.213383e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -12133849.000000 Penalty: 3818.155762
	Iteration 167Q: 3 clusters Score -1.213385e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105140 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -12133833.000000 Penalty: 3818.155762
	Iteration 168Q: 3 clusters Score -1.213383e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -12133869.000000 Penalty: 3818.155762
	Iteration 169Q: 3 clusters Score -1.213387e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -12133852.000000 Penalty: 3818.155762
	Iteration 170Q: 3 clusters Score -1.213385e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105670 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -12133863.000000 Penalty: 3818.155762
	Iteration 171Q: 3 clusters Score -1.213386e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -12133862.000000 Penalty: 3818.155762
	Iteration 172Q: 3 clusters Score -1.213386e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -12133851.000000 Penalty: 3818.155762
	Iteration 173Q: 3 clusters Score -1.213385e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -12133860.000000 Penalty: 3818.155762
	Iteration 174Q: 3 clusters Score -1.213386e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106454 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -12133822.000000 Penalty: 3818.155762
	Iteration 175Q: 3 clusters Score -1.213382e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -12133818.000000 Penalty: 3818.155762
	Iteration 176Q: 3 clusters Score -1.213382e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106899 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -12133856.000000 Penalty: 3818.155762
	Iteration 177Q: 3 clusters Score -1.213386e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107145 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -12133894.000000 Penalty: 3818.155762
	Iteration 178Q: 3 clusters Score -1.213389e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107396 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -12133919.000000 Penalty: 3818.155762
	Iteration 179Q: 3 clusters Score -1.213392e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107662 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -12133907.000000 Penalty: 3818.155762
	Iteration 180F: 3 clusters Score -1.213391e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -12133904.000000 Penalty: 3818.155762
	Iteration 181Q: 3 clusters Score -1.21339e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108278 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -12133907.000000 Penalty: 3818.155762
	Iteration 182Q: 3 clusters Score -1.213391e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108620 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -12134022.000000 Penalty: 3818.155762
	Iteration 183Q: 3 clusters Score -1.213402e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108953 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -12134055.000000 Penalty: 3818.155762
	Iteration 184Q: 3 clusters Score -1.213406e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109293 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -12134107.000000 Penalty: 3818.155762
	Iteration 185Q: 3 clusters Score -1.213411e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -12134152.000000 Penalty: 3818.155762
	Iteration 186Q: 3 clusters Score -1.213415e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110013 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -12134215.000000 Penalty: 3818.155762
	Iteration 187Q: 3 clusters Score -1.213422e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -12134251.000000 Penalty: 3818.155762
	Iteration 188Q: 3 clusters Score -1.213425e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110837 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -12134329.000000 Penalty: 3818.155762
	Iteration 189Q: 3 clusters Score -1.213433e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111246 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -12134374.000000 Penalty: 3818.155762
	Iteration 190Q: 3 clusters Score -1.213437e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111634 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -12134492.000000 Penalty: 3818.155762
	Iteration 191Q: 3 clusters Score -1.213449e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -12134467.000000 Penalty: 3818.155762
	Iteration 192Q: 3 clusters Score -1.213447e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112367 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -12134517.000000 Penalty: 3818.155762
	Iteration 193Q: 3 clusters Score -1.213452e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112742 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -12134547.000000 Penalty: 3818.155762
	Iteration 194Q: 3 clusters Score -1.213455e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -12134600.000000 Penalty: 3818.155762
	Iteration 195Q: 3 clusters Score -1.21346e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113536 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -12134649.000000 Penalty: 3818.155762
	Iteration 196Q: 3 clusters Score -1.213465e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113933 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -12134709.000000 Penalty: 3818.155762
	Iteration 197Q: 3 clusters Score -1.213471e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114311 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -12134782.000000 Penalty: 3818.155762
	Iteration 198Q: 3 clusters Score -1.213478e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -12134933.000000 Penalty: 3818.155762
	Iteration 199Q: 3 clusters Score -1.213493e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115131 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -12135032.000000 Penalty: 3818.155762
	Iteration 200F: 3 clusters Score -1.213503e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115563 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -12135116.000000 Penalty: 3818.155762
	Iteration 201Q: 3 clusters Score -1.213512e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115997 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -12135202.000000 Penalty: 3818.155762
	Iteration 202Q: 3 clusters Score -1.21352e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116394 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -12135310.000000 Penalty: 3818.155762
	Iteration 203Q: 3 clusters Score -1.213531e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116802 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -12135361.000000 Penalty: 3818.155762
	Iteration 204Q: 3 clusters Score -1.213536e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117185 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -12135486.000000 Penalty: 3818.155762
	Iteration 205Q: 3 clusters Score -1.213549e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117574 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -12135523.000000 Penalty: 3818.155762
	Iteration 206Q: 3 clusters Score -1.213552e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -12135615.000000 Penalty: 3818.155762
	Iteration 207Q: 3 clusters Score -1.213562e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118210 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -12135655.000000 Penalty: 3818.155762
	Iteration 208Q: 3 clusters Score -1.213566e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118499 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -12135759.000000 Penalty: 3818.155762
	Iteration 209Q: 3 clusters Score -1.213576e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118776 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -12135828.000000 Penalty: 3818.155762
	Iteration 210Q: 3 clusters Score -1.213583e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119056 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -12135833.000000 Penalty: 3818.155762
	Iteration 211Q: 3 clusters Score -1.213583e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119305 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -12135925.000000 Penalty: 3818.155762
	Iteration 212Q: 3 clusters Score -1.213592e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119548 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -12136005.000000 Penalty: 3818.155762
	Iteration 213Q: 3 clusters Score -1.2136e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119762 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -12136051.000000 Penalty: 3818.155762
	Iteration 214Q: 3 clusters Score -1.213605e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119947 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -12136058.000000 Penalty: 3818.155762
	Iteration 215Q: 3 clusters Score -1.213606e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120120 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -12136105.000000 Penalty: 3818.155762
	Iteration 216Q: 3 clusters Score -1.21361e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120281 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -12136087.000000 Penalty: 3818.155762
	Iteration 217Q: 3 clusters Score -1.213609e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120419 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -12136079.000000 Penalty: 3818.155762
	Iteration 218Q: 3 clusters Score -1.213608e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120549 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -12136107.000000 Penalty: 3818.155762
	Iteration 219Q: 3 clusters Score -1.213611e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120672 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -12136132.000000 Penalty: 3818.155762
	Iteration 220F: 3 clusters Score -1.213613e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120776 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -12136135.000000 Penalty: 3818.155762
	Iteration 221Q: 3 clusters Score -1.213614e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120876 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -12136127.000000 Penalty: 3818.155762
	Iteration 222Q: 3 clusters Score -1.213613e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120976 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -12136133.000000 Penalty: 3818.155762
	Iteration 223Q: 3 clusters Score -1.213613e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121068 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -12136133.000000 Penalty: 3818.155762
	Iteration 224Q: 3 clusters Score -1.213613e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -12136155.000000 Penalty: 3818.155762
	Iteration 225Q: 3 clusters Score -1.213616e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121214 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -12136133.000000 Penalty: 3818.155762
	Iteration 226Q: 3 clusters Score -1.213613e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121274 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -12136153.000000 Penalty: 3818.155762
	Iteration 227Q: 3 clusters Score -1.213615e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121333 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -12136151.000000 Penalty: 3818.155762
	Iteration 228Q: 3 clusters Score -1.213615e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121389 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -12136163.000000 Penalty: 3818.155762
	Iteration 229Q: 3 clusters Score -1.213616e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121441 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -12136169.000000 Penalty: 3818.155762
	Iteration 230Q: 3 clusters Score -1.213617e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121481 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -12136185.000000 Penalty: 3818.155762
	Iteration 231Q: 3 clusters Score -1.213618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121522 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -12136216.000000 Penalty: 3818.155762
	Iteration 232Q: 3 clusters Score -1.213622e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121573 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -12136233.000000 Penalty: 3818.155762
	Iteration 233Q: 3 clusters Score -1.213623e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121604 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -12136217.000000 Penalty: 3818.155762
	Iteration 234Q: 3 clusters Score -1.213622e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121640 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -12136248.000000 Penalty: 3818.155762
	Iteration 235Q: 3 clusters Score -1.213625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121662 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -12136227.000000 Penalty: 3818.155762
	Iteration 236Q: 3 clusters Score -1.213623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121682 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -12136244.000000 Penalty: 3818.155762
	Iteration 237Q: 3 clusters Score -1.213624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121701 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -12136248.000000 Penalty: 3818.155762
	Iteration 238Q: 3 clusters Score -1.213625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121718 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -12136257.000000 Penalty: 3818.155762
	Iteration 239Q: 3 clusters Score -1.213626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121735 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -12136269.000000 Penalty: 3818.155762
	Iteration 240F: 3 clusters Score -1.213627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121749 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -12136267.000000 Penalty: 3818.155762
	Iteration 241Q: 3 clusters Score -1.213627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -12136269.000000 Penalty: 3818.155762
	Iteration 242Q: 3 clusters Score -1.213627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121772 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -12136250.000000 Penalty: 3818.155762
	Iteration 243Q: 3 clusters Score -1.213625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -12136247.000000 Penalty: 3818.155762
	Iteration 244Q: 3 clusters Score -1.213625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121790 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -12136253.000000 Penalty: 3818.155762
	Iteration 245Q: 3 clusters Score -1.213625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121803 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -12136251.000000 Penalty: 3818.155762
	Iteration 246Q: 3 clusters Score -1.213625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121816 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -12136239.000000 Penalty: 3818.155762
	Iteration 247Q: 3 clusters Score -1.213624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121827 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -12136237.000000 Penalty: 3818.155762
	Iteration 248Q: 3 clusters Score -1.213624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121840 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -12136244.000000 Penalty: 3818.155762
	Iteration 249Q: 3 clusters Score -1.213624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121853 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -12136243.000000 Penalty: 3818.155762
	Iteration 250Q: 3 clusters Score -1.213624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121865 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -12136252.000000 Penalty: 3818.155762
	Iteration 251Q: 3 clusters Score -1.213625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121878 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -12136256.000000 Penalty: 3818.155762
	Iteration 252Q: 3 clusters Score -1.213626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121888 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -12136257.000000 Penalty: 3818.155762
	Iteration 253Q: 3 clusters Score -1.213626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121890 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -12136255.000000 Penalty: 3818.155762
	Iteration 254Q: 3 clusters Score -1.213626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121895 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -12136239.000000 Penalty: 3818.155762
	Iteration 255Q: 3 clusters Score -1.213624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121898 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -12136243.000000 Penalty: 3818.155762
	Iteration 256Q: 3 clusters Score -1.213624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121901 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -12136240.000000 Penalty: 3818.155762
	Iteration 257Q: 3 clusters Score -1.213624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121903 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -12136252.000000 Penalty: 3818.155762
	Iteration 258Q: 3 clusters Score -1.213625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121908 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -12136246.000000 Penalty: 3818.155762
	Iteration 259Q: 3 clusters Score -1.213625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121918 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -12136255.000000 Penalty: 3818.155762
	Iteration 260F: 3 clusters Score -1.213626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121922 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -12136245.000000 Penalty: 3818.155762
	Iteration 261Q: 3 clusters Score -1.213624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121924 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -12136240.000000 Penalty: 3818.155762
	Iteration 262Q: 3 clusters Score -1.213624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121924 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -12136240.000000 Penalty: 3818.155762
	Iteration 263F: 3 clusters Score -1.213624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -505995.218750 Penalty: 1394.673584
	Iteration 0F: 2 clusters Score -505995.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -501780.968750 Penalty: 2789.347168
	Iteration 0F: 3 clusters Score -501781 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -503005.406250 Penalty: 2789.347168
	Iteration 1F: 3 clusters Score -503005.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -503362.312500 Penalty: 2789.347168
	Iteration 2F: 3 clusters Score -503362.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -503903.500000 Penalty: 2789.347168
	Iteration 3F: 3 clusters Score -503903.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -504613.968750 Penalty: 2789.347168
	Iteration 4F: 3 clusters Score -504614 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -505316.125000 Penalty: 2789.347168
	Iteration 5F: 3 clusters Score -505316.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -505978.906250 Penalty: 2789.347168
	Iteration 6F: 3 clusters Score -505978.9 nChanged 338
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: -506717.500000 Penalty: 2789.347168
	Iteration 7F: 3 clusters Score -506717.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -508044.218750 Penalty: 2789.347168
	Iteration 8F: 3 clusters Score -508044.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -509839.187500 Penalty: 2789.347168
	Iteration 9F: 3 clusters Score -509839.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -510170.812500 Penalty: 2789.347168
	Iteration 10Q: 3 clusters Score -510170.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -510200.062500 Penalty: 2789.347168
	Iteration 11Q: 3 clusters Score -510200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -510208.125000 Penalty: 2789.347168
	Iteration 12Q: 3 clusters Score -510208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -510213.812500 Penalty: 2789.347168
	Iteration 13Q: 3 clusters Score -510213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -510216.906250 Penalty: 2789.347168
	Iteration 14Q: 3 clusters Score -510216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -510216.531250 Penalty: 2789.347168
	Iteration 15Q: 3 clusters Score -510216.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -510216.531250 Penalty: 2789.347168
	Iteration 16F: 3 clusters Score -510216.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 126522 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 19300 members 
Mstep: Class 10 contains 15978 members 
Mstep: Class 11 contains 24036 members 
Mstep: Class 13 contains 76094 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 33777 members 
Mstep: Class 17 contains 11859 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 20 contains 104532 members 
Entering Unmasked Estep 
Score: -44783068.000000 Penalty: 34017.269531
Splitting cluster 5 changes total score from -44779520.000000 to -44783068.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -356369.968750 Penalty: 1340.598511
	Iteration 0F: 2 clusters Score -356370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -353152.375000 Penalty: 2681.197021
	Iteration 0F: 3 clusters Score -353152.4 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -354183.312500 Penalty: 2681.197021
	Iteration 1F: 3 clusters Score -354183.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -354729.125000 Penalty: 2681.197021
	Iteration 2F: 3 clusters Score -354729.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -355369.156250 Penalty: 2681.197021
	Iteration 3F: 3 clusters Score -355369.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -355974.500000 Penalty: 2681.197021
	Iteration 4F: 3 clusters Score -355974.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -356461.656250 Penalty: 2681.197021
	Iteration 5F: 3 clusters Score -356461.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -356753.250000 Penalty: 2681.197021
	Iteration 6Q: 3 clusters Score -356753.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -356909.156250 Penalty: 2681.197021
	Iteration 7Q: 3 clusters Score -356909.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -356980.937500 Penalty: 2681.197021
	Iteration 8Q: 3 clusters Score -356980.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -357035.093750 Penalty: 2681.197021
	Iteration 9Q: 3 clusters Score -357035.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -357089.281250 Penalty: 2681.197021
	Iteration 10Q: 3 clusters Score -357089.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -357152.625000 Penalty: 2681.197021
	Iteration 11Q: 3 clusters Score -357152.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -357213.125000 Penalty: 2681.197021
	Iteration 12Q: 3 clusters Score -357213.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -357252.375000 Penalty: 2681.197021
	Iteration 13Q: 3 clusters Score -357252.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -357276.718750 Penalty: 2681.197021
	Iteration 14Q: 3 clusters Score -357276.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -357288.375000 Penalty: 2681.197021
	Iteration 15Q: 3 clusters Score -357288.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -357291.468750 Penalty: 2681.197021
	Iteration 16Q: 3 clusters Score -357291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -357292.687500 Penalty: 2681.197021
	Iteration 17Q: 3 clusters Score -357292.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -357294.625000 Penalty: 2681.197021
	Iteration 18Q: 3 clusters Score -357294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -357297.375000 Penalty: 2681.197021
	Iteration 19Q: 3 clusters Score -357297.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -357298.875000 Penalty: 2681.197021
	Iteration 20F: 3 clusters Score -357298.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -357299.312500 Penalty: 2681.197021
	Iteration 21Q: 3 clusters Score -357299.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -357299.312500 Penalty: 2681.197021
	Iteration 22F: 3 clusters Score -357299.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 126522 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 19300 members 
Mstep: Class 10 contains 15978 members 
Mstep: Class 11 contains 24036 members 
Mstep: Class 13 contains 76094 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 33777 members 
Mstep: Class 17 contains 11859 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 20 contains 104532 members 
Entering Unmasked Estep 
Score: -44783148.000000 Penalty: 36143.347656
Splitting cluster 7 changes total score from -44779520.000000 to -44783148.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (4320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Entering Unmasked Estep 
Score: -400631.187500 Penalty: 1360.289307
	Iteration 0F: 2 clusters Score -400631.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -397134.093750 Penalty: 2720.578613
	Iteration 0F: 3 clusters Score -397134.1 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -398116.531250 Penalty: 2720.578613
	Iteration 1F: 3 clusters Score -398116.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -398347.250000 Penalty: 2720.578613
	Iteration 2F: 3 clusters Score -398347.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -398535.781250 Penalty: 2720.578613
	Iteration 3F: 3 clusters Score -398535.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -398682.187500 Penalty: 2720.578613
	Iteration 4Q: 3 clusters Score -398682.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -398810.531250 Penalty: 2720.578613
	Iteration 5Q: 3 clusters Score -398810.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -398943.718750 Penalty: 2720.578613
	Iteration 6Q: 3 clusters Score -398943.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -399086.718750 Penalty: 2720.578613
	Iteration 7Q: 3 clusters Score -399086.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -399216.687500 Penalty: 2720.578613
	Iteration 8Q: 3 clusters Score -399216.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -399326.281250 Penalty: 2720.578613
	Iteration 9Q: 3 clusters Score -399326.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -399438.750000 Penalty: 2720.578613
	Iteration 10Q: 3 clusters Score -399438.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -399538.531250 Penalty: 2720.578613
	Iteration 11Q: 3 clusters Score -399538.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -399624.406250 Penalty: 2720.578613
	Iteration 12Q: 3 clusters Score -399624.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -399701.250000 Penalty: 2720.578613
	Iteration 13Q: 3 clusters Score -399701.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -399758.218750 Penalty: 2720.578613
	Iteration 14Q: 3 clusters Score -399758.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -399814.281250 Penalty: 2720.578613
	Iteration 15Q: 3 clusters Score -399814.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -399871.343750 Penalty: 2720.578613
	Iteration 16Q: 3 clusters Score -399871.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -399916.531250 Penalty: 2720.578613
	Iteration 17Q: 3 clusters Score -399916.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -399952.187500 Penalty: 2720.578613
	Iteration 18Q: 3 clusters Score -399952.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -399983.968750 Penalty: 2720.578613
	Iteration 19Q: 3 clusters Score -399984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -400006.250000 Penalty: 2720.578613
	Iteration 20F: 3 clusters Score -400006.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -400012.812500 Penalty: 2720.578613
	Iteration 21Q: 3 clusters Score -400012.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -400016.375000 Penalty: 2720.578613
	Iteration 22Q: 3 clusters Score -400016.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -400020.218750 Penalty: 2720.578613
	Iteration 23Q: 3 clusters Score -400020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -400022.312500 Penalty: 2720.578613
	Iteration 24Q: 3 clusters Score -400022.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -400025.406250 Penalty: 2720.578613
	Iteration 25Q: 3 clusters Score -400025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -400028.625000 Penalty: 2720.578613
	Iteration 26Q: 3 clusters Score -400028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -400029.531250 Penalty: 2720.578613
	Iteration 27Q: 3 clusters Score -400029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -400030.250000 Penalty: 2720.578613
	Iteration 28Q: 3 clusters Score -400030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -400030.375000 Penalty: 2720.578613
	Iteration 29Q: 3 clusters Score -400030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -400030.968750 Penalty: 2720.578613
	Iteration 30Q: 3 clusters Score -400031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -400031.406250 Penalty: 2720.578613
	Iteration 31Q: 3 clusters Score -400031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -400032.312500 Penalty: 2720.578613
	Iteration 32Q: 3 clusters Score -400032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -400032.406250 Penalty: 2720.578613
	Iteration 33Q: 3 clusters Score -400032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -400032.406250 Penalty: 2720.578613
	Iteration 34F: 3 clusters Score -400032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Entering Unmasked Estep 
Score: -1823007.750000 Penalty: 1603.527344
	Iteration 0F: 2 clusters Score -1823008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1809931.250000 Penalty: 3207.054688
	Iteration 0F: 3 clusters Score -1809931 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1815043.875000 Penalty: 3207.054688
	Iteration 1F: 3 clusters Score -1815044 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1816014.500000 Penalty: 3207.054688
	Iteration 2F: 3 clusters Score -1816014 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1817257.375000 Penalty: 3207.054688
	Iteration 3F: 3 clusters Score -1817257 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1819066.500000 Penalty: 3207.054688
	Iteration 4F: 3 clusters Score -1819066 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1821147.250000 Penalty: 3207.054688
	Iteration 5F: 3 clusters Score -1821147 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1822418.875000 Penalty: 3207.054688
	Iteration 6F: 3 clusters Score -1822419 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1823142.750000 Penalty: 3207.054688
	Iteration 7F: 3 clusters Score -1823143 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1823605.625000 Penalty: 3207.054688
	Iteration 8Q: 3 clusters Score -1823606 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1823983.875000 Penalty: 3207.054688
	Iteration 9Q: 3 clusters Score -1823984 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1824266.750000 Penalty: 3207.054688
	Iteration 10Q: 3 clusters Score -1824267 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1824450.500000 Penalty: 3207.054688
	Iteration 11Q: 3 clusters Score -1824450 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1824593.875000 Penalty: 3207.054688
	Iteration 12Q: 3 clusters Score -1824594 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1824721.000000 Penalty: 3207.054688
	Iteration 13Q: 3 clusters Score -1824721 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1824800.500000 Penalty: 3207.054688
	Iteration 14Q: 3 clusters Score -1824800 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1824886.625000 Penalty: 3207.054688
	Iteration 15Q: 3 clusters Score -1824887 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1824958.125000 Penalty: 3207.054688
	Iteration 16Q: 3 clusters Score -1824958 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1825022.875000 Penalty: 3207.054688
	Iteration 17Q: 3 clusters Score -1825023 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1825077.750000 Penalty: 3207.054688
	Iteration 18Q: 3 clusters Score -1825078 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1825145.375000 Penalty: 3207.054688
	Iteration 19Q: 3 clusters Score -1825145 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1825219.750000 Penalty: 3207.054688
	Iteration 20F: 3 clusters Score -1825220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1825297.625000 Penalty: 3207.054688
	Iteration 21Q: 3 clusters Score -1825298 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1825384.000000 Penalty: 3207.054688
	Iteration 22Q: 3 clusters Score -1825384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1825447.625000 Penalty: 3207.054688
	Iteration 23Q: 3 clusters Score -1825448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1825489.500000 Penalty: 3207.054688
	Iteration 24Q: 3 clusters Score -1825490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1825513.000000 Penalty: 3207.054688
	Iteration 25Q: 3 clusters Score -1825513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1825524.750000 Penalty: 3207.054688
	Iteration 26Q: 3 clusters Score -1825525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1825530.625000 Penalty: 3207.054688
	Iteration 27Q: 3 clusters Score -1825531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1825529.500000 Penalty: 3207.054688
	Iteration 28Q: 3 clusters Score -1825530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1825532.125000 Penalty: 3207.054688
	Iteration 29Q: 3 clusters Score -1825532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1825536.750000 Penalty: 3207.054688
	Iteration 30Q: 3 clusters Score -1825537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1825543.875000 Penalty: 3207.054688
	Iteration 31Q: 3 clusters Score -1825544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1825542.750000 Penalty: 3207.054688
	Iteration 32Q: 3 clusters Score -1825543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1825540.750000 Penalty: 3207.054688
	Iteration 33Q: 3 clusters Score -1825541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1825543.875000 Penalty: 3207.054688
	Iteration 34Q: 3 clusters Score -1825544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1825543.250000 Penalty: 3207.054688
	Iteration 35Q: 3 clusters Score -1825543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1825544.375000 Penalty: 3207.054688
	Iteration 36Q: 3 clusters Score -1825544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1825544.375000 Penalty: 3207.054688
	Iteration 37F: 3 clusters Score -1825544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 126522 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 15978 members 
Mstep: Class 11 contains 24036 members 
Mstep: Class 13 contains 76094 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 33777 members 
Mstep: Class 17 contains 11859 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 20 contains 104532 members 
Entering Unmasked Estep 
Score: -44785292.000000 Penalty: 38269.425781
Splitting cluster 9 changes total score from -44779520.000000 to -44785292.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 10 (15978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Entering Unmasked Estep 
Score: -1482287.500000 Penalty: 1572.832397
	Iteration 0F: 2 clusters Score -1482288 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 8037 members 
Entering Unmasked Estep 
Score: -1471078.625000 Penalty: 3145.664795
	Iteration 0F: 3 clusters Score -1471079 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1475607.000000 Penalty: 3145.664795
	Iteration 1F: 3 clusters Score -1475607 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1477421.250000 Penalty: 3145.664795
	Iteration 2F: 3 clusters Score -1477421 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1479053.250000 Penalty: 3145.664795
	Iteration 3F: 3 clusters Score -1479053 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1480471.375000 Penalty: 3145.664795
	Iteration 4F: 3 clusters Score -1480471 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1481561.125000 Penalty: 3145.664795
	Iteration 5F: 3 clusters Score -1481561 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1482328.250000 Penalty: 3145.664795
	Iteration 6F: 3 clusters Score -1482328 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1482838.750000 Penalty: 3145.664795
	Iteration 7Q: 3 clusters Score -1482839 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1483151.750000 Penalty: 3145.664795
	Iteration 8Q: 3 clusters Score -1483152 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1483362.750000 Penalty: 3145.664795
	Iteration 9Q: 3 clusters Score -1483363 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1483506.250000 Penalty: 3145.664795
	Iteration 10Q: 3 clusters Score -1483506 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1483606.750000 Penalty: 3145.664795
	Iteration 11Q: 3 clusters Score -1483607 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1483686.875000 Penalty: 3145.664795
	Iteration 12Q: 3 clusters Score -1483687 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1483754.125000 Penalty: 3145.664795
	Iteration 13Q: 3 clusters Score -1483754 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1483811.875000 Penalty: 3145.664795
	Iteration 14Q: 3 clusters Score -1483812 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1483862.875000 Penalty: 3145.664795
	Iteration 15Q: 3 clusters Score -1483863 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1483914.750000 Penalty: 3145.664795
	Iteration 16Q: 3 clusters Score -1483915 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1483989.375000 Penalty: 3145.664795
	Iteration 17Q: 3 clusters Score -1483989 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1484091.750000 Penalty: 3145.664795
	Iteration 18Q: 3 clusters Score -1484092 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1484252.250000 Penalty: 3145.664795
	Iteration 19Q: 3 clusters Score -1484252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1484467.375000 Penalty: 3145.664795
	Iteration 20F: 3 clusters Score -1484467 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1484561.750000 Penalty: 3145.664795
	Iteration 21Q: 3 clusters Score -1484562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1484579.875000 Penalty: 3145.664795
	Iteration 22Q: 3 clusters Score -1484580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1484597.000000 Penalty: 3145.664795
	Iteration 23Q: 3 clusters Score -1484597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1484606.375000 Penalty: 3145.664795
	Iteration 24Q: 3 clusters Score -1484606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1484606.750000 Penalty: 3145.664795
	Iteration 25Q: 3 clusters Score -1484607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1484612.750000 Penalty: 3145.664795
	Iteration 26Q: 3 clusters Score -1484613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1484616.750000 Penalty: 3145.664795
	Iteration 27Q: 3 clusters Score -1484617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1484619.250000 Penalty: 3145.664795
	Iteration 28Q: 3 clusters Score -1484619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1484615.375000 Penalty: 3145.664795
	Iteration 29Q: 3 clusters Score -1484615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1484621.375000 Penalty: 3145.664795
	Iteration 30Q: 3 clusters Score -1484621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1484620.500000 Penalty: 3145.664795
	Iteration 31Q: 3 clusters Score -1484620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1484620.500000 Penalty: 3145.664795
	Iteration 32F: 3 clusters Score -1484620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 126522 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 24036 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 76094 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 33777 members 
Mstep: Class 17 contains 11859 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 20 contains 104532 members 
Entering Unmasked Estep 
Score: -44786880.000000 Penalty: 40395.507812
Splitting cluster 10 changes total score from -44779520.000000 to -44786880.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 11 (24036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Entering Unmasked Estep 
Score: -2334767.500000 Penalty: 1639.187500
	Iteration 0F: 2 clusters Score -2334768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2318455.500000 Penalty: 3278.375000
	Iteration 0F: 3 clusters Score -2318456 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2324504.750000 Penalty: 3278.375000
	Iteration 1F: 3 clusters Score -2324505 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2324849.750000 Penalty: 3278.375000
	Iteration 2Q: 3 clusters Score -2324850 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2325261.500000 Penalty: 3278.375000
	Iteration 3Q: 3 clusters Score -2325262 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2325870.250000 Penalty: 3278.375000
	Iteration 4F: 3 clusters Score -2325870 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2326789.250000 Penalty: 3278.375000
	Iteration 5F: 3 clusters Score -2326789 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2328112.250000 Penalty: 3278.375000
	Iteration 6F: 3 clusters Score -2328112 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2329698.000000 Penalty: 3278.375000
	Iteration 7F: 3 clusters Score -2329698 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2331240.750000 Penalty: 3278.375000
	Iteration 8F: 3 clusters Score -2331241 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2332316.750000 Penalty: 3278.375000
	Iteration 9Q: 3 clusters Score -2332317 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2332907.500000 Penalty: 3278.375000
	Iteration 10Q: 3 clusters Score -2332908 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2333174.750000 Penalty: 3278.375000
	Iteration 11Q: 3 clusters Score -2333175 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2333277.250000 Penalty: 3278.375000
	Iteration 12Q: 3 clusters Score -2333277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2333319.000000 Penalty: 3278.375000
	Iteration 13Q: 3 clusters Score -2333319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2333338.250000 Penalty: 3278.375000
	Iteration 14Q: 3 clusters Score -2333338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2333353.000000 Penalty: 3278.375000
	Iteration 15Q: 3 clusters Score -2333353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2333362.500000 Penalty: 3278.375000
	Iteration 16Q: 3 clusters Score -2333362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2333375.000000 Penalty: 3278.375000
	Iteration 17Q: 3 clusters Score -2333375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2333378.750000 Penalty: 3278.375000
	Iteration 18Q: 3 clusters Score -2333379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2333384.500000 Penalty: 3278.375000
	Iteration 19Q: 3 clusters Score -2333384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2333384.500000 Penalty: 3278.375000
	Iteration 20F: 3 clusters Score -2333384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76094 members 
Entering Unmasked Estep 
Score: -7264850.500000 Penalty: 1826.455322
	Iteration 0F: 2 clusters Score -7264850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -7213976.500000 Penalty: 3652.910645
	Iteration 0F: 3 clusters Score -7213976 nChanged 36100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -7234777.500000 Penalty: 3652.910645
	Iteration 1F: 3 clusters Score -7234778 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -7235634.000000 Penalty: 3652.910645
	Iteration 2Q: 3 clusters Score -7235634 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -7236759.500000 Penalty: 3652.910645
	Iteration 3Q: 3 clusters Score -7236760 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -7238291.500000 Penalty: 3652.910645
	Iteration 4Q: 3 clusters Score -7238292 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -7240382.500000 Penalty: 3652.910645
	Iteration 5F: 3 clusters Score -7240382 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -7243278.000000 Penalty: 3652.910645
	Iteration 6F: 3 clusters Score -7243278 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -7247045.500000 Penalty: 3652.910645
	Iteration 7F: 3 clusters Score -7247046 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -7250967.000000 Penalty: 3652.910645
	Iteration 8F: 3 clusters Score -7250967 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -7254382.500000 Penalty: 3652.910645
	Iteration 9F: 3 clusters Score -7254382 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -7256613.000000 Penalty: 3652.910645
	Iteration 10Q: 3 clusters Score -7256613 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -7257924.500000 Penalty: 3652.910645
	Iteration 11Q: 3 clusters Score -7257924 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -7258833.500000 Penalty: 3652.910645
	Iteration 12Q: 3 clusters Score -7258834 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -7259494.000000 Penalty: 3652.910645
	Iteration 13Q: 3 clusters Score -7259494 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -7260039.000000 Penalty: 3652.910645
	Iteration 14Q: 3 clusters Score -7260039 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -7260565.500000 Penalty: 3652.910645
	Iteration 15Q: 3 clusters Score -7260566 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -7261026.000000 Penalty: 3652.910645
	Iteration 16Q: 3 clusters Score -7261026 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -7261505.500000 Penalty: 3652.910645
	Iteration 17Q: 3 clusters Score -7261506 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -7261899.000000 Penalty: 3652.910645
	Iteration 18Q: 3 clusters Score -7261899 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -7262178.500000 Penalty: 3652.910645
	Iteration 19Q: 3 clusters Score -7262178 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -7262443.500000 Penalty: 3652.910645
	Iteration 20F: 3 clusters Score -7262444 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -7262672.000000 Penalty: 3652.910645
	Iteration 21Q: 3 clusters Score -7262672 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -7262923.500000 Penalty: 3652.910645
	Iteration 22Q: 3 clusters Score -7262924 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -7263202.000000 Penalty: 3652.910645
	Iteration 23Q: 3 clusters Score -7263202 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -7263389.500000 Penalty: 3652.910645
	Iteration 24Q: 3 clusters Score -7263390 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -7263677.000000 Penalty: 3652.910645
	Iteration 25Q: 3 clusters Score -7263677 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -7263875.000000 Penalty: 3652.910645
	Iteration 26Q: 3 clusters Score -7263875 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -7264049.500000 Penalty: 3652.910645
	Iteration 27Q: 3 clusters Score -7264050 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -7264264.000000 Penalty: 3652.910645
	Iteration 28Q: 3 clusters Score -7264264 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -7264467.000000 Penalty: 3652.910645
	Iteration 29Q: 3 clusters Score -7264467 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -7264705.500000 Penalty: 3652.910645
	Iteration 30Q: 3 clusters Score -7264706 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -7264885.000000 Penalty: 3652.910645
	Iteration 31Q: 3 clusters Score -7264885 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -7265087.500000 Penalty: 3652.910645
	Iteration 32Q: 3 clusters Score -7265088 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -7265221.000000 Penalty: 3652.910645
	Iteration 33Q: 3 clusters Score -7265221 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -7265387.500000 Penalty: 3652.910645
	Iteration 34Q: 3 clusters Score -7265388 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -7265510.000000 Penalty: 3652.910645
	Iteration 35Q: 3 clusters Score -7265510 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -7265664.000000 Penalty: 3652.910645
	Iteration 36Q: 3 clusters Score -7265664 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -7265763.500000 Penalty: 3652.910645
	Iteration 37Q: 3 clusters Score -7265764 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -7265912.500000 Penalty: 3652.910645
	Iteration 38Q: 3 clusters Score -7265912 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -7266018.000000 Penalty: 3652.910645
	Iteration 39Q: 3 clusters Score -7266018 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -7266260.500000 Penalty: 3652.910645
	Iteration 40F: 3 clusters Score -7266260 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -7266485.500000 Penalty: 3652.910645
	Iteration 41Q: 3 clusters Score -7266486 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -7266736.000000 Penalty: 3652.910645
	Iteration 42Q: 3 clusters Score -7266736 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -7266972.000000 Penalty: 3652.910645
	Iteration 43Q: 3 clusters Score -7266972 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -7267187.000000 Penalty: 3652.910645
	Iteration 44Q: 3 clusters Score -7267187 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -7267462.500000 Penalty: 3652.910645
	Iteration 45Q: 3 clusters Score -7267462 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -7267713.500000 Penalty: 3652.910645
	Iteration 46Q: 3 clusters Score -7267714 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -7268004.000000 Penalty: 3652.910645
	Iteration 47Q: 3 clusters Score -7268004 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -7268269.000000 Penalty: 3652.910645
	Iteration 48Q: 3 clusters Score -7268269 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -7268482.000000 Penalty: 3652.910645
	Iteration 49Q: 3 clusters Score -7268482 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -7268647.500000 Penalty: 3652.910645
	Iteration 50Q: 3 clusters Score -7268648 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -7268777.000000 Penalty: 3652.910645
	Iteration 51Q: 3 clusters Score -7268777 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -7268895.000000 Penalty: 3652.910645
	Iteration 52Q: 3 clusters Score -7268895 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -7269000.500000 Penalty: 3652.910645
	Iteration 53Q: 3 clusters Score -7269000 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -7269031.500000 Penalty: 3652.910645
	Iteration 54Q: 3 clusters Score -7269032 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -7269034.500000 Penalty: 3652.910645
	Iteration 55Q: 3 clusters Score -7269034 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -7269091.500000 Penalty: 3652.910645
	Iteration 56Q: 3 clusters Score -7269092 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -7269116.500000 Penalty: 3652.910645
	Iteration 57Q: 3 clusters Score -7269116 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -7269119.500000 Penalty: 3652.910645
	Iteration 58Q: 3 clusters Score -7269120 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -7269112.000000 Penalty: 3652.910645
	Iteration 59Q: 3 clusters Score -7269112 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -7269095.000000 Penalty: 3652.910645
	Iteration 60F: 3 clusters Score -7269095 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -7269108.500000 Penalty: 3652.910645
	Iteration 61Q: 3 clusters Score -7269108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -7269124.000000 Penalty: 3652.910645
	Iteration 62Q: 3 clusters Score -7269124 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -7269120.000000 Penalty: 3652.910645
	Iteration 63Q: 3 clusters Score -7269120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -7269137.000000 Penalty: 3652.910645
	Iteration 64Q: 3 clusters Score -7269137 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -7269156.000000 Penalty: 3652.910645
	Iteration 65Q: 3 clusters Score -7269156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -7269156.500000 Penalty: 3652.910645
	Iteration 66Q: 3 clusters Score -7269156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -7269159.500000 Penalty: 3652.910645
	Iteration 67Q: 3 clusters Score -7269160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -7269174.000000 Penalty: 3652.910645
	Iteration 68Q: 3 clusters Score -7269174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -7269154.500000 Penalty: 3652.910645
	Iteration 69Q: 3 clusters Score -7269154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -7269143.000000 Penalty: 3652.910645
	Iteration 70Q: 3 clusters Score -7269143 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -7269139.000000 Penalty: 3652.910645
	Iteration 71Q: 3 clusters Score -7269139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -7269139.500000 Penalty: 3652.910645
	Iteration 72Q: 3 clusters Score -7269140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -7269146.500000 Penalty: 3652.910645
	Iteration 73Q: 3 clusters Score -7269146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -7269155.000000 Penalty: 3652.910645
	Iteration 74Q: 3 clusters Score -7269155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -7269153.500000 Penalty: 3652.910645
	Iteration 75Q: 3 clusters Score -7269154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -7269161.500000 Penalty: 3652.910645
	Iteration 76Q: 3 clusters Score -7269162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -7269158.000000 Penalty: 3652.910645
	Iteration 77Q: 3 clusters Score -7269158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -7269159.500000 Penalty: 3652.910645
	Iteration 78Q: 3 clusters Score -7269160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -7269163.000000 Penalty: 3652.910645
	Iteration 79Q: 3 clusters Score -7269163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -7269171.500000 Penalty: 3652.910645
	Iteration 80F: 3 clusters Score -7269172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -7269166.000000 Penalty: 3652.910645
	Iteration 81Q: 3 clusters Score -7269166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -7269170.000000 Penalty: 3652.910645
	Iteration 82Q: 3 clusters Score -7269170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -7269167.500000 Penalty: 3652.910645
	Iteration 83Q: 3 clusters Score -7269168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -7269164.500000 Penalty: 3652.910645
	Iteration 84Q: 3 clusters Score -7269164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -7269167.500000 Penalty: 3652.910645
	Iteration 85Q: 3 clusters Score -7269168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -7269168.000000 Penalty: 3652.910645
	Iteration 86Q: 3 clusters Score -7269168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -7269165.500000 Penalty: 3652.910645
	Iteration 87Q: 3 clusters Score -7269166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -7269165.500000 Penalty: 3652.910645
	Iteration 88F: 3 clusters Score -7269166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 126522 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 24036 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 47970 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 33777 members 
Mstep: Class 17 contains 11859 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 19 contains 28124 members 
Mstep: Class 20 contains 104532 members 
Entering Unmasked Estep 
Score: -44791000.000000 Penalty: 42521.585938
Splitting cluster 13 changes total score from -44779520.000000 to -44791000.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 14 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -345502.531250 Penalty: 1327.333008
	Iteration 0F: 2 clusters Score -345502.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -342444.125000 Penalty: 2654.666016
	Iteration 0F: 3 clusters Score -342444.1 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -343203.531250 Penalty: 2654.666016
	Iteration 1F: 3 clusters Score -343203.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -343352.125000 Penalty: 2654.666016
	Iteration 2F: 3 clusters Score -343352.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -343451.906250 Penalty: 2654.666016
	Iteration 3F: 3 clusters Score -343451.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -343522.062500 Penalty: 2654.666016
	Iteration 4Q: 3 clusters Score -343522.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -343592.187500 Penalty: 2654.666016
	Iteration 5Q: 3 clusters Score -343592.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -343650.593750 Penalty: 2654.666016
	Iteration 6Q: 3 clusters Score -343650.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -343701.218750 Penalty: 2654.666016
	Iteration 7Q: 3 clusters Score -343701.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -343756.281250 Penalty: 2654.666016
	Iteration 8Q: 3 clusters Score -343756.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -343817.093750 Penalty: 2654.666016
	Iteration 9Q: 3 clusters Score -343817.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -343870.062500 Penalty: 2654.666016
	Iteration 10Q: 3 clusters Score -343870.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -343920.562500 Penalty: 2654.666016
	Iteration 11Q: 3 clusters Score -343920.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -343962.500000 Penalty: 2654.666016
	Iteration 12Q: 3 clusters Score -343962.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -344005.750000 Penalty: 2654.666016
	Iteration 13Q: 3 clusters Score -344005.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -344055.250000 Penalty: 2654.666016
	Iteration 14Q: 3 clusters Score -344055.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -344105.812500 Penalty: 2654.666016
	Iteration 15Q: 3 clusters Score -344105.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -344164.125000 Penalty: 2654.666016
	Iteration 16Q: 3 clusters Score -344164.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -344230.312500 Penalty: 2654.666016
	Iteration 17Q: 3 clusters Score -344230.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -344286.406250 Penalty: 2654.666016
	Iteration 18Q: 3 clusters Score -344286.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -344336.125000 Penalty: 2654.666016
	Iteration 19Q: 3 clusters Score -344336.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -344370.218750 Penalty: 2654.666016
	Iteration 20F: 3 clusters Score -344370.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -344395.593750 Penalty: 2654.666016
	Iteration 21Q: 3 clusters Score -344395.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -344408.937500 Penalty: 2654.666016
	Iteration 22Q: 3 clusters Score -344408.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -344416.968750 Penalty: 2654.666016
	Iteration 23Q: 3 clusters Score -344417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -344423.781250 Penalty: 2654.666016
	Iteration 24Q: 3 clusters Score -344423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -344426.000000 Penalty: 2654.666016
	Iteration 25Q: 3 clusters Score -344426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -344428.000000 Penalty: 2654.666016
	Iteration 26Q: 3 clusters Score -344428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -344432.937500 Penalty: 2654.666016
	Iteration 27Q: 3 clusters Score -344432.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -344436.000000 Penalty: 2654.666016
	Iteration 28Q: 3 clusters Score -344436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -344436.812500 Penalty: 2654.666016
	Iteration 29Q: 3 clusters Score -344436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -344439.000000 Penalty: 2654.666016
	Iteration 30Q: 3 clusters Score -344439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -344440.468750 Penalty: 2654.666016
	Iteration 31Q: 3 clusters Score -344440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -344443.187500 Penalty: 2654.666016
	Iteration 32Q: 3 clusters Score -344443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -344444.781250 Penalty: 2654.666016
	Iteration 33Q: 3 clusters Score -344444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -344446.437500 Penalty: 2654.666016
	Iteration 34Q: 3 clusters Score -344446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -344446.437500 Penalty: 2654.666016
	Iteration 35F: 3 clusters Score -344446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -150060.750000 Penalty: 1208.450317
	Iteration 0F: 2 clusters Score -150060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -148251.343750 Penalty: 2416.900635
	Iteration 0F: 3 clusters Score -148251.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -148749.828125 Penalty: 2416.900635
	Iteration 1F: 3 clusters Score -148749.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -149040.078125 Penalty: 2416.900635
	Iteration 2F: 3 clusters Score -149040.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -149391.453125 Penalty: 2416.900635
	Iteration 3F: 3 clusters Score -149391.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -149642.078125 Penalty: 2416.900635
	Iteration 4F: 3 clusters Score -149642.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -149834.000000 Penalty: 2416.900635
	Iteration 5F: 3 clusters Score -149834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -149965.843750 Penalty: 2416.900635
	Iteration 6F: 3 clusters Score -149965.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -150052.718750 Penalty: 2416.900635
	Iteration 7Q: 3 clusters Score -150052.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -150098.078125 Penalty: 2416.900635
	Iteration 8Q: 3 clusters Score -150098.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -150122.625000 Penalty: 2416.900635
	Iteration 9Q: 3 clusters Score -150122.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -150141.078125 Penalty: 2416.900635
	Iteration 10Q: 3 clusters Score -150141.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -150159.609375 Penalty: 2416.900635
	Iteration 11Q: 3 clusters Score -150159.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -150188.328125 Penalty: 2416.900635
	Iteration 12Q: 3 clusters Score -150188.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -150199.000000 Penalty: 2416.900635
	Iteration 13Q: 3 clusters Score -150199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -150201.062500 Penalty: 2416.900635
	Iteration 14Q: 3 clusters Score -150201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -150201.062500 Penalty: 2416.900635
	Iteration 15F: 3 clusters Score -150201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 126522 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 24036 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 47970 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 33777 members 
Mstep: Class 17 contains 11859 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 19 contains 28124 members 
Mstep: Class 20 contains 104532 members 
Mstep: Class 21 contains 124 members 
Entering Unmasked Estep 
Score: -44790264.000000 Penalty: 44647.664062
Splitting cluster 15 changes total score from -44779520.000000 to -44790264.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (33777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Entering Unmasked Estep 
Score: -3143555.750000 Penalty: 1694.474487
	Iteration 0F: 2 clusters Score -3143556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3120827.500000 Penalty: 3388.948975
	Iteration 0F: 3 clusters Score -3120828 nChanged 15836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3130243.500000 Penalty: 3388.948975
	Iteration 1F: 3 clusters Score -3130244 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3131937.000000 Penalty: 3388.948975
	Iteration 2F: 3 clusters Score -3131937 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3134836.500000 Penalty: 3388.948975
	Iteration 3F: 3 clusters Score -3134836 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3138469.500000 Penalty: 3388.948975
	Iteration 4F: 3 clusters Score -3138470 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3141535.250000 Penalty: 3388.948975
	Iteration 5F: 3 clusters Score -3141535 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -3143373.250000 Penalty: 3388.948975
	Iteration 6F: 3 clusters Score -3143373 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3144294.750000 Penalty: 3388.948975
	Iteration 7Q: 3 clusters Score -3144295 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3144760.500000 Penalty: 3388.948975
	Iteration 8Q: 3 clusters Score -3144760 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3145037.500000 Penalty: 3388.948975
	Iteration 9Q: 3 clusters Score -3145038 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3145253.750000 Penalty: 3388.948975
	Iteration 10Q: 3 clusters Score -3145254 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3145430.500000 Penalty: 3388.948975
	Iteration 11Q: 3 clusters Score -3145430 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3145596.750000 Penalty: 3388.948975
	Iteration 12Q: 3 clusters Score -3145597 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3145711.000000 Penalty: 3388.948975
	Iteration 13Q: 3 clusters Score -3145711 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3145827.250000 Penalty: 3388.948975
	Iteration 14Q: 3 clusters Score -3145827 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3145894.500000 Penalty: 3388.948975
	Iteration 15Q: 3 clusters Score -3145894 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3145961.500000 Penalty: 3388.948975
	Iteration 16Q: 3 clusters Score -3145962 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3145991.500000 Penalty: 3388.948975
	Iteration 17Q: 3 clusters Score -3145992 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3146014.500000 Penalty: 3388.948975
	Iteration 18Q: 3 clusters Score -3146014 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3146034.750000 Penalty: 3388.948975
	Iteration 19Q: 3 clusters Score -3146035 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3146038.250000 Penalty: 3388.948975
	Iteration 20F: 3 clusters Score -3146038 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3146053.000000 Penalty: 3388.948975
	Iteration 21Q: 3 clusters Score -3146053 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3146056.750000 Penalty: 3388.948975
	Iteration 22Q: 3 clusters Score -3146057 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3146073.250000 Penalty: 3388.948975
	Iteration 23Q: 3 clusters Score -3146073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3146082.250000 Penalty: 3388.948975
	Iteration 24Q: 3 clusters Score -3146082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3146077.750000 Penalty: 3388.948975
	Iteration 25Q: 3 clusters Score -3146078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3146085.500000 Penalty: 3388.948975
	Iteration 26Q: 3 clusters Score -3146086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3146092.000000 Penalty: 3388.948975
	Iteration 27Q: 3 clusters Score -3146092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3146083.500000 Penalty: 3388.948975
	Iteration 28Q: 3 clusters Score -3146084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3146081.250000 Penalty: 3388.948975
	Iteration 29Q: 3 clusters Score -3146081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3146079.750000 Penalty: 3388.948975
	Iteration 30Q: 3 clusters Score -3146080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3146083.250000 Penalty: 3388.948975
	Iteration 31Q: 3 clusters Score -3146083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3146086.750000 Penalty: 3388.948975
	Iteration 32Q: 3 clusters Score -3146087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3146083.250000 Penalty: 3388.948975
	Iteration 33Q: 3 clusters Score -3146083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3146083.000000 Penalty: 3388.948975
	Iteration 34Q: 3 clusters Score -3146083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3146083.250000 Penalty: 3388.948975
	Iteration 35Q: 3 clusters Score -3146083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3146084.750000 Penalty: 3388.948975
	Iteration 36Q: 3 clusters Score -3146085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3146089.000000 Penalty: 3388.948975
	Iteration 37Q: 3 clusters Score -3146089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3146085.750000 Penalty: 3388.948975
	Iteration 38Q: 3 clusters Score -3146086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3146086.000000 Penalty: 3388.948975
	Iteration 39Q: 3 clusters Score -3146086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -3146089.000000 Penalty: 3388.948975
	Iteration 40F: 3 clusters Score -3146089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3146086.750000 Penalty: 3388.948975
	Iteration 41Q: 3 clusters Score -3146087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3146088.750000 Penalty: 3388.948975
	Iteration 42Q: 3 clusters Score -3146089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3146087.750000 Penalty: 3388.948975
	Iteration 43Q: 3 clusters Score -3146088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3146085.250000 Penalty: 3388.948975
	Iteration 44Q: 3 clusters Score -3146085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3146086.500000 Penalty: 3388.948975
	Iteration 45Q: 3 clusters Score -3146086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3146081.250000 Penalty: 3388.948975
	Iteration 46Q: 3 clusters Score -3146081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3146082.500000 Penalty: 3388.948975
	Iteration 47Q: 3 clusters Score -3146082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3146085.250000 Penalty: 3388.948975
	Iteration 48Q: 3 clusters Score -3146085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3146084.750000 Penalty: 3388.948975
	Iteration 49Q: 3 clusters Score -3146085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3146089.250000 Penalty: 3388.948975
	Iteration 50Q: 3 clusters Score -3146089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3146084.000000 Penalty: 3388.948975
	Iteration 51Q: 3 clusters Score -3146084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3146087.000000 Penalty: 3388.948975
	Iteration 52Q: 3 clusters Score -3146087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3146085.500000 Penalty: 3388.948975
	Iteration 53Q: 3 clusters Score -3146086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3146081.750000 Penalty: 3388.948975
	Iteration 54Q: 3 clusters Score -3146082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3146084.750000 Penalty: 3388.948975
	Iteration 55Q: 3 clusters Score -3146085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3146087.000000 Penalty: 3388.948975
	Iteration 56Q: 3 clusters Score -3146087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3146087.500000 Penalty: 3388.948975
	Iteration 57Q: 3 clusters Score -3146088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3146089.500000 Penalty: 3388.948975
	Iteration 58Q: 3 clusters Score -3146090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3146087.500000 Penalty: 3388.948975
	Iteration 59Q: 3 clusters Score -3146088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3146091.000000 Penalty: 3388.948975
	Iteration 60F: 3 clusters Score -3146091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3146089.500000 Penalty: 3388.948975
	Iteration 61Q: 3 clusters Score -3146090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3146089.500000 Penalty: 3388.948975
	Iteration 62F: 3 clusters Score -3146090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 126522 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 24036 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 47970 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 17404 members 
Mstep: Class 17 contains 11859 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 19 contains 28124 members 
Mstep: Class 20 contains 104532 members 
Mstep: Class 21 contains 124 members 
Mstep: Class 22 contains 16373 members 
Entering Unmasked Estep 
Score: -44792236.000000 Penalty: 46773.742188
Splitting cluster 16 changes total score from -44779520.000000 to -44792236.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (11859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Entering Unmasked Estep 
Score: -1130734.125000 Penalty: 1524.386841
	Iteration 0F: 2 clusters Score -1130734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1122414.750000 Penalty: 3048.773682
	Iteration 0F: 3 clusters Score -1122415 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1125286.625000 Penalty: 3048.773682
	Iteration 1F: 3 clusters Score -1125287 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1125637.375000 Penalty: 3048.773682
	Iteration 2F: 3 clusters Score -1125637 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1125986.125000 Penalty: 3048.773682
	Iteration 3F: 3 clusters Score -1125986 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1126402.875000 Penalty: 3048.773682
	Iteration 4F: 3 clusters Score -1126403 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1126904.000000 Penalty: 3048.773682
	Iteration 5F: 3 clusters Score -1126904 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1127552.750000 Penalty: 3048.773682
	Iteration 6F: 3 clusters Score -1127553 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1128323.000000 Penalty: 3048.773682
	Iteration 7F: 3 clusters Score -1128323 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1129181.125000 Penalty: 3048.773682
	Iteration 8F: 3 clusters Score -1129181 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1130262.125000 Penalty: 3048.773682
	Iteration 9F: 3 clusters Score -1130262 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1131018.500000 Penalty: 3048.773682
	Iteration 10F: 3 clusters Score -1131018 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1131387.000000 Penalty: 3048.773682
	Iteration 11Q: 3 clusters Score -1131387 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1131668.750000 Penalty: 3048.773682
	Iteration 12Q: 3 clusters Score -1131669 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1131956.625000 Penalty: 3048.773682
	Iteration 13Q: 3 clusters Score -1131957 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1132246.375000 Penalty: 3048.773682
	Iteration 14Q: 3 clusters Score -1132246 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1132548.750000 Penalty: 3048.773682
	Iteration 15Q: 3 clusters Score -1132549 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1132853.625000 Penalty: 3048.773682
	Iteration 16Q: 3 clusters Score -1132854 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1133182.375000 Penalty: 3048.773682
	Iteration 17Q: 3 clusters Score -1133182 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1133474.875000 Penalty: 3048.773682
	Iteration 18Q: 3 clusters Score -1133475 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1133765.375000 Penalty: 3048.773682
	Iteration 19Q: 3 clusters Score -1133765 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1134074.625000 Penalty: 3048.773682
	Iteration 20F: 3 clusters Score -1134075 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1134335.750000 Penalty: 3048.773682
	Iteration 21Q: 3 clusters Score -1134336 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1134420.375000 Penalty: 3048.773682
	Iteration 22Q: 3 clusters Score -1134420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1134448.500000 Penalty: 3048.773682
	Iteration 23Q: 3 clusters Score -1134448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1134463.125000 Penalty: 3048.773682
	Iteration 24Q: 3 clusters Score -1134463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1134469.875000 Penalty: 3048.773682
	Iteration 25Q: 3 clusters Score -1134470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1134476.625000 Penalty: 3048.773682
	Iteration 26Q: 3 clusters Score -1134477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1134483.125000 Penalty: 3048.773682
	Iteration 27Q: 3 clusters Score -1134483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1134484.125000 Penalty: 3048.773682
	Iteration 28Q: 3 clusters Score -1134484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1134484.875000 Penalty: 3048.773682
	Iteration 29Q: 3 clusters Score -1134485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1134486.875000 Penalty: 3048.773682
	Iteration 30Q: 3 clusters Score -1134487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1134489.500000 Penalty: 3048.773682
	Iteration 31Q: 3 clusters Score -1134490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1134489.125000 Penalty: 3048.773682
	Iteration 32Q: 3 clusters Score -1134489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1134490.250000 Penalty: 3048.773682
	Iteration 33Q: 3 clusters Score -1134490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1134489.000000 Penalty: 3048.773682
	Iteration 34Q: 3 clusters Score -1134489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1134488.000000 Penalty: 3048.773682
	Iteration 35Q: 3 clusters Score -1134488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1134488.750000 Penalty: 3048.773682
	Iteration 36Q: 3 clusters Score -1134489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1134488.625000 Penalty: 3048.773682
	Iteration 37Q: 3 clusters Score -1134489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1134490.250000 Penalty: 3048.773682
	Iteration 38Q: 3 clusters Score -1134490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1134490.250000 Penalty: 3048.773682
	Iteration 39F: 3 clusters Score -1134490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 126522 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 24036 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 47970 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 17404 members 
Mstep: Class 17 contains 7846 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 19 contains 28124 members 
Mstep: Class 20 contains 104532 members 
Mstep: Class 21 contains 124 members 
Mstep: Class 22 contains 16373 members 
Mstep: Class 23 contains 4013 members 
Entering Unmasked Estep 
Score: -44795600.000000 Penalty: 48899.824219
Splitting cluster 17 changes total score from -44779520.000000 to -44795600.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (44806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Entering Unmasked Estep 
Score: -4328021.500000 Penalty: 1740.390869
	Iteration 0F: 2 clusters Score -4328022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -4298036.500000 Penalty: 3480.781738
	Iteration 0F: 3 clusters Score -4298036 nChanged 20986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -4309929.000000 Penalty: 3480.781738
	Iteration 1F: 3 clusters Score -4309929 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4310566.000000 Penalty: 3480.781738
	Iteration 2Q: 3 clusters Score -4310566 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -4311353.000000 Penalty: 3480.781738
	Iteration 3Q: 3 clusters Score -4311353 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4312341.000000 Penalty: 3480.781738
	Iteration 4Q: 3 clusters Score -4312341 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -4313644.500000 Penalty: 3480.781738
	Iteration 5F: 3 clusters Score -4313644 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4315147.500000 Penalty: 3480.781738
	Iteration 6F: 3 clusters Score -4315148 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -4316733.000000 Penalty: 3480.781738
	Iteration 7F: 3 clusters Score -4316733 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -4318355.000000 Penalty: 3480.781738
	Iteration 8F: 3 clusters Score -4318355 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -4319771.000000 Penalty: 3480.781738
	Iteration 9Q: 3 clusters Score -4319771 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4320740.500000 Penalty: 3480.781738
	Iteration 10Q: 3 clusters Score -4320740 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4321308.000000 Penalty: 3480.781738
	Iteration 11Q: 3 clusters Score -4321308 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4321712.500000 Penalty: 3480.781738
	Iteration 12Q: 3 clusters Score -4321712 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -4321998.500000 Penalty: 3480.781738
	Iteration 13Q: 3 clusters Score -4321998 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -4322267.500000 Penalty: 3480.781738
	Iteration 14Q: 3 clusters Score -4322268 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4322495.000000 Penalty: 3480.781738
	Iteration 15Q: 3 clusters Score -4322495 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4322702.500000 Penalty: 3480.781738
	Iteration 16Q: 3 clusters Score -4322702 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -4322913.500000 Penalty: 3480.781738
	Iteration 17Q: 3 clusters Score -4322914 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4323082.500000 Penalty: 3480.781738
	Iteration 18Q: 3 clusters Score -4323082 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4323312.000000 Penalty: 3480.781738
	Iteration 19Q: 3 clusters Score -4323312 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4323568.500000 Penalty: 3480.781738
	Iteration 20F: 3 clusters Score -4323568 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4323761.500000 Penalty: 3480.781738
	Iteration 21Q: 3 clusters Score -4323762 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -4323942.000000 Penalty: 3480.781738
	Iteration 22Q: 3 clusters Score -4323942 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4324146.000000 Penalty: 3480.781738
	Iteration 23Q: 3 clusters Score -4324146 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -4324324.500000 Penalty: 3480.781738
	Iteration 24Q: 3 clusters Score -4324324 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -4324536.000000 Penalty: 3480.781738
	Iteration 25Q: 3 clusters Score -4324536 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -4324713.500000 Penalty: 3480.781738
	Iteration 26Q: 3 clusters Score -4324714 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -4324895.500000 Penalty: 3480.781738
	Iteration 27Q: 3 clusters Score -4324896 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -4325057.000000 Penalty: 3480.781738
	Iteration 28Q: 3 clusters Score -4325057 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -4325206.000000 Penalty: 3480.781738
	Iteration 29Q: 3 clusters Score -4325206 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -4325332.000000 Penalty: 3480.781738
	Iteration 30Q: 3 clusters Score -4325332 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -4325449.000000 Penalty: 3480.781738
	Iteration 31Q: 3 clusters Score -4325449 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -4325567.000000 Penalty: 3480.781738
	Iteration 32Q: 3 clusters Score -4325567 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -4325692.500000 Penalty: 3480.781738
	Iteration 33Q: 3 clusters Score -4325692 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -4325813.000000 Penalty: 3480.781738
	Iteration 34Q: 3 clusters Score -4325813 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -4325915.000000 Penalty: 3480.781738
	Iteration 35Q: 3 clusters Score -4325915 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -4326038.500000 Penalty: 3480.781738
	Iteration 36Q: 3 clusters Score -4326038 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -4326137.000000 Penalty: 3480.781738
	Iteration 37Q: 3 clusters Score -4326137 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -4326207.000000 Penalty: 3480.781738
	Iteration 38Q: 3 clusters Score -4326207 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -4326274.000000 Penalty: 3480.781738
	Iteration 39Q: 3 clusters Score -4326274 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -4326331.000000 Penalty: 3480.781738
	Iteration 40F: 3 clusters Score -4326331 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -4326359.500000 Penalty: 3480.781738
	Iteration 41Q: 3 clusters Score -4326360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -4326391.000000 Penalty: 3480.781738
	Iteration 42Q: 3 clusters Score -4326391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -4326414.500000 Penalty: 3480.781738
	Iteration 43Q: 3 clusters Score -4326414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -4326427.500000 Penalty: 3480.781738
	Iteration 44Q: 3 clusters Score -4326428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -4326451.500000 Penalty: 3480.781738
	Iteration 45Q: 3 clusters Score -4326452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -4326468.000000 Penalty: 3480.781738
	Iteration 46Q: 3 clusters Score -4326468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -4326474.000000 Penalty: 3480.781738
	Iteration 47Q: 3 clusters Score -4326474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -4326483.000000 Penalty: 3480.781738
	Iteration 48Q: 3 clusters Score -4326483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -4326500.500000 Penalty: 3480.781738
	Iteration 49Q: 3 clusters Score -4326500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -4326518.000000 Penalty: 3480.781738
	Iteration 50Q: 3 clusters Score -4326518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -4326529.000000 Penalty: 3480.781738
	Iteration 51Q: 3 clusters Score -4326529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -4326536.500000 Penalty: 3480.781738
	Iteration 52Q: 3 clusters Score -4326536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -4326545.000000 Penalty: 3480.781738
	Iteration 53Q: 3 clusters Score -4326545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -4326553.000000 Penalty: 3480.781738
	Iteration 54Q: 3 clusters Score -4326553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -4326559.500000 Penalty: 3480.781738
	Iteration 55Q: 3 clusters Score -4326560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -4326571.000000 Penalty: 3480.781738
	Iteration 56Q: 3 clusters Score -4326571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -4326577.500000 Penalty: 3480.781738
	Iteration 57Q: 3 clusters Score -4326578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -4326588.000000 Penalty: 3480.781738
	Iteration 58Q: 3 clusters Score -4326588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -4326607.000000 Penalty: 3480.781738
	Iteration 59Q: 3 clusters Score -4326607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -4326614.000000 Penalty: 3480.781738
	Iteration 60F: 3 clusters Score -4326614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -4326618.000000 Penalty: 3480.781738
	Iteration 61Q: 3 clusters Score -4326618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -4326627.500000 Penalty: 3480.781738
	Iteration 62Q: 3 clusters Score -4326628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -4326635.000000 Penalty: 3480.781738
	Iteration 63Q: 3 clusters Score -4326635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -4326644.500000 Penalty: 3480.781738
	Iteration 64Q: 3 clusters Score -4326644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -4326638.000000 Penalty: 3480.781738
	Iteration 65Q: 3 clusters Score -4326638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -4326643.000000 Penalty: 3480.781738
	Iteration 66Q: 3 clusters Score -4326643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -4326649.500000 Penalty: 3480.781738
	Iteration 67Q: 3 clusters Score -4326650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -4326653.000000 Penalty: 3480.781738
	Iteration 68Q: 3 clusters Score -4326653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -4326650.000000 Penalty: 3480.781738
	Iteration 69Q: 3 clusters Score -4326650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -4326654.500000 Penalty: 3480.781738
	Iteration 70Q: 3 clusters Score -4326654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -4326651.500000 Penalty: 3480.781738
	Iteration 71Q: 3 clusters Score -4326652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -4326650.500000 Penalty: 3480.781738
	Iteration 72Q: 3 clusters Score -4326650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -4326654.500000 Penalty: 3480.781738
	Iteration 73Q: 3 clusters Score -4326654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -4326652.500000 Penalty: 3480.781738
	Iteration 74Q: 3 clusters Score -4326652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -4326653.000000 Penalty: 3480.781738
	Iteration 75Q: 3 clusters Score -4326653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -4326657.000000 Penalty: 3480.781738
	Iteration 76Q: 3 clusters Score -4326657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -4326661.500000 Penalty: 3480.781738
	Iteration 77Q: 3 clusters Score -4326662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -4326667.000000 Penalty: 3480.781738
	Iteration 78Q: 3 clusters Score -4326667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -4326668.500000 Penalty: 3480.781738
	Iteration 79Q: 3 clusters Score -4326668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -4326667.500000 Penalty: 3480.781738
	Iteration 80F: 3 clusters Score -4326668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -4326677.000000 Penalty: 3480.781738
	Iteration 81Q: 3 clusters Score -4326677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -4326682.000000 Penalty: 3480.781738
	Iteration 82Q: 3 clusters Score -4326682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -4326683.500000 Penalty: 3480.781738
	Iteration 83Q: 3 clusters Score -4326684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -4326680.500000 Penalty: 3480.781738
	Iteration 84Q: 3 clusters Score -4326680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -4326685.000000 Penalty: 3480.781738
	Iteration 85Q: 3 clusters Score -4326685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -4326685.000000 Penalty: 3480.781738
	Iteration 86F: 3 clusters Score -4326685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Entering Unmasked Estep 
Score: -9946344.000000 Penalty: 1878.052856
	Iteration 0F: 2 clusters Score -9946344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -9876341.000000 Penalty: 3756.105713
	Iteration 0F: 3 clusters Score -9876341 nChanged 50200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -9906169.000000 Penalty: 3756.105713
	Iteration 1F: 3 clusters Score -9906169 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -9907939.000000 Penalty: 3756.105713
	Iteration 2Q: 3 clusters Score -9907939 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -9911019.000000 Penalty: 3756.105713
	Iteration 3F: 3 clusters Score -9911019 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -9915905.000000 Penalty: 3756.105713
	Iteration 4F: 3 clusters Score -9915905 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -9922935.000000 Penalty: 3756.105713
	Iteration 5F: 3 clusters Score -9922935 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -9930623.000000 Penalty: 3756.105713
	Iteration 6F: 3 clusters Score -9930623 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -9936738.000000 Penalty: 3756.105713
	Iteration 7F: 3 clusters Score -9936738 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -9940167.000000 Penalty: 3756.105713
	Iteration 8Q: 3 clusters Score -9940167 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -9941798.000000 Penalty: 3756.105713
	Iteration 9Q: 3 clusters Score -9941798 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -9942714.000000 Penalty: 3756.105713
	Iteration 10Q: 3 clusters Score -9942714 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -9943393.000000 Penalty: 3756.105713
	Iteration 11Q: 3 clusters Score -9943393 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -9944074.000000 Penalty: 3756.105713
	Iteration 12Q: 3 clusters Score -9944074 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -9944660.000000 Penalty: 3756.105713
	Iteration 13Q: 3 clusters Score -9944660 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -9945193.000000 Penalty: 3756.105713
	Iteration 14Q: 3 clusters Score -9945193 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -9945689.000000 Penalty: 3756.105713
	Iteration 15Q: 3 clusters Score -9945689 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -9946181.000000 Penalty: 3756.105713
	Iteration 16Q: 3 clusters Score -9946181 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -9946536.000000 Penalty: 3756.105713
	Iteration 17Q: 3 clusters Score -9946536 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -9946860.000000 Penalty: 3756.105713
	Iteration 18Q: 3 clusters Score -9946860 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -9947031.000000 Penalty: 3756.105713
	Iteration 19Q: 3 clusters Score -9947031 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 78935 members 
Entering Unmasked Estep 
Score: -9947185.000000 Penalty: 3756.105713
	Iteration 20F: 3 clusters Score -9947185 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -9947297.000000 Penalty: 3756.105713
	Iteration 21Q: 3 clusters Score -9947297 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -9947365.000000 Penalty: 3756.105713
	Iteration 22Q: 3 clusters Score -9947365 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 79893 members 
Entering Unmasked Estep 
Score: -9947424.000000 Penalty: 3756.105713
	Iteration 23Q: 3 clusters Score -9947424 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -9947443.000000 Penalty: 3756.105713
	Iteration 24Q: 3 clusters Score -9947443 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -9947470.000000 Penalty: 3756.105713
	Iteration 25Q: 3 clusters Score -9947470 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -9947503.000000 Penalty: 3756.105713
	Iteration 26Q: 3 clusters Score -9947503 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -9947547.000000 Penalty: 3756.105713
	Iteration 27Q: 3 clusters Score -9947547 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 81043 members 
Entering Unmasked Estep 
Score: -9947529.000000 Penalty: 3756.105713
	Iteration 28Q: 3 clusters Score -9947529 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -9947556.000000 Penalty: 3756.105713
	Iteration 29Q: 3 clusters Score -9947556 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -9947548.000000 Penalty: 3756.105713
	Iteration 30Q: 3 clusters Score -9947548 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 81582 members 
Entering Unmasked Estep 
Score: -9947543.000000 Penalty: 3756.105713
	Iteration 31Q: 3 clusters Score -9947543 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -9947551.000000 Penalty: 3756.105713
	Iteration 32Q: 3 clusters Score -9947551 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -9947574.000000 Penalty: 3756.105713
	Iteration 33Q: 3 clusters Score -9947574 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 82001 members 
Entering Unmasked Estep 
Score: -9947559.000000 Penalty: 3756.105713
	Iteration 34Q: 3 clusters Score -9947559 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -9947589.000000 Penalty: 3756.105713
	Iteration 35Q: 3 clusters Score -9947589 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -9947591.000000 Penalty: 3756.105713
	Iteration 36Q: 3 clusters Score -9947591 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -9947594.000000 Penalty: 3756.105713
	Iteration 37Q: 3 clusters Score -9947594 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -9947597.000000 Penalty: 3756.105713
	Iteration 38Q: 3 clusters Score -9947597 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 82583 members 
Entering Unmasked Estep 
Score: -9947616.000000 Penalty: 3756.105713
	Iteration 39Q: 3 clusters Score -9947616 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 82681 members 
Entering Unmasked Estep 
Score: -9947616.000000 Penalty: 3756.105713
	Iteration 40F: 3 clusters Score -9947616 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -9947624.000000 Penalty: 3756.105713
	Iteration 41Q: 3 clusters Score -9947624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -9947594.000000 Penalty: 3756.105713
	Iteration 42Q: 3 clusters Score -9947594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -9947628.000000 Penalty: 3756.105713
	Iteration 43Q: 3 clusters Score -9947628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -9947638.000000 Penalty: 3756.105713
	Iteration 44Q: 3 clusters Score -9947638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -9947624.000000 Penalty: 3756.105713
	Iteration 45Q: 3 clusters Score -9947624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -9947624.000000 Penalty: 3756.105713
	Iteration 46Q: 3 clusters Score -9947624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -9947621.000000 Penalty: 3756.105713
	Iteration 47Q: 3 clusters Score -9947621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -9947616.000000 Penalty: 3756.105713
	Iteration 48Q: 3 clusters Score -9947616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -9947617.000000 Penalty: 3756.105713
	Iteration 49Q: 3 clusters Score -9947617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 83236 members 
Entering Unmasked Estep 
Score: -9947617.000000 Penalty: 3756.105713
	Iteration 50Q: 3 clusters Score -9947617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -9947625.000000 Penalty: 3756.105713
	Iteration 51Q: 3 clusters Score -9947625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -9947618.000000 Penalty: 3756.105713
	Iteration 52Q: 3 clusters Score -9947618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 83273 members 
Entering Unmasked Estep 
Score: -9947632.000000 Penalty: 3756.105713
	Iteration 53Q: 3 clusters Score -9947632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -9947629.000000 Penalty: 3756.105713
	Iteration 54Q: 3 clusters Score -9947629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -9947624.000000 Penalty: 3756.105713
	Iteration 55Q: 3 clusters Score -9947624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -9947634.000000 Penalty: 3756.105713
	Iteration 56Q: 3 clusters Score -9947634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -9947641.000000 Penalty: 3756.105713
	Iteration 57Q: 3 clusters Score -9947641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -9947655.000000 Penalty: 3756.105713
	Iteration 58Q: 3 clusters Score -9947655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -9947660.000000 Penalty: 3756.105713
	Iteration 59Q: 3 clusters Score -9947660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
Score: -9947648.000000 Penalty: 3756.105713
	Iteration 60F: 3 clusters Score -9947648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -9947658.000000 Penalty: 3756.105713
	Iteration 61Q: 3 clusters Score -9947658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -9947646.000000 Penalty: 3756.105713
	Iteration 62Q: 3 clusters Score -9947646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -9947665.000000 Penalty: 3756.105713
	Iteration 63Q: 3 clusters Score -9947665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -9947665.000000 Penalty: 3756.105713
	Iteration 64Q: 3 clusters Score -9947665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -9947673.000000 Penalty: 3756.105713
	Iteration 65Q: 3 clusters Score -9947673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -9947676.000000 Penalty: 3756.105713
	Iteration 66Q: 3 clusters Score -9947676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -9947671.000000 Penalty: 3756.105713
	Iteration 67Q: 3 clusters Score -9947671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 83668 members 
Entering Unmasked Estep 
Score: -9947673.000000 Penalty: 3756.105713
	Iteration 68Q: 3 clusters Score -9947673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
Score: -9947677.000000 Penalty: 3756.105713
	Iteration 69Q: 3 clusters Score -9947677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 83700 members 
Entering Unmasked Estep 
Score: -9947667.000000 Penalty: 3756.105713
	Iteration 70Q: 3 clusters Score -9947667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 83713 members 
Entering Unmasked Estep 
Score: -9947670.000000 Penalty: 3756.105713
	Iteration 71Q: 3 clusters Score -9947670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 83728 members 
Entering Unmasked Estep 
Score: -9947673.000000 Penalty: 3756.105713
	Iteration 72Q: 3 clusters Score -9947673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 83741 members 
Entering Unmasked Estep 
Score: -9947676.000000 Penalty: 3756.105713
	Iteration 73Q: 3 clusters Score -9947676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -9947673.000000 Penalty: 3756.105713
	Iteration 74Q: 3 clusters Score -9947673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 83759 members 
Entering Unmasked Estep 
Score: -9947677.000000 Penalty: 3756.105713
	Iteration 75Q: 3 clusters Score -9947677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
Score: -9947683.000000 Penalty: 3756.105713
	Iteration 76Q: 3 clusters Score -9947683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -9947677.000000 Penalty: 3756.105713
	Iteration 77Q: 3 clusters Score -9947677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -9947682.000000 Penalty: 3756.105713
	Iteration 78Q: 3 clusters Score -9947682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -9947667.000000 Penalty: 3756.105713
	Iteration 79Q: 3 clusters Score -9947667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -9947677.000000 Penalty: 3756.105713
	Iteration 80F: 3 clusters Score -9947677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -9947679.000000 Penalty: 3756.105713
	Iteration 81Q: 3 clusters Score -9947679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -9947679.000000 Penalty: 3756.105713
	Iteration 82Q: 3 clusters Score -9947679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -9947679.000000 Penalty: 3756.105713
	Iteration 83Q: 3 clusters Score -9947679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -9947677.000000 Penalty: 3756.105713
	Iteration 84Q: 3 clusters Score -9947677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -9947675.000000 Penalty: 3756.105713
	Iteration 85Q: 3 clusters Score -9947675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -9947677.000000 Penalty: 3756.105713
	Iteration 86Q: 3 clusters Score -9947677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -9947679.000000 Penalty: 3756.105713
	Iteration 87Q: 3 clusters Score -9947679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -9947681.000000 Penalty: 3756.105713
	Iteration 88Q: 3 clusters Score -9947681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -9947681.000000 Penalty: 3756.105713
	Iteration 89F: 3 clusters Score -9947681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 126522 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 24036 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 47970 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 17404 members 
Mstep: Class 17 contains 7846 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 19 contains 28124 members 
Mstep: Class 20 contains 20692 members 
Mstep: Class 21 contains 124 members 
Mstep: Class 22 contains 16373 members 
Mstep: Class 23 contains 4013 members 
Mstep: Class 24 contains 83840 members 
Entering Unmasked Estep 
Score: -44796476.000000 Penalty: 51025.902344
Splitting cluster 20 changes total score from -44779520.000000 to -44796476.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 126522 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 24036 members 
Mstep: Class 13 contains 47970 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 17404 members 
Mstep: Class 17 contains 7846 members 
Mstep: Class 18 contains 44806 members 
Mstep: Class 20 contains 20692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44807080.000000 Penalty: 51025.902344
Iteration 39Q: 25 clusters Score -4.480708e+07 nChanged 14760
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 5628 members 
Mstep: Class 4 contains 126528 members 
Mstep: Class 5 contains 3835 members 
Mstep: Class 6 contains 16369 members 
Mstep: Class 7 contains 2968 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 15145 members 
Mstep: Class 11 contains 24221 members 
Mstep: Class 12 contains 1204 members 
Mstep: Class 13 contains 47385 members 
Mstep: Class 14 contains 3781 members 
Mstep: Class 15 contains 1589 members 
Mstep: Class 16 contains 18478 members 
Mstep: Class 17 contains 8361 members 
Mstep: Class 18 contains 45291 members 
Mstep: Class 19 contains 27455 members 
Mstep: Class 20 contains 21142 members 
Mstep: Class 21 contains 133 members 
Mstep: Class 22 contains 15864 members 
Mstep: Class 23 contains 3919 members 
Mstep: Class 24 contains 81670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814376.000000 Penalty: 51025.902344
Iteration 40F: 25 clusters Score -4.481438e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5568 members 
Mstep: Class 4 contains 126163 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 16151 members 
Mstep: Class 7 contains 3247 members 
Mstep: Class 8 contains 4275 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 24251 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 46498 members 
Mstep: Class 14 contains 4027 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 18796 members 
Mstep: Class 17 contains 8698 members 
Mstep: Class 18 contains 45456 members 
Mstep: Class 19 contains 26877 members 
Mstep: Class 20 contains 21302 members 
Mstep: Class 21 contains 127 members 
Mstep: Class 22 contains 16060 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 81388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817044.000000 Penalty: 51025.902344
Iteration 41Q: 25 clusters Score -4.481704e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5553 members 
Mstep: Class 4 contains 125931 members 
Mstep: Class 5 contains 4477 members 
Mstep: Class 6 contains 15930 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 24267 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 45901 members 
Mstep: Class 14 contains 4273 members 
Mstep: Class 15 contains 1570 members 
Mstep: Class 16 contains 19058 members 
Mstep: Class 17 contains 8981 members 
Mstep: Class 18 contains 45591 members 
Mstep: Class 19 contains 26422 members 
Mstep: Class 20 contains 21432 members 
Mstep: Class 21 contains 121 members 
Mstep: Class 22 contains 16205 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 80987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818336.000000 Penalty: 51025.902344
Iteration 42Q: 25 clusters Score -4.481834e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 5547 members 
Mstep: Class 4 contains 125792 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 15764 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 8 contains 4236 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 10 contains 14248 members 
Mstep: Class 11 contains 24266 members 
Mstep: Class 12 contains 1370 members 
Mstep: Class 13 contains 45437 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 1569 members 
Mstep: Class 16 contains 19254 members 
Mstep: Class 17 contains 9181 members 
Mstep: Class 18 contains 45695 members 
Mstep: Class 19 contains 25999 members 
Mstep: Class 20 contains 21556 members 
Mstep: Class 21 contains 118 members 
Mstep: Class 22 contains 16338 members 
Mstep: Class 23 contains 4744 members 
Mstep: Class 24 contains 80654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819232.000000 Penalty: 51025.902344
Iteration 43Q: 25 clusters Score -4.481923e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1215 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 125688 members 
Mstep: Class 5 contains 4813 members 
Mstep: Class 6 contains 15601 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 2833 members 
Mstep: Class 10 contains 14030 members 
Mstep: Class 11 contains 24258 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 45106 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 19397 members 
Mstep: Class 17 contains 9310 members 
Mstep: Class 18 contains 45749 members 
Mstep: Class 19 contains 25656 members 
Mstep: Class 20 contains 21643 members 
Mstep: Class 21 contains 117 members 
Mstep: Class 22 contains 16445 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 80376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819900.000000 Penalty: 51025.902344
Iteration 44Q: 25 clusters Score -4.48199e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1230 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 125615 members 
Mstep: Class 5 contains 4924 members 
Mstep: Class 6 contains 15428 members 
Mstep: Class 7 contains 4123 members 
Mstep: Class 8 contains 4210 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 13841 members 
Mstep: Class 11 contains 24256 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 44807 members 
Mstep: Class 14 contains 5043 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 19476 members 
Mstep: Class 17 contains 9408 members 
Mstep: Class 18 contains 45796 members 
Mstep: Class 19 contains 25342 members 
Mstep: Class 20 contains 21705 members 
Mstep: Class 21 contains 117 members 
Mstep: Class 22 contains 16572 members 
Mstep: Class 23 contains 5184 members 
Mstep: Class 24 contains 80164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44820292.000000 Penalty: 51025.902344
Iteration 45Q: 25 clusters Score -4.482029e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 5508 members 
Mstep: Class 4 contains 125553 members 
Mstep: Class 5 contains 5008 members 
Mstep: Class 6 contains 15295 members 
Mstep: Class 7 contains 4290 members 
Mstep: Class 8 contains 4203 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 24242 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 44523 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 19586 members 
Mstep: Class 17 contains 9463 members 
Mstep: Class 18 contains 45848 members 
Mstep: Class 19 contains 25077 members 
Mstep: Class 20 contains 21737 members 
Mstep: Class 21 contains 118 members 
Mstep: Class 22 contains 16693 members 
Mstep: Class 23 contains 5346 members 
Mstep: Class 24 contains 79992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44820660.000000 Penalty: 51025.902344
Iteration 46Q: 25 clusters Score -4.482066e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1248 members 
Mstep: Class 3 contains 5488 members 
Mstep: Class 4 contains 125498 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 15184 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 13543 members 
Mstep: Class 11 contains 24225 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 44281 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 19667 members 
Mstep: Class 17 contains 9492 members 
Mstep: Class 18 contains 45898 members 
Mstep: Class 19 contains 24857 members 
Mstep: Class 20 contains 21758 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 16803 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 79844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44820936.000000 Penalty: 51025.902344
Iteration 47Q: 25 clusters Score -4.482094e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1257 members 
Mstep: Class 3 contains 5477 members 
Mstep: Class 4 contains 125457 members 
Mstep: Class 5 contains 5115 members 
Mstep: Class 6 contains 15045 members 
Mstep: Class 7 contains 4601 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 13432 members 
Mstep: Class 11 contains 24222 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 44057 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 19709 members 
Mstep: Class 17 contains 9498 members 
Mstep: Class 18 contains 45930 members 
Mstep: Class 19 contains 24638 members 
Mstep: Class 20 contains 21785 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 16918 members 
Mstep: Class 23 contains 5578 members 
Mstep: Class 24 contains 79728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821348.000000 Penalty: 51025.902344
Iteration 48Q: 25 clusters Score -4.482135e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 5472 members 
Mstep: Class 4 contains 125422 members 
Mstep: Class 5 contains 5138 members 
Mstep: Class 6 contains 14893 members 
Mstep: Class 7 contains 4767 members 
Mstep: Class 8 contains 4210 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 13330 members 
Mstep: Class 11 contains 24217 members 
Mstep: Class 12 contains 1549 members 
Mstep: Class 13 contains 43854 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 19729 members 
Mstep: Class 17 contains 9513 members 
Mstep: Class 18 contains 45989 members 
Mstep: Class 19 contains 24384 members 
Mstep: Class 20 contains 21807 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17025 members 
Mstep: Class 23 contains 5677 members 
Mstep: Class 24 contains 79636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821556.000000 Penalty: 51025.902344
Iteration 49Q: 25 clusters Score -4.482156e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1278 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 125390 members 
Mstep: Class 5 contains 5158 members 
Mstep: Class 6 contains 14759 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 4210 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 13229 members 
Mstep: Class 11 contains 24213 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 43659 members 
Mstep: Class 14 contains 6477 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 19749 members 
Mstep: Class 17 contains 9531 members 
Mstep: Class 18 contains 46011 members 
Mstep: Class 19 contains 24178 members 
Mstep: Class 20 contains 21828 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17135 members 
Mstep: Class 23 contains 5748 members 
Mstep: Class 24 contains 79553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821744.000000 Penalty: 51025.902344
Iteration 50Q: 25 clusters Score -4.482174e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 5450 members 
Mstep: Class 4 contains 125359 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 14641 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 8 contains 4207 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 13156 members 
Mstep: Class 11 contains 24210 members 
Mstep: Class 12 contains 1599 members 
Mstep: Class 13 contains 43504 members 
Mstep: Class 14 contains 6737 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 19750 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 18 contains 46037 members 
Mstep: Class 19 contains 23987 members 
Mstep: Class 20 contains 21835 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17241 members 
Mstep: Class 23 contains 5812 members 
Mstep: Class 24 contains 79461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822040.000000 Penalty: 51025.902344
Iteration 51Q: 25 clusters Score -4.482204e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1292 members 
Mstep: Class 3 contains 5446 members 
Mstep: Class 4 contains 125326 members 
Mstep: Class 5 contains 5196 members 
Mstep: Class 6 contains 14517 members 
Mstep: Class 7 contains 5215 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 2899 members 
Mstep: Class 10 contains 13098 members 
Mstep: Class 11 contains 24213 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 43376 members 
Mstep: Class 14 contains 6976 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 19755 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 18 contains 46052 members 
Mstep: Class 19 contains 23802 members 
Mstep: Class 20 contains 21839 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17336 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 79388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822212.000000 Penalty: 51025.902344
Iteration 52Q: 25 clusters Score -4.482221e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1298 members 
Mstep: Class 3 contains 5438 members 
Mstep: Class 4 contains 125304 members 
Mstep: Class 5 contains 5208 members 
Mstep: Class 6 contains 14399 members 
Mstep: Class 7 contains 5344 members 
Mstep: Class 8 contains 4210 members 
Mstep: Class 9 contains 2902 members 
Mstep: Class 10 contains 13048 members 
Mstep: Class 11 contains 24221 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 43291 members 
Mstep: Class 14 contains 7178 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 19751 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 46045 members 
Mstep: Class 19 contains 23648 members 
Mstep: Class 20 contains 21856 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17424 members 
Mstep: Class 23 contains 5899 members 
Mstep: Class 24 contains 79323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822284.000000 Penalty: 51025.902344
Iteration 53Q: 25 clusters Score -4.482228e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 5427 members 
Mstep: Class 4 contains 125273 members 
Mstep: Class 5 contains 5211 members 
Mstep: Class 6 contains 14307 members 
Mstep: Class 7 contains 5454 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 12990 members 
Mstep: Class 11 contains 24224 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 43209 members 
Mstep: Class 14 contains 7379 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 19752 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 46042 members 
Mstep: Class 19 contains 23488 members 
Mstep: Class 20 contains 21879 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17506 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 79272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822396.000000 Penalty: 51025.902344
Iteration 54Q: 25 clusters Score -4.48224e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 5408 members 
Mstep: Class 4 contains 125247 members 
Mstep: Class 5 contains 5220 members 
Mstep: Class 6 contains 14224 members 
Mstep: Class 7 contains 5561 members 
Mstep: Class 8 contains 4210 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 12946 members 
Mstep: Class 11 contains 24223 members 
Mstep: Class 12 contains 1662 members 
Mstep: Class 13 contains 43144 members 
Mstep: Class 14 contains 7560 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 19751 members 
Mstep: Class 17 contains 9557 members 
Mstep: Class 18 contains 46034 members 
Mstep: Class 19 contains 23333 members 
Mstep: Class 20 contains 21903 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17598 members 
Mstep: Class 23 contains 5965 members 
Mstep: Class 24 contains 79199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822664.000000 Penalty: 51025.902344
Iteration 55Q: 25 clusters Score -4.482266e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1308 members 
Mstep: Class 3 contains 5394 members 
Mstep: Class 4 contains 125232 members 
Mstep: Class 5 contains 5226 members 
Mstep: Class 6 contains 14148 members 
Mstep: Class 7 contains 5650 members 
Mstep: Class 8 contains 4217 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 11 contains 24231 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 43090 members 
Mstep: Class 14 contains 7723 members 
Mstep: Class 15 contains 1556 members 
Mstep: Class 16 contains 19753 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 46028 members 
Mstep: Class 19 contains 23177 members 
Mstep: Class 20 contains 21921 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17682 members 
Mstep: Class 23 contains 5987 members 
Mstep: Class 24 contains 79133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822768.000000 Penalty: 51025.902344
Iteration 56Q: 25 clusters Score -4.482277e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1313 members 
Mstep: Class 3 contains 5382 members 
Mstep: Class 4 contains 125218 members 
Mstep: Class 5 contains 5233 members 
Mstep: Class 6 contains 14107 members 
Mstep: Class 7 contains 5706 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 12871 members 
Mstep: Class 11 contains 24235 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 43046 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 19753 members 
Mstep: Class 17 contains 9560 members 
Mstep: Class 18 contains 46022 members 
Mstep: Class 19 contains 23020 members 
Mstep: Class 20 contains 21945 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17747 members 
Mstep: Class 23 contains 6005 members 
Mstep: Class 24 contains 79073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822896.000000 Penalty: 51025.902344
Iteration 57Q: 25 clusters Score -4.48229e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 125209 members 
Mstep: Class 5 contains 5241 members 
Mstep: Class 6 contains 14074 members 
Mstep: Class 7 contains 5742 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 12837 members 
Mstep: Class 11 contains 24235 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 43013 members 
Mstep: Class 14 contains 8032 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 19751 members 
Mstep: Class 17 contains 9567 members 
Mstep: Class 18 contains 46033 members 
Mstep: Class 19 contains 22863 members 
Mstep: Class 20 contains 21971 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17812 members 
Mstep: Class 23 contains 6022 members 
Mstep: Class 24 contains 79024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822956.000000 Penalty: 51025.902344
Iteration 58Q: 25 clusters Score -4.482296e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1321 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 125207 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 14059 members 
Mstep: Class 7 contains 5757 members 
Mstep: Class 8 contains 4227 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 12805 members 
Mstep: Class 11 contains 24246 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 42982 members 
Mstep: Class 14 contains 8189 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 19743 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 46041 members 
Mstep: Class 19 contains 22701 members 
Mstep: Class 20 contains 22003 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17868 members 
Mstep: Class 23 contains 6038 members 
Mstep: Class 24 contains 78961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44823104.000000 Penalty: 51025.902344
Iteration 59Q: 25 clusters Score -4.48231e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1328 members 
Mstep: Class 3 contains 5338 members 
Mstep: Class 4 contains 125205 members 
Mstep: Class 5 contains 5258 members 
Mstep: Class 6 contains 14042 members 
Mstep: Class 7 contains 5770 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 12771 members 
Mstep: Class 11 contains 24259 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 42958 members 
Mstep: Class 14 contains 8342 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 19725 members 
Mstep: Class 17 contains 9579 members 
Mstep: Class 18 contains 46052 members 
Mstep: Class 19 contains 22525 members 
Mstep: Class 20 contains 22036 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17926 members 
Mstep: Class 23 contains 6053 members 
Mstep: Class 24 contains 78906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44823272.000000 Penalty: 51025.902344
Iteration 60F: 25 clusters Score -4.482327e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 5320 members 
Mstep: Class 4 contains 125202 members 
Mstep: Class 5 contains 5272 members 
Mstep: Class 6 contains 13971 members 
Mstep: Class 7 contains 5845 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 2899 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1779 members 
Mstep: Class 13 contains 42880 members 
Mstep: Class 14 contains 8596 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 19698 members 
Mstep: Class 17 contains 9595 members 
Mstep: Class 18 contains 46063 members 
Mstep: Class 19 contains 22327 members 
Mstep: Class 20 contains 22058 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 17985 members 
Mstep: Class 23 contains 6072 members 
Mstep: Class 24 contains 78844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44823472.000000 Penalty: 51025.902344
Iteration 61Q: 25 clusters Score -4.482347e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 125196 members 
Mstep: Class 5 contains 5282 members 
Mstep: Class 6 contains 13896 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 24268 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 42825 members 
Mstep: Class 14 contains 8841 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 19668 members 
Mstep: Class 17 contains 9606 members 
Mstep: Class 18 contains 46068 members 
Mstep: Class 19 contains 22115 members 
Mstep: Class 20 contains 22071 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18045 members 
Mstep: Class 23 contains 6092 members 
Mstep: Class 24 contains 78788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44823564.000000 Penalty: 51025.902344
Iteration 62Q: 25 clusters Score -4.482356e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 5296 members 
Mstep: Class 4 contains 125189 members 
Mstep: Class 5 contains 5295 members 
Mstep: Class 6 contains 13816 members 
Mstep: Class 7 contains 6011 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 24273 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 42776 members 
Mstep: Class 14 contains 9095 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 19618 members 
Mstep: Class 17 contains 9618 members 
Mstep: Class 18 contains 46081 members 
Mstep: Class 19 contains 21862 members 
Mstep: Class 20 contains 22096 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18124 members 
Mstep: Class 23 contains 6103 members 
Mstep: Class 24 contains 78743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44823688.000000 Penalty: 51025.902344
Iteration 63Q: 25 clusters Score -4.482369e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 5278 members 
Mstep: Class 4 contains 125178 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 13756 members 
Mstep: Class 7 contains 6088 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 12658 members 
Mstep: Class 11 contains 24283 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 42726 members 
Mstep: Class 14 contains 9369 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 19567 members 
Mstep: Class 17 contains 9636 members 
Mstep: Class 18 contains 46092 members 
Mstep: Class 19 contains 21583 members 
Mstep: Class 20 contains 22116 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18198 members 
Mstep: Class 23 contains 6108 members 
Mstep: Class 24 contains 78717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44823752.000000 Penalty: 51025.902344
Iteration 64Q: 25 clusters Score -4.482375e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 5265 members 
Mstep: Class 4 contains 125168 members 
Mstep: Class 5 contains 5322 members 
Mstep: Class 6 contains 13692 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 12633 members 
Mstep: Class 11 contains 24301 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 42696 members 
Mstep: Class 14 contains 9663 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 19525 members 
Mstep: Class 17 contains 9649 members 
Mstep: Class 18 contains 46093 members 
Mstep: Class 19 contains 21298 members 
Mstep: Class 20 contains 22133 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18257 members 
Mstep: Class 23 contains 6106 members 
Mstep: Class 24 contains 78689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44823892.000000 Penalty: 51025.902344
Iteration 65Q: 25 clusters Score -4.482389e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 5256 members 
Mstep: Class 4 contains 125149 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 13635 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 4207 members 
Mstep: Class 9 contains 2857 members 
Mstep: Class 10 contains 12619 members 
Mstep: Class 11 contains 24304 members 
Mstep: Class 12 contains 1888 members 
Mstep: Class 13 contains 42679 members 
Mstep: Class 14 contains 9993 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 19489 members 
Mstep: Class 17 contains 9667 members 
Mstep: Class 18 contains 46096 members 
Mstep: Class 19 contains 20963 members 
Mstep: Class 20 contains 22151 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18307 members 
Mstep: Class 23 contains 6113 members 
Mstep: Class 24 contains 78657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44823952.000000 Penalty: 51025.902344
Iteration 66Q: 25 clusters Score -4.482395e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 5244 members 
Mstep: Class 4 contains 125131 members 
Mstep: Class 5 contains 5356 members 
Mstep: Class 6 contains 13575 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 12599 members 
Mstep: Class 11 contains 24311 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 42669 members 
Mstep: Class 14 contains 10316 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 19449 members 
Mstep: Class 17 contains 9701 members 
Mstep: Class 18 contains 46108 members 
Mstep: Class 19 contains 20603 members 
Mstep: Class 20 contains 22165 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18354 members 
Mstep: Class 23 contains 6121 members 
Mstep: Class 24 contains 78621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824196.000000 Penalty: 51025.902344
Iteration 67Q: 25 clusters Score -4.48242e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1353 members 
Mstep: Class 3 contains 5231 members 
Mstep: Class 4 contains 125112 members 
Mstep: Class 5 contains 5391 members 
Mstep: Class 6 contains 13530 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 8 contains 4195 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 12586 members 
Mstep: Class 11 contains 24320 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 42660 members 
Mstep: Class 14 contains 10695 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 19428 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 46120 members 
Mstep: Class 19 contains 20169 members 
Mstep: Class 20 contains 22190 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18386 members 
Mstep: Class 23 contains 6122 members 
Mstep: Class 24 contains 78605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824596.000000 Penalty: 51025.902344
Iteration 68Q: 25 clusters Score -4.48246e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 5223 members 
Mstep: Class 4 contains 125087 members 
Mstep: Class 5 contains 5434 members 
Mstep: Class 6 contains 13487 members 
Mstep: Class 7 contains 6408 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 12581 members 
Mstep: Class 11 contains 24332 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 42646 members 
Mstep: Class 14 contains 11131 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 19401 members 
Mstep: Class 17 contains 9788 members 
Mstep: Class 18 contains 46121 members 
Mstep: Class 19 contains 19646 members 
Mstep: Class 20 contains 22230 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18412 members 
Mstep: Class 23 contains 6118 members 
Mstep: Class 24 contains 78575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44825064.000000 Penalty: 51025.902344
Iteration 69Q: 25 clusters Score -4.482506e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 5214 members 
Mstep: Class 4 contains 125062 members 
Mstep: Class 5 contains 5486 members 
Mstep: Class 6 contains 13461 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 4183 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 12574 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 42642 members 
Mstep: Class 14 contains 11616 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 19370 members 
Mstep: Class 17 contains 9847 members 
Mstep: Class 18 contains 46125 members 
Mstep: Class 19 contains 19046 members 
Mstep: Class 20 contains 22283 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18430 members 
Mstep: Class 23 contains 6118 members 
Mstep: Class 24 contains 78550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44825580.000000 Penalty: 51025.902344
Iteration 70Q: 25 clusters Score -4.482558e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 5201 members 
Mstep: Class 4 contains 125045 members 
Mstep: Class 5 contains 5546 members 
Mstep: Class 6 contains 13417 members 
Mstep: Class 7 contains 6510 members 
Mstep: Class 8 contains 4178 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 12571 members 
Mstep: Class 11 contains 24399 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 42642 members 
Mstep: Class 14 contains 12141 members 
Mstep: Class 15 contains 1568 members 
Mstep: Class 16 contains 19344 members 
Mstep: Class 17 contains 9931 members 
Mstep: Class 18 contains 46073 members 
Mstep: Class 19 contains 18454 members 
Mstep: Class 20 contains 22320 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18440 members 
Mstep: Class 23 contains 6110 members 
Mstep: Class 24 contains 78500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44826156.000000 Penalty: 51025.902344
Iteration 71Q: 25 clusters Score -4.482616e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1317 members 
Mstep: Class 3 contains 5202 members 
Mstep: Class 4 contains 125037 members 
Mstep: Class 5 contains 5613 members 
Mstep: Class 6 contains 13388 members 
Mstep: Class 7 contains 6546 members 
Mstep: Class 8 contains 4166 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 12565 members 
Mstep: Class 11 contains 24450 members 
Mstep: Class 12 contains 1934 members 
Mstep: Class 13 contains 42627 members 
Mstep: Class 14 contains 12672 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 19299 members 
Mstep: Class 17 contains 10045 members 
Mstep: Class 18 contains 45997 members 
Mstep: Class 19 contains 17892 members 
Mstep: Class 20 contains 22357 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18448 members 
Mstep: Class 23 contains 6099 members 
Mstep: Class 24 contains 78432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44826956.000000 Penalty: 51025.902344
Iteration 72Q: 25 clusters Score -4.482696e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1310 members 
Mstep: Class 3 contains 5202 members 
Mstep: Class 4 contains 125028 members 
Mstep: Class 5 contains 5691 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 6571 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 12563 members 
Mstep: Class 11 contains 24494 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 42608 members 
Mstep: Class 14 contains 13148 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 19249 members 
Mstep: Class 17 contains 10172 members 
Mstep: Class 18 contains 45895 members 
Mstep: Class 19 contains 17459 members 
Mstep: Class 20 contains 22397 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18456 members 
Mstep: Class 23 contains 6068 members 
Mstep: Class 24 contains 78322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827656.000000 Penalty: 51025.902344
Iteration 73Q: 25 clusters Score -4.482766e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1299 members 
Mstep: Class 3 contains 5199 members 
Mstep: Class 4 contains 125020 members 
Mstep: Class 5 contains 5783 members 
Mstep: Class 6 contains 13331 members 
Mstep: Class 7 contains 6617 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 10 contains 12553 members 
Mstep: Class 11 contains 24537 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 42596 members 
Mstep: Class 14 contains 13505 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 19209 members 
Mstep: Class 17 contains 10289 members 
Mstep: Class 18 contains 45798 members 
Mstep: Class 19 contains 17164 members 
Mstep: Class 20 contains 22438 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18459 members 
Mstep: Class 23 contains 6039 members 
Mstep: Class 24 contains 78171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828268.000000 Penalty: 51025.902344
Iteration 74Q: 25 clusters Score -4.482827e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1283 members 
Mstep: Class 3 contains 5189 members 
Mstep: Class 4 contains 125015 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 13295 members 
Mstep: Class 7 contains 6662 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 12550 members 
Mstep: Class 11 contains 24583 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 42619 members 
Mstep: Class 14 contains 13729 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 19163 members 
Mstep: Class 17 contains 10379 members 
Mstep: Class 18 contains 45713 members 
Mstep: Class 19 contains 17038 members 
Mstep: Class 20 contains 22463 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18464 members 
Mstep: Class 23 contains 6003 members 
Mstep: Class 24 contains 78019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828748.000000 Penalty: 51025.902344
Iteration 75Q: 25 clusters Score -4.482875e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1272 members 
Mstep: Class 3 contains 5185 members 
Mstep: Class 4 contains 125002 members 
Mstep: Class 5 contains 5921 members 
Mstep: Class 6 contains 13262 members 
Mstep: Class 7 contains 6705 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 12548 members 
Mstep: Class 11 contains 24629 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 42618 members 
Mstep: Class 14 contains 13883 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 19109 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 45613 members 
Mstep: Class 19 contains 17014 members 
Mstep: Class 20 contains 22478 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18462 members 
Mstep: Class 23 contains 5981 members 
Mstep: Class 24 contains 77894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829008.000000 Penalty: 51025.902344
Iteration 76Q: 25 clusters Score -4.482901e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1263 members 
Mstep: Class 3 contains 5183 members 
Mstep: Class 4 contains 124994 members 
Mstep: Class 5 contains 5954 members 
Mstep: Class 6 contains 13237 members 
Mstep: Class 7 contains 6736 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 12546 members 
Mstep: Class 11 contains 24666 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 42603 members 
Mstep: Class 14 contains 13986 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 19058 members 
Mstep: Class 17 contains 10498 members 
Mstep: Class 18 contains 45507 members 
Mstep: Class 19 contains 17097 members 
Mstep: Class 20 contains 22499 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18470 members 
Mstep: Class 23 contains 5966 members 
Mstep: Class 24 contains 77763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829064.000000 Penalty: 51025.902344
Iteration 77Q: 25 clusters Score -4.482906e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1261 members 
Mstep: Class 3 contains 5185 members 
Mstep: Class 4 contains 124985 members 
Mstep: Class 5 contains 5983 members 
Mstep: Class 6 contains 13214 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 2853 members 
Mstep: Class 10 contains 12537 members 
Mstep: Class 11 contains 24693 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 42594 members 
Mstep: Class 14 contains 14084 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 19002 members 
Mstep: Class 17 contains 10528 members 
Mstep: Class 18 contains 45401 members 
Mstep: Class 19 contains 17200 members 
Mstep: Class 20 contains 22509 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18488 members 
Mstep: Class 23 contains 5955 members 
Mstep: Class 24 contains 77648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829204.000000 Penalty: 51025.902344
Iteration 78Q: 25 clusters Score -4.48292e+07 nChanged 650
Entering ConstructFrom: 
Score: -44829204.000000 Penalty: 51025.902344
Entering ConstructFrom: 
Trying to split cluster 1 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -221398.968750 Penalty: 1260.381836
	Iteration 0F: 2 clusters Score -221399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -219106.421875 Penalty: 2520.763672
	Iteration 0F: 3 clusters Score -219106.4 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -219626.312500 Penalty: 2520.763672
	Iteration 1F: 3 clusters Score -219626.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -219738.937500 Penalty: 2520.763672
	Iteration 2F: 3 clusters Score -219738.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -219809.859375 Penalty: 2520.763672
	Iteration 3F: 3 clusters Score -219809.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -219856.218750 Penalty: 2520.763672
	Iteration 4Q: 3 clusters Score -219856.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -219902.734375 Penalty: 2520.763672
	Iteration 5Q: 3 clusters Score -219902.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -219948.781250 Penalty: 2520.763672
	Iteration 6Q: 3 clusters Score -219948.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -219987.421875 Penalty: 2520.763672
	Iteration 7Q: 3 clusters Score -219987.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -220026.250000 Penalty: 2520.763672
	Iteration 8Q: 3 clusters Score -220026.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -220062.359375 Penalty: 2520.763672
	Iteration 9Q: 3 clusters Score -220062.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -220107.546875 Penalty: 2520.763672
	Iteration 10Q: 3 clusters Score -220107.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -220154.593750 Penalty: 2520.763672
	Iteration 11Q: 3 clusters Score -220154.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -220198.828125 Penalty: 2520.763672
	Iteration 12Q: 3 clusters Score -220198.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -220244.468750 Penalty: 2520.763672
	Iteration 13Q: 3 clusters Score -220244.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -220296.328125 Penalty: 2520.763672
	Iteration 14Q: 3 clusters Score -220296.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -220346.609375 Penalty: 2520.763672
	Iteration 15Q: 3 clusters Score -220346.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -220388.718750 Penalty: 2520.763672
	Iteration 16Q: 3 clusters Score -220388.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -220430.062500 Penalty: 2520.763672
	Iteration 17Q: 3 clusters Score -220430.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -220455.765625 Penalty: 2520.763672
	Iteration 18Q: 3 clusters Score -220455.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -220473.265625 Penalty: 2520.763672
	Iteration 19Q: 3 clusters Score -220473.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -220487.453125 Penalty: 2520.763672
	Iteration 20F: 3 clusters Score -220487.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -220505.453125 Penalty: 2520.763672
	Iteration 21Q: 3 clusters Score -220505.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -220525.781250 Penalty: 2520.763672
	Iteration 22Q: 3 clusters Score -220525.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -220540.500000 Penalty: 2520.763672
	Iteration 23Q: 3 clusters Score -220540.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -220550.765625 Penalty: 2520.763672
	Iteration 24Q: 3 clusters Score -220550.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -220555.609375 Penalty: 2520.763672
	Iteration 25Q: 3 clusters Score -220555.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -220561.093750 Penalty: 2520.763672
	Iteration 26Q: 3 clusters Score -220561.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -220563.765625 Penalty: 2520.763672
	Iteration 27Q: 3 clusters Score -220563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -220564.875000 Penalty: 2520.763672
	Iteration 28Q: 3 clusters Score -220564.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -220564.875000 Penalty: 2520.763672
	Iteration 29F: 3 clusters Score -220564.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -115494.039062 Penalty: 1159.936890
	Iteration 0F: 2 clusters Score -115494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -113871.625000 Penalty: 2319.873779
	Iteration 0F: 3 clusters Score -113871.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -114181.679688 Penalty: 2319.873779
	Iteration 1F: 3 clusters Score -114181.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -114268.429688 Penalty: 2319.873779
	Iteration 2F: 3 clusters Score -114268.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -114335.273438 Penalty: 2319.873779
	Iteration 3Q: 3 clusters Score -114335.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -114377.578125 Penalty: 2319.873779
	Iteration 4Q: 3 clusters Score -114377.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114399.734375 Penalty: 2319.873779
	Iteration 5Q: 3 clusters Score -114399.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -114415.242188 Penalty: 2319.873779
	Iteration 6Q: 3 clusters Score -114415.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -114427.015625 Penalty: 2319.873779
	Iteration 7Q: 3 clusters Score -114427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -114438.617188 Penalty: 2319.873779
	Iteration 8Q: 3 clusters Score -114438.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -114447.234375 Penalty: 2319.873779
	Iteration 9Q: 3 clusters Score -114447.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -114452.882812 Penalty: 2319.873779
	Iteration 10Q: 3 clusters Score -114452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114455.953125 Penalty: 2319.873779
	Iteration 11Q: 3 clusters Score -114456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -114459.703125 Penalty: 2319.873779
	Iteration 12Q: 3 clusters Score -114459.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -114464.343750 Penalty: 2319.873779
	Iteration 13Q: 3 clusters Score -114464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114465.398438 Penalty: 2319.873779
	Iteration 14Q: 3 clusters Score -114465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114465.960938 Penalty: 2319.873779
	Iteration 15Q: 3 clusters Score -114466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114465.960938 Penalty: 2319.873779
	Iteration 16F: 3 clusters Score -114466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Entering Unmasked Estep 
Score: -437847.656250 Penalty: 1390.041870
	Iteration 0F: 2 clusters Score -437847.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -433783.375000 Penalty: 2780.083740
	Iteration 0F: 3 clusters Score -433783.4 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -435056.000000 Penalty: 2780.083740
	Iteration 1F: 3 clusters Score -435056 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -435412.781250 Penalty: 2780.083740
	Iteration 2F: 3 clusters Score -435412.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -435757.687500 Penalty: 2780.083740
	Iteration 3F: 3 clusters Score -435757.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -436211.281250 Penalty: 2780.083740
	Iteration 4F: 3 clusters Score -436211.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -436742.250000 Penalty: 2780.083740
	Iteration 5F: 3 clusters Score -436742.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -437222.687500 Penalty: 2780.083740
	Iteration 6F: 3 clusters Score -437222.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -437539.312500 Penalty: 2780.083740
	Iteration 7F: 3 clusters Score -437539.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -437719.468750 Penalty: 2780.083740
	Iteration 8Q: 3 clusters Score -437719.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -437831.125000 Penalty: 2780.083740
	Iteration 9Q: 3 clusters Score -437831.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -437908.687500 Penalty: 2780.083740
	Iteration 10Q: 3 clusters Score -437908.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -437954.781250 Penalty: 2780.083740
	Iteration 11Q: 3 clusters Score -437954.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -437980.562500 Penalty: 2780.083740
	Iteration 12Q: 3 clusters Score -437980.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -437995.968750 Penalty: 2780.083740
	Iteration 13Q: 3 clusters Score -437996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -438010.031250 Penalty: 2780.083740
	Iteration 14Q: 3 clusters Score -438010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -438020.875000 Penalty: 2780.083740
	Iteration 15Q: 3 clusters Score -438020.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -438028.218750 Penalty: 2780.083740
	Iteration 16Q: 3 clusters Score -438028.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -438033.812500 Penalty: 2780.083740
	Iteration 17Q: 3 clusters Score -438033.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -438038.812500 Penalty: 2780.083740
	Iteration 18Q: 3 clusters Score -438038.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -438040.500000 Penalty: 2780.083740
	Iteration 19Q: 3 clusters Score -438040.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -438042.625000 Penalty: 2780.083740
	Iteration 20F: 3 clusters Score -438042.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -438043.687500 Penalty: 2780.083740
	Iteration 21Q: 3 clusters Score -438043.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -438045.562500 Penalty: 2780.083740
	Iteration 22Q: 3 clusters Score -438045.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -438048.031250 Penalty: 2780.083740
	Iteration 23Q: 3 clusters Score -438048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -438049.812500 Penalty: 2780.083740
	Iteration 24Q: 3 clusters Score -438049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -438049.125000 Penalty: 2780.083740
	Iteration 25Q: 3 clusters Score -438049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -438049.125000 Penalty: 2780.083740
	Iteration 26F: 3 clusters Score -438049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 2231 members 
Mstep: Class 4 contains 124973 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 6800 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 12527 members 
Mstep: Class 11 contains 24712 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 42589 members 
Mstep: Class 14 contains 14151 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 18962 members 
Mstep: Class 17 contains 10548 members 
Mstep: Class 18 contains 45318 members 
Mstep: Class 19 contains 17316 members 
Mstep: Class 20 contains 22524 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18498 members 
Mstep: Class 23 contains 5949 members 
Mstep: Class 24 contains 77538 members 
Mstep: Class 25 contains 2957 members 
Entering Unmasked Estep 
Score: -44828468.000000 Penalty: 53151.980469
Splitting cluster 3 changes total score from -44829204.000000 to -44828468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (124973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124973 members 
Entering Unmasked Estep 
Score: -11996325.000000 Penalty: 1907.076172
	Iteration 0F: 2 clusters Score -1.199632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -11912900.000000 Penalty: 3814.152344
	Iteration 0F: 3 clusters Score -1.19129e+07 nChanged 60100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -11947664.000000 Penalty: 3814.152344
	Iteration 1F: 3 clusters Score -1.194766e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -11948439.000000 Penalty: 3814.152344
	Iteration 2Q: 3 clusters Score -1.194844e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -11949307.000000 Penalty: 3814.152344
	Iteration 3Q: 3 clusters Score -1.194931e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -11950641.000000 Penalty: 3814.152344
	Iteration 4Q: 3 clusters Score -1.195064e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -11952092.000000 Penalty: 3814.152344
	Iteration 5Q: 3 clusters Score -1.195209e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -11954366.000000 Penalty: 3814.152344
	Iteration 6Q: 3 clusters Score -1.195437e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -11957515.000000 Penalty: 3814.152344
	Iteration 7F: 3 clusters Score -1.195752e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -11961891.000000 Penalty: 3814.152344
	Iteration 8F: 3 clusters Score -1.196189e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89056 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -11967437.000000 Penalty: 3814.152344
	Iteration 9F: 3 clusters Score -1.196744e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97023 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -11973710.000000 Penalty: 3814.152344
	Iteration 10F: 3 clusters Score -1.197371e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104717 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -11979996.000000 Penalty: 3814.152344
	Iteration 11F: 3 clusters Score -1.198e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111292 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -11985366.000000 Penalty: 3814.152344
	Iteration 12F: 3 clusters Score -1.198537e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116290 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -11989232.000000 Penalty: 3814.152344
	Iteration 13Q: 3 clusters Score -1.198923e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119773 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -11992044.000000 Penalty: 3814.152344
	Iteration 14Q: 3 clusters Score -1.199204e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121873 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -11993495.000000 Penalty: 3814.152344
	Iteration 15Q: 3 clusters Score -1.19935e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122974 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11994181.000000 Penalty: 3814.152344
	Iteration 16Q: 3 clusters Score -1.199418e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123565 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11994460.000000 Penalty: 3814.152344
	Iteration 17Q: 3 clusters Score -1.199446e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123859 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11994586.000000 Penalty: 3814.152344
	Iteration 18Q: 3 clusters Score -1.199459e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124032 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11994711.000000 Penalty: 3814.152344
	Iteration 19Q: 3 clusters Score -1.199471e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124118 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11994761.000000 Penalty: 3814.152344
	Iteration 20F: 3 clusters Score -1.199476e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124175 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11994819.000000 Penalty: 3814.152344
	Iteration 21Q: 3 clusters Score -1.199482e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124222 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -11994838.000000 Penalty: 3814.152344
	Iteration 22Q: 3 clusters Score -1.199484e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124251 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11994867.000000 Penalty: 3814.152344
	Iteration 23Q: 3 clusters Score -1.199487e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124271 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -11994893.000000 Penalty: 3814.152344
	Iteration 24Q: 3 clusters Score -1.199489e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124285 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11994884.000000 Penalty: 3814.152344
	Iteration 25Q: 3 clusters Score -1.199488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124293 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11994913.000000 Penalty: 3814.152344
	Iteration 26Q: 3 clusters Score -1.199491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124307 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11994932.000000 Penalty: 3814.152344
	Iteration 27Q: 3 clusters Score -1.199493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124318 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11994927.000000 Penalty: 3814.152344
	Iteration 28Q: 3 clusters Score -1.199493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124321 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11994939.000000 Penalty: 3814.152344
	Iteration 29Q: 3 clusters Score -1.199494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124326 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11994939.000000 Penalty: 3814.152344
	Iteration 30Q: 3 clusters Score -1.199494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124326 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11994941.000000 Penalty: 3814.152344
	Iteration 31Q: 3 clusters Score -1.199494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124327 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -11994946.000000 Penalty: 3814.152344
	Iteration 32Q: 3 clusters Score -1.199495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124329 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11994948.000000 Penalty: 3814.152344
	Iteration 33Q: 3 clusters Score -1.199495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124331 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11994944.000000 Penalty: 3814.152344
	Iteration 34Q: 3 clusters Score -1.199494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124334 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -11994944.000000 Penalty: 3814.152344
	Iteration 35Q: 3 clusters Score -1.199494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124336 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11994950.000000 Penalty: 3814.152344
	Iteration 36Q: 3 clusters Score -1.199495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124340 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11994952.000000 Penalty: 3814.152344
	Iteration 37Q: 3 clusters Score -1.199495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124345 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -11994944.000000 Penalty: 3814.152344
	Iteration 38Q: 3 clusters Score -1.199494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124344 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11994949.000000 Penalty: 3814.152344
	Iteration 39Q: 3 clusters Score -1.199495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124343 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -11994950.000000 Penalty: 3814.152344
	Iteration 40F: 3 clusters Score -1.199495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Entering Unmasked Estep 
Score: -584570.125000 Penalty: 1413.779419
	Iteration 0F: 2 clusters Score -584570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -580007.875000 Penalty: 2827.558838
	Iteration 0F: 3 clusters Score -580007.9 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -581295.125000 Penalty: 2827.558838
	Iteration 1F: 3 clusters Score -581295.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -581439.125000 Penalty: 2827.558838
	Iteration 2F: 3 clusters Score -581439.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -581564.500000 Penalty: 2827.558838
	Iteration 3Q: 3 clusters Score -581564.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -581639.812500 Penalty: 2827.558838
	Iteration 4Q: 3 clusters Score -581639.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -581692.750000 Penalty: 2827.558838
	Iteration 5Q: 3 clusters Score -581692.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -581732.500000 Penalty: 2827.558838
	Iteration 6Q: 3 clusters Score -581732.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -581774.437500 Penalty: 2827.558838
	Iteration 7Q: 3 clusters Score -581774.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -581812.812500 Penalty: 2827.558838
	Iteration 8Q: 3 clusters Score -581812.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -581847.062500 Penalty: 2827.558838
	Iteration 9Q: 3 clusters Score -581847.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -581875.500000 Penalty: 2827.558838
	Iteration 10Q: 3 clusters Score -581875.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -581909.937500 Penalty: 2827.558838
	Iteration 11Q: 3 clusters Score -581909.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -581942.875000 Penalty: 2827.558838
	Iteration 12Q: 3 clusters Score -581942.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -581974.250000 Penalty: 2827.558838
	Iteration 13Q: 3 clusters Score -581974.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -582005.312500 Penalty: 2827.558838
	Iteration 14Q: 3 clusters Score -582005.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -582028.812500 Penalty: 2827.558838
	Iteration 15Q: 3 clusters Score -582028.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -582054.687500 Penalty: 2827.558838
	Iteration 16Q: 3 clusters Score -582054.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -582082.750000 Penalty: 2827.558838
	Iteration 17Q: 3 clusters Score -582082.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -582108.562500 Penalty: 2827.558838
	Iteration 18Q: 3 clusters Score -582108.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -582133.750000 Penalty: 2827.558838
	Iteration 19Q: 3 clusters Score -582133.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -582158.625000 Penalty: 2827.558838
	Iteration 20F: 3 clusters Score -582158.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -582182.437500 Penalty: 2827.558838
	Iteration 21Q: 3 clusters Score -582182.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -582204.937500 Penalty: 2827.558838
	Iteration 22Q: 3 clusters Score -582204.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -582228.250000 Penalty: 2827.558838
	Iteration 23Q: 3 clusters Score -582228.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -582252.937500 Penalty: 2827.558838
	Iteration 24Q: 3 clusters Score -582252.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -582277.812500 Penalty: 2827.558838
	Iteration 25Q: 3 clusters Score -582277.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -582308.625000 Penalty: 2827.558838
	Iteration 26Q: 3 clusters Score -582308.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -582347.500000 Penalty: 2827.558838
	Iteration 27Q: 3 clusters Score -582347.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -582393.750000 Penalty: 2827.558838
	Iteration 28Q: 3 clusters Score -582393.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -582443.437500 Penalty: 2827.558838
	Iteration 29Q: 3 clusters Score -582443.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -582510.625000 Penalty: 2827.558838
	Iteration 30Q: 3 clusters Score -582510.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -582579.875000 Penalty: 2827.558838
	Iteration 31Q: 3 clusters Score -582579.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -582655.937500 Penalty: 2827.558838
	Iteration 32Q: 3 clusters Score -582655.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -582720.937500 Penalty: 2827.558838
	Iteration 33Q: 3 clusters Score -582720.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -582806.250000 Penalty: 2827.558838
	Iteration 34Q: 3 clusters Score -582806.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -582897.437500 Penalty: 2827.558838
	Iteration 35Q: 3 clusters Score -582897.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -582983.250000 Penalty: 2827.558838
	Iteration 36Q: 3 clusters Score -582983.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -583058.875000 Penalty: 2827.558838
	Iteration 37Q: 3 clusters Score -583058.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -583130.812500 Penalty: 2827.558838
	Iteration 38Q: 3 clusters Score -583130.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -583187.500000 Penalty: 2827.558838
	Iteration 39Q: 3 clusters Score -583187.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -583240.187500 Penalty: 2827.558838
	Iteration 40F: 3 clusters Score -583240.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -583278.750000 Penalty: 2827.558838
	Iteration 41Q: 3 clusters Score -583278.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -583302.375000 Penalty: 2827.558838
	Iteration 42Q: 3 clusters Score -583302.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -583321.812500 Penalty: 2827.558838
	Iteration 43Q: 3 clusters Score -583321.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -583334.312500 Penalty: 2827.558838
	Iteration 44Q: 3 clusters Score -583334.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -583342.500000 Penalty: 2827.558838
	Iteration 45Q: 3 clusters Score -583342.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -583352.500000 Penalty: 2827.558838
	Iteration 46Q: 3 clusters Score -583352.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -583355.437500 Penalty: 2827.558838
	Iteration 47Q: 3 clusters Score -583355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -583357.000000 Penalty: 2827.558838
	Iteration 48Q: 3 clusters Score -583357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -583357.562500 Penalty: 2827.558838
	Iteration 49Q: 3 clusters Score -583357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -583359.312500 Penalty: 2827.558838
	Iteration 50Q: 3 clusters Score -583359.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -583359.000000 Penalty: 2827.558838
	Iteration 51Q: 3 clusters Score -583359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -583360.062500 Penalty: 2827.558838
	Iteration 52Q: 3 clusters Score -583360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -583359.687500 Penalty: 2827.558838
	Iteration 53Q: 3 clusters Score -583359.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -583359.687500 Penalty: 2827.558838
	Iteration 54F: 3 clusters Score -583359.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Entering Unmasked Estep 
Score: -1260064.250000 Penalty: 1541.734009
	Iteration 0F: 2 clusters Score -1260064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1250839.000000 Penalty: 3083.468018
	Iteration 0F: 3 clusters Score -1250839 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1253965.875000 Penalty: 3083.468018
	Iteration 1F: 3 clusters Score -1253966 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1254226.000000 Penalty: 3083.468018
	Iteration 2F: 3 clusters Score -1254226 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1254451.250000 Penalty: 3083.468018
	Iteration 3Q: 3 clusters Score -1254451 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1254690.375000 Penalty: 3083.468018
	Iteration 4Q: 3 clusters Score -1254690 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1254941.125000 Penalty: 3083.468018
	Iteration 5Q: 3 clusters Score -1254941 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1255213.000000 Penalty: 3083.468018
	Iteration 6Q: 3 clusters Score -1255213 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1255543.750000 Penalty: 3083.468018
	Iteration 7Q: 3 clusters Score -1255544 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1255945.375000 Penalty: 3083.468018
	Iteration 8Q: 3 clusters Score -1255945 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1256501.750000 Penalty: 3083.468018
	Iteration 9F: 3 clusters Score -1256502 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1257136.375000 Penalty: 3083.468018
	Iteration 10F: 3 clusters Score -1257136 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1257741.250000 Penalty: 3083.468018
	Iteration 11F: 3 clusters Score -1257741 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1258201.000000 Penalty: 3083.468018
	Iteration 12Q: 3 clusters Score -1258201 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1258508.125000 Penalty: 3083.468018
	Iteration 13Q: 3 clusters Score -1258508 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1258672.625000 Penalty: 3083.468018
	Iteration 14Q: 3 clusters Score -1258673 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1258764.875000 Penalty: 3083.468018
	Iteration 15Q: 3 clusters Score -1258765 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1258813.500000 Penalty: 3083.468018
	Iteration 16Q: 3 clusters Score -1258814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1258840.125000 Penalty: 3083.468018
	Iteration 17Q: 3 clusters Score -1258840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1258855.250000 Penalty: 3083.468018
	Iteration 18Q: 3 clusters Score -1258855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1258877.625000 Penalty: 3083.468018
	Iteration 19Q: 3 clusters Score -1258878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1258895.000000 Penalty: 3083.468018
	Iteration 20F: 3 clusters Score -1258895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1258901.125000 Penalty: 3083.468018
	Iteration 21Q: 3 clusters Score -1258901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1258901.750000 Penalty: 3083.468018
	Iteration 22Q: 3 clusters Score -1258902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1258906.250000 Penalty: 3083.468018
	Iteration 23Q: 3 clusters Score -1258906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1258908.125000 Penalty: 3083.468018
	Iteration 24Q: 3 clusters Score -1258908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1258910.875000 Penalty: 3083.468018
	Iteration 25Q: 3 clusters Score -1258911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1258914.875000 Penalty: 3083.468018
	Iteration 26Q: 3 clusters Score -1258915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1258914.125000 Penalty: 3083.468018
	Iteration 27Q: 3 clusters Score -1258914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1258914.750000 Penalty: 3083.468018
	Iteration 28Q: 3 clusters Score -1258915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1258914.750000 Penalty: 3083.468018
	Iteration 29F: 3 clusters Score -1258915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Entering Unmasked Estep 
Score: -646742.125000 Penalty: 1434.010132
	Iteration 0F: 2 clusters Score -646742.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -641599.562500 Penalty: 2868.020264
	Iteration 0F: 3 clusters Score -641599.6 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -643197.437500 Penalty: 2868.020264
	Iteration 1F: 3 clusters Score -643197.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -643432.187500 Penalty: 2868.020264
	Iteration 2F: 3 clusters Score -643432.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -643664.687500 Penalty: 2868.020264
	Iteration 3F: 3 clusters Score -643664.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -643950.312500 Penalty: 2868.020264
	Iteration 4F: 3 clusters Score -643950.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -644252.187500 Penalty: 2868.020264
	Iteration 5F: 3 clusters Score -644252.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -644560.125000 Penalty: 2868.020264
	Iteration 6F: 3 clusters Score -644560.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -644837.187500 Penalty: 2868.020264
	Iteration 7F: 3 clusters Score -644837.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -645027.125000 Penalty: 2868.020264
	Iteration 8Q: 3 clusters Score -645027.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -645183.125000 Penalty: 2868.020264
	Iteration 9Q: 3 clusters Score -645183.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -645285.375000 Penalty: 2868.020264
	Iteration 10Q: 3 clusters Score -645285.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -645356.375000 Penalty: 2868.020264
	Iteration 11Q: 3 clusters Score -645356.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -645411.500000 Penalty: 2868.020264
	Iteration 12Q: 3 clusters Score -645411.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -645458.562500 Penalty: 2868.020264
	Iteration 13Q: 3 clusters Score -645458.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -645502.750000 Penalty: 2868.020264
	Iteration 14Q: 3 clusters Score -645502.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -645526.312500 Penalty: 2868.020264
	Iteration 15Q: 3 clusters Score -645526.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -645545.687500 Penalty: 2868.020264
	Iteration 16Q: 3 clusters Score -645545.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -645555.812500 Penalty: 2868.020264
	Iteration 17Q: 3 clusters Score -645555.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -645562.562500 Penalty: 2868.020264
	Iteration 18Q: 3 clusters Score -645562.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -645573.062500 Penalty: 2868.020264
	Iteration 19Q: 3 clusters Score -645573.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -645583.687500 Penalty: 2868.020264
	Iteration 20F: 3 clusters Score -645583.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -645597.687500 Penalty: 2868.020264
	Iteration 21Q: 3 clusters Score -645597.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -645619.125000 Penalty: 2868.020264
	Iteration 22Q: 3 clusters Score -645619.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -645643.562500 Penalty: 2868.020264
	Iteration 23Q: 3 clusters Score -645643.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -645662.937500 Penalty: 2868.020264
	Iteration 24Q: 3 clusters Score -645662.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -645671.937500 Penalty: 2868.020264
	Iteration 25Q: 3 clusters Score -645671.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -645679.375000 Penalty: 2868.020264
	Iteration 26Q: 3 clusters Score -645679.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -645684.062500 Penalty: 2868.020264
	Iteration 27Q: 3 clusters Score -645684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -645685.312500 Penalty: 2868.020264
	Iteration 28Q: 3 clusters Score -645685.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -645689.875000 Penalty: 2868.020264
	Iteration 29Q: 3 clusters Score -645689.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -645693.812500 Penalty: 2868.020264
	Iteration 30Q: 3 clusters Score -645693.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -645696.312500 Penalty: 2868.020264
	Iteration 31Q: 3 clusters Score -645696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -645697.437500 Penalty: 2868.020264
	Iteration 32Q: 3 clusters Score -645697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -645699.562500 Penalty: 2868.020264
	Iteration 33Q: 3 clusters Score -645699.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -645702.500000 Penalty: 2868.020264
	Iteration 34Q: 3 clusters Score -645702.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -645703.750000 Penalty: 2868.020264
	Iteration 35Q: 3 clusters Score -645703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -645703.812500 Penalty: 2868.020264
	Iteration 36Q: 3 clusters Score -645703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -645705.437500 Penalty: 2868.020264
	Iteration 37Q: 3 clusters Score -645705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -645708.062500 Penalty: 2868.020264
	Iteration 38Q: 3 clusters Score -645708.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -645709.000000 Penalty: 2868.020264
	Iteration 39Q: 3 clusters Score -645709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -645711.187500 Penalty: 2868.020264
	Iteration 40F: 3 clusters Score -645711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -645713.625000 Penalty: 2868.020264
	Iteration 41Q: 3 clusters Score -645713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -645713.875000 Penalty: 2868.020264
	Iteration 42Q: 3 clusters Score -645713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -645713.875000 Penalty: 2868.020264
	Iteration 43F: 3 clusters Score -645713.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -381580.375000 Penalty: 1352.428589
	Iteration 0F: 2 clusters Score -381580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -378167.218750 Penalty: 2704.857178
	Iteration 0F: 3 clusters Score -378167.2 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -379096.875000 Penalty: 2704.857178
	Iteration 1F: 3 clusters Score -379096.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -379344.312500 Penalty: 2704.857178
	Iteration 2F: 3 clusters Score -379344.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -379567.437500 Penalty: 2704.857178
	Iteration 3F: 3 clusters Score -379567.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -379736.593750 Penalty: 2704.857178
	Iteration 4F: 3 clusters Score -379736.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -379877.531250 Penalty: 2704.857178
	Iteration 5Q: 3 clusters Score -379877.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -379995.906250 Penalty: 2704.857178
	Iteration 6Q: 3 clusters Score -379995.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -380088.031250 Penalty: 2704.857178
	Iteration 7Q: 3 clusters Score -380088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -380177.531250 Penalty: 2704.857178
	Iteration 8Q: 3 clusters Score -380177.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -380288.281250 Penalty: 2704.857178
	Iteration 9Q: 3 clusters Score -380288.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -380387.281250 Penalty: 2704.857178
	Iteration 10Q: 3 clusters Score -380387.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -380471.375000 Penalty: 2704.857178
	Iteration 11Q: 3 clusters Score -380471.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -380529.531250 Penalty: 2704.857178
	Iteration 12Q: 3 clusters Score -380529.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -380580.375000 Penalty: 2704.857178
	Iteration 13Q: 3 clusters Score -380580.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -380628.781250 Penalty: 2704.857178
	Iteration 14Q: 3 clusters Score -380628.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -380669.437500 Penalty: 2704.857178
	Iteration 15Q: 3 clusters Score -380669.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -380717.843750 Penalty: 2704.857178
	Iteration 16Q: 3 clusters Score -380717.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -380782.468750 Penalty: 2704.857178
	Iteration 17Q: 3 clusters Score -380782.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -380882.375000 Penalty: 2704.857178
	Iteration 18Q: 3 clusters Score -380882.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -380990.187500 Penalty: 2704.857178
	Iteration 19Q: 3 clusters Score -380990.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -381102.968750 Penalty: 2704.857178
	Iteration 20F: 3 clusters Score -381103 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -381170.656250 Penalty: 2704.857178
	Iteration 21Q: 3 clusters Score -381170.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -381213.187500 Penalty: 2704.857178
	Iteration 22Q: 3 clusters Score -381213.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -381244.250000 Penalty: 2704.857178
	Iteration 23Q: 3 clusters Score -381244.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -381274.281250 Penalty: 2704.857178
	Iteration 24Q: 3 clusters Score -381274.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -381301.687500 Penalty: 2704.857178
	Iteration 25Q: 3 clusters Score -381301.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -381332.375000 Penalty: 2704.857178
	Iteration 26Q: 3 clusters Score -381332.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -381365.906250 Penalty: 2704.857178
	Iteration 27Q: 3 clusters Score -381365.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -381400.875000 Penalty: 2704.857178
	Iteration 28Q: 3 clusters Score -381400.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -381445.125000 Penalty: 2704.857178
	Iteration 29Q: 3 clusters Score -381445.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -381485.937500 Penalty: 2704.857178
	Iteration 30Q: 3 clusters Score -381485.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -381522.312500 Penalty: 2704.857178
	Iteration 31Q: 3 clusters Score -381522.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -381561.687500 Penalty: 2704.857178
	Iteration 32Q: 3 clusters Score -381561.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -381621.281250 Penalty: 2704.857178
	Iteration 33Q: 3 clusters Score -381621.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -381704.125000 Penalty: 2704.857178
	Iteration 34Q: 3 clusters Score -381704.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -381807.250000 Penalty: 2704.857178
	Iteration 35Q: 3 clusters Score -381807.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -381900.906250 Penalty: 2704.857178
	Iteration 36Q: 3 clusters Score -381900.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -381969.218750 Penalty: 2704.857178
	Iteration 37Q: 3 clusters Score -381969.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -381997.062500 Penalty: 2704.857178
	Iteration 38Q: 3 clusters Score -381997.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -382018.250000 Penalty: 2704.857178
	Iteration 39Q: 3 clusters Score -382018.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -382045.812500 Penalty: 2704.857178
	Iteration 40F: 3 clusters Score -382045.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -382060.187500 Penalty: 2704.857178
	Iteration 41Q: 3 clusters Score -382060.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -382066.187500 Penalty: 2704.857178
	Iteration 42Q: 3 clusters Score -382066.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -382067.312500 Penalty: 2704.857178
	Iteration 43Q: 3 clusters Score -382067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -382067.812500 Penalty: 2704.857178
	Iteration 44Q: 3 clusters Score -382067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -382067.812500 Penalty: 2704.857178
	Iteration 45F: 3 clusters Score -382067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 5188 members 
Mstep: Class 4 contains 124973 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 6800 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 12527 members 
Mstep: Class 11 contains 24712 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 42589 members 
Mstep: Class 14 contains 14151 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 18962 members 
Mstep: Class 17 contains 10548 members 
Mstep: Class 18 contains 45318 members 
Mstep: Class 19 contains 17316 members 
Mstep: Class 20 contains 22524 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18498 members 
Mstep: Class 23 contains 5949 members 
Mstep: Class 24 contains 77538 members 
Mstep: Class 25 contains 2244 members 
Entering Unmasked Estep 
Score: -44828720.000000 Penalty: 53151.980469
Splitting cluster 8 changes total score from -44829204.000000 to -44828720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -270641.312500 Penalty: 1292.585571
	Iteration 0F: 2 clusters Score -270641.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -268028.562500 Penalty: 2585.171143
	Iteration 0F: 3 clusters Score -268028.6 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -268623.937500 Penalty: 2585.171143
	Iteration 1F: 3 clusters Score -268623.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -268777.656250 Penalty: 2585.171143
	Iteration 2F: 3 clusters Score -268777.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -268878.875000 Penalty: 2585.171143
	Iteration 3F: 3 clusters Score -268878.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -268984.250000 Penalty: 2585.171143
	Iteration 4Q: 3 clusters Score -268984.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -269080.281250 Penalty: 2585.171143
	Iteration 5Q: 3 clusters Score -269080.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -269183.593750 Penalty: 2585.171143
	Iteration 6Q: 3 clusters Score -269183.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -269259.406250 Penalty: 2585.171143
	Iteration 7Q: 3 clusters Score -269259.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -269323.000000 Penalty: 2585.171143
	Iteration 8Q: 3 clusters Score -269323 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -269374.593750 Penalty: 2585.171143
	Iteration 9Q: 3 clusters Score -269374.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -269424.437500 Penalty: 2585.171143
	Iteration 10Q: 3 clusters Score -269424.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -269474.343750 Penalty: 2585.171143
	Iteration 11Q: 3 clusters Score -269474.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -269521.843750 Penalty: 2585.171143
	Iteration 12Q: 3 clusters Score -269521.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -269556.437500 Penalty: 2585.171143
	Iteration 13Q: 3 clusters Score -269556.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -269585.625000 Penalty: 2585.171143
	Iteration 14Q: 3 clusters Score -269585.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -269639.750000 Penalty: 2585.171143
	Iteration 15Q: 3 clusters Score -269639.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -269697.968750 Penalty: 2585.171143
	Iteration 16Q: 3 clusters Score -269698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -269747.687500 Penalty: 2585.171143
	Iteration 17Q: 3 clusters Score -269747.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -269775.906250 Penalty: 2585.171143
	Iteration 18Q: 3 clusters Score -269775.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -269815.062500 Penalty: 2585.171143
	Iteration 19Q: 3 clusters Score -269815.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -269872.218750 Penalty: 2585.171143
	Iteration 20F: 3 clusters Score -269872.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -269924.125000 Penalty: 2585.171143
	Iteration 21Q: 3 clusters Score -269924.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -269962.500000 Penalty: 2585.171143
	Iteration 22Q: 3 clusters Score -269962.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -269981.468750 Penalty: 2585.171143
	Iteration 23Q: 3 clusters Score -269981.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -269997.312500 Penalty: 2585.171143
	Iteration 24Q: 3 clusters Score -269997.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -270003.593750 Penalty: 2585.171143
	Iteration 25Q: 3 clusters Score -270003.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -270008.125000 Penalty: 2585.171143
	Iteration 26Q: 3 clusters Score -270008.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -270010.968750 Penalty: 2585.171143
	Iteration 27Q: 3 clusters Score -270011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -270016.000000 Penalty: 2585.171143
	Iteration 28Q: 3 clusters Score -270016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -270022.781250 Penalty: 2585.171143
	Iteration 29Q: 3 clusters Score -270022.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -270027.093750 Penalty: 2585.171143
	Iteration 30Q: 3 clusters Score -270027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -270028.968750 Penalty: 2585.171143
	Iteration 31Q: 3 clusters Score -270029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -270030.343750 Penalty: 2585.171143
	Iteration 32Q: 3 clusters Score -270030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -270030.593750 Penalty: 2585.171143
	Iteration 33Q: 3 clusters Score -270030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -270031.000000 Penalty: 2585.171143
	Iteration 34Q: 3 clusters Score -270031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -270031.000000 Penalty: 2585.171143
	Iteration 35F: 3 clusters Score -270031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Entering Unmasked Estep 
Score: -1170253.750000 Penalty: 1533.291748
	Iteration 0F: 2 clusters Score -1170254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1161434.500000 Penalty: 3066.583496
	Iteration 0F: 3 clusters Score -1161434 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1164608.500000 Penalty: 3066.583496
	Iteration 1F: 3 clusters Score -1164608 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1165116.375000 Penalty: 3066.583496
	Iteration 2F: 3 clusters Score -1165116 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1165753.875000 Penalty: 3066.583496
	Iteration 3F: 3 clusters Score -1165754 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1166508.875000 Penalty: 3066.583496
	Iteration 4F: 3 clusters Score -1166509 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1167319.500000 Penalty: 3066.583496
	Iteration 5F: 3 clusters Score -1167320 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1168101.375000 Penalty: 3066.583496
	Iteration 6F: 3 clusters Score -1168101 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1168851.250000 Penalty: 3066.583496
	Iteration 7F: 3 clusters Score -1168851 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1169398.750000 Penalty: 3066.583496
	Iteration 8F: 3 clusters Score -1169399 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1169827.125000 Penalty: 3066.583496
	Iteration 9Q: 3 clusters Score -1169827 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1170175.625000 Penalty: 3066.583496
	Iteration 10Q: 3 clusters Score -1170176 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1170414.125000 Penalty: 3066.583496
	Iteration 11Q: 3 clusters Score -1170414 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1170528.000000 Penalty: 3066.583496
	Iteration 12Q: 3 clusters Score -1170528 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1170581.125000 Penalty: 3066.583496
	Iteration 13Q: 3 clusters Score -1170581 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1170621.875000 Penalty: 3066.583496
	Iteration 14Q: 3 clusters Score -1170622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1170643.125000 Penalty: 3066.583496
	Iteration 15Q: 3 clusters Score -1170643 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1170659.875000 Penalty: 3066.583496
	Iteration 16Q: 3 clusters Score -1170660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1170667.750000 Penalty: 3066.583496
	Iteration 17Q: 3 clusters Score -1170668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1170671.500000 Penalty: 3066.583496
	Iteration 18Q: 3 clusters Score -1170672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1170673.500000 Penalty: 3066.583496
	Iteration 19Q: 3 clusters Score -1170674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1170674.875000 Penalty: 3066.583496
	Iteration 20F: 3 clusters Score -1170675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1170674.625000 Penalty: 3066.583496
	Iteration 21Q: 3 clusters Score -1170675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1170675.875000 Penalty: 3066.583496
	Iteration 22Q: 3 clusters Score -1170676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1170674.125000 Penalty: 3066.583496
	Iteration 23Q: 3 clusters Score -1170674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1170675.000000 Penalty: 3066.583496
	Iteration 24Q: 3 clusters Score -1170675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1170674.625000 Penalty: 3066.583496
	Iteration 25Q: 3 clusters Score -1170675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1170674.625000 Penalty: 3066.583496
	Iteration 26F: 3 clusters Score -1170675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 5188 members 
Mstep: Class 4 contains 124973 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 6800 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 24712 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 42589 members 
Mstep: Class 14 contains 14151 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 18962 members 
Mstep: Class 17 contains 10548 members 
Mstep: Class 18 contains 45318 members 
Mstep: Class 19 contains 17316 members 
Mstep: Class 20 contains 22524 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18498 members 
Mstep: Class 23 contains 5949 members 
Mstep: Class 24 contains 77538 members 
Mstep: Class 25 contains 5415 members 
Entering Unmasked Estep 
Score: -44828832.000000 Penalty: 53151.980469
Splitting cluster 10 changes total score from -44829204.000000 to -44828832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (24712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Entering Unmasked Estep 
Score: -2399723.000000 Penalty: 1643.694702
	Iteration 0F: 2 clusters Score -2399723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2383065.500000 Penalty: 3287.389404
	Iteration 0F: 3 clusters Score -2383066 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2389459.750000 Penalty: 3287.389404
	Iteration 1F: 3 clusters Score -2389460 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2390063.000000 Penalty: 3287.389404
	Iteration 2F: 3 clusters Score -2390063 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2390773.750000 Penalty: 3287.389404
	Iteration 3F: 3 clusters Score -2390774 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2391578.250000 Penalty: 3287.389404
	Iteration 4F: 3 clusters Score -2391578 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2392488.750000 Penalty: 3287.389404
	Iteration 5F: 3 clusters Score -2392489 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2393428.500000 Penalty: 3287.389404
	Iteration 6F: 3 clusters Score -2393428 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2394384.250000 Penalty: 3287.389404
	Iteration 7F: 3 clusters Score -2394384 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2395253.250000 Penalty: 3287.389404
	Iteration 8F: 3 clusters Score -2395253 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2396084.000000 Penalty: 3287.389404
	Iteration 9Q: 3 clusters Score -2396084 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2396814.500000 Penalty: 3287.389404
	Iteration 10Q: 3 clusters Score -2396814 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2397395.750000 Penalty: 3287.389404
	Iteration 11Q: 3 clusters Score -2397396 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2397787.000000 Penalty: 3287.389404
	Iteration 12Q: 3 clusters Score -2397787 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2398023.000000 Penalty: 3287.389404
	Iteration 13Q: 3 clusters Score -2398023 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -2398148.000000 Penalty: 3287.389404
	Iteration 14Q: 3 clusters Score -2398148 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -2398231.750000 Penalty: 3287.389404
	Iteration 15Q: 3 clusters Score -2398232 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -2398296.000000 Penalty: 3287.389404
	Iteration 16Q: 3 clusters Score -2398296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2398330.000000 Penalty: 3287.389404
	Iteration 17Q: 3 clusters Score -2398330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2398357.750000 Penalty: 3287.389404
	Iteration 18Q: 3 clusters Score -2398358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -2398368.000000 Penalty: 3287.389404
	Iteration 19Q: 3 clusters Score -2398368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -2398384.250000 Penalty: 3287.389404
	Iteration 20F: 3 clusters Score -2398384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -2398402.750000 Penalty: 3287.389404
	Iteration 21Q: 3 clusters Score -2398403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2398409.000000 Penalty: 3287.389404
	Iteration 22Q: 3 clusters Score -2398409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2398416.250000 Penalty: 3287.389404
	Iteration 23Q: 3 clusters Score -2398416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -2398424.250000 Penalty: 3287.389404
	Iteration 24Q: 3 clusters Score -2398424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -2398429.500000 Penalty: 3287.389404
	Iteration 25Q: 3 clusters Score -2398430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -2398433.000000 Penalty: 3287.389404
	Iteration 26Q: 3 clusters Score -2398433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2398432.750000 Penalty: 3287.389404
	Iteration 27Q: 3 clusters Score -2398433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -2398434.750000 Penalty: 3287.389404
	Iteration 28Q: 3 clusters Score -2398435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2398435.750000 Penalty: 3287.389404
	Iteration 29Q: 3 clusters Score -2398436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2398435.750000 Penalty: 3287.389404
	Iteration 30F: 3 clusters Score -2398436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -177729.609375 Penalty: 1229.777710
	Iteration 0F: 2 clusters Score -177729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -175686.484375 Penalty: 2459.555420
	Iteration 0F: 3 clusters Score -175686.5 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -176162.156250 Penalty: 2459.555420
	Iteration 1F: 3 clusters Score -176162.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -176275.421875 Penalty: 2459.555420
	Iteration 2F: 3 clusters Score -176275.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -176337.671875 Penalty: 2459.555420
	Iteration 3Q: 3 clusters Score -176337.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -176373.703125 Penalty: 2459.555420
	Iteration 4Q: 3 clusters Score -176373.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -176401.703125 Penalty: 2459.555420
	Iteration 5Q: 3 clusters Score -176401.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -176416.843750 Penalty: 2459.555420
	Iteration 6Q: 3 clusters Score -176416.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -176430.562500 Penalty: 2459.555420
	Iteration 7Q: 3 clusters Score -176430.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -176453.546875 Penalty: 2459.555420
	Iteration 8Q: 3 clusters Score -176453.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -176475.468750 Penalty: 2459.555420
	Iteration 9Q: 3 clusters Score -176475.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -176507.078125 Penalty: 2459.555420
	Iteration 10Q: 3 clusters Score -176507.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -176545.312500 Penalty: 2459.555420
	Iteration 11Q: 3 clusters Score -176545.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -176582.859375 Penalty: 2459.555420
	Iteration 12Q: 3 clusters Score -176582.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -176625.937500 Penalty: 2459.555420
	Iteration 13Q: 3 clusters Score -176625.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -176666.515625 Penalty: 2459.555420
	Iteration 14Q: 3 clusters Score -176666.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -176708.859375 Penalty: 2459.555420
	Iteration 15Q: 3 clusters Score -176708.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -176743.781250 Penalty: 2459.555420
	Iteration 16Q: 3 clusters Score -176743.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -176791.875000 Penalty: 2459.555420
	Iteration 17Q: 3 clusters Score -176791.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -176833.078125 Penalty: 2459.555420
	Iteration 18Q: 3 clusters Score -176833.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -176862.609375 Penalty: 2459.555420
	Iteration 19Q: 3 clusters Score -176862.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -176888.578125 Penalty: 2459.555420
	Iteration 20F: 3 clusters Score -176888.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -176906.484375 Penalty: 2459.555420
	Iteration 21Q: 3 clusters Score -176906.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -176925.328125 Penalty: 2459.555420
	Iteration 22Q: 3 clusters Score -176925.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -176949.578125 Penalty: 2459.555420
	Iteration 23Q: 3 clusters Score -176949.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -176965.296875 Penalty: 2459.555420
	Iteration 24Q: 3 clusters Score -176965.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -176984.218750 Penalty: 2459.555420
	Iteration 25Q: 3 clusters Score -176984.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -176998.343750 Penalty: 2459.555420
	Iteration 26Q: 3 clusters Score -176998.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -177006.234375 Penalty: 2459.555420
	Iteration 27Q: 3 clusters Score -177006.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -177010.828125 Penalty: 2459.555420
	Iteration 28Q: 3 clusters Score -177010.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -177015.593750 Penalty: 2459.555420
	Iteration 29Q: 3 clusters Score -177015.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -177019.828125 Penalty: 2459.555420
	Iteration 30Q: 3 clusters Score -177019.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -177024.359375 Penalty: 2459.555420
	Iteration 31Q: 3 clusters Score -177024.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -177028.406250 Penalty: 2459.555420
	Iteration 32Q: 3 clusters Score -177028.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -177030.390625 Penalty: 2459.555420
	Iteration 33Q: 3 clusters Score -177030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -177030.890625 Penalty: 2459.555420
	Iteration 34Q: 3 clusters Score -177030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -177030.890625 Penalty: 2459.555420
	Iteration 35F: 3 clusters Score -177030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Entering Unmasked Estep 
Score: -4117434.250000 Penalty: 1732.144653
	Iteration 0F: 2 clusters Score -4117434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -4088863.250000 Penalty: 3464.289307
	Iteration 0F: 3 clusters Score -4088863 nChanged 19894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4100140.750000 Penalty: 3464.289307
	Iteration 1F: 3 clusters Score -4100141 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4100606.000000 Penalty: 3464.289307
	Iteration 2Q: 3 clusters Score -4100606 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -4101148.250000 Penalty: 3464.289307
	Iteration 3Q: 3 clusters Score -4101148 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -4101864.750000 Penalty: 3464.289307
	Iteration 4Q: 3 clusters Score -4101865 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -4102839.000000 Penalty: 3464.289307
	Iteration 5Q: 3 clusters Score -4102839 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4104332.000000 Penalty: 3464.289307
	Iteration 6F: 3 clusters Score -4104332 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4106388.250000 Penalty: 3464.289307
	Iteration 7F: 3 clusters Score -4106388 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4108913.500000 Penalty: 3464.289307
	Iteration 8F: 3 clusters Score -4108914 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -4111633.250000 Penalty: 3464.289307
	Iteration 9F: 3 clusters Score -4111633 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -4113752.250000 Penalty: 3464.289307
	Iteration 10F: 3 clusters Score -4113752 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -4114903.250000 Penalty: 3464.289307
	Iteration 11Q: 3 clusters Score -4114903 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -4115541.250000 Penalty: 3464.289307
	Iteration 12Q: 3 clusters Score -4115541 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -4115816.000000 Penalty: 3464.289307
	Iteration 13Q: 3 clusters Score -4115816 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -4115970.500000 Penalty: 3464.289307
	Iteration 14Q: 3 clusters Score -4115970 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -4116023.000000 Penalty: 3464.289307
	Iteration 15Q: 3 clusters Score -4116023 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -4116058.750000 Penalty: 3464.289307
	Iteration 16Q: 3 clusters Score -4116059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -4116083.000000 Penalty: 3464.289307
	Iteration 17Q: 3 clusters Score -4116083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -4116106.750000 Penalty: 3464.289307
	Iteration 18Q: 3 clusters Score -4116107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -4116118.000000 Penalty: 3464.289307
	Iteration 19Q: 3 clusters Score -4116118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -4116129.500000 Penalty: 3464.289307
	Iteration 20F: 3 clusters Score -4116130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -4116134.750000 Penalty: 3464.289307
	Iteration 21Q: 3 clusters Score -4116135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -4116138.750000 Penalty: 3464.289307
	Iteration 22Q: 3 clusters Score -4116139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -4116145.500000 Penalty: 3464.289307
	Iteration 23Q: 3 clusters Score -4116146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -4116153.250000 Penalty: 3464.289307
	Iteration 24Q: 3 clusters Score -4116153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -4116158.250000 Penalty: 3464.289307
	Iteration 25Q: 3 clusters Score -4116158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -4116163.000000 Penalty: 3464.289307
	Iteration 26Q: 3 clusters Score -4116163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -4116166.500000 Penalty: 3464.289307
	Iteration 27Q: 3 clusters Score -4116166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -4116161.750000 Penalty: 3464.289307
	Iteration 28Q: 3 clusters Score -4116162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -4116158.500000 Penalty: 3464.289307
	Iteration 29Q: 3 clusters Score -4116158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -4116163.000000 Penalty: 3464.289307
	Iteration 30Q: 3 clusters Score -4116163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -4116162.500000 Penalty: 3464.289307
	Iteration 31Q: 3 clusters Score -4116162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -4116167.000000 Penalty: 3464.289307
	Iteration 32Q: 3 clusters Score -4116167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -4116165.500000 Penalty: 3464.289307
	Iteration 33Q: 3 clusters Score -4116166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -4116168.250000 Penalty: 3464.289307
	Iteration 34Q: 3 clusters Score -4116168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -4116169.250000 Penalty: 3464.289307
	Iteration 35Q: 3 clusters Score -4116169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -4116171.500000 Penalty: 3464.289307
	Iteration 36Q: 3 clusters Score -4116172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4116176.250000 Penalty: 3464.289307
	Iteration 37Q: 3 clusters Score -4116176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4116176.000000 Penalty: 3464.289307
	Iteration 38Q: 3 clusters Score -4116176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -4116174.500000 Penalty: 3464.289307
	Iteration 39Q: 3 clusters Score -4116174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -4116172.500000 Penalty: 3464.289307
	Iteration 40F: 3 clusters Score -4116172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -4116174.000000 Penalty: 3464.289307
	Iteration 41Q: 3 clusters Score -4116174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -4116173.250000 Penalty: 3464.289307
	Iteration 42Q: 3 clusters Score -4116173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -4116177.250000 Penalty: 3464.289307
	Iteration 43Q: 3 clusters Score -4116177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -4116175.000000 Penalty: 3464.289307
	Iteration 44Q: 3 clusters Score -4116175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -4116175.500000 Penalty: 3464.289307
	Iteration 45Q: 3 clusters Score -4116176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -4116175.500000 Penalty: 3464.289307
	Iteration 46F: 3 clusters Score -4116176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Entering Unmasked Estep 
Score: -1365354.500000 Penalty: 1553.100342
	Iteration 0F: 2 clusters Score -1365354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1355516.125000 Penalty: 3106.200684
	Iteration 0F: 3 clusters Score -1355516 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1358948.750000 Penalty: 3106.200684
	Iteration 1F: 3 clusters Score -1358949 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1359241.250000 Penalty: 3106.200684
	Iteration 2F: 3 clusters Score -1359241 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1359528.000000 Penalty: 3106.200684
	Iteration 3Q: 3 clusters Score -1359528 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1359798.625000 Penalty: 3106.200684
	Iteration 4Q: 3 clusters Score -1359799 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1360130.750000 Penalty: 3106.200684
	Iteration 5Q: 3 clusters Score -1360131 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1360530.500000 Penalty: 3106.200684
	Iteration 6Q: 3 clusters Score -1360530 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1360981.125000 Penalty: 3106.200684
	Iteration 7F: 3 clusters Score -1360981 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1361474.750000 Penalty: 3106.200684
	Iteration 8F: 3 clusters Score -1361475 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1361951.625000 Penalty: 3106.200684
	Iteration 9Q: 3 clusters Score -1361952 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1362396.250000 Penalty: 3106.200684
	Iteration 10Q: 3 clusters Score -1362396 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1362771.000000 Penalty: 3106.200684
	Iteration 11Q: 3 clusters Score -1362771 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1363072.000000 Penalty: 3106.200684
	Iteration 12Q: 3 clusters Score -1363072 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1363370.875000 Penalty: 3106.200684
	Iteration 13Q: 3 clusters Score -1363371 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1363577.000000 Penalty: 3106.200684
	Iteration 14Q: 3 clusters Score -1363577 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1363719.500000 Penalty: 3106.200684
	Iteration 15Q: 3 clusters Score -1363720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1363807.000000 Penalty: 3106.200684
	Iteration 16Q: 3 clusters Score -1363807 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1363882.125000 Penalty: 3106.200684
	Iteration 17Q: 3 clusters Score -1363882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1363906.625000 Penalty: 3106.200684
	Iteration 18Q: 3 clusters Score -1363907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1363922.000000 Penalty: 3106.200684
	Iteration 19Q: 3 clusters Score -1363922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1363935.375000 Penalty: 3106.200684
	Iteration 20F: 3 clusters Score -1363935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1363948.875000 Penalty: 3106.200684
	Iteration 21Q: 3 clusters Score -1363949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1363958.750000 Penalty: 3106.200684
	Iteration 22Q: 3 clusters Score -1363959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1363966.250000 Penalty: 3106.200684
	Iteration 23Q: 3 clusters Score -1363966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1363976.875000 Penalty: 3106.200684
	Iteration 24Q: 3 clusters Score -1363977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1363987.750000 Penalty: 3106.200684
	Iteration 25Q: 3 clusters Score -1363988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1363995.875000 Penalty: 3106.200684
	Iteration 26Q: 3 clusters Score -1363996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1364002.375000 Penalty: 3106.200684
	Iteration 27Q: 3 clusters Score -1364002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1364007.125000 Penalty: 3106.200684
	Iteration 28Q: 3 clusters Score -1364007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1364015.500000 Penalty: 3106.200684
	Iteration 29Q: 3 clusters Score -1364016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1364018.625000 Penalty: 3106.200684
	Iteration 30Q: 3 clusters Score -1364019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1364020.250000 Penalty: 3106.200684
	Iteration 31Q: 3 clusters Score -1364020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1364020.250000 Penalty: 3106.200684
	Iteration 32F: 3 clusters Score -1364020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -140438.734375 Penalty: 1194.979858
	Iteration 0F: 2 clusters Score -140438.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -138642.453125 Penalty: 2389.959717
	Iteration 0F: 3 clusters Score -138642.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -139017.515625 Penalty: 2389.959717
	Iteration 1F: 3 clusters Score -139017.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -139123.515625 Penalty: 2389.959717
	Iteration 2F: 3 clusters Score -139123.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -139186.625000 Penalty: 2389.959717
	Iteration 3Q: 3 clusters Score -139186.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -139240.031250 Penalty: 2389.959717
	Iteration 4Q: 3 clusters Score -139240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -139277.718750 Penalty: 2389.959717
	Iteration 5Q: 3 clusters Score -139277.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -139340.359375 Penalty: 2389.959717
	Iteration 6Q: 3 clusters Score -139340.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -139418.734375 Penalty: 2389.959717
	Iteration 7Q: 3 clusters Score -139418.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -139510.078125 Penalty: 2389.959717
	Iteration 8Q: 3 clusters Score -139510.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -139595.875000 Penalty: 2389.959717
	Iteration 9Q: 3 clusters Score -139595.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -139688.906250 Penalty: 2389.959717
	Iteration 10Q: 3 clusters Score -139688.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -139774.656250 Penalty: 2389.959717
	Iteration 11Q: 3 clusters Score -139774.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -139851.234375 Penalty: 2389.959717
	Iteration 12Q: 3 clusters Score -139851.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -139926.421875 Penalty: 2389.959717
	Iteration 13Q: 3 clusters Score -139926.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -139982.828125 Penalty: 2389.959717
	Iteration 14Q: 3 clusters Score -139982.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -140005.234375 Penalty: 2389.959717
	Iteration 15Q: 3 clusters Score -140005.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -140018.640625 Penalty: 2389.959717
	Iteration 16Q: 3 clusters Score -140018.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -140025.984375 Penalty: 2389.959717
	Iteration 17Q: 3 clusters Score -140026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -140031.625000 Penalty: 2389.959717
	Iteration 18Q: 3 clusters Score -140031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -140033.703125 Penalty: 2389.959717
	Iteration 19Q: 3 clusters Score -140033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -140035.281250 Penalty: 2389.959717
	Iteration 20F: 3 clusters Score -140035.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -140036.156250 Penalty: 2389.959717
	Iteration 21Q: 3 clusters Score -140036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -140036.156250 Penalty: 2389.959717
	Iteration 22F: 3 clusters Score -140036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Entering Unmasked Estep 
Score: -1787155.625000 Penalty: 1600.656250
	Iteration 0F: 2 clusters Score -1787156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1774216.000000 Penalty: 3201.312500
	Iteration 0F: 3 clusters Score -1774216 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1778899.625000 Penalty: 3201.312500
	Iteration 1F: 3 clusters Score -1778900 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1779265.125000 Penalty: 3201.312500
	Iteration 2Q: 3 clusters Score -1779265 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1779620.875000 Penalty: 3201.312500
	Iteration 3Q: 3 clusters Score -1779621 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1780031.875000 Penalty: 3201.312500
	Iteration 4Q: 3 clusters Score -1780032 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1780491.250000 Penalty: 3201.312500
	Iteration 5Q: 3 clusters Score -1780491 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1781001.625000 Penalty: 3201.312500
	Iteration 6F: 3 clusters Score -1781002 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1781490.625000 Penalty: 3201.312500
	Iteration 7F: 3 clusters Score -1781491 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1781963.250000 Penalty: 3201.312500
	Iteration 8Q: 3 clusters Score -1781963 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1782412.750000 Penalty: 3201.312500
	Iteration 9Q: 3 clusters Score -1782413 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1782820.125000 Penalty: 3201.312500
	Iteration 10Q: 3 clusters Score -1782820 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1783212.250000 Penalty: 3201.312500
	Iteration 11Q: 3 clusters Score -1783212 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1783609.750000 Penalty: 3201.312500
	Iteration 12Q: 3 clusters Score -1783610 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1783927.875000 Penalty: 3201.312500
	Iteration 13Q: 3 clusters Score -1783928 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1784208.000000 Penalty: 3201.312500
	Iteration 14Q: 3 clusters Score -1784208 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1784406.875000 Penalty: 3201.312500
	Iteration 15Q: 3 clusters Score -1784407 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1784532.125000 Penalty: 3201.312500
	Iteration 16Q: 3 clusters Score -1784532 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1784638.125000 Penalty: 3201.312500
	Iteration 17Q: 3 clusters Score -1784638 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1784727.500000 Penalty: 3201.312500
	Iteration 18Q: 3 clusters Score -1784728 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1784779.500000 Penalty: 3201.312500
	Iteration 19Q: 3 clusters Score -1784780 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1784826.625000 Penalty: 3201.312500
	Iteration 20F: 3 clusters Score -1784827 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1784861.500000 Penalty: 3201.312500
	Iteration 21Q: 3 clusters Score -1784862 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1784908.250000 Penalty: 3201.312500
	Iteration 22Q: 3 clusters Score -1784908 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1784943.375000 Penalty: 3201.312500
	Iteration 23Q: 3 clusters Score -1784943 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1784990.500000 Penalty: 3201.312500
	Iteration 24Q: 3 clusters Score -1784990 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1785032.000000 Penalty: 3201.312500
	Iteration 25Q: 3 clusters Score -1785032 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1785080.000000 Penalty: 3201.312500
	Iteration 26Q: 3 clusters Score -1785080 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1785137.750000 Penalty: 3201.312500
	Iteration 27Q: 3 clusters Score -1785138 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1785194.125000 Penalty: 3201.312500
	Iteration 28Q: 3 clusters Score -1785194 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1785264.125000 Penalty: 3201.312500
	Iteration 29Q: 3 clusters Score -1785264 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1785338.500000 Penalty: 3201.312500
	Iteration 30Q: 3 clusters Score -1785338 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1785403.000000 Penalty: 3201.312500
	Iteration 31Q: 3 clusters Score -1785403 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1785471.000000 Penalty: 3201.312500
	Iteration 32Q: 3 clusters Score -1785471 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1785511.875000 Penalty: 3201.312500
	Iteration 33Q: 3 clusters Score -1785512 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1785562.750000 Penalty: 3201.312500
	Iteration 34Q: 3 clusters Score -1785563 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1785598.625000 Penalty: 3201.312500
	Iteration 35Q: 3 clusters Score -1785599 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1785634.000000 Penalty: 3201.312500
	Iteration 36Q: 3 clusters Score -1785634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1785657.500000 Penalty: 3201.312500
	Iteration 37Q: 3 clusters Score -1785658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1785695.625000 Penalty: 3201.312500
	Iteration 38Q: 3 clusters Score -1785696 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1785714.750000 Penalty: 3201.312500
	Iteration 39Q: 3 clusters Score -1785715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1785754.000000 Penalty: 3201.312500
	Iteration 40F: 3 clusters Score -1785754 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1785793.625000 Penalty: 3201.312500
	Iteration 41Q: 3 clusters Score -1785794 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1785835.000000 Penalty: 3201.312500
	Iteration 42Q: 3 clusters Score -1785835 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1785868.625000 Penalty: 3201.312500
	Iteration 43Q: 3 clusters Score -1785869 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1785911.000000 Penalty: 3201.312500
	Iteration 44Q: 3 clusters Score -1785911 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1785935.875000 Penalty: 3201.312500
	Iteration 45Q: 3 clusters Score -1785936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1785954.500000 Penalty: 3201.312500
	Iteration 46Q: 3 clusters Score -1785954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1785980.875000 Penalty: 3201.312500
	Iteration 47Q: 3 clusters Score -1785981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1785998.875000 Penalty: 3201.312500
	Iteration 48Q: 3 clusters Score -1785999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1786011.500000 Penalty: 3201.312500
	Iteration 49Q: 3 clusters Score -1786012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1786015.250000 Penalty: 3201.312500
	Iteration 50Q: 3 clusters Score -1786015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1786019.750000 Penalty: 3201.312500
	Iteration 51Q: 3 clusters Score -1786020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1786025.250000 Penalty: 3201.312500
	Iteration 52Q: 3 clusters Score -1786025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1786031.750000 Penalty: 3201.312500
	Iteration 53Q: 3 clusters Score -1786032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1786031.000000 Penalty: 3201.312500
	Iteration 54Q: 3 clusters Score -1786031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1786032.875000 Penalty: 3201.312500
	Iteration 55Q: 3 clusters Score -1786033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1786033.125000 Penalty: 3201.312500
	Iteration 56Q: 3 clusters Score -1786033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1786037.250000 Penalty: 3201.312500
	Iteration 57Q: 3 clusters Score -1786037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1786038.250000 Penalty: 3201.312500
	Iteration 58Q: 3 clusters Score -1786038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1786041.500000 Penalty: 3201.312500
	Iteration 59Q: 3 clusters Score -1786042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1786044.000000 Penalty: 3201.312500
	Iteration 60F: 3 clusters Score -1786044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1786047.750000 Penalty: 3201.312500
	Iteration 61Q: 3 clusters Score -1786048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1786049.375000 Penalty: 3201.312500
	Iteration 62Q: 3 clusters Score -1786049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1786052.000000 Penalty: 3201.312500
	Iteration 63Q: 3 clusters Score -1786052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1786051.875000 Penalty: 3201.312500
	Iteration 64Q: 3 clusters Score -1786052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1786056.125000 Penalty: 3201.312500
	Iteration 65Q: 3 clusters Score -1786056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1786055.375000 Penalty: 3201.312500
	Iteration 66Q: 3 clusters Score -1786055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1786059.250000 Penalty: 3201.312500
	Iteration 67Q: 3 clusters Score -1786059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1786059.750000 Penalty: 3201.312500
	Iteration 68Q: 3 clusters Score -1786060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1786060.375000 Penalty: 3201.312500
	Iteration 69Q: 3 clusters Score -1786060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1786061.250000 Penalty: 3201.312500
	Iteration 70Q: 3 clusters Score -1786061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1786059.250000 Penalty: 3201.312500
	Iteration 71Q: 3 clusters Score -1786059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1786061.875000 Penalty: 3201.312500
	Iteration 72Q: 3 clusters Score -1786062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1786061.250000 Penalty: 3201.312500
	Iteration 73Q: 3 clusters Score -1786061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1786061.250000 Penalty: 3201.312500
	Iteration 74F: 3 clusters Score -1786061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Entering Unmasked Estep 
Score: -1018306.125000 Penalty: 1505.349976
	Iteration 0F: 2 clusters Score -1018306 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 5286 members 
Entering Unmasked Estep 
Score: -1010816.875000 Penalty: 3010.699951
	Iteration 0F: 3 clusters Score -1010817 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1013222.375000 Penalty: 3010.699951
	Iteration 1F: 3 clusters Score -1013222 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1013469.187500 Penalty: 3010.699951
	Iteration 2F: 3 clusters Score -1013469 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1013639.375000 Penalty: 3010.699951
	Iteration 3Q: 3 clusters Score -1013639 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1013773.375000 Penalty: 3010.699951
	Iteration 4Q: 3 clusters Score -1013773 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1013871.375000 Penalty: 3010.699951
	Iteration 5Q: 3 clusters Score -1013871 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1013942.125000 Penalty: 3010.699951
	Iteration 6Q: 3 clusters Score -1013942 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1014007.125000 Penalty: 3010.699951
	Iteration 7Q: 3 clusters Score -1014007 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1014062.125000 Penalty: 3010.699951
	Iteration 8Q: 3 clusters Score -1014062 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1014117.062500 Penalty: 3010.699951
	Iteration 9Q: 3 clusters Score -1014117 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1014173.250000 Penalty: 3010.699951
	Iteration 10Q: 3 clusters Score -1014173 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1014220.125000 Penalty: 3010.699951
	Iteration 11Q: 3 clusters Score -1014220 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1014267.000000 Penalty: 3010.699951
	Iteration 12Q: 3 clusters Score -1014267 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1014319.125000 Penalty: 3010.699951
	Iteration 13Q: 3 clusters Score -1014319 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1014376.687500 Penalty: 3010.699951
	Iteration 14Q: 3 clusters Score -1014377 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1014436.812500 Penalty: 3010.699951
	Iteration 15Q: 3 clusters Score -1014437 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1014499.937500 Penalty: 3010.699951
	Iteration 16Q: 3 clusters Score -1014500 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1014569.812500 Penalty: 3010.699951
	Iteration 17Q: 3 clusters Score -1014570 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1014640.437500 Penalty: 3010.699951
	Iteration 18Q: 3 clusters Score -1014640 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1014710.312500 Penalty: 3010.699951
	Iteration 19Q: 3 clusters Score -1014710 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1014807.750000 Penalty: 3010.699951
	Iteration 20F: 3 clusters Score -1014808 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1014924.250000 Penalty: 3010.699951
	Iteration 21Q: 3 clusters Score -1014924 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1015039.937500 Penalty: 3010.699951
	Iteration 22Q: 3 clusters Score -1015040 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1015146.250000 Penalty: 3010.699951
	Iteration 23Q: 3 clusters Score -1015146 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1015248.500000 Penalty: 3010.699951
	Iteration 24Q: 3 clusters Score -1015248 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1015331.937500 Penalty: 3010.699951
	Iteration 25Q: 3 clusters Score -1015332 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1015405.375000 Penalty: 3010.699951
	Iteration 26Q: 3 clusters Score -1015405 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1015461.937500 Penalty: 3010.699951
	Iteration 27Q: 3 clusters Score -1015462 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1015511.875000 Penalty: 3010.699951
	Iteration 28Q: 3 clusters Score -1015512 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1015550.000000 Penalty: 3010.699951
	Iteration 29Q: 3 clusters Score -1015550 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1015578.000000 Penalty: 3010.699951
	Iteration 30Q: 3 clusters Score -1015578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1015603.250000 Penalty: 3010.699951
	Iteration 31Q: 3 clusters Score -1015603 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1015623.875000 Penalty: 3010.699951
	Iteration 32Q: 3 clusters Score -1015624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1015642.125000 Penalty: 3010.699951
	Iteration 33Q: 3 clusters Score -1015642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1015659.687500 Penalty: 3010.699951
	Iteration 34Q: 3 clusters Score -1015660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1015670.750000 Penalty: 3010.699951
	Iteration 35Q: 3 clusters Score -1015671 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1015682.187500 Penalty: 3010.699951
	Iteration 36Q: 3 clusters Score -1015682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1015690.062500 Penalty: 3010.699951
	Iteration 37Q: 3 clusters Score -1015690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1015698.500000 Penalty: 3010.699951
	Iteration 38Q: 3 clusters Score -1015698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1015711.500000 Penalty: 3010.699951
	Iteration 39Q: 3 clusters Score -1015712 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1015725.250000 Penalty: 3010.699951
	Iteration 40F: 3 clusters Score -1015725 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1015746.500000 Penalty: 3010.699951
	Iteration 41Q: 3 clusters Score -1015746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1015761.062500 Penalty: 3010.699951
	Iteration 42Q: 3 clusters Score -1015761 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1015779.062500 Penalty: 3010.699951
	Iteration 43Q: 3 clusters Score -1015779 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1015797.500000 Penalty: 3010.699951
	Iteration 44Q: 3 clusters Score -1015798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1015813.187500 Penalty: 3010.699951
	Iteration 45Q: 3 clusters Score -1015813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1015823.250000 Penalty: 3010.699951
	Iteration 46Q: 3 clusters Score -1015823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1015841.625000 Penalty: 3010.699951
	Iteration 47Q: 3 clusters Score -1015842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1015850.562500 Penalty: 3010.699951
	Iteration 48Q: 3 clusters Score -1015851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1015867.500000 Penalty: 3010.699951
	Iteration 49Q: 3 clusters Score -1015868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1015884.750000 Penalty: 3010.699951
	Iteration 50Q: 3 clusters Score -1015885 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1015905.687500 Penalty: 3010.699951
	Iteration 51Q: 3 clusters Score -1015906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1015926.250000 Penalty: 3010.699951
	Iteration 52Q: 3 clusters Score -1015926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1015946.437500 Penalty: 3010.699951
	Iteration 53Q: 3 clusters Score -1015946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1015963.437500 Penalty: 3010.699951
	Iteration 54Q: 3 clusters Score -1015963 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1015982.062500 Penalty: 3010.699951
	Iteration 55Q: 3 clusters Score -1015982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1016003.125000 Penalty: 3010.699951
	Iteration 56Q: 3 clusters Score -1016003 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1016031.500000 Penalty: 3010.699951
	Iteration 57Q: 3 clusters Score -1016032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1016065.625000 Penalty: 3010.699951
	Iteration 58Q: 3 clusters Score -1016066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1016100.437500 Penalty: 3010.699951
	Iteration 59Q: 3 clusters Score -1016100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1016139.437500 Penalty: 3010.699951
	Iteration 60F: 3 clusters Score -1016139 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1016195.437500 Penalty: 3010.699951
	Iteration 61Q: 3 clusters Score -1016195 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1016265.562500 Penalty: 3010.699951
	Iteration 62Q: 3 clusters Score -1016266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1016338.562500 Penalty: 3010.699951
	Iteration 63Q: 3 clusters Score -1016339 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1016411.937500 Penalty: 3010.699951
	Iteration 64Q: 3 clusters Score -1016412 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1016503.937500 Penalty: 3010.699951
	Iteration 65Q: 3 clusters Score -1016504 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1016591.000000 Penalty: 3010.699951
	Iteration 66Q: 3 clusters Score -1016591 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1016686.312500 Penalty: 3010.699951
	Iteration 67Q: 3 clusters Score -1016686 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1016774.000000 Penalty: 3010.699951
	Iteration 68Q: 3 clusters Score -1016774 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1016844.312500 Penalty: 3010.699951
	Iteration 69Q: 3 clusters Score -1016844 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1016891.687500 Penalty: 3010.699951
	Iteration 70Q: 3 clusters Score -1016892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1016930.500000 Penalty: 3010.699951
	Iteration 71Q: 3 clusters Score -1016930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1016963.812500 Penalty: 3010.699951
	Iteration 72Q: 3 clusters Score -1016964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1016990.125000 Penalty: 3010.699951
	Iteration 73Q: 3 clusters Score -1016990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1017009.500000 Penalty: 3010.699951
	Iteration 74Q: 3 clusters Score -1017010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1017029.625000 Penalty: 3010.699951
	Iteration 75Q: 3 clusters Score -1017030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1017042.250000 Penalty: 3010.699951
	Iteration 76Q: 3 clusters Score -1017042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1017043.875000 Penalty: 3010.699951
	Iteration 77Q: 3 clusters Score -1017044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1017048.250000 Penalty: 3010.699951
	Iteration 78Q: 3 clusters Score -1017048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1017050.875000 Penalty: 3010.699951
	Iteration 79Q: 3 clusters Score -1017051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1017052.000000 Penalty: 3010.699951
	Iteration 80F: 3 clusters Score -1017052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1017055.437500 Penalty: 3010.699951
	Iteration 81Q: 3 clusters Score -1017055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1017059.250000 Penalty: 3010.699951
	Iteration 82Q: 3 clusters Score -1017059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1017063.812500 Penalty: 3010.699951
	Iteration 83Q: 3 clusters Score -1017064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1017064.375000 Penalty: 3010.699951
	Iteration 84Q: 3 clusters Score -1017064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1017064.812500 Penalty: 3010.699951
	Iteration 85Q: 3 clusters Score -1017065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1017068.375000 Penalty: 3010.699951
	Iteration 86Q: 3 clusters Score -1017068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1017069.312500 Penalty: 3010.699951
	Iteration 87Q: 3 clusters Score -1017069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1017070.000000 Penalty: 3010.699951
	Iteration 88Q: 3 clusters Score -1017070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1017070.250000 Penalty: 3010.699951
	Iteration 89Q: 3 clusters Score -1017070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1017071.375000 Penalty: 3010.699951
	Iteration 90Q: 3 clusters Score -1017071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1017071.312500 Penalty: 3010.699951
	Iteration 91Q: 3 clusters Score -1017071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1017071.312500 Penalty: 3010.699951
	Iteration 92F: 3 clusters Score -1017071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Entering Unmasked Estep 
Score: -4375769.500000 Penalty: 1742.237183
	Iteration 0F: 2 clusters Score -4375770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -4345512.500000 Penalty: 3484.474365
	Iteration 0F: 3 clusters Score -4345512 nChanged 21085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4357769.000000 Penalty: 3484.474365
	Iteration 1F: 3 clusters Score -4357769 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4358451.000000 Penalty: 3484.474365
	Iteration 2Q: 3 clusters Score -4358451 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -4359248.000000 Penalty: 3484.474365
	Iteration 3Q: 3 clusters Score -4359248 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -4360355.000000 Penalty: 3484.474365
	Iteration 4F: 3 clusters Score -4360355 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -4361700.000000 Penalty: 3484.474365
	Iteration 5F: 3 clusters Score -4361700 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -4363298.000000 Penalty: 3484.474365
	Iteration 6F: 3 clusters Score -4363298 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4365023.500000 Penalty: 3484.474365
	Iteration 7F: 3 clusters Score -4365024 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -4366750.000000 Penalty: 3484.474365
	Iteration 8F: 3 clusters Score -4366750 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4368493.000000 Penalty: 3484.474365
	Iteration 9F: 3 clusters Score -4368493 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -4370057.000000 Penalty: 3484.474365
	Iteration 10Q: 3 clusters Score -4370057 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -4371396.500000 Penalty: 3484.474365
	Iteration 11Q: 3 clusters Score -4371396 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -4372481.500000 Penalty: 3484.474365
	Iteration 12Q: 3 clusters Score -4372482 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -4373256.500000 Penalty: 3484.474365
	Iteration 13Q: 3 clusters Score -4373256 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -4373694.000000 Penalty: 3484.474365
	Iteration 14Q: 3 clusters Score -4373694 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -4373942.500000 Penalty: 3484.474365
	Iteration 15Q: 3 clusters Score -4373942 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -4374057.000000 Penalty: 3484.474365
	Iteration 16Q: 3 clusters Score -4374057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -4374128.500000 Penalty: 3484.474365
	Iteration 17Q: 3 clusters Score -4374128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -4374173.500000 Penalty: 3484.474365
	Iteration 18Q: 3 clusters Score -4374174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -4374204.000000 Penalty: 3484.474365
	Iteration 19Q: 3 clusters Score -4374204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -4374212.500000 Penalty: 3484.474365
	Iteration 20F: 3 clusters Score -4374212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -4374221.500000 Penalty: 3484.474365
	Iteration 21Q: 3 clusters Score -4374222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -4374232.000000 Penalty: 3484.474365
	Iteration 22Q: 3 clusters Score -4374232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -4374245.000000 Penalty: 3484.474365
	Iteration 23Q: 3 clusters Score -4374245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -4374252.500000 Penalty: 3484.474365
	Iteration 24Q: 3 clusters Score -4374252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -4374263.500000 Penalty: 3484.474365
	Iteration 25Q: 3 clusters Score -4374264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -4374266.500000 Penalty: 3484.474365
	Iteration 26Q: 3 clusters Score -4374266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -4374273.000000 Penalty: 3484.474365
	Iteration 27Q: 3 clusters Score -4374273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -4374271.500000 Penalty: 3484.474365
	Iteration 28Q: 3 clusters Score -4374272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -4374271.500000 Penalty: 3484.474365
	Iteration 29F: 3 clusters Score -4374272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Entering Unmasked Estep 
Score: -1682192.875000 Penalty: 1585.900269
	Iteration 0F: 2 clusters Score -1682193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1670299.375000 Penalty: 3171.800537
	Iteration 0F: 3 clusters Score -1670299 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1674440.375000 Penalty: 3171.800537
	Iteration 1F: 3 clusters Score -1674440 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1674720.125000 Penalty: 3171.800537
	Iteration 2Q: 3 clusters Score -1674720 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1674928.250000 Penalty: 3171.800537
	Iteration 3Q: 3 clusters Score -1674928 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1675160.000000 Penalty: 3171.800537
	Iteration 4Q: 3 clusters Score -1675160 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1675365.375000 Penalty: 3171.800537
	Iteration 5Q: 3 clusters Score -1675365 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1675583.875000 Penalty: 3171.800537
	Iteration 6Q: 3 clusters Score -1675584 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1675878.750000 Penalty: 3171.800537
	Iteration 7Q: 3 clusters Score -1675879 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1676228.375000 Penalty: 3171.800537
	Iteration 8Q: 3 clusters Score -1676228 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1676703.250000 Penalty: 3171.800537
	Iteration 9Q: 3 clusters Score -1676703 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1677264.000000 Penalty: 3171.800537
	Iteration 10Q: 3 clusters Score -1677264 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1677882.125000 Penalty: 3171.800537
	Iteration 11Q: 3 clusters Score -1677882 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1678522.625000 Penalty: 3171.800537
	Iteration 12Q: 3 clusters Score -1678523 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1678999.750000 Penalty: 3171.800537
	Iteration 13Q: 3 clusters Score -1679000 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1679272.875000 Penalty: 3171.800537
	Iteration 14Q: 3 clusters Score -1679273 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1679458.125000 Penalty: 3171.800537
	Iteration 15Q: 3 clusters Score -1679458 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1679585.875000 Penalty: 3171.800537
	Iteration 16Q: 3 clusters Score -1679586 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1679702.375000 Penalty: 3171.800537
	Iteration 17Q: 3 clusters Score -1679702 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1679829.625000 Penalty: 3171.800537
	Iteration 18Q: 3 clusters Score -1679830 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1679941.000000 Penalty: 3171.800537
	Iteration 19Q: 3 clusters Score -1679941 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1680037.875000 Penalty: 3171.800537
	Iteration 20F: 3 clusters Score -1680038 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1680118.500000 Penalty: 3171.800537
	Iteration 21Q: 3 clusters Score -1680118 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1680197.875000 Penalty: 3171.800537
	Iteration 22Q: 3 clusters Score -1680198 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1680265.000000 Penalty: 3171.800537
	Iteration 23Q: 3 clusters Score -1680265 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1680322.375000 Penalty: 3171.800537
	Iteration 24Q: 3 clusters Score -1680322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1680385.375000 Penalty: 3171.800537
	Iteration 25Q: 3 clusters Score -1680385 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1680430.125000 Penalty: 3171.800537
	Iteration 26Q: 3 clusters Score -1680430 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1680478.625000 Penalty: 3171.800537
	Iteration 27Q: 3 clusters Score -1680479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1680512.375000 Penalty: 3171.800537
	Iteration 28Q: 3 clusters Score -1680512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1680552.125000 Penalty: 3171.800537
	Iteration 29Q: 3 clusters Score -1680552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1680589.500000 Penalty: 3171.800537
	Iteration 30Q: 3 clusters Score -1680590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1680621.500000 Penalty: 3171.800537
	Iteration 31Q: 3 clusters Score -1680622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1680638.250000 Penalty: 3171.800537
	Iteration 32Q: 3 clusters Score -1680638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1680667.500000 Penalty: 3171.800537
	Iteration 33Q: 3 clusters Score -1680668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1680694.125000 Penalty: 3171.800537
	Iteration 34Q: 3 clusters Score -1680694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1680715.750000 Penalty: 3171.800537
	Iteration 35Q: 3 clusters Score -1680716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1680729.625000 Penalty: 3171.800537
	Iteration 36Q: 3 clusters Score -1680730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1680745.875000 Penalty: 3171.800537
	Iteration 37Q: 3 clusters Score -1680746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1680760.875000 Penalty: 3171.800537
	Iteration 38Q: 3 clusters Score -1680761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1680777.000000 Penalty: 3171.800537
	Iteration 39Q: 3 clusters Score -1680777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1680789.875000 Penalty: 3171.800537
	Iteration 40F: 3 clusters Score -1680790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1680795.125000 Penalty: 3171.800537
	Iteration 41Q: 3 clusters Score -1680795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1680805.000000 Penalty: 3171.800537
	Iteration 42Q: 3 clusters Score -1680805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1680809.125000 Penalty: 3171.800537
	Iteration 43Q: 3 clusters Score -1680809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1680815.250000 Penalty: 3171.800537
	Iteration 44Q: 3 clusters Score -1680815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1680817.750000 Penalty: 3171.800537
	Iteration 45Q: 3 clusters Score -1680818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1680822.250000 Penalty: 3171.800537
	Iteration 46Q: 3 clusters Score -1680822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1680827.500000 Penalty: 3171.800537
	Iteration 47Q: 3 clusters Score -1680828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1680829.250000 Penalty: 3171.800537
	Iteration 48Q: 3 clusters Score -1680829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1680828.500000 Penalty: 3171.800537
	Iteration 49Q: 3 clusters Score -1680828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1680832.250000 Penalty: 3171.800537
	Iteration 50Q: 3 clusters Score -1680832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1680834.375000 Penalty: 3171.800537
	Iteration 51Q: 3 clusters Score -1680834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1680839.750000 Penalty: 3171.800537
	Iteration 52Q: 3 clusters Score -1680840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1680842.375000 Penalty: 3171.800537
	Iteration 53Q: 3 clusters Score -1680842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1680843.250000 Penalty: 3171.800537
	Iteration 54Q: 3 clusters Score -1680843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1680845.625000 Penalty: 3171.800537
	Iteration 55Q: 3 clusters Score -1680846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1680847.250000 Penalty: 3171.800537
	Iteration 56Q: 3 clusters Score -1680847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1680846.250000 Penalty: 3171.800537
	Iteration 57Q: 3 clusters Score -1680846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1680846.875000 Penalty: 3171.800537
	Iteration 58Q: 3 clusters Score -1680847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1680849.750000 Penalty: 3171.800537
	Iteration 59Q: 3 clusters Score -1680850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1680849.000000 Penalty: 3171.800537
	Iteration 60F: 3 clusters Score -1680849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Entering Unmasked Estep 
Score: -2177001.500000 Penalty: 1628.629761
	Iteration 0F: 2 clusters Score -2177002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2161793.500000 Penalty: 3257.259521
	Iteration 0F: 3 clusters Score -2161794 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2167353.000000 Penalty: 3257.259521
	Iteration 1F: 3 clusters Score -2167353 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2167782.500000 Penalty: 3257.259521
	Iteration 2Q: 3 clusters Score -2167782 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2168236.000000 Penalty: 3257.259521
	Iteration 3Q: 3 clusters Score -2168236 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2168779.250000 Penalty: 3257.259521
	Iteration 4Q: 3 clusters Score -2168779 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2169501.750000 Penalty: 3257.259521
	Iteration 5F: 3 clusters Score -2169502 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2170336.750000 Penalty: 3257.259521
	Iteration 6F: 3 clusters Score -2170337 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2171236.750000 Penalty: 3257.259521
	Iteration 7F: 3 clusters Score -2171237 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2172037.750000 Penalty: 3257.259521
	Iteration 8F: 3 clusters Score -2172038 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2172604.500000 Penalty: 3257.259521
	Iteration 9Q: 3 clusters Score -2172604 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2172885.750000 Penalty: 3257.259521
	Iteration 10Q: 3 clusters Score -2172886 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2173047.250000 Penalty: 3257.259521
	Iteration 11Q: 3 clusters Score -2173047 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2173132.500000 Penalty: 3257.259521
	Iteration 12Q: 3 clusters Score -2173132 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2173203.500000 Penalty: 3257.259521
	Iteration 13Q: 3 clusters Score -2173204 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2173259.250000 Penalty: 3257.259521
	Iteration 14Q: 3 clusters Score -2173259 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2173312.500000 Penalty: 3257.259521
	Iteration 15Q: 3 clusters Score -2173312 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2173346.250000 Penalty: 3257.259521
	Iteration 16Q: 3 clusters Score -2173346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2173377.000000 Penalty: 3257.259521
	Iteration 17Q: 3 clusters Score -2173377 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2173405.000000 Penalty: 3257.259521
	Iteration 18Q: 3 clusters Score -2173405 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2173423.500000 Penalty: 3257.259521
	Iteration 19Q: 3 clusters Score -2173424 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2173432.000000 Penalty: 3257.259521
	Iteration 20F: 3 clusters Score -2173432 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2173445.000000 Penalty: 3257.259521
	Iteration 21Q: 3 clusters Score -2173445 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2173460.000000 Penalty: 3257.259521
	Iteration 22Q: 3 clusters Score -2173460 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2173474.250000 Penalty: 3257.259521
	Iteration 23Q: 3 clusters Score -2173474 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2173480.500000 Penalty: 3257.259521
	Iteration 24Q: 3 clusters Score -2173480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2173490.750000 Penalty: 3257.259521
	Iteration 25Q: 3 clusters Score -2173491 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2173491.500000 Penalty: 3257.259521
	Iteration 26Q: 3 clusters Score -2173492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2173506.000000 Penalty: 3257.259521
	Iteration 27Q: 3 clusters Score -2173506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2173513.500000 Penalty: 3257.259521
	Iteration 28Q: 3 clusters Score -2173514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2173518.250000 Penalty: 3257.259521
	Iteration 29Q: 3 clusters Score -2173518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2173515.250000 Penalty: 3257.259521
	Iteration 30Q: 3 clusters Score -2173515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2173520.500000 Penalty: 3257.259521
	Iteration 31Q: 3 clusters Score -2173520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2173522.750000 Penalty: 3257.259521
	Iteration 32Q: 3 clusters Score -2173523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2173524.500000 Penalty: 3257.259521
	Iteration 33Q: 3 clusters Score -2173524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2173524.000000 Penalty: 3257.259521
	Iteration 34Q: 3 clusters Score -2173524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2173523.750000 Penalty: 3257.259521
	Iteration 35Q: 3 clusters Score -2173524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2173529.250000 Penalty: 3257.259521
	Iteration 36Q: 3 clusters Score -2173529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2173528.000000 Penalty: 3257.259521
	Iteration 37Q: 3 clusters Score -2173528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2173531.250000 Penalty: 3257.259521
	Iteration 38Q: 3 clusters Score -2173531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2173533.500000 Penalty: 3257.259521
	Iteration 39Q: 3 clusters Score -2173534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2173536.500000 Penalty: 3257.259521
	Iteration 40F: 3 clusters Score -2173536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2173537.500000 Penalty: 3257.259521
	Iteration 41Q: 3 clusters Score -2173538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2173543.250000 Penalty: 3257.259521
	Iteration 42Q: 3 clusters Score -2173543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2173536.250000 Penalty: 3257.259521
	Iteration 43Q: 3 clusters Score -2173536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2173536.000000 Penalty: 3257.259521
	Iteration 44Q: 3 clusters Score -2173536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2173531.000000 Penalty: 3257.259521
	Iteration 45Q: 3 clusters Score -2173531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2173544.250000 Penalty: 3257.259521
	Iteration 46Q: 3 clusters Score -2173544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2173539.750000 Penalty: 3257.259521
	Iteration 47Q: 3 clusters Score -2173540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2173542.500000 Penalty: 3257.259521
	Iteration 48Q: 3 clusters Score -2173542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2173542.750000 Penalty: 3257.259521
	Iteration 49Q: 3 clusters Score -2173543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2173541.250000 Penalty: 3257.259521
	Iteration 50Q: 3 clusters Score -2173541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2173543.000000 Penalty: 3257.259521
	Iteration 51Q: 3 clusters Score -2173543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2173540.250000 Penalty: 3257.259521
	Iteration 52Q: 3 clusters Score -2173540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2173539.750000 Penalty: 3257.259521
	Iteration 53Q: 3 clusters Score -2173540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2173541.000000 Penalty: 3257.259521
	Iteration 54Q: 3 clusters Score -2173541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2173540.000000 Penalty: 3257.259521
	Iteration 55Q: 3 clusters Score -2173540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2173537.250000 Penalty: 3257.259521
	Iteration 56Q: 3 clusters Score -2173537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2173540.250000 Penalty: 3257.259521
	Iteration 57Q: 3 clusters Score -2173540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2173542.750000 Penalty: 3257.259521
	Iteration 58Q: 3 clusters Score -2173543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2173541.750000 Penalty: 3257.259521
	Iteration 59Q: 3 clusters Score -2173542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2173537.250000 Penalty: 3257.259521
	Iteration 60F: 3 clusters Score -2173537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2173539.000000 Penalty: 3257.259521
	Iteration 61Q: 3 clusters Score -2173539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2173541.750000 Penalty: 3257.259521
	Iteration 62Q: 3 clusters Score -2173542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2173541.750000 Penalty: 3257.259521
	Iteration 63F: 3 clusters Score -2173542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -8760.243164 Penalty: 776.607544
	Iteration 0F: 2 clusters Score -8760.243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8132.048340 Penalty: 1553.215088
	Iteration 0F: 3 clusters Score -8132.048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8163.750000 Penalty: 1553.215088
	Iteration 1F: 3 clusters Score -8163.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8178.939941 Penalty: 1553.215088
	Iteration 2Q: 3 clusters Score -8178.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8185.340820 Penalty: 1553.215088
	Iteration 3Q: 3 clusters Score -8185.341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8185.340820 Penalty: 1553.215088
	Iteration 4F: 3 clusters Score -8185.341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Entering Unmasked Estep 
Score: -1732261.625000 Penalty: 1596.630371
	Iteration 0F: 2 clusters Score -1732262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1719562.125000 Penalty: 3193.260742
	Iteration 0F: 3 clusters Score -1719562 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1724200.875000 Penalty: 3193.260742
	Iteration 1F: 3 clusters Score -1724201 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1724540.000000 Penalty: 3193.260742
	Iteration 2F: 3 clusters Score -1724540 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1724880.125000 Penalty: 3193.260742
	Iteration 3Q: 3 clusters Score -1724880 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1725298.500000 Penalty: 3193.260742
	Iteration 4Q: 3 clusters Score -1725298 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1725835.750000 Penalty: 3193.260742
	Iteration 5F: 3 clusters Score -1725836 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1726562.375000 Penalty: 3193.260742
	Iteration 6F: 3 clusters Score -1726562 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1727398.500000 Penalty: 3193.260742
	Iteration 7F: 3 clusters Score -1727398 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1728348.500000 Penalty: 3193.260742
	Iteration 8F: 3 clusters Score -1728348 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1729110.750000 Penalty: 3193.260742
	Iteration 9Q: 3 clusters Score -1729111 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1729636.875000 Penalty: 3193.260742
	Iteration 10Q: 3 clusters Score -1729637 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1729977.125000 Penalty: 3193.260742
	Iteration 11Q: 3 clusters Score -1729977 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1730253.125000 Penalty: 3193.260742
	Iteration 12Q: 3 clusters Score -1730253 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1730409.500000 Penalty: 3193.260742
	Iteration 13Q: 3 clusters Score -1730410 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1730535.625000 Penalty: 3193.260742
	Iteration 14Q: 3 clusters Score -1730536 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1730628.875000 Penalty: 3193.260742
	Iteration 15Q: 3 clusters Score -1730629 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1730690.375000 Penalty: 3193.260742
	Iteration 16Q: 3 clusters Score -1730690 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1730755.125000 Penalty: 3193.260742
	Iteration 17Q: 3 clusters Score -1730755 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1730797.000000 Penalty: 3193.260742
	Iteration 18Q: 3 clusters Score -1730797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1730823.875000 Penalty: 3193.260742
	Iteration 19Q: 3 clusters Score -1730824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1730844.250000 Penalty: 3193.260742
	Iteration 20F: 3 clusters Score -1730844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1730867.125000 Penalty: 3193.260742
	Iteration 21Q: 3 clusters Score -1730867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1730882.500000 Penalty: 3193.260742
	Iteration 22Q: 3 clusters Score -1730882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1730902.000000 Penalty: 3193.260742
	Iteration 23Q: 3 clusters Score -1730902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1730920.125000 Penalty: 3193.260742
	Iteration 24Q: 3 clusters Score -1730920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1730941.375000 Penalty: 3193.260742
	Iteration 25Q: 3 clusters Score -1730941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1730953.000000 Penalty: 3193.260742
	Iteration 26Q: 3 clusters Score -1730953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1730968.250000 Penalty: 3193.260742
	Iteration 27Q: 3 clusters Score -1730968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1730972.125000 Penalty: 3193.260742
	Iteration 28Q: 3 clusters Score -1730972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1730980.250000 Penalty: 3193.260742
	Iteration 29Q: 3 clusters Score -1730980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1730988.750000 Penalty: 3193.260742
	Iteration 30Q: 3 clusters Score -1730989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1730991.875000 Penalty: 3193.260742
	Iteration 31Q: 3 clusters Score -1730992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1730998.875000 Penalty: 3193.260742
	Iteration 32Q: 3 clusters Score -1730999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1731004.375000 Penalty: 3193.260742
	Iteration 33Q: 3 clusters Score -1731004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1731003.375000 Penalty: 3193.260742
	Iteration 34Q: 3 clusters Score -1731003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1731004.875000 Penalty: 3193.260742
	Iteration 35Q: 3 clusters Score -1731005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1731004.875000 Penalty: 3193.260742
	Iteration 36Q: 3 clusters Score -1731005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1731005.500000 Penalty: 3193.260742
	Iteration 37Q: 3 clusters Score -1731006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1731005.500000 Penalty: 3193.260742
	Iteration 38F: 3 clusters Score -1731006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -568045.750000 Penalty: 1412.283936
	Iteration 0F: 2 clusters Score -568045.8 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 3000 members 
Entering Unmasked Estep 
Score: -563472.687500 Penalty: 2824.567871
	Iteration 0F: 3 clusters Score -563472.7 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -564762.312500 Penalty: 2824.567871
	Iteration 1F: 3 clusters Score -564762.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -564952.250000 Penalty: 2824.567871
	Iteration 2F: 3 clusters Score -564952.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -565075.187500 Penalty: 2824.567871
	Iteration 3Q: 3 clusters Score -565075.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -565153.000000 Penalty: 2824.567871
	Iteration 4Q: 3 clusters Score -565153 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -565218.625000 Penalty: 2824.567871
	Iteration 5Q: 3 clusters Score -565218.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -565285.187500 Penalty: 2824.567871
	Iteration 6Q: 3 clusters Score -565285.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -565343.125000 Penalty: 2824.567871
	Iteration 7Q: 3 clusters Score -565343.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -565398.375000 Penalty: 2824.567871
	Iteration 8Q: 3 clusters Score -565398.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -565452.750000 Penalty: 2824.567871
	Iteration 9Q: 3 clusters Score -565452.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -565518.937500 Penalty: 2824.567871
	Iteration 10Q: 3 clusters Score -565518.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -565610.937500 Penalty: 2824.567871
	Iteration 11Q: 3 clusters Score -565610.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -565700.375000 Penalty: 2824.567871
	Iteration 12Q: 3 clusters Score -565700.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -565795.187500 Penalty: 2824.567871
	Iteration 13Q: 3 clusters Score -565795.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -565918.187500 Penalty: 2824.567871
	Iteration 14Q: 3 clusters Score -565918.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -566039.812500 Penalty: 2824.567871
	Iteration 15Q: 3 clusters Score -566039.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -566166.437500 Penalty: 2824.567871
	Iteration 16Q: 3 clusters Score -566166.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -566290.875000 Penalty: 2824.567871
	Iteration 17Q: 3 clusters Score -566290.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -566389.812500 Penalty: 2824.567871
	Iteration 18Q: 3 clusters Score -566389.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -566468.437500 Penalty: 2824.567871
	Iteration 19Q: 3 clusters Score -566468.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -566539.125000 Penalty: 2824.567871
	Iteration 20F: 3 clusters Score -566539.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -566603.625000 Penalty: 2824.567871
	Iteration 21Q: 3 clusters Score -566603.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -566649.687500 Penalty: 2824.567871
	Iteration 22Q: 3 clusters Score -566649.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -566690.250000 Penalty: 2824.567871
	Iteration 23Q: 3 clusters Score -566690.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -566721.312500 Penalty: 2824.567871
	Iteration 24Q: 3 clusters Score -566721.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -566750.437500 Penalty: 2824.567871
	Iteration 25Q: 3 clusters Score -566750.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -566766.437500 Penalty: 2824.567871
	Iteration 26Q: 3 clusters Score -566766.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -566778.750000 Penalty: 2824.567871
	Iteration 27Q: 3 clusters Score -566778.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -566792.000000 Penalty: 2824.567871
	Iteration 28Q: 3 clusters Score -566792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -566798.000000 Penalty: 2824.567871
	Iteration 29Q: 3 clusters Score -566798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -566807.937500 Penalty: 2824.567871
	Iteration 30Q: 3 clusters Score -566807.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -566816.187500 Penalty: 2824.567871
	Iteration 31Q: 3 clusters Score -566816.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -566824.562500 Penalty: 2824.567871
	Iteration 32Q: 3 clusters Score -566824.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -566829.437500 Penalty: 2824.567871
	Iteration 33Q: 3 clusters Score -566829.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -566837.062500 Penalty: 2824.567871
	Iteration 34Q: 3 clusters Score -566837.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -566843.250000 Penalty: 2824.567871
	Iteration 35Q: 3 clusters Score -566843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -566844.750000 Penalty: 2824.567871
	Iteration 36Q: 3 clusters Score -566844.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -566848.875000 Penalty: 2824.567871
	Iteration 37Q: 3 clusters Score -566848.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -566850.875000 Penalty: 2824.567871
	Iteration 38Q: 3 clusters Score -566850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -566852.625000 Penalty: 2824.567871
	Iteration 39Q: 3 clusters Score -566852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -566853.687500 Penalty: 2824.567871
	Iteration 40F: 3 clusters Score -566853.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (77538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77538 members 
Entering Unmasked Estep 
Score: -7414584.000000 Penalty: 1829.510010
	Iteration 0F: 2 clusters Score -7414584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -7362660.000000 Penalty: 3659.020020
	Iteration 0F: 3 clusters Score -7362660 nChanged 36954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -7383973.500000 Penalty: 3659.020020
	Iteration 1F: 3 clusters Score -7383974 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -7384712.000000 Penalty: 3659.020020
	Iteration 2Q: 3 clusters Score -7384712 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -7385552.000000 Penalty: 3659.020020
	Iteration 3Q: 3 clusters Score -7385552 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -7386628.500000 Penalty: 3659.020020
	Iteration 4Q: 3 clusters Score -7386628 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -7388024.000000 Penalty: 3659.020020
	Iteration 5Q: 3 clusters Score -7388024 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -7390282.000000 Penalty: 3659.020020
	Iteration 6F: 3 clusters Score -7390282 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -7393276.500000 Penalty: 3659.020020
	Iteration 7F: 3 clusters Score -7393276 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -7397073.000000 Penalty: 3659.020020
	Iteration 8F: 3 clusters Score -7397073 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -7401271.500000 Penalty: 3659.020020
	Iteration 9F: 3 clusters Score -7401272 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -7405041.000000 Penalty: 3659.020020
	Iteration 10F: 3 clusters Score -7405041 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -7407861.500000 Penalty: 3659.020020
	Iteration 11Q: 3 clusters Score -7407862 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -7409856.500000 Penalty: 3659.020020
	Iteration 12Q: 3 clusters Score -7409856 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -7411187.000000 Penalty: 3659.020020
	Iteration 13Q: 3 clusters Score -7411187 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -7412073.000000 Penalty: 3659.020020
	Iteration 14Q: 3 clusters Score -7412073 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -7412664.500000 Penalty: 3659.020020
	Iteration 15Q: 3 clusters Score -7412664 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -7412981.500000 Penalty: 3659.020020
	Iteration 16Q: 3 clusters Score -7412982 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73261 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -7413159.500000 Penalty: 3659.020020
	Iteration 17Q: 3 clusters Score -7413160 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -7413309.000000 Penalty: 3659.020020
	Iteration 18Q: 3 clusters Score -7413309 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73700 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -7413359.000000 Penalty: 3659.020020
	Iteration 19Q: 3 clusters Score -7413359 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -7413405.500000 Penalty: 3659.020020
	Iteration 20F: 3 clusters Score -7413406 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -7413459.000000 Penalty: 3659.020020
	Iteration 21Q: 3 clusters Score -7413459 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -7413465.000000 Penalty: 3659.020020
	Iteration 22Q: 3 clusters Score -7413465 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -7413504.500000 Penalty: 3659.020020
	Iteration 23Q: 3 clusters Score -7413504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -7413534.500000 Penalty: 3659.020020
	Iteration 24Q: 3 clusters Score -7413534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7413531.000000 Penalty: 3659.020020
	Iteration 25Q: 3 clusters Score -7413531 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74410 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7413538.000000 Penalty: 3659.020020
	Iteration 26Q: 3 clusters Score -7413538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74453 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7413555.500000 Penalty: 3659.020020
	Iteration 27Q: 3 clusters Score -7413556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74497 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7413562.000000 Penalty: 3659.020020
	Iteration 28Q: 3 clusters Score -7413562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7413587.000000 Penalty: 3659.020020
	Iteration 29Q: 3 clusters Score -7413587 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7413600.500000 Penalty: 3659.020020
	Iteration 30Q: 3 clusters Score -7413600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -7413595.500000 Penalty: 3659.020020
	Iteration 31Q: 3 clusters Score -7413596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7413592.500000 Penalty: 3659.020020
	Iteration 32Q: 3 clusters Score -7413592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -7413593.500000 Penalty: 3659.020020
	Iteration 33Q: 3 clusters Score -7413594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7413595.500000 Penalty: 3659.020020
	Iteration 34Q: 3 clusters Score -7413596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -7413597.500000 Penalty: 3659.020020
	Iteration 35Q: 3 clusters Score -7413598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7413608.000000 Penalty: 3659.020020
	Iteration 36Q: 3 clusters Score -7413608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7413598.500000 Penalty: 3659.020020
	Iteration 37Q: 3 clusters Score -7413598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -7413616.500000 Penalty: 3659.020020
	Iteration 38Q: 3 clusters Score -7413616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7413610.000000 Penalty: 3659.020020
	Iteration 39Q: 3 clusters Score -7413610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -7413614.500000 Penalty: 3659.020020
	Iteration 40F: 3 clusters Score -7413614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7413616.000000 Penalty: 3659.020020
	Iteration 41Q: 3 clusters Score -7413616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -7413616.500000 Penalty: 3659.020020
	Iteration 42Q: 3 clusters Score -7413616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -7413619.000000 Penalty: 3659.020020
	Iteration 43Q: 3 clusters Score -7413619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -7413620.500000 Penalty: 3659.020020
	Iteration 44Q: 3 clusters Score -7413620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7413619.000000 Penalty: 3659.020020
	Iteration 45Q: 3 clusters Score -7413619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -7413615.500000 Penalty: 3659.020020
	Iteration 46Q: 3 clusters Score -7413616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7413613.000000 Penalty: 3659.020020
	Iteration 47Q: 3 clusters Score -7413613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7413613.000000 Penalty: 3659.020020
	Iteration 48F: 3 clusters Score -7413613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 5188 members 
Mstep: Class 4 contains 124973 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 6800 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 12527 members 
Mstep: Class 11 contains 24712 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 42589 members 
Mstep: Class 14 contains 14151 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 18962 members 
Mstep: Class 17 contains 10548 members 
Mstep: Class 18 contains 45318 members 
Mstep: Class 19 contains 17316 members 
Mstep: Class 20 contains 22524 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18498 members 
Mstep: Class 23 contains 5949 members 
Mstep: Class 24 contains 77538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829088.000000 Penalty: 51025.902344
Iteration 79Q: 25 clusters Score -4.482909e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 5188 members 
Mstep: Class 4 contains 124956 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 13193 members 
Mstep: Class 7 contains 6820 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 2845 members 
Mstep: Class 10 contains 12523 members 
Mstep: Class 11 contains 24718 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 42564 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 18924 members 
Mstep: Class 17 contains 10572 members 
Mstep: Class 18 contains 45246 members 
Mstep: Class 19 contains 17469 members 
Mstep: Class 20 contains 22541 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18512 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 77413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829128.000000 Penalty: 51025.902344
Iteration 80F: 25 clusters Score -4.482913e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 5188 members 
Mstep: Class 4 contains 124940 members 
Mstep: Class 5 contains 6032 members 
Mstep: Class 6 contains 13188 members 
Mstep: Class 7 contains 6839 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 12516 members 
Mstep: Class 11 contains 24722 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 42555 members 
Mstep: Class 14 contains 14251 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 18902 members 
Mstep: Class 17 contains 10587 members 
Mstep: Class 18 contains 45189 members 
Mstep: Class 19 contains 17603 members 
Mstep: Class 20 contains 22554 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18524 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 77289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829168.000000 Penalty: 51025.902344
Iteration 81Q: 25 clusters Score -4.482917e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1242 members 
Mstep: Class 3 contains 5184 members 
Mstep: Class 4 contains 124927 members 
Mstep: Class 5 contains 6045 members 
Mstep: Class 6 contains 13190 members 
Mstep: Class 7 contains 6849 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 2843 members 
Mstep: Class 10 contains 12513 members 
Mstep: Class 11 contains 24722 members 
Mstep: Class 12 contains 1934 members 
Mstep: Class 13 contains 42550 members 
Mstep: Class 14 contains 14279 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 18885 members 
Mstep: Class 17 contains 10602 members 
Mstep: Class 18 contains 45136 members 
Mstep: Class 19 contains 17722 members 
Mstep: Class 20 contains 22583 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18532 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 77163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829112.000000 Penalty: 51025.902344
Iteration 82Q: 25 clusters Score -4.482911e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 5184 members 
Mstep: Class 4 contains 124916 members 
Mstep: Class 5 contains 6053 members 
Mstep: Class 6 contains 13185 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 12506 members 
Mstep: Class 11 contains 24719 members 
Mstep: Class 12 contains 1934 members 
Mstep: Class 13 contains 42552 members 
Mstep: Class 14 contains 14302 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 18876 members 
Mstep: Class 17 contains 10616 members 
Mstep: Class 18 contains 45067 members 
Mstep: Class 19 contains 17834 members 
Mstep: Class 20 contains 22593 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18543 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 77083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829176.000000 Penalty: 51025.902344
Iteration 83Q: 25 clusters Score -4.482918e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 5178 members 
Mstep: Class 4 contains 124910 members 
Mstep: Class 5 contains 6058 members 
Mstep: Class 6 contains 13180 members 
Mstep: Class 7 contains 6870 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 12500 members 
Mstep: Class 11 contains 24720 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 42548 members 
Mstep: Class 14 contains 14321 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 18869 members 
Mstep: Class 17 contains 10625 members 
Mstep: Class 18 contains 45008 members 
Mstep: Class 19 contains 17943 members 
Mstep: Class 20 contains 22605 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18555 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 77009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829100.000000 Penalty: 51025.902344
Iteration 84Q: 25 clusters Score -4.48291e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 124905 members 
Mstep: Class 5 contains 6064 members 
Mstep: Class 6 contains 13177 members 
Mstep: Class 7 contains 6878 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 2843 members 
Mstep: Class 10 contains 12491 members 
Mstep: Class 11 contains 24726 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 42540 members 
Mstep: Class 14 contains 14344 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 18864 members 
Mstep: Class 17 contains 10631 members 
Mstep: Class 18 contains 44954 members 
Mstep: Class 19 contains 18066 members 
Mstep: Class 20 contains 22617 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18564 members 
Mstep: Class 23 contains 5909 members 
Mstep: Class 24 contains 76914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829132.000000 Penalty: 51025.902344
Iteration 85Q: 25 clusters Score -4.482913e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 5179 members 
Mstep: Class 4 contains 124902 members 
Mstep: Class 5 contains 6066 members 
Mstep: Class 6 contains 13174 members 
Mstep: Class 7 contains 6885 members 
Mstep: Class 8 contains 4096 members 
Mstep: Class 9 contains 2842 members 
Mstep: Class 10 contains 12485 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 42523 members 
Mstep: Class 14 contains 14369 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 18857 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 44906 members 
Mstep: Class 19 contains 18182 members 
Mstep: Class 20 contains 22625 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18571 members 
Mstep: Class 23 contains 5901 members 
Mstep: Class 24 contains 76837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829112.000000 Penalty: 51025.902344
Iteration 86Q: 25 clusters Score -4.482911e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 5183 members 
Mstep: Class 4 contains 124901 members 
Mstep: Class 5 contains 6066 members 
Mstep: Class 6 contains 13164 members 
Mstep: Class 7 contains 6899 members 
Mstep: Class 8 contains 4093 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 12480 members 
Mstep: Class 11 contains 24732 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 42518 members 
Mstep: Class 14 contains 14384 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 18846 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 44862 members 
Mstep: Class 19 contains 18289 members 
Mstep: Class 20 contains 22635 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18578 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 76767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829120.000000 Penalty: 51025.902344
Iteration 87Q: 25 clusters Score -4.482912e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 5185 members 
Mstep: Class 4 contains 124898 members 
Mstep: Class 5 contains 6066 members 
Mstep: Class 6 contains 13155 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 2839 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 42514 members 
Mstep: Class 14 contains 14396 members 
Mstep: Class 15 contains 1567 members 
Mstep: Class 16 contains 18838 members 
Mstep: Class 17 contains 10640 members 
Mstep: Class 18 contains 44821 members 
Mstep: Class 19 contains 18384 members 
Mstep: Class 20 contains 22650 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18585 members 
Mstep: Class 23 contains 5879 members 
Mstep: Class 24 contains 76700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829136.000000 Penalty: 51025.902344
Iteration 88Q: 25 clusters Score -4.482914e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 5184 members 
Mstep: Class 4 contains 124895 members 
Mstep: Class 5 contains 6065 members 
Mstep: Class 6 contains 13150 members 
Mstep: Class 7 contains 6921 members 
Mstep: Class 8 contains 4091 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 12480 members 
Mstep: Class 11 contains 24731 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 42513 members 
Mstep: Class 14 contains 14407 members 
Mstep: Class 15 contains 1569 members 
Mstep: Class 16 contains 18833 members 
Mstep: Class 17 contains 10640 members 
Mstep: Class 18 contains 44799 members 
Mstep: Class 19 contains 18456 members 
Mstep: Class 20 contains 22659 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18591 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 76637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829136.000000 Penalty: 51025.902344
Iteration 89Q: 25 clusters Score -4.482914e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 5186 members 
Mstep: Class 4 contains 124892 members 
Mstep: Class 5 contains 6067 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 6926 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 12480 members 
Mstep: Class 11 contains 24735 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 42516 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 1570 members 
Mstep: Class 16 contains 18827 members 
Mstep: Class 17 contains 10641 members 
Mstep: Class 18 contains 44766 members 
Mstep: Class 19 contains 18510 members 
Mstep: Class 20 contains 22673 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18598 members 
Mstep: Class 23 contains 5861 members 
Mstep: Class 24 contains 76587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829152.000000 Penalty: 51025.902344
Iteration 90Q: 25 clusters Score -4.482915e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 5184 members 
Mstep: Class 4 contains 124892 members 
Mstep: Class 5 contains 6068 members 
Mstep: Class 6 contains 13147 members 
Mstep: Class 7 contains 6929 members 
Mstep: Class 8 contains 4088 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 12479 members 
Mstep: Class 11 contains 24740 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 42515 members 
Mstep: Class 14 contains 14426 members 
Mstep: Class 15 contains 1571 members 
Mstep: Class 16 contains 18821 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 18 contains 44744 members 
Mstep: Class 19 contains 18569 members 
Mstep: Class 20 contains 22685 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18603 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 76534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829100.000000 Penalty: 51025.902344
Iteration 91Q: 25 clusters Score -4.48291e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 5183 members 
Mstep: Class 4 contains 124890 members 
Mstep: Class 5 contains 6069 members 
Mstep: Class 6 contains 13146 members 
Mstep: Class 7 contains 6932 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 12479 members 
Mstep: Class 11 contains 24740 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 42519 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 1571 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 17 contains 10646 members 
Mstep: Class 18 contains 44720 members 
Mstep: Class 19 contains 18615 members 
Mstep: Class 20 contains 22694 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18611 members 
Mstep: Class 23 contains 5838 members 
Mstep: Class 24 contains 76494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829176.000000 Penalty: 51025.902344
Iteration 92Q: 25 clusters Score -4.482918e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 5181 members 
Mstep: Class 4 contains 124889 members 
Mstep: Class 5 contains 6068 members 
Mstep: Class 6 contains 13144 members 
Mstep: Class 7 contains 6935 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 12479 members 
Mstep: Class 11 contains 24740 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 42521 members 
Mstep: Class 14 contains 14447 members 
Mstep: Class 15 contains 1571 members 
Mstep: Class 16 contains 18814 members 
Mstep: Class 17 contains 10650 members 
Mstep: Class 18 contains 44695 members 
Mstep: Class 19 contains 18667 members 
Mstep: Class 20 contains 22707 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18613 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 76445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829132.000000 Penalty: 51025.902344
Iteration 93Q: 25 clusters Score -4.482913e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1236 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 124886 members 
Mstep: Class 5 contains 6069 members 
Mstep: Class 6 contains 13144 members 
Mstep: Class 7 contains 6938 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 12480 members 
Mstep: Class 11 contains 24740 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 42522 members 
Mstep: Class 14 contains 14455 members 
Mstep: Class 15 contains 1571 members 
Mstep: Class 16 contains 18808 members 
Mstep: Class 17 contains 10654 members 
Mstep: Class 18 contains 44673 members 
Mstep: Class 19 contains 18713 members 
Mstep: Class 20 contains 22720 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18621 members 
Mstep: Class 23 contains 5828 members 
Mstep: Class 24 contains 76397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829124.000000 Penalty: 51025.902344
Iteration 94Q: 25 clusters Score -4.482912e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5183 members 
Mstep: Class 4 contains 124885 members 
Mstep: Class 5 contains 6072 members 
Mstep: Class 6 contains 13144 members 
Mstep: Class 7 contains 6940 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 2839 members 
Mstep: Class 10 contains 12477 members 
Mstep: Class 11 contains 24742 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 42517 members 
Mstep: Class 14 contains 14458 members 
Mstep: Class 15 contains 1572 members 
Mstep: Class 16 contains 18812 members 
Mstep: Class 17 contains 10656 members 
Mstep: Class 18 contains 44648 members 
Mstep: Class 19 contains 18762 members 
Mstep: Class 20 contains 22731 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18629 members 
Mstep: Class 23 contains 5822 members 
Mstep: Class 24 contains 76353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829092.000000 Penalty: 51025.902344
Iteration 95Q: 25 clusters Score -4.482909e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 5183 members 
Mstep: Class 4 contains 124884 members 
Mstep: Class 5 contains 6075 members 
Mstep: Class 6 contains 13143 members 
Mstep: Class 7 contains 6943 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12476 members 
Mstep: Class 11 contains 24743 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 42522 members 
Mstep: Class 14 contains 14462 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 18821 members 
Mstep: Class 17 contains 10655 members 
Mstep: Class 18 contains 44627 members 
Mstep: Class 19 contains 18812 members 
Mstep: Class 20 contains 22749 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18635 members 
Mstep: Class 23 contains 5812 members 
Mstep: Class 24 contains 76289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829092.000000 Penalty: 51025.902344
Iteration 96Q: 25 clusters Score -4.482909e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 5181 members 
Mstep: Class 4 contains 124884 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 13142 members 
Mstep: Class 7 contains 6945 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12475 members 
Mstep: Class 11 contains 24743 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 42531 members 
Mstep: Class 14 contains 14465 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 18823 members 
Mstep: Class 17 contains 10655 members 
Mstep: Class 18 contains 44609 members 
Mstep: Class 19 contains 18854 members 
Mstep: Class 20 contains 22761 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18636 members 
Mstep: Class 23 contains 5805 members 
Mstep: Class 24 contains 76243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829128.000000 Penalty: 51025.902344
Iteration 97Q: 25 clusters Score -4.482913e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 5179 members 
Mstep: Class 4 contains 124885 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 13139 members 
Mstep: Class 7 contains 6948 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24742 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 42530 members 
Mstep: Class 14 contains 14468 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 18831 members 
Mstep: Class 17 contains 10662 members 
Mstep: Class 18 contains 44594 members 
Mstep: Class 19 contains 18890 members 
Mstep: Class 20 contains 22776 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18641 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 76198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829192.000000 Penalty: 51025.902344
Iteration 98Q: 25 clusters Score -4.482919e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 5180 members 
Mstep: Class 4 contains 124884 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 13136 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24744 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 42529 members 
Mstep: Class 14 contains 14471 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 18833 members 
Mstep: Class 17 contains 10667 members 
Mstep: Class 18 contains 44588 members 
Mstep: Class 19 contains 18934 members 
Mstep: Class 20 contains 22797 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18644 members 
Mstep: Class 23 contains 5788 members 
Mstep: Class 24 contains 76133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829180.000000 Penalty: 51025.902344
Iteration 99Q: 25 clusters Score -4.482918e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 5179 members 
Mstep: Class 4 contains 124883 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 13131 members 
Mstep: Class 7 contains 6957 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12473 members 
Mstep: Class 11 contains 24741 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 42528 members 
Mstep: Class 14 contains 14478 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 18836 members 
Mstep: Class 17 contains 10672 members 
Mstep: Class 18 contains 44580 members 
Mstep: Class 19 contains 18974 members 
Mstep: Class 20 contains 22809 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18645 members 
Mstep: Class 23 contains 5779 members 
Mstep: Class 24 contains 76091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829188.000000 Penalty: 51025.902344
Iteration 100F: 25 clusters Score -4.482919e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 124883 members 
Mstep: Class 5 contains 6079 members 
Mstep: Class 6 contains 13129 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 4081 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12472 members 
Mstep: Class 11 contains 24740 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 42526 members 
Mstep: Class 14 contains 14482 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 18836 members 
Mstep: Class 17 contains 10674 members 
Mstep: Class 18 contains 44570 members 
Mstep: Class 19 contains 19033 members 
Mstep: Class 20 contains 22819 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18648 members 
Mstep: Class 23 contains 5774 members 
Mstep: Class 24 contains 76034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829192.000000 Penalty: 51025.902344
Iteration 101Q: 25 clusters Score -4.482919e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 5179 members 
Mstep: Class 4 contains 124884 members 
Mstep: Class 5 contains 6079 members 
Mstep: Class 6 contains 13128 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 4081 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12472 members 
Mstep: Class 11 contains 24741 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 42525 members 
Mstep: Class 14 contains 14489 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 18838 members 
Mstep: Class 17 contains 10674 members 
Mstep: Class 18 contains 44546 members 
Mstep: Class 19 contains 19098 members 
Mstep: Class 20 contains 22831 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18652 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 75971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829176.000000 Penalty: 51025.902344
Iteration 102Q: 25 clusters Score -4.482918e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 124884 members 
Mstep: Class 5 contains 6079 members 
Mstep: Class 6 contains 13127 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12473 members 
Mstep: Class 11 contains 24741 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 42527 members 
Mstep: Class 14 contains 14493 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 18834 members 
Mstep: Class 17 contains 10674 members 
Mstep: Class 18 contains 44525 members 
Mstep: Class 19 contains 19165 members 
Mstep: Class 20 contains 22846 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18660 members 
Mstep: Class 23 contains 5760 members 
Mstep: Class 24 contains 75909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829132.000000 Penalty: 51025.902344
Iteration 103Q: 25 clusters Score -4.482913e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 5173 members 
Mstep: Class 4 contains 124884 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 13128 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12472 members 
Mstep: Class 11 contains 24742 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 42530 members 
Mstep: Class 14 contains 14495 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 18838 members 
Mstep: Class 17 contains 10677 members 
Mstep: Class 18 contains 44499 members 
Mstep: Class 19 contains 19222 members 
Mstep: Class 20 contains 22864 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18668 members 
Mstep: Class 23 contains 5758 members 
Mstep: Class 24 contains 75841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829168.000000 Penalty: 51025.902344
Iteration 104Q: 25 clusters Score -4.482917e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 5173 members 
Mstep: Class 4 contains 124884 members 
Mstep: Class 5 contains 6084 members 
Mstep: Class 6 contains 13128 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12475 members 
Mstep: Class 11 contains 24744 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 42538 members 
Mstep: Class 14 contains 14497 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 18844 members 
Mstep: Class 17 contains 10679 members 
Mstep: Class 18 contains 44470 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 22879 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18670 members 
Mstep: Class 23 contains 5760 members 
Mstep: Class 24 contains 75766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829172.000000 Penalty: 51025.902344
Iteration 105Q: 25 clusters Score -4.482917e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 5172 members 
Mstep: Class 4 contains 124885 members 
Mstep: Class 5 contains 6085 members 
Mstep: Class 6 contains 13127 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24743 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 42536 members 
Mstep: Class 14 contains 14499 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 18846 members 
Mstep: Class 17 contains 10679 members 
Mstep: Class 18 contains 44449 members 
Mstep: Class 19 contains 19327 members 
Mstep: Class 20 contains 22896 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18671 members 
Mstep: Class 23 contains 5762 members 
Mstep: Class 24 contains 75715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829076.000000 Penalty: 51025.902344
Iteration 106Q: 25 clusters Score -4.482908e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5169 members 
Mstep: Class 4 contains 124885 members 
Mstep: Class 5 contains 6086 members 
Mstep: Class 6 contains 13124 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 24743 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 42529 members 
Mstep: Class 14 contains 14505 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 18853 members 
Mstep: Class 17 contains 10681 members 
Mstep: Class 18 contains 44431 members 
Mstep: Class 19 contains 19367 members 
Mstep: Class 20 contains 22918 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18670 members 
Mstep: Class 23 contains 5761 members 
Mstep: Class 24 contains 75671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829140.000000 Penalty: 51025.902344
Iteration 107Q: 25 clusters Score -4.482914e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124883 members 
Mstep: Class 5 contains 6088 members 
Mstep: Class 6 contains 13121 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12468 members 
Mstep: Class 11 contains 24745 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 42529 members 
Mstep: Class 14 contains 14509 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 18850 members 
Mstep: Class 17 contains 10680 members 
Mstep: Class 18 contains 44409 members 
Mstep: Class 19 contains 19411 members 
Mstep: Class 20 contains 22939 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18675 members 
Mstep: Class 23 contains 5760 members 
Mstep: Class 24 contains 75622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829124.000000 Penalty: 51025.902344
Iteration 108Q: 25 clusters Score -4.482912e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 124882 members 
Mstep: Class 5 contains 6090 members 
Mstep: Class 6 contains 13116 members 
Mstep: Class 7 contains 6978 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12469 members 
Mstep: Class 11 contains 24744 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 42529 members 
Mstep: Class 14 contains 14510 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 18848 members 
Mstep: Class 17 contains 10677 members 
Mstep: Class 18 contains 44392 members 
Mstep: Class 19 contains 19453 members 
Mstep: Class 20 contains 22955 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18678 members 
Mstep: Class 23 contains 5757 members 
Mstep: Class 24 contains 75583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829112.000000 Penalty: 51025.902344
Iteration 109Q: 25 clusters Score -4.482911e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5165 members 
Mstep: Class 4 contains 124882 members 
Mstep: Class 5 contains 6093 members 
Mstep: Class 6 contains 13110 members 
Mstep: Class 7 contains 6984 members 
Mstep: Class 8 contains 4081 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12467 members 
Mstep: Class 11 contains 24744 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 13 contains 42528 members 
Mstep: Class 14 contains 14511 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 18849 members 
Mstep: Class 17 contains 10677 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 19489 members 
Mstep: Class 20 contains 22968 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18684 members 
Mstep: Class 23 contains 5755 members 
Mstep: Class 24 contains 75546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829152.000000 Penalty: 51025.902344
Iteration 110Q: 25 clusters Score -4.482915e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6094 members 
Mstep: Class 6 contains 13101 members 
Mstep: Class 7 contains 6993 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12466 members 
Mstep: Class 11 contains 24745 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42532 members 
Mstep: Class 14 contains 14513 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 18852 members 
Mstep: Class 17 contains 10680 members 
Mstep: Class 18 contains 44353 members 
Mstep: Class 19 contains 19527 members 
Mstep: Class 20 contains 22974 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 5756 members 
Mstep: Class 24 contains 75507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829088.000000 Penalty: 51025.902344
Iteration 111Q: 25 clusters Score -4.482909e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5164 members 
Mstep: Class 4 contains 124882 members 
Mstep: Class 5 contains 6095 members 
Mstep: Class 6 contains 13091 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12465 members 
Mstep: Class 11 contains 24745 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42530 members 
Mstep: Class 14 contains 14515 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 18856 members 
Mstep: Class 17 contains 10682 members 
Mstep: Class 18 contains 44332 members 
Mstep: Class 19 contains 19575 members 
Mstep: Class 20 contains 22982 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18687 members 
Mstep: Class 23 contains 5755 members 
Mstep: Class 24 contains 75470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829108.000000 Penalty: 51025.902344
Iteration 112Q: 25 clusters Score -4.482911e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5164 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6095 members 
Mstep: Class 6 contains 13085 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12465 members 
Mstep: Class 11 contains 24749 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42532 members 
Mstep: Class 14 contains 14515 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 18861 members 
Mstep: Class 17 contains 10682 members 
Mstep: Class 18 contains 44310 members 
Mstep: Class 19 contains 19623 members 
Mstep: Class 20 contains 22999 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18692 members 
Mstep: Class 23 contains 5754 members 
Mstep: Class 24 contains 75413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829140.000000 Penalty: 51025.902344
Iteration 113Q: 25 clusters Score -4.482914e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6095 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 7012 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12465 members 
Mstep: Class 11 contains 24750 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42531 members 
Mstep: Class 14 contains 14515 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 18860 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 44293 members 
Mstep: Class 19 contains 19665 members 
Mstep: Class 20 contains 23007 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18698 members 
Mstep: Class 23 contains 5755 members 
Mstep: Class 24 contains 75369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829168.000000 Penalty: 51025.902344
Iteration 114Q: 25 clusters Score -4.482917e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6095 members 
Mstep: Class 6 contains 13078 members 
Mstep: Class 7 contains 7015 members 
Mstep: Class 8 contains 4078 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12466 members 
Mstep: Class 11 contains 24751 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 13 contains 42532 members 
Mstep: Class 14 contains 14518 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 18860 members 
Mstep: Class 17 contains 10687 members 
Mstep: Class 18 contains 44274 members 
Mstep: Class 19 contains 19706 members 
Mstep: Class 20 contains 23017 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18699 members 
Mstep: Class 23 contains 5755 members 
Mstep: Class 24 contains 75329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829208.000000 Penalty: 51025.902344
Iteration 115Q: 25 clusters Score -4.482921e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6095 members 
Mstep: Class 6 contains 13076 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12468 members 
Mstep: Class 11 contains 24751 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42535 members 
Mstep: Class 14 contains 14520 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 18858 members 
Mstep: Class 17 contains 10687 members 
Mstep: Class 18 contains 44252 members 
Mstep: Class 19 contains 19744 members 
Mstep: Class 20 contains 23026 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18702 members 
Mstep: Class 23 contains 5754 members 
Mstep: Class 24 contains 75293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829208.000000 Penalty: 51025.902344
Iteration 116Q: 25 clusters Score -4.482921e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 6 contains 13072 members 
Mstep: Class 7 contains 7021 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 12466 members 
Mstep: Class 11 contains 24748 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42536 members 
Mstep: Class 14 contains 14522 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 18859 members 
Mstep: Class 17 contains 10686 members 
Mstep: Class 18 contains 44235 members 
Mstep: Class 19 contains 19780 members 
Mstep: Class 20 contains 23031 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18707 members 
Mstep: Class 23 contains 5754 members 
Mstep: Class 24 contains 75267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829236.000000 Penalty: 51025.902344
Iteration 117Q: 25 clusters Score -4.482924e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6099 members 
Mstep: Class 6 contains 13070 members 
Mstep: Class 7 contains 7024 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12468 members 
Mstep: Class 11 contains 24747 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42539 members 
Mstep: Class 14 contains 14522 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 18857 members 
Mstep: Class 17 contains 10686 members 
Mstep: Class 18 contains 44223 members 
Mstep: Class 19 contains 19811 members 
Mstep: Class 20 contains 23029 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18712 members 
Mstep: Class 23 contains 5753 members 
Mstep: Class 24 contains 75241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829164.000000 Penalty: 51025.902344
Iteration 118Q: 25 clusters Score -4.482916e+07 nChanged 58
Entering ConstructFrom: 
Score: -44829164.000000 Penalty: 51025.902344
Entering ConstructFrom: 
Trying to split cluster 1 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -222349.171875 Penalty: 1261.075928
	Iteration 0F: 2 clusters Score -222349.2 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 1181 members 
Entering Unmasked Estep 
Score: -220030.843750 Penalty: 2522.151855
	Iteration 0F: 3 clusters Score -220030.8 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -220532.046875 Penalty: 2522.151855
	Iteration 1F: 3 clusters Score -220532 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -220638.796875 Penalty: 2522.151855
	Iteration 2F: 3 clusters Score -220638.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -220715.937500 Penalty: 2522.151855
	Iteration 3Q: 3 clusters Score -220715.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -220747.500000 Penalty: 2522.151855
	Iteration 4Q: 3 clusters Score -220747.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -220773.578125 Penalty: 2522.151855
	Iteration 5Q: 3 clusters Score -220773.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -220788.781250 Penalty: 2522.151855
	Iteration 6Q: 3 clusters Score -220788.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -220806.203125 Penalty: 2522.151855
	Iteration 7Q: 3 clusters Score -220806.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -220819.625000 Penalty: 2522.151855
	Iteration 8Q: 3 clusters Score -220819.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -220825.484375 Penalty: 2522.151855
	Iteration 9Q: 3 clusters Score -220825.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -220832.562500 Penalty: 2522.151855
	Iteration 10Q: 3 clusters Score -220832.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -220840.921875 Penalty: 2522.151855
	Iteration 11Q: 3 clusters Score -220840.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -220849.171875 Penalty: 2522.151855
	Iteration 12Q: 3 clusters Score -220849.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -220858.609375 Penalty: 2522.151855
	Iteration 13Q: 3 clusters Score -220858.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -220864.703125 Penalty: 2522.151855
	Iteration 14Q: 3 clusters Score -220864.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -220870.687500 Penalty: 2522.151855
	Iteration 15Q: 3 clusters Score -220870.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -220875.234375 Penalty: 2522.151855
	Iteration 16Q: 3 clusters Score -220875.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -220879.125000 Penalty: 2522.151855
	Iteration 17Q: 3 clusters Score -220879.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -220883.671875 Penalty: 2522.151855
	Iteration 18Q: 3 clusters Score -220883.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -220889.140625 Penalty: 2522.151855
	Iteration 19Q: 3 clusters Score -220889.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -220894.250000 Penalty: 2522.151855
	Iteration 20F: 3 clusters Score -220894.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -220899.609375 Penalty: 2522.151855
	Iteration 21Q: 3 clusters Score -220899.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -220906.765625 Penalty: 2522.151855
	Iteration 22Q: 3 clusters Score -220906.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -220914.859375 Penalty: 2522.151855
	Iteration 23Q: 3 clusters Score -220914.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -220921.671875 Penalty: 2522.151855
	Iteration 24Q: 3 clusters Score -220921.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -220927.843750 Penalty: 2522.151855
	Iteration 25Q: 3 clusters Score -220927.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -220932.796875 Penalty: 2522.151855
	Iteration 26Q: 3 clusters Score -220932.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -220939.250000 Penalty: 2522.151855
	Iteration 27Q: 3 clusters Score -220939.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -220945.468750 Penalty: 2522.151855
	Iteration 28Q: 3 clusters Score -220945.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -220952.468750 Penalty: 2522.151855
	Iteration 29Q: 3 clusters Score -220952.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -220961.718750 Penalty: 2522.151855
	Iteration 30Q: 3 clusters Score -220961.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -220970.750000 Penalty: 2522.151855
	Iteration 31Q: 3 clusters Score -220970.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -220982.046875 Penalty: 2522.151855
	Iteration 32Q: 3 clusters Score -220982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -220989.890625 Penalty: 2522.151855
	Iteration 33Q: 3 clusters Score -220989.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -221001.562500 Penalty: 2522.151855
	Iteration 34Q: 3 clusters Score -221001.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -221017.046875 Penalty: 2522.151855
	Iteration 35Q: 3 clusters Score -221017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -221037.093750 Penalty: 2522.151855
	Iteration 36Q: 3 clusters Score -221037.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -221057.906250 Penalty: 2522.151855
	Iteration 37Q: 3 clusters Score -221057.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -221069.906250 Penalty: 2522.151855
	Iteration 38Q: 3 clusters Score -221069.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -221088.781250 Penalty: 2522.151855
	Iteration 39Q: 3 clusters Score -221088.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -221106.890625 Penalty: 2522.151855
	Iteration 40F: 3 clusters Score -221106.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -221126.156250 Penalty: 2522.151855
	Iteration 41Q: 3 clusters Score -221126.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -221144.546875 Penalty: 2522.151855
	Iteration 42Q: 3 clusters Score -221144.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -221162.687500 Penalty: 2522.151855
	Iteration 43Q: 3 clusters Score -221162.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -221182.750000 Penalty: 2522.151855
	Iteration 44Q: 3 clusters Score -221182.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -221200.046875 Penalty: 2522.151855
	Iteration 45Q: 3 clusters Score -221200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -221213.984375 Penalty: 2522.151855
	Iteration 46Q: 3 clusters Score -221214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -221220.750000 Penalty: 2522.151855
	Iteration 47Q: 3 clusters Score -221220.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -221227.140625 Penalty: 2522.151855
	Iteration 48Q: 3 clusters Score -221227.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -221233.031250 Penalty: 2522.151855
	Iteration 49Q: 3 clusters Score -221233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -221241.656250 Penalty: 2522.151855
	Iteration 50Q: 3 clusters Score -221241.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -221252.171875 Penalty: 2522.151855
	Iteration 51Q: 3 clusters Score -221252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -221254.640625 Penalty: 2522.151855
	Iteration 52Q: 3 clusters Score -221254.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -221257.546875 Penalty: 2522.151855
	Iteration 53Q: 3 clusters Score -221257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -221259.640625 Penalty: 2522.151855
	Iteration 54Q: 3 clusters Score -221259.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -221262.531250 Penalty: 2522.151855
	Iteration 55Q: 3 clusters Score -221262.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -221269.890625 Penalty: 2522.151855
	Iteration 56Q: 3 clusters Score -221269.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -221277.562500 Penalty: 2522.151855
	Iteration 57Q: 3 clusters Score -221277.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -221284.031250 Penalty: 2522.151855
	Iteration 58Q: 3 clusters Score -221284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -221290.828125 Penalty: 2522.151855
	Iteration 59Q: 3 clusters Score -221290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -221292.359375 Penalty: 2522.151855
	Iteration 60F: 3 clusters Score -221292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -221294.812500 Penalty: 2522.151855
	Iteration 61Q: 3 clusters Score -221294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -221298.312500 Penalty: 2522.151855
	Iteration 62Q: 3 clusters Score -221298.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -221301.796875 Penalty: 2522.151855
	Iteration 63Q: 3 clusters Score -221301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -221303.171875 Penalty: 2522.151855
	Iteration 64Q: 3 clusters Score -221303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -221303.859375 Penalty: 2522.151855
	Iteration 65Q: 3 clusters Score -221303.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -221303.859375 Penalty: 2522.151855
	Iteration 66F: 3 clusters Score -221303.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -113085.390625 Penalty: 1156.545898
	Iteration 0F: 2 clusters Score -113085.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -111498.460938 Penalty: 2313.091797
	Iteration 0F: 3 clusters Score -111498.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111780.132812 Penalty: 2313.091797
	Iteration 1F: 3 clusters Score -111780.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -111871.406250 Penalty: 2313.091797
	Iteration 2F: 3 clusters Score -111871.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -111915.148438 Penalty: 2313.091797
	Iteration 3Q: 3 clusters Score -111915.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -111938.085938 Penalty: 2313.091797
	Iteration 4Q: 3 clusters Score -111938.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -111954.429688 Penalty: 2313.091797
	Iteration 5Q: 3 clusters Score -111954.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -111968.187500 Penalty: 2313.091797
	Iteration 6Q: 3 clusters Score -111968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -111985.343750 Penalty: 2313.091797
	Iteration 7Q: 3 clusters Score -111985.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -112006.414062 Penalty: 2313.091797
	Iteration 8Q: 3 clusters Score -112006.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112021.007812 Penalty: 2313.091797
	Iteration 9Q: 3 clusters Score -112021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112028.218750 Penalty: 2313.091797
	Iteration 10Q: 3 clusters Score -112028.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112036.070312 Penalty: 2313.091797
	Iteration 11Q: 3 clusters Score -112036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112042.250000 Penalty: 2313.091797
	Iteration 12Q: 3 clusters Score -112042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -112045.312500 Penalty: 2313.091797
	Iteration 13Q: 3 clusters Score -112045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112048.187500 Penalty: 2313.091797
	Iteration 14Q: 3 clusters Score -112048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -112050.726562 Penalty: 2313.091797
	Iteration 15Q: 3 clusters Score -112050.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -112056.539062 Penalty: 2313.091797
	Iteration 16Q: 3 clusters Score -112056.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -112061.585938 Penalty: 2313.091797
	Iteration 17Q: 3 clusters Score -112061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112069.671875 Penalty: 2313.091797
	Iteration 18Q: 3 clusters Score -112069.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112073.085938 Penalty: 2313.091797
	Iteration 19Q: 3 clusters Score -112073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -112074.632812 Penalty: 2313.091797
	Iteration 20F: 3 clusters Score -112074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -112076.562500 Penalty: 2313.091797
	Iteration 21Q: 3 clusters Score -112076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -112077.242188 Penalty: 2313.091797
	Iteration 22Q: 3 clusters Score -112077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -112078.390625 Penalty: 2313.091797
	Iteration 23Q: 3 clusters Score -112078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -112079.726562 Penalty: 2313.091797
	Iteration 24Q: 3 clusters Score -112079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -112080.265625 Penalty: 2313.091797
	Iteration 25Q: 3 clusters Score -112080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -112081.093750 Penalty: 2313.091797
	Iteration 26Q: 3 clusters Score -112081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -112081.093750 Penalty: 2313.091797
	Iteration 27F: 3 clusters Score -112081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -436194.875000 Penalty: 1389.414185
	Iteration 0F: 2 clusters Score -436194.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -432147.093750 Penalty: 2778.828369
	Iteration 0F: 3 clusters Score -432147.1 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -433628.062500 Penalty: 2778.828369
	Iteration 1F: 3 clusters Score -433628.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -433956.531250 Penalty: 2778.828369
	Iteration 2F: 3 clusters Score -433956.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -434238.781250 Penalty: 2778.828369
	Iteration 3F: 3 clusters Score -434238.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -434465.781250 Penalty: 2778.828369
	Iteration 4F: 3 clusters Score -434465.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -434644.031250 Penalty: 2778.828369
	Iteration 5F: 3 clusters Score -434644 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -434764.093750 Penalty: 2778.828369
	Iteration 6Q: 3 clusters Score -434764.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -434865.468750 Penalty: 2778.828369
	Iteration 7Q: 3 clusters Score -434865.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -434965.031250 Penalty: 2778.828369
	Iteration 8Q: 3 clusters Score -434965 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -435040.343750 Penalty: 2778.828369
	Iteration 9Q: 3 clusters Score -435040.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -435091.625000 Penalty: 2778.828369
	Iteration 10Q: 3 clusters Score -435091.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -435144.156250 Penalty: 2778.828369
	Iteration 11Q: 3 clusters Score -435144.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -435196.562500 Penalty: 2778.828369
	Iteration 12Q: 3 clusters Score -435196.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -435249.062500 Penalty: 2778.828369
	Iteration 13Q: 3 clusters Score -435249.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -435295.312500 Penalty: 2778.828369
	Iteration 14Q: 3 clusters Score -435295.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -435339.312500 Penalty: 2778.828369
	Iteration 15Q: 3 clusters Score -435339.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -435374.406250 Penalty: 2778.828369
	Iteration 16Q: 3 clusters Score -435374.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -435398.750000 Penalty: 2778.828369
	Iteration 17Q: 3 clusters Score -435398.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -435422.156250 Penalty: 2778.828369
	Iteration 18Q: 3 clusters Score -435422.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -435443.906250 Penalty: 2778.828369
	Iteration 19Q: 3 clusters Score -435443.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -435461.718750 Penalty: 2778.828369
	Iteration 20F: 3 clusters Score -435461.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -435476.812500 Penalty: 2778.828369
	Iteration 21Q: 3 clusters Score -435476.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -435489.937500 Penalty: 2778.828369
	Iteration 22Q: 3 clusters Score -435489.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -435498.218750 Penalty: 2778.828369
	Iteration 23Q: 3 clusters Score -435498.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -435504.718750 Penalty: 2778.828369
	Iteration 24Q: 3 clusters Score -435504.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -435511.000000 Penalty: 2778.828369
	Iteration 25Q: 3 clusters Score -435511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -435517.375000 Penalty: 2778.828369
	Iteration 26Q: 3 clusters Score -435517.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -435522.031250 Penalty: 2778.828369
	Iteration 27Q: 3 clusters Score -435522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -435524.750000 Penalty: 2778.828369
	Iteration 28Q: 3 clusters Score -435524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -435526.156250 Penalty: 2778.828369
	Iteration 29Q: 3 clusters Score -435526.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -435527.718750 Penalty: 2778.828369
	Iteration 30Q: 3 clusters Score -435527.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -435529.000000 Penalty: 2778.828369
	Iteration 31Q: 3 clusters Score -435529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -435531.187500 Penalty: 2778.828369
	Iteration 32Q: 3 clusters Score -435531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -435531.375000 Penalty: 2778.828369
	Iteration 33Q: 3 clusters Score -435531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -435533.562500 Penalty: 2778.828369
	Iteration 34Q: 3 clusters Score -435533.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -435535.125000 Penalty: 2778.828369
	Iteration 35Q: 3 clusters Score -435535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -435537.375000 Penalty: 2778.828369
	Iteration 36Q: 3 clusters Score -435537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -435539.875000 Penalty: 2778.828369
	Iteration 37Q: 3 clusters Score -435539.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -435541.687500 Penalty: 2778.828369
	Iteration 38Q: 3 clusters Score -435541.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -435543.000000 Penalty: 2778.828369
	Iteration 39Q: 3 clusters Score -435543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -435543.906250 Penalty: 2778.828369
	Iteration 40F: 3 clusters Score -435543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -435547.500000 Penalty: 2778.828369
	Iteration 41Q: 3 clusters Score -435547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -435550.375000 Penalty: 2778.828369
	Iteration 42Q: 3 clusters Score -435550.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -435551.375000 Penalty: 2778.828369
	Iteration 43Q: 3 clusters Score -435551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -435553.000000 Penalty: 2778.828369
	Iteration 44Q: 3 clusters Score -435553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -435552.468750 Penalty: 2778.828369
	Iteration 45Q: 3 clusters Score -435552.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -435553.687500 Penalty: 2778.828369
	Iteration 46Q: 3 clusters Score -435553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -435554.937500 Penalty: 2778.828369
	Iteration 47Q: 3 clusters Score -435554.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -435557.500000 Penalty: 2778.828369
	Iteration 48Q: 3 clusters Score -435557.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -435559.781250 Penalty: 2778.828369
	Iteration 49Q: 3 clusters Score -435559.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -435564.687500 Penalty: 2778.828369
	Iteration 50Q: 3 clusters Score -435564.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -435567.437500 Penalty: 2778.828369
	Iteration 51Q: 3 clusters Score -435567.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -435569.656250 Penalty: 2778.828369
	Iteration 52Q: 3 clusters Score -435569.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -435574.406250 Penalty: 2778.828369
	Iteration 53Q: 3 clusters Score -435574.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -435579.875000 Penalty: 2778.828369
	Iteration 54Q: 3 clusters Score -435579.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -435585.406250 Penalty: 2778.828369
	Iteration 55Q: 3 clusters Score -435585.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -435591.906250 Penalty: 2778.828369
	Iteration 56Q: 3 clusters Score -435591.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -435603.468750 Penalty: 2778.828369
	Iteration 57Q: 3 clusters Score -435603.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -435612.031250 Penalty: 2778.828369
	Iteration 58Q: 3 clusters Score -435612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -435618.562500 Penalty: 2778.828369
	Iteration 59Q: 3 clusters Score -435618.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -435619.968750 Penalty: 2778.828369
	Iteration 60F: 3 clusters Score -435620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -435622.750000 Penalty: 2778.828369
	Iteration 61Q: 3 clusters Score -435622.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -435625.468750 Penalty: 2778.828369
	Iteration 62Q: 3 clusters Score -435625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -435626.593750 Penalty: 2778.828369
	Iteration 63Q: 3 clusters Score -435626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -435626.218750 Penalty: 2778.828369
	Iteration 64Q: 3 clusters Score -435626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -435626.000000 Penalty: 2778.828369
	Iteration 65Q: 3 clusters Score -435626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -435626.000000 Penalty: 2778.828369
	Iteration 66F: 3 clusters Score -435626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (124880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124880 members 
Entering Unmasked Estep 
Score: -11987696.000000 Penalty: 1906.955078
	Iteration 0F: 2 clusters Score -1.19877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -11904180.000000 Penalty: 3813.910156
	Iteration 0F: 3 clusters Score -1.190418e+07 nChanged 60100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -11940269.000000 Penalty: 3813.910156
	Iteration 1F: 3 clusters Score -1.194027e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -11942490.000000 Penalty: 3813.910156
	Iteration 2Q: 3 clusters Score -1.194249e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -11946598.000000 Penalty: 3813.910156
	Iteration 3F: 3 clusters Score -1.19466e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91214 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -11953831.000000 Penalty: 3813.910156
	Iteration 4F: 3 clusters Score -1.195383e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102365 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -11964352.000000 Penalty: 3813.910156
	Iteration 5F: 3 clusters Score -1.196435e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112638 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -11974973.000000 Penalty: 3813.910156
	Iteration 6F: 3 clusters Score -1.197497e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119200 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -11981499.000000 Penalty: 3813.910156
	Iteration 7F: 3 clusters Score -1.19815e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122291 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -11984220.000000 Penalty: 3813.910156
	Iteration 8Q: 3 clusters Score -1.198422e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123590 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -11985278.000000 Penalty: 3813.910156
	Iteration 9Q: 3 clusters Score -1.198528e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124138 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11985696.000000 Penalty: 3813.910156
	Iteration 10Q: 3 clusters Score -1.19857e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124343 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11985886.000000 Penalty: 3813.910156
	Iteration 11Q: 3 clusters Score -1.198589e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124444 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11985954.000000 Penalty: 3813.910156
	Iteration 12Q: 3 clusters Score -1.198595e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124481 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11986001.000000 Penalty: 3813.910156
	Iteration 13Q: 3 clusters Score -1.1986e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124507 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11986034.000000 Penalty: 3813.910156
	Iteration 14Q: 3 clusters Score -1.198603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124520 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -11986063.000000 Penalty: 3813.910156
	Iteration 15Q: 3 clusters Score -1.198606e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124532 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -11986084.000000 Penalty: 3813.910156
	Iteration 16Q: 3 clusters Score -1.198608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -11986096.000000 Penalty: 3813.910156
	Iteration 17Q: 3 clusters Score -1.19861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124550 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11986099.000000 Penalty: 3813.910156
	Iteration 18Q: 3 clusters Score -1.19861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124557 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -11986108.000000 Penalty: 3813.910156
	Iteration 19Q: 3 clusters Score -1.198611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124560 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11986099.000000 Penalty: 3813.910156
	Iteration 20F: 3 clusters Score -1.19861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124565 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -11986108.000000 Penalty: 3813.910156
	Iteration 21Q: 3 clusters Score -1.198611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124572 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11986103.000000 Penalty: 3813.910156
	Iteration 22Q: 3 clusters Score -1.19861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124574 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -11986107.000000 Penalty: 3813.910156
	Iteration 23Q: 3 clusters Score -1.198611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124576 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11986114.000000 Penalty: 3813.910156
	Iteration 24Q: 3 clusters Score -1.198611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124576 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11986113.000000 Penalty: 3813.910156
	Iteration 25Q: 3 clusters Score -1.198611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124576 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11986115.000000 Penalty: 3813.910156
	Iteration 26Q: 3 clusters Score -1.198612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124577 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11986117.000000 Penalty: 3813.910156
	Iteration 27Q: 3 clusters Score -1.198612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124578 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11986115.000000 Penalty: 3813.910156
	Iteration 28Q: 3 clusters Score -1.198612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11986123.000000 Penalty: 3813.910156
	Iteration 29Q: 3 clusters Score -1.198612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11986123.000000 Penalty: 3813.910156
	Iteration 30F: 3 clusters Score -1.198612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -594247.687500 Penalty: 1416.410400
	Iteration 0F: 2 clusters Score -594247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -589588.562500 Penalty: 2832.820801
	Iteration 0F: 3 clusters Score -589588.6 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -590924.187500 Penalty: 2832.820801
	Iteration 1F: 3 clusters Score -590924.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -591095.937500 Penalty: 2832.820801
	Iteration 2F: 3 clusters Score -591095.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -591195.437500 Penalty: 2832.820801
	Iteration 3Q: 3 clusters Score -591195.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -591274.000000 Penalty: 2832.820801
	Iteration 4Q: 3 clusters Score -591274 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -591330.062500 Penalty: 2832.820801
	Iteration 5Q: 3 clusters Score -591330.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -591377.687500 Penalty: 2832.820801
	Iteration 6Q: 3 clusters Score -591377.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -591427.125000 Penalty: 2832.820801
	Iteration 7Q: 3 clusters Score -591427.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -591479.125000 Penalty: 2832.820801
	Iteration 8Q: 3 clusters Score -591479.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -591539.875000 Penalty: 2832.820801
	Iteration 9Q: 3 clusters Score -591539.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -591613.812500 Penalty: 2832.820801
	Iteration 10Q: 3 clusters Score -591613.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -591714.687500 Penalty: 2832.820801
	Iteration 11Q: 3 clusters Score -591714.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -591832.750000 Penalty: 2832.820801
	Iteration 12Q: 3 clusters Score -591832.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -591961.125000 Penalty: 2832.820801
	Iteration 13Q: 3 clusters Score -591961.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -592081.062500 Penalty: 2832.820801
	Iteration 14Q: 3 clusters Score -592081.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -592177.500000 Penalty: 2832.820801
	Iteration 15Q: 3 clusters Score -592177.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -592258.750000 Penalty: 2832.820801
	Iteration 16Q: 3 clusters Score -592258.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -592336.250000 Penalty: 2832.820801
	Iteration 17Q: 3 clusters Score -592336.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -592388.312500 Penalty: 2832.820801
	Iteration 18Q: 3 clusters Score -592388.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -592425.750000 Penalty: 2832.820801
	Iteration 19Q: 3 clusters Score -592425.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -592452.812500 Penalty: 2832.820801
	Iteration 20F: 3 clusters Score -592452.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -592470.000000 Penalty: 2832.820801
	Iteration 21Q: 3 clusters Score -592470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -592479.125000 Penalty: 2832.820801
	Iteration 22Q: 3 clusters Score -592479.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -592490.625000 Penalty: 2832.820801
	Iteration 23Q: 3 clusters Score -592490.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -592495.750000 Penalty: 2832.820801
	Iteration 24Q: 3 clusters Score -592495.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -592501.625000 Penalty: 2832.820801
	Iteration 25Q: 3 clusters Score -592501.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -592504.062500 Penalty: 2832.820801
	Iteration 26Q: 3 clusters Score -592504.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -592505.562500 Penalty: 2832.820801
	Iteration 27Q: 3 clusters Score -592505.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -592509.250000 Penalty: 2832.820801
	Iteration 28Q: 3 clusters Score -592509.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -592511.937500 Penalty: 2832.820801
	Iteration 29Q: 3 clusters Score -592511.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -592514.437500 Penalty: 2832.820801
	Iteration 30Q: 3 clusters Score -592514.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -592514.875000 Penalty: 2832.820801
	Iteration 31Q: 3 clusters Score -592514.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -592516.812500 Penalty: 2832.820801
	Iteration 32Q: 3 clusters Score -592516.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -592518.000000 Penalty: 2832.820801
	Iteration 33Q: 3 clusters Score -592518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -592518.562500 Penalty: 2832.820801
	Iteration 34Q: 3 clusters Score -592518.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -592520.562500 Penalty: 2832.820801
	Iteration 35Q: 3 clusters Score -592520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -592521.812500 Penalty: 2832.820801
	Iteration 36Q: 3 clusters Score -592521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -592522.875000 Penalty: 2832.820801
	Iteration 37Q: 3 clusters Score -592522.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -592523.687500 Penalty: 2832.820801
	Iteration 38Q: 3 clusters Score -592523.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -592525.062500 Penalty: 2832.820801
	Iteration 39Q: 3 clusters Score -592525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -592527.000000 Penalty: 2832.820801
	Iteration 40F: 3 clusters Score -592527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -592526.937500 Penalty: 2832.820801
	Iteration 41Q: 3 clusters Score -592526.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -592528.187500 Penalty: 2832.820801
	Iteration 42Q: 3 clusters Score -592528.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -592529.500000 Penalty: 2832.820801
	Iteration 43Q: 3 clusters Score -592529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -592528.750000 Penalty: 2832.820801
	Iteration 44Q: 3 clusters Score -592528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -592530.875000 Penalty: 2832.820801
	Iteration 45Q: 3 clusters Score -592530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -592530.625000 Penalty: 2832.820801
	Iteration 46Q: 3 clusters Score -592530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -592530.375000 Penalty: 2832.820801
	Iteration 47Q: 3 clusters Score -592530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -592532.000000 Penalty: 2832.820801
	Iteration 48Q: 3 clusters Score -592532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -592534.125000 Penalty: 2832.820801
	Iteration 49Q: 3 clusters Score -592534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -592535.312500 Penalty: 2832.820801
	Iteration 50Q: 3 clusters Score -592535.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -592536.250000 Penalty: 2832.820801
	Iteration 51Q: 3 clusters Score -592536.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -592537.812500 Penalty: 2832.820801
	Iteration 52Q: 3 clusters Score -592537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -592539.000000 Penalty: 2832.820801
	Iteration 53Q: 3 clusters Score -592539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -592540.062500 Penalty: 2832.820801
	Iteration 54Q: 3 clusters Score -592540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -592540.125000 Penalty: 2832.820801
	Iteration 55Q: 3 clusters Score -592540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -592540.375000 Penalty: 2832.820801
	Iteration 56Q: 3 clusters Score -592540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -592542.625000 Penalty: 2832.820801
	Iteration 57Q: 3 clusters Score -592542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -592543.125000 Penalty: 2832.820801
	Iteration 58Q: 3 clusters Score -592543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -592542.750000 Penalty: 2832.820801
	Iteration 59Q: 3 clusters Score -592542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -592542.625000 Penalty: 2832.820801
	Iteration 60F: 3 clusters Score -592542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -592544.250000 Penalty: 2832.820801
	Iteration 61Q: 3 clusters Score -592544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -592544.250000 Penalty: 2832.820801
	Iteration 62Q: 3 clusters Score -592544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -592544.375000 Penalty: 2832.820801
	Iteration 63Q: 3 clusters Score -592544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -592545.000000 Penalty: 2832.820801
	Iteration 64Q: 3 clusters Score -592545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -592545.875000 Penalty: 2832.820801
	Iteration 65Q: 3 clusters Score -592545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -592546.750000 Penalty: 2832.820801
	Iteration 66Q: 3 clusters Score -592546.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -592547.687500 Penalty: 2832.820801
	Iteration 67Q: 3 clusters Score -592547.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -592550.500000 Penalty: 2832.820801
	Iteration 68Q: 3 clusters Score -592550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -592551.187500 Penalty: 2832.820801
	Iteration 69Q: 3 clusters Score -592551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -592551.000000 Penalty: 2832.820801
	Iteration 70Q: 3 clusters Score -592551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -592550.312500 Penalty: 2832.820801
	Iteration 71Q: 3 clusters Score -592550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -592550.312500 Penalty: 2832.820801
	Iteration 72F: 3 clusters Score -592550.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Entering Unmasked Estep 
Score: -1248109.500000 Penalty: 1540.137451
	Iteration 0F: 2 clusters Score -1248110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1238911.000000 Penalty: 3080.274902
	Iteration 0F: 3 clusters Score -1238911 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1242040.250000 Penalty: 3080.274902
	Iteration 1F: 3 clusters Score -1242040 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1242345.750000 Penalty: 3080.274902
	Iteration 2F: 3 clusters Score -1242346 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1242598.250000 Penalty: 3080.274902
	Iteration 3Q: 3 clusters Score -1242598 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1242861.250000 Penalty: 3080.274902
	Iteration 4Q: 3 clusters Score -1242861 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1243179.250000 Penalty: 3080.274902
	Iteration 5Q: 3 clusters Score -1243179 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1243548.750000 Penalty: 3080.274902
	Iteration 6Q: 3 clusters Score -1243549 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1244012.750000 Penalty: 3080.274902
	Iteration 7F: 3 clusters Score -1244013 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1244551.250000 Penalty: 3080.274902
	Iteration 8F: 3 clusters Score -1244551 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1245137.000000 Penalty: 3080.274902
	Iteration 9F: 3 clusters Score -1245137 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1245654.625000 Penalty: 3080.274902
	Iteration 10Q: 3 clusters Score -1245655 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1245951.750000 Penalty: 3080.274902
	Iteration 11Q: 3 clusters Score -1245952 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1246145.375000 Penalty: 3080.274902
	Iteration 12Q: 3 clusters Score -1246145 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1246277.375000 Penalty: 3080.274902
	Iteration 13Q: 3 clusters Score -1246277 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1246389.375000 Penalty: 3080.274902
	Iteration 14Q: 3 clusters Score -1246389 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1246468.125000 Penalty: 3080.274902
	Iteration 15Q: 3 clusters Score -1246468 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1246535.500000 Penalty: 3080.274902
	Iteration 16Q: 3 clusters Score -1246536 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1246598.250000 Penalty: 3080.274902
	Iteration 17Q: 3 clusters Score -1246598 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1246654.375000 Penalty: 3080.274902
	Iteration 18Q: 3 clusters Score -1246654 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1246697.250000 Penalty: 3080.274902
	Iteration 19Q: 3 clusters Score -1246697 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1246731.875000 Penalty: 3080.274902
	Iteration 20F: 3 clusters Score -1246732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1246744.875000 Penalty: 3080.274902
	Iteration 21Q: 3 clusters Score -1246745 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1246763.500000 Penalty: 3080.274902
	Iteration 22Q: 3 clusters Score -1246764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1246778.625000 Penalty: 3080.274902
	Iteration 23Q: 3 clusters Score -1246779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1246799.375000 Penalty: 3080.274902
	Iteration 24Q: 3 clusters Score -1246799 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1246808.125000 Penalty: 3080.274902
	Iteration 25Q: 3 clusters Score -1246808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1246820.875000 Penalty: 3080.274902
	Iteration 26Q: 3 clusters Score -1246821 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1246826.375000 Penalty: 3080.274902
	Iteration 27Q: 3 clusters Score -1246826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1246837.375000 Penalty: 3080.274902
	Iteration 28Q: 3 clusters Score -1246837 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1246847.625000 Penalty: 3080.274902
	Iteration 29Q: 3 clusters Score -1246848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1246854.875000 Penalty: 3080.274902
	Iteration 30Q: 3 clusters Score -1246855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1246857.875000 Penalty: 3080.274902
	Iteration 31Q: 3 clusters Score -1246858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1246859.750000 Penalty: 3080.274902
	Iteration 32Q: 3 clusters Score -1246860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1246868.000000 Penalty: 3080.274902
	Iteration 33Q: 3 clusters Score -1246868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1246870.500000 Penalty: 3080.274902
	Iteration 34Q: 3 clusters Score -1246870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1246882.750000 Penalty: 3080.274902
	Iteration 35Q: 3 clusters Score -1246883 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1246890.000000 Penalty: 3080.274902
	Iteration 36Q: 3 clusters Score -1246890 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1246906.250000 Penalty: 3080.274902
	Iteration 37Q: 3 clusters Score -1246906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1246917.125000 Penalty: 3080.274902
	Iteration 38Q: 3 clusters Score -1246917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1246934.375000 Penalty: 3080.274902
	Iteration 39Q: 3 clusters Score -1246934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1246937.375000 Penalty: 3080.274902
	Iteration 40F: 3 clusters Score -1246937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1246948.125000 Penalty: 3080.274902
	Iteration 41Q: 3 clusters Score -1246948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1246954.250000 Penalty: 3080.274902
	Iteration 42Q: 3 clusters Score -1246954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1246961.625000 Penalty: 3080.274902
	Iteration 43Q: 3 clusters Score -1246962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1246966.750000 Penalty: 3080.274902
	Iteration 44Q: 3 clusters Score -1246967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1246968.375000 Penalty: 3080.274902
	Iteration 45Q: 3 clusters Score -1246968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1246969.875000 Penalty: 3080.274902
	Iteration 46Q: 3 clusters Score -1246970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1246971.125000 Penalty: 3080.274902
	Iteration 47Q: 3 clusters Score -1246971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1246973.625000 Penalty: 3080.274902
	Iteration 48Q: 3 clusters Score -1246974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1246974.125000 Penalty: 3080.274902
	Iteration 49Q: 3 clusters Score -1246974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1246976.625000 Penalty: 3080.274902
	Iteration 50Q: 3 clusters Score -1246977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1246976.000000 Penalty: 3080.274902
	Iteration 51Q: 3 clusters Score -1246976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1246973.375000 Penalty: 3080.274902
	Iteration 52Q: 3 clusters Score -1246973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1246975.750000 Penalty: 3080.274902
	Iteration 53Q: 3 clusters Score -1246976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1246977.125000 Penalty: 3080.274902
	Iteration 54Q: 3 clusters Score -1246977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1246976.875000 Penalty: 3080.274902
	Iteration 55Q: 3 clusters Score -1246977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1246975.625000 Penalty: 3080.274902
	Iteration 56Q: 3 clusters Score -1246976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1246976.500000 Penalty: 3080.274902
	Iteration 57Q: 3 clusters Score -1246976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1246975.375000 Penalty: 3080.274902
	Iteration 58Q: 3 clusters Score -1246975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1246975.375000 Penalty: 3080.274902
	Iteration 59Q: 3 clusters Score -1246975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1246975.375000 Penalty: 3080.274902
	Iteration 60F: 3 clusters Score -1246975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Entering Unmasked Estep 
Score: -668229.062500 Penalty: 1439.369385
	Iteration 0F: 2 clusters Score -668229.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -662991.125000 Penalty: 2878.738770
	Iteration 0F: 3 clusters Score -662991.1 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -664535.000000 Penalty: 2878.738770
	Iteration 1F: 3 clusters Score -664535 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -664786.500000 Penalty: 2878.738770
	Iteration 2F: 3 clusters Score -664786.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -664977.437500 Penalty: 2878.738770
	Iteration 3F: 3 clusters Score -664977.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -665139.750000 Penalty: 2878.738770
	Iteration 4Q: 3 clusters Score -665139.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -665288.750000 Penalty: 2878.738770
	Iteration 5Q: 3 clusters Score -665288.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -665438.250000 Penalty: 2878.738770
	Iteration 6Q: 3 clusters Score -665438.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -665608.125000 Penalty: 2878.738770
	Iteration 7Q: 3 clusters Score -665608.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -665794.312500 Penalty: 2878.738770
	Iteration 8Q: 3 clusters Score -665794.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -666009.125000 Penalty: 2878.738770
	Iteration 9Q: 3 clusters Score -666009.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -666206.750000 Penalty: 2878.738770
	Iteration 10Q: 3 clusters Score -666206.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -666379.312500 Penalty: 2878.738770
	Iteration 11Q: 3 clusters Score -666379.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -666498.062500 Penalty: 2878.738770
	Iteration 12Q: 3 clusters Score -666498.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -666593.125000 Penalty: 2878.738770
	Iteration 13Q: 3 clusters Score -666593.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -666691.312500 Penalty: 2878.738770
	Iteration 14Q: 3 clusters Score -666691.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -666779.687500 Penalty: 2878.738770
	Iteration 15Q: 3 clusters Score -666779.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -666860.937500 Penalty: 2878.738770
	Iteration 16Q: 3 clusters Score -666860.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -666921.750000 Penalty: 2878.738770
	Iteration 17Q: 3 clusters Score -666921.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -666959.812500 Penalty: 2878.738770
	Iteration 18Q: 3 clusters Score -666959.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -666985.062500 Penalty: 2878.738770
	Iteration 19Q: 3 clusters Score -666985.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -667006.625000 Penalty: 2878.738770
	Iteration 20F: 3 clusters Score -667006.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -667022.375000 Penalty: 2878.738770
	Iteration 21Q: 3 clusters Score -667022.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -667037.125000 Penalty: 2878.738770
	Iteration 22Q: 3 clusters Score -667037.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -667046.312500 Penalty: 2878.738770
	Iteration 23Q: 3 clusters Score -667046.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -667048.937500 Penalty: 2878.738770
	Iteration 24Q: 3 clusters Score -667048.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -667054.625000 Penalty: 2878.738770
	Iteration 25Q: 3 clusters Score -667054.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -667055.000000 Penalty: 2878.738770
	Iteration 26Q: 3 clusters Score -667055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -667058.312500 Penalty: 2878.738770
	Iteration 27Q: 3 clusters Score -667058.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -667063.000000 Penalty: 2878.738770
	Iteration 28Q: 3 clusters Score -667063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -667064.500000 Penalty: 2878.738770
	Iteration 29Q: 3 clusters Score -667064.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -667063.750000 Penalty: 2878.738770
	Iteration 30Q: 3 clusters Score -667063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -667064.125000 Penalty: 2878.738770
	Iteration 31Q: 3 clusters Score -667064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -667064.000000 Penalty: 2878.738770
	Iteration 32Q: 3 clusters Score -667064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -667064.250000 Penalty: 2878.738770
	Iteration 33Q: 3 clusters Score -667064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -667064.250000 Penalty: 2878.738770
	Iteration 34F: 3 clusters Score -667064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Entering Unmasked Estep 
Score: -378077.156250 Penalty: 1350.961182
	Iteration 0F: 2 clusters Score -378077.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -374661.125000 Penalty: 2701.922363
	Iteration 0F: 3 clusters Score -374661.1 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -375637.937500 Penalty: 2701.922363
	Iteration 1F: 3 clusters Score -375637.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -376026.031250 Penalty: 2701.922363
	Iteration 2F: 3 clusters Score -376026 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -376393.843750 Penalty: 2701.922363
	Iteration 3F: 3 clusters Score -376393.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -376688.656250 Penalty: 2701.922363
	Iteration 4F: 3 clusters Score -376688.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -376931.656250 Penalty: 2701.922363
	Iteration 5F: 3 clusters Score -376931.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -377098.843750 Penalty: 2701.922363
	Iteration 6Q: 3 clusters Score -377098.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -377202.531250 Penalty: 2701.922363
	Iteration 7Q: 3 clusters Score -377202.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -377277.937500 Penalty: 2701.922363
	Iteration 8Q: 3 clusters Score -377277.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -377349.062500 Penalty: 2701.922363
	Iteration 9Q: 3 clusters Score -377349.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -377413.750000 Penalty: 2701.922363
	Iteration 10Q: 3 clusters Score -377413.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -377465.187500 Penalty: 2701.922363
	Iteration 11Q: 3 clusters Score -377465.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -377495.875000 Penalty: 2701.922363
	Iteration 12Q: 3 clusters Score -377495.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -377507.218750 Penalty: 2701.922363
	Iteration 13Q: 3 clusters Score -377507.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -377516.718750 Penalty: 2701.922363
	Iteration 14Q: 3 clusters Score -377516.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -377522.343750 Penalty: 2701.922363
	Iteration 15Q: 3 clusters Score -377522.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -377526.875000 Penalty: 2701.922363
	Iteration 16Q: 3 clusters Score -377526.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -377532.218750 Penalty: 2701.922363
	Iteration 17Q: 3 clusters Score -377532.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -377534.343750 Penalty: 2701.922363
	Iteration 18Q: 3 clusters Score -377534.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -377538.437500 Penalty: 2701.922363
	Iteration 19Q: 3 clusters Score -377538.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -377541.468750 Penalty: 2701.922363
	Iteration 20F: 3 clusters Score -377541.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -377543.781250 Penalty: 2701.922363
	Iteration 21Q: 3 clusters Score -377543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -377546.437500 Penalty: 2701.922363
	Iteration 22Q: 3 clusters Score -377546.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -377548.312500 Penalty: 2701.922363
	Iteration 23Q: 3 clusters Score -377548.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -377548.781250 Penalty: 2701.922363
	Iteration 24Q: 3 clusters Score -377548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -377550.687500 Penalty: 2701.922363
	Iteration 25Q: 3 clusters Score -377550.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -377551.000000 Penalty: 2701.922363
	Iteration 26Q: 3 clusters Score -377551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -377550.843750 Penalty: 2701.922363
	Iteration 27Q: 3 clusters Score -377550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -377550.843750 Penalty: 2701.922363
	Iteration 28F: 3 clusters Score -377550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -269634.656250 Penalty: 1291.956665
	Iteration 0F: 2 clusters Score -269634.7 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 1409 members 
Entering Unmasked Estep 
Score: -267034.125000 Penalty: 2583.913330
	Iteration 0F: 3 clusters Score -267034.1 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -267590.875000 Penalty: 2583.913330
	Iteration 1F: 3 clusters Score -267590.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -267693.062500 Penalty: 2583.913330
	Iteration 2F: 3 clusters Score -267693.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -267767.375000 Penalty: 2583.913330
	Iteration 3Q: 3 clusters Score -267767.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -267827.562500 Penalty: 2583.913330
	Iteration 4Q: 3 clusters Score -267827.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -267869.062500 Penalty: 2583.913330
	Iteration 5Q: 3 clusters Score -267869.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -267906.531250 Penalty: 2583.913330
	Iteration 6Q: 3 clusters Score -267906.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -267948.593750 Penalty: 2583.913330
	Iteration 7Q: 3 clusters Score -267948.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -268004.562500 Penalty: 2583.913330
	Iteration 8Q: 3 clusters Score -268004.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -268052.593750 Penalty: 2583.913330
	Iteration 9Q: 3 clusters Score -268052.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -268106.312500 Penalty: 2583.913330
	Iteration 10Q: 3 clusters Score -268106.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -268190.062500 Penalty: 2583.913330
	Iteration 11Q: 3 clusters Score -268190.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -268287.906250 Penalty: 2583.913330
	Iteration 12Q: 3 clusters Score -268287.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -268377.250000 Penalty: 2583.913330
	Iteration 13Q: 3 clusters Score -268377.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -268458.343750 Penalty: 2583.913330
	Iteration 14Q: 3 clusters Score -268458.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -268516.000000 Penalty: 2583.913330
	Iteration 15Q: 3 clusters Score -268516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -268560.500000 Penalty: 2583.913330
	Iteration 16Q: 3 clusters Score -268560.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -268591.031250 Penalty: 2583.913330
	Iteration 17Q: 3 clusters Score -268591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -268630.875000 Penalty: 2583.913330
	Iteration 18Q: 3 clusters Score -268630.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -268679.687500 Penalty: 2583.913330
	Iteration 19Q: 3 clusters Score -268679.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -268729.531250 Penalty: 2583.913330
	Iteration 20F: 3 clusters Score -268729.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -268765.843750 Penalty: 2583.913330
	Iteration 21Q: 3 clusters Score -268765.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -268801.281250 Penalty: 2583.913330
	Iteration 22Q: 3 clusters Score -268801.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -268832.125000 Penalty: 2583.913330
	Iteration 23Q: 3 clusters Score -268832.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -268867.281250 Penalty: 2583.913330
	Iteration 24Q: 3 clusters Score -268867.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -268911.031250 Penalty: 2583.913330
	Iteration 25Q: 3 clusters Score -268911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -268935.781250 Penalty: 2583.913330
	Iteration 26Q: 3 clusters Score -268935.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -268954.406250 Penalty: 2583.913330
	Iteration 27Q: 3 clusters Score -268954.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -268976.531250 Penalty: 2583.913330
	Iteration 28Q: 3 clusters Score -268976.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -268989.750000 Penalty: 2583.913330
	Iteration 29Q: 3 clusters Score -268989.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -268995.781250 Penalty: 2583.913330
	Iteration 30Q: 3 clusters Score -268995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -268999.406250 Penalty: 2583.913330
	Iteration 31Q: 3 clusters Score -268999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -269002.343750 Penalty: 2583.913330
	Iteration 32Q: 3 clusters Score -269002.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -269003.218750 Penalty: 2583.913330
	Iteration 33Q: 3 clusters Score -269003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -269005.968750 Penalty: 2583.913330
	Iteration 34Q: 3 clusters Score -269006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -269008.906250 Penalty: 2583.913330
	Iteration 35Q: 3 clusters Score -269008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -269011.406250 Penalty: 2583.913330
	Iteration 36Q: 3 clusters Score -269011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -269012.687500 Penalty: 2583.913330
	Iteration 37Q: 3 clusters Score -269012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -269013.968750 Penalty: 2583.913330
	Iteration 38Q: 3 clusters Score -269014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -269015.000000 Penalty: 2583.913330
	Iteration 39Q: 3 clusters Score -269015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -269016.093750 Penalty: 2583.913330
	Iteration 40F: 3 clusters Score -269016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -269018.437500 Penalty: 2583.913330
	Iteration 41Q: 3 clusters Score -269018.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -269019.718750 Penalty: 2583.913330
	Iteration 42Q: 3 clusters Score -269019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -269020.687500 Penalty: 2583.913330
	Iteration 43Q: 3 clusters Score -269020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -269021.906250 Penalty: 2583.913330
	Iteration 44Q: 3 clusters Score -269021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -269021.906250 Penalty: 2583.913330
	Iteration 45F: 3 clusters Score -269021.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Entering Unmasked Estep 
Score: -1164872.875000 Penalty: 1532.537598
	Iteration 0F: 2 clusters Score -1164873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1156128.625000 Penalty: 3065.075195
	Iteration 0F: 3 clusters Score -1156129 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1159154.875000 Penalty: 3065.075195
	Iteration 1F: 3 clusters Score -1159155 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1159518.500000 Penalty: 3065.075195
	Iteration 2F: 3 clusters Score -1159518 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1159933.250000 Penalty: 3065.075195
	Iteration 3F: 3 clusters Score -1159933 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1160478.875000 Penalty: 3065.075195
	Iteration 4F: 3 clusters Score -1160479 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1161167.625000 Penalty: 3065.075195
	Iteration 5F: 3 clusters Score -1161168 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1161852.125000 Penalty: 3065.075195
	Iteration 6F: 3 clusters Score -1161852 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1162390.750000 Penalty: 3065.075195
	Iteration 7F: 3 clusters Score -1162391 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1162834.875000 Penalty: 3065.075195
	Iteration 8Q: 3 clusters Score -1162835 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1163174.750000 Penalty: 3065.075195
	Iteration 9Q: 3 clusters Score -1163175 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1163448.125000 Penalty: 3065.075195
	Iteration 10Q: 3 clusters Score -1163448 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1163673.875000 Penalty: 3065.075195
	Iteration 11Q: 3 clusters Score -1163674 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1163824.500000 Penalty: 3065.075195
	Iteration 12Q: 3 clusters Score -1163824 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1163906.875000 Penalty: 3065.075195
	Iteration 13Q: 3 clusters Score -1163907 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1163961.125000 Penalty: 3065.075195
	Iteration 14Q: 3 clusters Score -1163961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1163995.500000 Penalty: 3065.075195
	Iteration 15Q: 3 clusters Score -1163996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1164025.375000 Penalty: 3065.075195
	Iteration 16Q: 3 clusters Score -1164025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1164038.500000 Penalty: 3065.075195
	Iteration 17Q: 3 clusters Score -1164038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1164047.750000 Penalty: 3065.075195
	Iteration 18Q: 3 clusters Score -1164048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1164057.250000 Penalty: 3065.075195
	Iteration 19Q: 3 clusters Score -1164057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1164062.625000 Penalty: 3065.075195
	Iteration 20F: 3 clusters Score -1164063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1164065.875000 Penalty: 3065.075195
	Iteration 21Q: 3 clusters Score -1164066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1164069.000000 Penalty: 3065.075195
	Iteration 22Q: 3 clusters Score -1164069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1164069.500000 Penalty: 3065.075195
	Iteration 23Q: 3 clusters Score -1164070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1164071.125000 Penalty: 3065.075195
	Iteration 24Q: 3 clusters Score -1164071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1164074.125000 Penalty: 3065.075195
	Iteration 25Q: 3 clusters Score -1164074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1164081.000000 Penalty: 3065.075195
	Iteration 26Q: 3 clusters Score -1164081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1164086.750000 Penalty: 3065.075195
	Iteration 27Q: 3 clusters Score -1164087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1164089.500000 Penalty: 3065.075195
	Iteration 28Q: 3 clusters Score -1164090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1164089.625000 Penalty: 3065.075195
	Iteration 29Q: 3 clusters Score -1164090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1164089.125000 Penalty: 3065.075195
	Iteration 30Q: 3 clusters Score -1164089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1164089.250000 Penalty: 3065.075195
	Iteration 31Q: 3 clusters Score -1164089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1164090.500000 Penalty: 3065.075195
	Iteration 32Q: 3 clusters Score -1164090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1164090.250000 Penalty: 3065.075195
	Iteration 33Q: 3 clusters Score -1164090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1164091.500000 Penalty: 3065.075195
	Iteration 34Q: 3 clusters Score -1164092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1164092.750000 Penalty: 3065.075195
	Iteration 35Q: 3 clusters Score -1164093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1164095.000000 Penalty: 3065.075195
	Iteration 36Q: 3 clusters Score -1164095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1164094.500000 Penalty: 3065.075195
	Iteration 37Q: 3 clusters Score -1164094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1164094.500000 Penalty: 3065.075195
	Iteration 38F: 3 clusters Score -1164094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Entering Unmasked Estep 
Score: -2403301.750000 Penalty: 1643.931274
	Iteration 0F: 2 clusters Score -2403302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2386511.000000 Penalty: 3287.862549
	Iteration 0F: 3 clusters Score -2386511 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2392700.500000 Penalty: 3287.862549
	Iteration 1F: 3 clusters Score -2392700 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2393008.000000 Penalty: 3287.862549
	Iteration 2Q: 3 clusters Score -2393008 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2393298.000000 Penalty: 3287.862549
	Iteration 3Q: 3 clusters Score -2393298 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2393578.500000 Penalty: 3287.862549
	Iteration 4Q: 3 clusters Score -2393578 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2393876.750000 Penalty: 3287.862549
	Iteration 5Q: 3 clusters Score -2393877 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2394244.500000 Penalty: 3287.862549
	Iteration 6Q: 3 clusters Score -2394244 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2394736.000000 Penalty: 3287.862549
	Iteration 7Q: 3 clusters Score -2394736 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2395407.750000 Penalty: 3287.862549
	Iteration 8F: 3 clusters Score -2395408 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2396306.250000 Penalty: 3287.862549
	Iteration 9F: 3 clusters Score -2396306 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2397400.000000 Penalty: 3287.862549
	Iteration 10F: 3 clusters Score -2397400 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2398632.000000 Penalty: 3287.862549
	Iteration 11F: 3 clusters Score -2398632 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2399860.500000 Penalty: 3287.862549
	Iteration 12F: 3 clusters Score -2399860 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2400809.250000 Penalty: 3287.862549
	Iteration 13Q: 3 clusters Score -2400809 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2401341.500000 Penalty: 3287.862549
	Iteration 14Q: 3 clusters Score -2401342 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2401645.500000 Penalty: 3287.862549
	Iteration 15Q: 3 clusters Score -2401646 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2401774.750000 Penalty: 3287.862549
	Iteration 16Q: 3 clusters Score -2401775 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -2401849.500000 Penalty: 3287.862549
	Iteration 17Q: 3 clusters Score -2401850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -2401886.250000 Penalty: 3287.862549
	Iteration 18Q: 3 clusters Score -2401886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -2401917.750000 Penalty: 3287.862549
	Iteration 19Q: 3 clusters Score -2401918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -2401933.750000 Penalty: 3287.862549
	Iteration 20F: 3 clusters Score -2401934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2401947.250000 Penalty: 3287.862549
	Iteration 21Q: 3 clusters Score -2401947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2401957.250000 Penalty: 3287.862549
	Iteration 22Q: 3 clusters Score -2401957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2401962.000000 Penalty: 3287.862549
	Iteration 23Q: 3 clusters Score -2401962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -2401963.750000 Penalty: 3287.862549
	Iteration 24Q: 3 clusters Score -2401964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2401969.500000 Penalty: 3287.862549
	Iteration 25Q: 3 clusters Score -2401970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -2401974.000000 Penalty: 3287.862549
	Iteration 26Q: 3 clusters Score -2401974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2401974.500000 Penalty: 3287.862549
	Iteration 27Q: 3 clusters Score -2401974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2401975.500000 Penalty: 3287.862549
	Iteration 28Q: 3 clusters Score -2401976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2401977.500000 Penalty: 3287.862549
	Iteration 29Q: 3 clusters Score -2401978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2401980.500000 Penalty: 3287.862549
	Iteration 30Q: 3 clusters Score -2401980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -2401980.000000 Penalty: 3287.862549
	Iteration 31Q: 3 clusters Score -2401980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -2401979.750000 Penalty: 3287.862549
	Iteration 32Q: 3 clusters Score -2401980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2401982.500000 Penalty: 3287.862549
	Iteration 33Q: 3 clusters Score -2401982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2401981.750000 Penalty: 3287.862549
	Iteration 34Q: 3 clusters Score -2401982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2401981.750000 Penalty: 3287.862549
	Iteration 35F: 3 clusters Score -2401982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -178816.984375 Penalty: 1230.865723
	Iteration 0F: 2 clusters Score -178817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -176763.968750 Penalty: 2461.731445
	Iteration 0F: 3 clusters Score -176764 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -177189.734375 Penalty: 2461.731445
	Iteration 1F: 3 clusters Score -177189.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -177286.765625 Penalty: 2461.731445
	Iteration 2F: 3 clusters Score -177286.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -177364.015625 Penalty: 2461.731445
	Iteration 3F: 3 clusters Score -177364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -177434.781250 Penalty: 2461.731445
	Iteration 4Q: 3 clusters Score -177434.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -177496.296875 Penalty: 2461.731445
	Iteration 5Q: 3 clusters Score -177496.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -177541.250000 Penalty: 2461.731445
	Iteration 6Q: 3 clusters Score -177541.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -177586.046875 Penalty: 2461.731445
	Iteration 7Q: 3 clusters Score -177586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -177640.125000 Penalty: 2461.731445
	Iteration 8Q: 3 clusters Score -177640.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -177691.984375 Penalty: 2461.731445
	Iteration 9Q: 3 clusters Score -177692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -177751.812500 Penalty: 2461.731445
	Iteration 10Q: 3 clusters Score -177751.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -177825.921875 Penalty: 2461.731445
	Iteration 11Q: 3 clusters Score -177825.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -177900.375000 Penalty: 2461.731445
	Iteration 12Q: 3 clusters Score -177900.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -177962.015625 Penalty: 2461.731445
	Iteration 13Q: 3 clusters Score -177962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -178026.921875 Penalty: 2461.731445
	Iteration 14Q: 3 clusters Score -178026.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -178081.562500 Penalty: 2461.731445
	Iteration 15Q: 3 clusters Score -178081.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -178119.453125 Penalty: 2461.731445
	Iteration 16Q: 3 clusters Score -178119.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -178148.375000 Penalty: 2461.731445
	Iteration 17Q: 3 clusters Score -178148.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -178176.468750 Penalty: 2461.731445
	Iteration 18Q: 3 clusters Score -178176.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -178205.250000 Penalty: 2461.731445
	Iteration 19Q: 3 clusters Score -178205.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -178222.250000 Penalty: 2461.731445
	Iteration 20F: 3 clusters Score -178222.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -178238.375000 Penalty: 2461.731445
	Iteration 21Q: 3 clusters Score -178238.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -178248.171875 Penalty: 2461.731445
	Iteration 22Q: 3 clusters Score -178248.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -178260.625000 Penalty: 2461.731445
	Iteration 23Q: 3 clusters Score -178260.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -178276.218750 Penalty: 2461.731445
	Iteration 24Q: 3 clusters Score -178276.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -178283.968750 Penalty: 2461.731445
	Iteration 25Q: 3 clusters Score -178284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -178289.156250 Penalty: 2461.731445
	Iteration 26Q: 3 clusters Score -178289.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178297.250000 Penalty: 2461.731445
	Iteration 27Q: 3 clusters Score -178297.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -178304.031250 Penalty: 2461.731445
	Iteration 28Q: 3 clusters Score -178304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -178311.312500 Penalty: 2461.731445
	Iteration 29Q: 3 clusters Score -178311.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -178315.296875 Penalty: 2461.731445
	Iteration 30Q: 3 clusters Score -178315.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -178319.718750 Penalty: 2461.731445
	Iteration 31Q: 3 clusters Score -178319.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -178321.984375 Penalty: 2461.731445
	Iteration 32Q: 3 clusters Score -178322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -178323.968750 Penalty: 2461.731445
	Iteration 33Q: 3 clusters Score -178324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -178325.609375 Penalty: 2461.731445
	Iteration 34Q: 3 clusters Score -178325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -178326.703125 Penalty: 2461.731445
	Iteration 35Q: 3 clusters Score -178326.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -178327.437500 Penalty: 2461.731445
	Iteration 36Q: 3 clusters Score -178327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178328.734375 Penalty: 2461.731445
	Iteration 37Q: 3 clusters Score -178328.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -178330.531250 Penalty: 2461.731445
	Iteration 38Q: 3 clusters Score -178330.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -178332.765625 Penalty: 2461.731445
	Iteration 39Q: 3 clusters Score -178332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178336.500000 Penalty: 2461.731445
	Iteration 40F: 3 clusters Score -178336.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -178344.765625 Penalty: 2461.731445
	Iteration 41Q: 3 clusters Score -178344.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -178353.375000 Penalty: 2461.731445
	Iteration 42Q: 3 clusters Score -178353.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -178362.484375 Penalty: 2461.731445
	Iteration 43Q: 3 clusters Score -178362.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -178373.046875 Penalty: 2461.731445
	Iteration 44Q: 3 clusters Score -178373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -178389.531250 Penalty: 2461.731445
	Iteration 45Q: 3 clusters Score -178389.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -178401.687500 Penalty: 2461.731445
	Iteration 46Q: 3 clusters Score -178401.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -178411.250000 Penalty: 2461.731445
	Iteration 47Q: 3 clusters Score -178411.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -178429.656250 Penalty: 2461.731445
	Iteration 48Q: 3 clusters Score -178429.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178448.171875 Penalty: 2461.731445
	Iteration 49Q: 3 clusters Score -178448.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -178472.359375 Penalty: 2461.731445
	Iteration 50Q: 3 clusters Score -178472.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -178515.218750 Penalty: 2461.731445
	Iteration 51Q: 3 clusters Score -178515.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -178532.125000 Penalty: 2461.731445
	Iteration 52Q: 3 clusters Score -178532.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -178539.546875 Penalty: 2461.731445
	Iteration 53Q: 3 clusters Score -178539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -178542.406250 Penalty: 2461.731445
	Iteration 54Q: 3 clusters Score -178542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -178545.078125 Penalty: 2461.731445
	Iteration 55Q: 3 clusters Score -178545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -178545.828125 Penalty: 2461.731445
	Iteration 56Q: 3 clusters Score -178545.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -178545.828125 Penalty: 2461.731445
	Iteration 57F: 3 clusters Score -178545.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Entering Unmasked Estep 
Score: -4112821.500000 Penalty: 1731.957520
	Iteration 0F: 2 clusters Score -4112822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -4084370.750000 Penalty: 3463.915039
	Iteration 0F: 3 clusters Score -4084371 nChanged 19791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -4095686.500000 Penalty: 3463.915039
	Iteration 1F: 3 clusters Score -4095686 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -4096515.750000 Penalty: 3463.915039
	Iteration 2Q: 3 clusters Score -4096516 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -4097703.000000 Penalty: 3463.915039
	Iteration 3F: 3 clusters Score -4097703 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -4099320.750000 Penalty: 3463.915039
	Iteration 4F: 3 clusters Score -4099321 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4101508.500000 Penalty: 3463.915039
	Iteration 5F: 3 clusters Score -4101508 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -4103717.000000 Penalty: 3463.915039
	Iteration 6F: 3 clusters Score -4103717 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -4105550.750000 Penalty: 3463.915039
	Iteration 7F: 3 clusters Score -4105551 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4106944.750000 Penalty: 3463.915039
	Iteration 8Q: 3 clusters Score -4106945 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -4107971.500000 Penalty: 3463.915039
	Iteration 9Q: 3 clusters Score -4107972 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -4108714.250000 Penalty: 3463.915039
	Iteration 10Q: 3 clusters Score -4108714 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -4109314.000000 Penalty: 3463.915039
	Iteration 11Q: 3 clusters Score -4109314 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -4109800.250000 Penalty: 3463.915039
	Iteration 12Q: 3 clusters Score -4109800 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -4110144.500000 Penalty: 3463.915039
	Iteration 13Q: 3 clusters Score -4110144 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -4110463.500000 Penalty: 3463.915039
	Iteration 14Q: 3 clusters Score -4110464 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4110693.500000 Penalty: 3463.915039
	Iteration 15Q: 3 clusters Score -4110694 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -4110849.000000 Penalty: 3463.915039
	Iteration 16Q: 3 clusters Score -4110849 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -4110946.250000 Penalty: 3463.915039
	Iteration 17Q: 3 clusters Score -4110946 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -4111038.750000 Penalty: 3463.915039
	Iteration 18Q: 3 clusters Score -4111039 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -4111101.500000 Penalty: 3463.915039
	Iteration 19Q: 3 clusters Score -4111102 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -4111143.750000 Penalty: 3463.915039
	Iteration 20F: 3 clusters Score -4111144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -4111191.500000 Penalty: 3463.915039
	Iteration 21Q: 3 clusters Score -4111192 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -4111255.750000 Penalty: 3463.915039
	Iteration 22Q: 3 clusters Score -4111256 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -4111296.500000 Penalty: 3463.915039
	Iteration 23Q: 3 clusters Score -4111296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -4111316.750000 Penalty: 3463.915039
	Iteration 24Q: 3 clusters Score -4111317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -4111341.750000 Penalty: 3463.915039
	Iteration 25Q: 3 clusters Score -4111342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -4111357.750000 Penalty: 3463.915039
	Iteration 26Q: 3 clusters Score -4111358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -4111364.250000 Penalty: 3463.915039
	Iteration 27Q: 3 clusters Score -4111364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -4111374.000000 Penalty: 3463.915039
	Iteration 28Q: 3 clusters Score -4111374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -4111378.250000 Penalty: 3463.915039
	Iteration 29Q: 3 clusters Score -4111378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -4111380.500000 Penalty: 3463.915039
	Iteration 30Q: 3 clusters Score -4111380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -4111383.750000 Penalty: 3463.915039
	Iteration 31Q: 3 clusters Score -4111384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -4111385.750000 Penalty: 3463.915039
	Iteration 32Q: 3 clusters Score -4111386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -4111384.750000 Penalty: 3463.915039
	Iteration 33Q: 3 clusters Score -4111385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -4111391.250000 Penalty: 3463.915039
	Iteration 34Q: 3 clusters Score -4111391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -4111395.000000 Penalty: 3463.915039
	Iteration 35Q: 3 clusters Score -4111395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -4111397.250000 Penalty: 3463.915039
	Iteration 36Q: 3 clusters Score -4111397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -4111399.500000 Penalty: 3463.915039
	Iteration 37Q: 3 clusters Score -4111400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -4111400.250000 Penalty: 3463.915039
	Iteration 38Q: 3 clusters Score -4111400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -4111405.500000 Penalty: 3463.915039
	Iteration 39Q: 3 clusters Score -4111406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -4111403.250000 Penalty: 3463.915039
	Iteration 40F: 3 clusters Score -4111403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Entering Unmasked Estep 
Score: -1400354.625000 Penalty: 1557.305664
	Iteration 0F: 2 clusters Score -1400355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1390125.250000 Penalty: 3114.611328
	Iteration 0F: 3 clusters Score -1390125 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1393748.250000 Penalty: 3114.611328
	Iteration 1F: 3 clusters Score -1393748 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1394086.500000 Penalty: 3114.611328
	Iteration 2F: 3 clusters Score -1394086 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1394376.000000 Penalty: 3114.611328
	Iteration 3Q: 3 clusters Score -1394376 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1394626.750000 Penalty: 3114.611328
	Iteration 4Q: 3 clusters Score -1394627 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1394839.125000 Penalty: 3114.611328
	Iteration 5Q: 3 clusters Score -1394839 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1395033.250000 Penalty: 3114.611328
	Iteration 6Q: 3 clusters Score -1395033 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1395271.875000 Penalty: 3114.611328
	Iteration 7Q: 3 clusters Score -1395272 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1395498.875000 Penalty: 3114.611328
	Iteration 8Q: 3 clusters Score -1395499 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1395740.625000 Penalty: 3114.611328
	Iteration 9Q: 3 clusters Score -1395741 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1396026.500000 Penalty: 3114.611328
	Iteration 10Q: 3 clusters Score -1396026 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1396356.000000 Penalty: 3114.611328
	Iteration 11Q: 3 clusters Score -1396356 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1396673.125000 Penalty: 3114.611328
	Iteration 12Q: 3 clusters Score -1396673 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1396995.125000 Penalty: 3114.611328
	Iteration 13Q: 3 clusters Score -1396995 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1397289.000000 Penalty: 3114.611328
	Iteration 14Q: 3 clusters Score -1397289 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1397522.875000 Penalty: 3114.611328
	Iteration 15Q: 3 clusters Score -1397523 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1397673.125000 Penalty: 3114.611328
	Iteration 16Q: 3 clusters Score -1397673 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1397771.875000 Penalty: 3114.611328
	Iteration 17Q: 3 clusters Score -1397772 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1397845.875000 Penalty: 3114.611328
	Iteration 18Q: 3 clusters Score -1397846 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1397904.375000 Penalty: 3114.611328
	Iteration 19Q: 3 clusters Score -1397904 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1397975.750000 Penalty: 3114.611328
	Iteration 20F: 3 clusters Score -1397976 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1398055.875000 Penalty: 3114.611328
	Iteration 21Q: 3 clusters Score -1398056 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1398125.750000 Penalty: 3114.611328
	Iteration 22Q: 3 clusters Score -1398126 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1398209.500000 Penalty: 3114.611328
	Iteration 23Q: 3 clusters Score -1398210 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1398289.875000 Penalty: 3114.611328
	Iteration 24Q: 3 clusters Score -1398290 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1398375.500000 Penalty: 3114.611328
	Iteration 25Q: 3 clusters Score -1398376 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1398453.375000 Penalty: 3114.611328
	Iteration 26Q: 3 clusters Score -1398453 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1398542.750000 Penalty: 3114.611328
	Iteration 27Q: 3 clusters Score -1398543 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1398635.000000 Penalty: 3114.611328
	Iteration 28Q: 3 clusters Score -1398635 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1398723.750000 Penalty: 3114.611328
	Iteration 29Q: 3 clusters Score -1398724 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1398814.750000 Penalty: 3114.611328
	Iteration 30Q: 3 clusters Score -1398815 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1398882.000000 Penalty: 3114.611328
	Iteration 31Q: 3 clusters Score -1398882 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1398943.500000 Penalty: 3114.611328
	Iteration 32Q: 3 clusters Score -1398944 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1398988.625000 Penalty: 3114.611328
	Iteration 33Q: 3 clusters Score -1398989 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1399011.375000 Penalty: 3114.611328
	Iteration 34Q: 3 clusters Score -1399011 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1399029.000000 Penalty: 3114.611328
	Iteration 35Q: 3 clusters Score -1399029 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1399045.125000 Penalty: 3114.611328
	Iteration 36Q: 3 clusters Score -1399045 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1399059.750000 Penalty: 3114.611328
	Iteration 37Q: 3 clusters Score -1399060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1399070.500000 Penalty: 3114.611328
	Iteration 38Q: 3 clusters Score -1399070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1399084.375000 Penalty: 3114.611328
	Iteration 39Q: 3 clusters Score -1399084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1399096.375000 Penalty: 3114.611328
	Iteration 40F: 3 clusters Score -1399096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1399110.125000 Penalty: 3114.611328
	Iteration 41Q: 3 clusters Score -1399110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1399119.625000 Penalty: 3114.611328
	Iteration 42Q: 3 clusters Score -1399120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1399125.000000 Penalty: 3114.611328
	Iteration 43Q: 3 clusters Score -1399125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1399129.500000 Penalty: 3114.611328
	Iteration 44Q: 3 clusters Score -1399130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1399138.250000 Penalty: 3114.611328
	Iteration 45Q: 3 clusters Score -1399138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1399136.000000 Penalty: 3114.611328
	Iteration 46Q: 3 clusters Score -1399136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1399145.000000 Penalty: 3114.611328
	Iteration 47Q: 3 clusters Score -1399145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1399144.250000 Penalty: 3114.611328
	Iteration 48Q: 3 clusters Score -1399144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1399144.250000 Penalty: 3114.611328
	Iteration 49Q: 3 clusters Score -1399144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1399145.000000 Penalty: 3114.611328
	Iteration 50Q: 3 clusters Score -1399145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1399146.000000 Penalty: 3114.611328
	Iteration 51Q: 3 clusters Score -1399146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1399148.125000 Penalty: 3114.611328
	Iteration 52Q: 3 clusters Score -1399148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1399151.500000 Penalty: 3114.611328
	Iteration 53Q: 3 clusters Score -1399152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1399150.000000 Penalty: 3114.611328
	Iteration 54Q: 3 clusters Score -1399150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1399153.375000 Penalty: 3114.611328
	Iteration 55Q: 3 clusters Score -1399153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1399152.000000 Penalty: 3114.611328
	Iteration 56Q: 3 clusters Score -1399152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1399153.375000 Penalty: 3114.611328
	Iteration 57Q: 3 clusters Score -1399153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1399153.750000 Penalty: 3114.611328
	Iteration 58Q: 3 clusters Score -1399154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1399155.375000 Penalty: 3114.611328
	Iteration 59Q: 3 clusters Score -1399155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1399156.375000 Penalty: 3114.611328
	Iteration 60F: 3 clusters Score -1399156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1399162.000000 Penalty: 3114.611328
	Iteration 61Q: 3 clusters Score -1399162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1399166.250000 Penalty: 3114.611328
	Iteration 62Q: 3 clusters Score -1399166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1399166.250000 Penalty: 3114.611328
	Iteration 63Q: 3 clusters Score -1399166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1399171.000000 Penalty: 3114.611328
	Iteration 64Q: 3 clusters Score -1399171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1399167.250000 Penalty: 3114.611328
	Iteration 65Q: 3 clusters Score -1399167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1399166.875000 Penalty: 3114.611328
	Iteration 66Q: 3 clusters Score -1399167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1399167.000000 Penalty: 3114.611328
	Iteration 67Q: 3 clusters Score -1399167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1399170.375000 Penalty: 3114.611328
	Iteration 68Q: 3 clusters Score -1399170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1399169.875000 Penalty: 3114.611328
	Iteration 69Q: 3 clusters Score -1399170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1399172.000000 Penalty: 3114.611328
	Iteration 70Q: 3 clusters Score -1399172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1399172.375000 Penalty: 3114.611328
	Iteration 71Q: 3 clusters Score -1399172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1399175.125000 Penalty: 3114.611328
	Iteration 72Q: 3 clusters Score -1399175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1399172.750000 Penalty: 3114.611328
	Iteration 73Q: 3 clusters Score -1399173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1399173.875000 Penalty: 3114.611328
	Iteration 74Q: 3 clusters Score -1399174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1399176.500000 Penalty: 3114.611328
	Iteration 75Q: 3 clusters Score -1399176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1399175.125000 Penalty: 3114.611328
	Iteration 76Q: 3 clusters Score -1399175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1399176.000000 Penalty: 3114.611328
	Iteration 77Q: 3 clusters Score -1399176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1399174.000000 Penalty: 3114.611328
	Iteration 78Q: 3 clusters Score -1399174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1399174.250000 Penalty: 3114.611328
	Iteration 79Q: 3 clusters Score -1399174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1399174.250000 Penalty: 3114.611328
	Iteration 80F: 3 clusters Score -1399174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -141650.890625 Penalty: 1196.326660
	Iteration 0F: 2 clusters Score -141650.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -139837.375000 Penalty: 2392.653320
	Iteration 0F: 3 clusters Score -139837.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -140197.046875 Penalty: 2392.653320
	Iteration 1F: 3 clusters Score -140197 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -140280.187500 Penalty: 2392.653320
	Iteration 2F: 3 clusters Score -140280.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -140316.328125 Penalty: 2392.653320
	Iteration 3Q: 3 clusters Score -140316.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -140350.890625 Penalty: 2392.653320
	Iteration 4Q: 3 clusters Score -140350.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -140380.593750 Penalty: 2392.653320
	Iteration 5Q: 3 clusters Score -140380.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -140402.031250 Penalty: 2392.653320
	Iteration 6Q: 3 clusters Score -140402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -140423.031250 Penalty: 2392.653320
	Iteration 7Q: 3 clusters Score -140423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -140443.718750 Penalty: 2392.653320
	Iteration 8Q: 3 clusters Score -140443.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -140476.750000 Penalty: 2392.653320
	Iteration 9Q: 3 clusters Score -140476.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -140524.656250 Penalty: 2392.653320
	Iteration 10Q: 3 clusters Score -140524.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -140573.156250 Penalty: 2392.653320
	Iteration 11Q: 3 clusters Score -140573.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -140622.890625 Penalty: 2392.653320
	Iteration 12Q: 3 clusters Score -140622.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -140685.484375 Penalty: 2392.653320
	Iteration 13Q: 3 clusters Score -140685.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -140751.937500 Penalty: 2392.653320
	Iteration 14Q: 3 clusters Score -140751.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -140814.625000 Penalty: 2392.653320
	Iteration 15Q: 3 clusters Score -140814.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -140884.546875 Penalty: 2392.653320
	Iteration 16Q: 3 clusters Score -140884.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -140953.203125 Penalty: 2392.653320
	Iteration 17Q: 3 clusters Score -140953.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -141027.796875 Penalty: 2392.653320
	Iteration 18Q: 3 clusters Score -141027.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -141085.031250 Penalty: 2392.653320
	Iteration 19Q: 3 clusters Score -141085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -141130.968750 Penalty: 2392.653320
	Iteration 20F: 3 clusters Score -141131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -141156.484375 Penalty: 2392.653320
	Iteration 21Q: 3 clusters Score -141156.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -141180.656250 Penalty: 2392.653320
	Iteration 22Q: 3 clusters Score -141180.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -141200.500000 Penalty: 2392.653320
	Iteration 23Q: 3 clusters Score -141200.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -141210.093750 Penalty: 2392.653320
	Iteration 24Q: 3 clusters Score -141210.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -141217.343750 Penalty: 2392.653320
	Iteration 25Q: 3 clusters Score -141217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -141219.953125 Penalty: 2392.653320
	Iteration 26Q: 3 clusters Score -141220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -141223.515625 Penalty: 2392.653320
	Iteration 27Q: 3 clusters Score -141223.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -141230.343750 Penalty: 2392.653320
	Iteration 28Q: 3 clusters Score -141230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -141231.796875 Penalty: 2392.653320
	Iteration 29Q: 3 clusters Score -141231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -141232.062500 Penalty: 2392.653320
	Iteration 30Q: 3 clusters Score -141232.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -141232.062500 Penalty: 2392.653320
	Iteration 31F: 3 clusters Score -141232.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Entering Unmasked Estep 
Score: -1777428.250000 Penalty: 1599.771118
	Iteration 0F: 2 clusters Score -1777428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1764468.750000 Penalty: 3199.542236
	Iteration 0F: 3 clusters Score -1764469 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1769153.750000 Penalty: 3199.542236
	Iteration 1F: 3 clusters Score -1769154 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1769560.875000 Penalty: 3199.542236
	Iteration 2F: 3 clusters Score -1769561 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1769910.625000 Penalty: 3199.542236
	Iteration 3Q: 3 clusters Score -1769911 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1770310.625000 Penalty: 3199.542236
	Iteration 4Q: 3 clusters Score -1770311 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1770676.125000 Penalty: 3199.542236
	Iteration 5Q: 3 clusters Score -1770676 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1771026.500000 Penalty: 3199.542236
	Iteration 6Q: 3 clusters Score -1771026 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1771418.750000 Penalty: 3199.542236
	Iteration 7Q: 3 clusters Score -1771419 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1771855.625000 Penalty: 3199.542236
	Iteration 8Q: 3 clusters Score -1771856 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1772318.625000 Penalty: 3199.542236
	Iteration 9Q: 3 clusters Score -1772319 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1772837.125000 Penalty: 3199.542236
	Iteration 10Q: 3 clusters Score -1772837 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1773352.375000 Penalty: 3199.542236
	Iteration 11Q: 3 clusters Score -1773352 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1773783.125000 Penalty: 3199.542236
	Iteration 12Q: 3 clusters Score -1773783 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1774079.375000 Penalty: 3199.542236
	Iteration 13Q: 3 clusters Score -1774079 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1774278.125000 Penalty: 3199.542236
	Iteration 14Q: 3 clusters Score -1774278 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1774455.625000 Penalty: 3199.542236
	Iteration 15Q: 3 clusters Score -1774456 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1774602.500000 Penalty: 3199.542236
	Iteration 16Q: 3 clusters Score -1774602 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1774727.000000 Penalty: 3199.542236
	Iteration 17Q: 3 clusters Score -1774727 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1774825.375000 Penalty: 3199.542236
	Iteration 18Q: 3 clusters Score -1774825 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1774937.250000 Penalty: 3199.542236
	Iteration 19Q: 3 clusters Score -1774937 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1775038.500000 Penalty: 3199.542236
	Iteration 20F: 3 clusters Score -1775038 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1775134.750000 Penalty: 3199.542236
	Iteration 21Q: 3 clusters Score -1775135 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1775213.500000 Penalty: 3199.542236
	Iteration 22Q: 3 clusters Score -1775214 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1775275.250000 Penalty: 3199.542236
	Iteration 23Q: 3 clusters Score -1775275 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1775337.000000 Penalty: 3199.542236
	Iteration 24Q: 3 clusters Score -1775337 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1775412.125000 Penalty: 3199.542236
	Iteration 25Q: 3 clusters Score -1775412 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1775464.375000 Penalty: 3199.542236
	Iteration 26Q: 3 clusters Score -1775464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1775533.000000 Penalty: 3199.542236
	Iteration 27Q: 3 clusters Score -1775533 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1775600.375000 Penalty: 3199.542236
	Iteration 28Q: 3 clusters Score -1775600 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1775655.625000 Penalty: 3199.542236
	Iteration 29Q: 3 clusters Score -1775656 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1775707.500000 Penalty: 3199.542236
	Iteration 30Q: 3 clusters Score -1775708 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1775776.500000 Penalty: 3199.542236
	Iteration 31Q: 3 clusters Score -1775776 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1775840.750000 Penalty: 3199.542236
	Iteration 32Q: 3 clusters Score -1775841 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1775894.000000 Penalty: 3199.542236
	Iteration 33Q: 3 clusters Score -1775894 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1775941.875000 Penalty: 3199.542236
	Iteration 34Q: 3 clusters Score -1775942 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1775994.875000 Penalty: 3199.542236
	Iteration 35Q: 3 clusters Score -1775995 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1776033.500000 Penalty: 3199.542236
	Iteration 36Q: 3 clusters Score -1776034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1776064.875000 Penalty: 3199.542236
	Iteration 37Q: 3 clusters Score -1776065 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1776102.125000 Penalty: 3199.542236
	Iteration 38Q: 3 clusters Score -1776102 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1776133.875000 Penalty: 3199.542236
	Iteration 39Q: 3 clusters Score -1776134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1776172.125000 Penalty: 3199.542236
	Iteration 40F: 3 clusters Score -1776172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1776222.000000 Penalty: 3199.542236
	Iteration 41Q: 3 clusters Score -1776222 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1776273.375000 Penalty: 3199.542236
	Iteration 42Q: 3 clusters Score -1776273 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1776309.000000 Penalty: 3199.542236
	Iteration 43Q: 3 clusters Score -1776309 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1776354.125000 Penalty: 3199.542236
	Iteration 44Q: 3 clusters Score -1776354 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1776397.500000 Penalty: 3199.542236
	Iteration 45Q: 3 clusters Score -1776398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1776438.750000 Penalty: 3199.542236
	Iteration 46Q: 3 clusters Score -1776439 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1776480.875000 Penalty: 3199.542236
	Iteration 47Q: 3 clusters Score -1776481 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1776540.875000 Penalty: 3199.542236
	Iteration 48Q: 3 clusters Score -1776541 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1776613.375000 Penalty: 3199.542236
	Iteration 49Q: 3 clusters Score -1776613 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1776674.500000 Penalty: 3199.542236
	Iteration 50Q: 3 clusters Score -1776674 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1776724.875000 Penalty: 3199.542236
	Iteration 51Q: 3 clusters Score -1776725 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1776766.500000 Penalty: 3199.542236
	Iteration 52Q: 3 clusters Score -1776766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1776803.750000 Penalty: 3199.542236
	Iteration 53Q: 3 clusters Score -1776804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1776814.750000 Penalty: 3199.542236
	Iteration 54Q: 3 clusters Score -1776815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1776827.375000 Penalty: 3199.542236
	Iteration 55Q: 3 clusters Score -1776827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1776839.750000 Penalty: 3199.542236
	Iteration 56Q: 3 clusters Score -1776840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1776845.125000 Penalty: 3199.542236
	Iteration 57Q: 3 clusters Score -1776845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1776848.750000 Penalty: 3199.542236
	Iteration 58Q: 3 clusters Score -1776849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1776849.500000 Penalty: 3199.542236
	Iteration 59Q: 3 clusters Score -1776850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1776849.375000 Penalty: 3199.542236
	Iteration 60F: 3 clusters Score -1776849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Entering Unmasked Estep 
Score: -1031097.187500 Penalty: 1507.401245
	Iteration 0F: 2 clusters Score -1031097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1023510.750000 Penalty: 3014.802490
	Iteration 0F: 3 clusters Score -1023511 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1025985.187500 Penalty: 3014.802490
	Iteration 1F: 3 clusters Score -1025985 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1026192.875000 Penalty: 3014.802490
	Iteration 2F: 3 clusters Score -1026193 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1026349.187500 Penalty: 3014.802490
	Iteration 3Q: 3 clusters Score -1026349 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1026474.375000 Penalty: 3014.802490
	Iteration 4Q: 3 clusters Score -1026474 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1026591.625000 Penalty: 3014.802490
	Iteration 5Q: 3 clusters Score -1026592 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1026696.750000 Penalty: 3014.802490
	Iteration 6Q: 3 clusters Score -1026697 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1026801.750000 Penalty: 3014.802490
	Iteration 7Q: 3 clusters Score -1026802 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1026932.625000 Penalty: 3014.802490
	Iteration 8Q: 3 clusters Score -1026933 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1027082.375000 Penalty: 3014.802490
	Iteration 9Q: 3 clusters Score -1027082 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1027272.062500 Penalty: 3014.802490
	Iteration 10Q: 3 clusters Score -1027272 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1027535.937500 Penalty: 3014.802490
	Iteration 11Q: 3 clusters Score -1027536 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1027861.000000 Penalty: 3014.802490
	Iteration 12Q: 3 clusters Score -1027861 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1028248.000000 Penalty: 3014.802490
	Iteration 13F: 3 clusters Score -1028248 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1028726.750000 Penalty: 3014.802490
	Iteration 14F: 3 clusters Score -1028727 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1029114.000000 Penalty: 3014.802490
	Iteration 15Q: 3 clusters Score -1029114 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1029400.625000 Penalty: 3014.802490
	Iteration 16Q: 3 clusters Score -1029401 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1029565.687500 Penalty: 3014.802490
	Iteration 17Q: 3 clusters Score -1029566 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1029657.187500 Penalty: 3014.802490
	Iteration 18Q: 3 clusters Score -1029657 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1029720.187500 Penalty: 3014.802490
	Iteration 19Q: 3 clusters Score -1029720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1029746.187500 Penalty: 3014.802490
	Iteration 20F: 3 clusters Score -1029746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1029760.250000 Penalty: 3014.802490
	Iteration 21Q: 3 clusters Score -1029760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1029779.062500 Penalty: 3014.802490
	Iteration 22Q: 3 clusters Score -1029779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1029795.125000 Penalty: 3014.802490
	Iteration 23Q: 3 clusters Score -1029795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1029807.062500 Penalty: 3014.802490
	Iteration 24Q: 3 clusters Score -1029807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1029818.687500 Penalty: 3014.802490
	Iteration 25Q: 3 clusters Score -1029819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1029830.375000 Penalty: 3014.802490
	Iteration 26Q: 3 clusters Score -1029830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1029832.687500 Penalty: 3014.802490
	Iteration 27Q: 3 clusters Score -1029833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1029834.812500 Penalty: 3014.802490
	Iteration 28Q: 3 clusters Score -1029835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1029840.187500 Penalty: 3014.802490
	Iteration 29Q: 3 clusters Score -1029840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1029842.062500 Penalty: 3014.802490
	Iteration 30Q: 3 clusters Score -1029842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1029843.687500 Penalty: 3014.802490
	Iteration 31Q: 3 clusters Score -1029844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1029843.687500 Penalty: 3014.802490
	Iteration 32F: 3 clusters Score -1029844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Entering Unmasked Estep 
Score: -4271479.500000 Penalty: 1738.218384
	Iteration 0F: 2 clusters Score -4271480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4241785.000000 Penalty: 3476.436768
	Iteration 0F: 3 clusters Score -4241785 nChanged 20796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -4253384.500000 Penalty: 3476.436768
	Iteration 1F: 3 clusters Score -4253384 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4253798.500000 Penalty: 3476.436768
	Iteration 2Q: 3 clusters Score -4253798 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4254147.500000 Penalty: 3476.436768
	Iteration 3Q: 3 clusters Score -4254148 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -4254541.500000 Penalty: 3476.436768
	Iteration 4Q: 3 clusters Score -4254542 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4254987.000000 Penalty: 3476.436768
	Iteration 5Q: 3 clusters Score -4254987 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -4255535.500000 Penalty: 3476.436768
	Iteration 6Q: 3 clusters Score -4255536 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4256267.000000 Penalty: 3476.436768
	Iteration 7Q: 3 clusters Score -4256267 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4257130.500000 Penalty: 3476.436768
	Iteration 8Q: 3 clusters Score -4257130 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -4258120.500000 Penalty: 3476.436768
	Iteration 9Q: 3 clusters Score -4258120 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4259353.500000 Penalty: 3476.436768
	Iteration 10Q: 3 clusters Score -4259354 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -4260813.500000 Penalty: 3476.436768
	Iteration 11F: 3 clusters Score -4260814 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -4262547.500000 Penalty: 3476.436768
	Iteration 12F: 3 clusters Score -4262548 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -4264351.500000 Penalty: 3476.436768
	Iteration 13F: 3 clusters Score -4264352 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -4265989.000000 Penalty: 3476.436768
	Iteration 14F: 3 clusters Score -4265989 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -4267355.000000 Penalty: 3476.436768
	Iteration 15Q: 3 clusters Score -4267355 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4268320.500000 Penalty: 3476.436768
	Iteration 16Q: 3 clusters Score -4268320 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4268921.000000 Penalty: 3476.436768
	Iteration 17Q: 3 clusters Score -4268921 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4269299.500000 Penalty: 3476.436768
	Iteration 18Q: 3 clusters Score -4269300 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4269565.000000 Penalty: 3476.436768
	Iteration 19Q: 3 clusters Score -4269565 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4269718.500000 Penalty: 3476.436768
	Iteration 20F: 3 clusters Score -4269718 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4269792.500000 Penalty: 3476.436768
	Iteration 21Q: 3 clusters Score -4269792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4269837.500000 Penalty: 3476.436768
	Iteration 22Q: 3 clusters Score -4269838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4269864.000000 Penalty: 3476.436768
	Iteration 23Q: 3 clusters Score -4269864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4269881.500000 Penalty: 3476.436768
	Iteration 24Q: 3 clusters Score -4269882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4269911.000000 Penalty: 3476.436768
	Iteration 25Q: 3 clusters Score -4269911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4269924.500000 Penalty: 3476.436768
	Iteration 26Q: 3 clusters Score -4269924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4269934.000000 Penalty: 3476.436768
	Iteration 27Q: 3 clusters Score -4269934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4269942.500000 Penalty: 3476.436768
	Iteration 28Q: 3 clusters Score -4269942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4269955.500000 Penalty: 3476.436768
	Iteration 29Q: 3 clusters Score -4269956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4269960.500000 Penalty: 3476.436768
	Iteration 30Q: 3 clusters Score -4269960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4269967.000000 Penalty: 3476.436768
	Iteration 31Q: 3 clusters Score -4269967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4269976.000000 Penalty: 3476.436768
	Iteration 32Q: 3 clusters Score -4269976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4269988.000000 Penalty: 3476.436768
	Iteration 33Q: 3 clusters Score -4269988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4269994.500000 Penalty: 3476.436768
	Iteration 34Q: 3 clusters Score -4269994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4270000.500000 Penalty: 3476.436768
	Iteration 35Q: 3 clusters Score -4270000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4270005.500000 Penalty: 3476.436768
	Iteration 36Q: 3 clusters Score -4270006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4270007.000000 Penalty: 3476.436768
	Iteration 37Q: 3 clusters Score -4270007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4270011.000000 Penalty: 3476.436768
	Iteration 38Q: 3 clusters Score -4270011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4270011.000000 Penalty: 3476.436768
	Iteration 39Q: 3 clusters Score -4270011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4270012.000000 Penalty: 3476.436768
	Iteration 40F: 3 clusters Score -4270012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4270013.500000 Penalty: 3476.436768
	Iteration 41Q: 3 clusters Score -4270014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4270016.500000 Penalty: 3476.436768
	Iteration 42Q: 3 clusters Score -4270016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4270016.500000 Penalty: 3476.436768
	Iteration 43F: 3 clusters Score -4270016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Entering Unmasked Estep 
Score: -1921739.500000 Penalty: 1607.954102
	Iteration 0F: 2 clusters Score -1921740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1908174.125000 Penalty: 3215.908203
	Iteration 0F: 3 clusters Score -1908174 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1913107.375000 Penalty: 3215.908203
	Iteration 1F: 3 clusters Score -1913107 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1913477.250000 Penalty: 3215.908203
	Iteration 2Q: 3 clusters Score -1913477 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1913875.875000 Penalty: 3215.908203
	Iteration 3Q: 3 clusters Score -1913876 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1914343.125000 Penalty: 3215.908203
	Iteration 4Q: 3 clusters Score -1914343 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1914898.625000 Penalty: 3215.908203
	Iteration 5Q: 3 clusters Score -1914899 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1915594.750000 Penalty: 3215.908203
	Iteration 6F: 3 clusters Score -1915595 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1916456.375000 Penalty: 3215.908203
	Iteration 7F: 3 clusters Score -1916456 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1917339.750000 Penalty: 3215.908203
	Iteration 8F: 3 clusters Score -1917340 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1918075.750000 Penalty: 3215.908203
	Iteration 9Q: 3 clusters Score -1918076 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1918594.375000 Penalty: 3215.908203
	Iteration 10Q: 3 clusters Score -1918594 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1918937.375000 Penalty: 3215.908203
	Iteration 11Q: 3 clusters Score -1918937 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1919179.125000 Penalty: 3215.908203
	Iteration 12Q: 3 clusters Score -1919179 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1919356.250000 Penalty: 3215.908203
	Iteration 13Q: 3 clusters Score -1919356 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1919488.750000 Penalty: 3215.908203
	Iteration 14Q: 3 clusters Score -1919489 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1919600.750000 Penalty: 3215.908203
	Iteration 15Q: 3 clusters Score -1919601 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1919697.375000 Penalty: 3215.908203
	Iteration 16Q: 3 clusters Score -1919697 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1919768.000000 Penalty: 3215.908203
	Iteration 17Q: 3 clusters Score -1919768 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1919834.250000 Penalty: 3215.908203
	Iteration 18Q: 3 clusters Score -1919834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1919883.375000 Penalty: 3215.908203
	Iteration 19Q: 3 clusters Score -1919883 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1919921.625000 Penalty: 3215.908203
	Iteration 20F: 3 clusters Score -1919922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1919968.375000 Penalty: 3215.908203
	Iteration 21Q: 3 clusters Score -1919968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1920000.250000 Penalty: 3215.908203
	Iteration 22Q: 3 clusters Score -1920000 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1920035.125000 Penalty: 3215.908203
	Iteration 23Q: 3 clusters Score -1920035 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1920071.000000 Penalty: 3215.908203
	Iteration 24Q: 3 clusters Score -1920071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1920100.375000 Penalty: 3215.908203
	Iteration 25Q: 3 clusters Score -1920100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1920125.000000 Penalty: 3215.908203
	Iteration 26Q: 3 clusters Score -1920125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1920140.000000 Penalty: 3215.908203
	Iteration 27Q: 3 clusters Score -1920140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1920162.375000 Penalty: 3215.908203
	Iteration 28Q: 3 clusters Score -1920162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1920174.750000 Penalty: 3215.908203
	Iteration 29Q: 3 clusters Score -1920175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1920190.625000 Penalty: 3215.908203
	Iteration 30Q: 3 clusters Score -1920191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1920204.000000 Penalty: 3215.908203
	Iteration 31Q: 3 clusters Score -1920204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1920220.250000 Penalty: 3215.908203
	Iteration 32Q: 3 clusters Score -1920220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1920229.500000 Penalty: 3215.908203
	Iteration 33Q: 3 clusters Score -1920230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1920249.500000 Penalty: 3215.908203
	Iteration 34Q: 3 clusters Score -1920250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1920265.250000 Penalty: 3215.908203
	Iteration 35Q: 3 clusters Score -1920265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1920273.000000 Penalty: 3215.908203
	Iteration 36Q: 3 clusters Score -1920273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1920281.500000 Penalty: 3215.908203
	Iteration 37Q: 3 clusters Score -1920282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1920284.875000 Penalty: 3215.908203
	Iteration 38Q: 3 clusters Score -1920285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1920289.375000 Penalty: 3215.908203
	Iteration 39Q: 3 clusters Score -1920289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1920298.125000 Penalty: 3215.908203
	Iteration 40F: 3 clusters Score -1920298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1920302.000000 Penalty: 3215.908203
	Iteration 41Q: 3 clusters Score -1920302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1920303.750000 Penalty: 3215.908203
	Iteration 42Q: 3 clusters Score -1920304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1920311.625000 Penalty: 3215.908203
	Iteration 43Q: 3 clusters Score -1920312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1920314.250000 Penalty: 3215.908203
	Iteration 44Q: 3 clusters Score -1920314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1920320.125000 Penalty: 3215.908203
	Iteration 45Q: 3 clusters Score -1920320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1920313.875000 Penalty: 3215.908203
	Iteration 46Q: 3 clusters Score -1920314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1920320.625000 Penalty: 3215.908203
	Iteration 47Q: 3 clusters Score -1920321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1920322.125000 Penalty: 3215.908203
	Iteration 48Q: 3 clusters Score -1920322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1920323.500000 Penalty: 3215.908203
	Iteration 49Q: 3 clusters Score -1920324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1920324.125000 Penalty: 3215.908203
	Iteration 50Q: 3 clusters Score -1920324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1920326.125000 Penalty: 3215.908203
	Iteration 51Q: 3 clusters Score -1920326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1920333.000000 Penalty: 3215.908203
	Iteration 52Q: 3 clusters Score -1920333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1920335.875000 Penalty: 3215.908203
	Iteration 53Q: 3 clusters Score -1920336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1920333.875000 Penalty: 3215.908203
	Iteration 54Q: 3 clusters Score -1920334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1920338.250000 Penalty: 3215.908203
	Iteration 55Q: 3 clusters Score -1920338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1920342.000000 Penalty: 3215.908203
	Iteration 56Q: 3 clusters Score -1920342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1920341.250000 Penalty: 3215.908203
	Iteration 57Q: 3 clusters Score -1920341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1920342.750000 Penalty: 3215.908203
	Iteration 58Q: 3 clusters Score -1920343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1920342.750000 Penalty: 3215.908203
	Iteration 59F: 3 clusters Score -1920343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Entering Unmasked Estep 
Score: -2225874.750000 Penalty: 1632.261108
	Iteration 0F: 2 clusters Score -2225875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2210300.250000 Penalty: 3264.522217
	Iteration 0F: 3 clusters Score -2210300 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2216253.000000 Penalty: 3264.522217
	Iteration 1F: 3 clusters Score -2216253 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2216874.750000 Penalty: 3264.522217
	Iteration 2F: 3 clusters Score -2216875 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2217537.500000 Penalty: 3264.522217
	Iteration 3F: 3 clusters Score -2217538 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2218324.250000 Penalty: 3264.522217
	Iteration 4F: 3 clusters Score -2218324 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2219183.500000 Penalty: 3264.522217
	Iteration 5F: 3 clusters Score -2219184 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2220066.500000 Penalty: 3264.522217
	Iteration 6F: 3 clusters Score -2220066 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2220912.250000 Penalty: 3264.522217
	Iteration 7F: 3 clusters Score -2220912 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2221583.250000 Penalty: 3264.522217
	Iteration 8Q: 3 clusters Score -2221583 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2221989.500000 Penalty: 3264.522217
	Iteration 9Q: 3 clusters Score -2221990 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2222221.250000 Penalty: 3264.522217
	Iteration 10Q: 3 clusters Score -2222221 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2222349.000000 Penalty: 3264.522217
	Iteration 11Q: 3 clusters Score -2222349 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2222457.750000 Penalty: 3264.522217
	Iteration 12Q: 3 clusters Score -2222458 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2222538.250000 Penalty: 3264.522217
	Iteration 13Q: 3 clusters Score -2222538 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2222616.000000 Penalty: 3264.522217
	Iteration 14Q: 3 clusters Score -2222616 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2222681.250000 Penalty: 3264.522217
	Iteration 15Q: 3 clusters Score -2222681 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2222742.250000 Penalty: 3264.522217
	Iteration 16Q: 3 clusters Score -2222742 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2222786.250000 Penalty: 3264.522217
	Iteration 17Q: 3 clusters Score -2222786 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2222846.250000 Penalty: 3264.522217
	Iteration 18Q: 3 clusters Score -2222846 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2222902.500000 Penalty: 3264.522217
	Iteration 19Q: 3 clusters Score -2222902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2222940.250000 Penalty: 3264.522217
	Iteration 20F: 3 clusters Score -2222940 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2222972.000000 Penalty: 3264.522217
	Iteration 21Q: 3 clusters Score -2222972 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2222997.000000 Penalty: 3264.522217
	Iteration 22Q: 3 clusters Score -2222997 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2223027.250000 Penalty: 3264.522217
	Iteration 23Q: 3 clusters Score -2223027 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2223067.750000 Penalty: 3264.522217
	Iteration 24Q: 3 clusters Score -2223068 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2223103.500000 Penalty: 3264.522217
	Iteration 25Q: 3 clusters Score -2223104 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2223136.250000 Penalty: 3264.522217
	Iteration 26Q: 3 clusters Score -2223136 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2223187.500000 Penalty: 3264.522217
	Iteration 27Q: 3 clusters Score -2223188 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2223236.250000 Penalty: 3264.522217
	Iteration 28Q: 3 clusters Score -2223236 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2223286.000000 Penalty: 3264.522217
	Iteration 29Q: 3 clusters Score -2223286 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2223336.250000 Penalty: 3264.522217
	Iteration 30Q: 3 clusters Score -2223336 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2223370.750000 Penalty: 3264.522217
	Iteration 31Q: 3 clusters Score -2223371 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2223403.250000 Penalty: 3264.522217
	Iteration 32Q: 3 clusters Score -2223403 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2223440.250000 Penalty: 3264.522217
	Iteration 33Q: 3 clusters Score -2223440 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2223492.250000 Penalty: 3264.522217
	Iteration 34Q: 3 clusters Score -2223492 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2223533.250000 Penalty: 3264.522217
	Iteration 35Q: 3 clusters Score -2223533 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2223588.000000 Penalty: 3264.522217
	Iteration 36Q: 3 clusters Score -2223588 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2223658.500000 Penalty: 3264.522217
	Iteration 37Q: 3 clusters Score -2223658 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2223708.250000 Penalty: 3264.522217
	Iteration 38Q: 3 clusters Score -2223708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2223760.000000 Penalty: 3264.522217
	Iteration 39Q: 3 clusters Score -2223760 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2223827.500000 Penalty: 3264.522217
	Iteration 40F: 3 clusters Score -2223828 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2223895.750000 Penalty: 3264.522217
	Iteration 41Q: 3 clusters Score -2223896 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2223965.750000 Penalty: 3264.522217
	Iteration 42Q: 3 clusters Score -2223966 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2224034.500000 Penalty: 3264.522217
	Iteration 43Q: 3 clusters Score -2224034 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2224094.500000 Penalty: 3264.522217
	Iteration 44Q: 3 clusters Score -2224094 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2224151.000000 Penalty: 3264.522217
	Iteration 45Q: 3 clusters Score -2224151 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2224213.250000 Penalty: 3264.522217
	Iteration 46Q: 3 clusters Score -2224213 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2224284.500000 Penalty: 3264.522217
	Iteration 47Q: 3 clusters Score -2224284 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2224339.250000 Penalty: 3264.522217
	Iteration 48Q: 3 clusters Score -2224339 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2224380.500000 Penalty: 3264.522217
	Iteration 49Q: 3 clusters Score -2224380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2224398.000000 Penalty: 3264.522217
	Iteration 50Q: 3 clusters Score -2224398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2224425.750000 Penalty: 3264.522217
	Iteration 51Q: 3 clusters Score -2224426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2224452.750000 Penalty: 3264.522217
	Iteration 52Q: 3 clusters Score -2224453 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2224469.250000 Penalty: 3264.522217
	Iteration 53Q: 3 clusters Score -2224469 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2224488.500000 Penalty: 3264.522217
	Iteration 54Q: 3 clusters Score -2224488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2224494.000000 Penalty: 3264.522217
	Iteration 55Q: 3 clusters Score -2224494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2224512.500000 Penalty: 3264.522217
	Iteration 56Q: 3 clusters Score -2224512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2224526.500000 Penalty: 3264.522217
	Iteration 57Q: 3 clusters Score -2224526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2224542.500000 Penalty: 3264.522217
	Iteration 58Q: 3 clusters Score -2224542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2224549.000000 Penalty: 3264.522217
	Iteration 59Q: 3 clusters Score -2224549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2224562.250000 Penalty: 3264.522217
	Iteration 60F: 3 clusters Score -2224562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2224566.250000 Penalty: 3264.522217
	Iteration 61Q: 3 clusters Score -2224566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2224575.750000 Penalty: 3264.522217
	Iteration 62Q: 3 clusters Score -2224576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2224587.750000 Penalty: 3264.522217
	Iteration 63Q: 3 clusters Score -2224588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2224592.250000 Penalty: 3264.522217
	Iteration 64Q: 3 clusters Score -2224592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2224597.750000 Penalty: 3264.522217
	Iteration 65Q: 3 clusters Score -2224598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2224603.500000 Penalty: 3264.522217
	Iteration 66Q: 3 clusters Score -2224604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2224603.500000 Penalty: 3264.522217
	Iteration 67Q: 3 clusters Score -2224604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2224605.750000 Penalty: 3264.522217
	Iteration 68Q: 3 clusters Score -2224606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2224606.750000 Penalty: 3264.522217
	Iteration 69Q: 3 clusters Score -2224607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2224609.000000 Penalty: 3264.522217
	Iteration 70Q: 3 clusters Score -2224609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2224613.250000 Penalty: 3264.522217
	Iteration 71Q: 3 clusters Score -2224613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2224613.500000 Penalty: 3264.522217
	Iteration 72Q: 3 clusters Score -2224614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2224612.250000 Penalty: 3264.522217
	Iteration 73Q: 3 clusters Score -2224612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2224615.750000 Penalty: 3264.522217
	Iteration 74Q: 3 clusters Score -2224616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2224616.500000 Penalty: 3264.522217
	Iteration 75Q: 3 clusters Score -2224616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2224619.250000 Penalty: 3264.522217
	Iteration 76Q: 3 clusters Score -2224619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2224620.250000 Penalty: 3264.522217
	Iteration 77Q: 3 clusters Score -2224620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2224619.500000 Penalty: 3264.522217
	Iteration 78Q: 3 clusters Score -2224620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2224617.500000 Penalty: 3264.522217
	Iteration 79Q: 3 clusters Score -2224618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2224617.500000 Penalty: 3264.522217
	Iteration 80F: 3 clusters Score -2224618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -8760.243164 Penalty: 776.607544
	Iteration 0F: 2 clusters Score -8760.243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8184.710449 Penalty: 1553.215088
	Iteration 0F: 3 clusters Score -8184.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8228.173828 Penalty: 1553.215088
	Iteration 1F: 3 clusters Score -8228.174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Entering Unmasked Estep 
Score: -1752306.500000 Penalty: 1598.525635
	Iteration 0F: 2 clusters Score -1752306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1739388.875000 Penalty: 3197.051270
	Iteration 0F: 3 clusters Score -1739389 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1744003.375000 Penalty: 3197.051270
	Iteration 1F: 3 clusters Score -1744003 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1744405.250000 Penalty: 3197.051270
	Iteration 2F: 3 clusters Score -1744405 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1744853.000000 Penalty: 3197.051270
	Iteration 3F: 3 clusters Score -1744853 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1745363.750000 Penalty: 3197.051270
	Iteration 4F: 3 clusters Score -1745364 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1746085.250000 Penalty: 3197.051270
	Iteration 5F: 3 clusters Score -1746085 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1746981.000000 Penalty: 3197.051270
	Iteration 6F: 3 clusters Score -1746981 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1747994.250000 Penalty: 3197.051270
	Iteration 7F: 3 clusters Score -1747994 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1748963.500000 Penalty: 3197.051270
	Iteration 8F: 3 clusters Score -1748964 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1749683.500000 Penalty: 3197.051270
	Iteration 9Q: 3 clusters Score -1749684 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1750128.750000 Penalty: 3197.051270
	Iteration 10Q: 3 clusters Score -1750129 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1750384.125000 Penalty: 3197.051270
	Iteration 11Q: 3 clusters Score -1750384 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1750537.875000 Penalty: 3197.051270
	Iteration 12Q: 3 clusters Score -1750538 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1750653.000000 Penalty: 3197.051270
	Iteration 13Q: 3 clusters Score -1750653 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1750727.500000 Penalty: 3197.051270
	Iteration 14Q: 3 clusters Score -1750728 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1750779.125000 Penalty: 3197.051270
	Iteration 15Q: 3 clusters Score -1750779 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1750822.500000 Penalty: 3197.051270
	Iteration 16Q: 3 clusters Score -1750822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1750869.625000 Penalty: 3197.051270
	Iteration 17Q: 3 clusters Score -1750870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1750894.375000 Penalty: 3197.051270
	Iteration 18Q: 3 clusters Score -1750894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1750916.250000 Penalty: 3197.051270
	Iteration 19Q: 3 clusters Score -1750916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1750932.875000 Penalty: 3197.051270
	Iteration 20F: 3 clusters Score -1750933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1750951.125000 Penalty: 3197.051270
	Iteration 21Q: 3 clusters Score -1750951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1750968.500000 Penalty: 3197.051270
	Iteration 22Q: 3 clusters Score -1750968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1750984.625000 Penalty: 3197.051270
	Iteration 23Q: 3 clusters Score -1750985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1751000.000000 Penalty: 3197.051270
	Iteration 24Q: 3 clusters Score -1751000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1751014.625000 Penalty: 3197.051270
	Iteration 25Q: 3 clusters Score -1751015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1751014.875000 Penalty: 3197.051270
	Iteration 26Q: 3 clusters Score -1751015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1751016.500000 Penalty: 3197.051270
	Iteration 27Q: 3 clusters Score -1751016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1751021.875000 Penalty: 3197.051270
	Iteration 28Q: 3 clusters Score -1751022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1751023.250000 Penalty: 3197.051270
	Iteration 29Q: 3 clusters Score -1751023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1751023.250000 Penalty: 3197.051270
	Iteration 30F: 3 clusters Score -1751023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Entering Unmasked Estep 
Score: -549074.312500 Penalty: 1406.811768
	Iteration 0F: 2 clusters Score -549074.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -544555.812500 Penalty: 2813.623535
	Iteration 0F: 3 clusters Score -544555.8 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -545798.437500 Penalty: 2813.623535
	Iteration 1F: 3 clusters Score -545798.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -546012.062500 Penalty: 2813.623535
	Iteration 2F: 3 clusters Score -546012.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -546155.500000 Penalty: 2813.623535
	Iteration 3F: 3 clusters Score -546155.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -546275.875000 Penalty: 2813.623535
	Iteration 4Q: 3 clusters Score -546275.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -546365.937500 Penalty: 2813.623535
	Iteration 5Q: 3 clusters Score -546365.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -546434.750000 Penalty: 2813.623535
	Iteration 6Q: 3 clusters Score -546434.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -546492.812500 Penalty: 2813.623535
	Iteration 7Q: 3 clusters Score -546492.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -546540.437500 Penalty: 2813.623535
	Iteration 8Q: 3 clusters Score -546540.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -546581.312500 Penalty: 2813.623535
	Iteration 9Q: 3 clusters Score -546581.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -546616.250000 Penalty: 2813.623535
	Iteration 10Q: 3 clusters Score -546616.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -546649.875000 Penalty: 2813.623535
	Iteration 11Q: 3 clusters Score -546649.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -546684.562500 Penalty: 2813.623535
	Iteration 12Q: 3 clusters Score -546684.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -546722.625000 Penalty: 2813.623535
	Iteration 13Q: 3 clusters Score -546722.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -546770.250000 Penalty: 2813.623535
	Iteration 14Q: 3 clusters Score -546770.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -546822.750000 Penalty: 2813.623535
	Iteration 15Q: 3 clusters Score -546822.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -546879.750000 Penalty: 2813.623535
	Iteration 16Q: 3 clusters Score -546879.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -546946.375000 Penalty: 2813.623535
	Iteration 17Q: 3 clusters Score -546946.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -547026.625000 Penalty: 2813.623535
	Iteration 18Q: 3 clusters Score -547026.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -547125.687500 Penalty: 2813.623535
	Iteration 19Q: 3 clusters Score -547125.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -547217.375000 Penalty: 2813.623535
	Iteration 20F: 3 clusters Score -547217.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -547302.250000 Penalty: 2813.623535
	Iteration 21Q: 3 clusters Score -547302.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -547378.437500 Penalty: 2813.623535
	Iteration 22Q: 3 clusters Score -547378.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -547454.125000 Penalty: 2813.623535
	Iteration 23Q: 3 clusters Score -547454.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -547513.375000 Penalty: 2813.623535
	Iteration 24Q: 3 clusters Score -547513.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -547558.437500 Penalty: 2813.623535
	Iteration 25Q: 3 clusters Score -547558.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -547599.562500 Penalty: 2813.623535
	Iteration 26Q: 3 clusters Score -547599.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -547636.625000 Penalty: 2813.623535
	Iteration 27Q: 3 clusters Score -547636.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -547675.937500 Penalty: 2813.623535
	Iteration 28Q: 3 clusters Score -547675.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -547704.187500 Penalty: 2813.623535
	Iteration 29Q: 3 clusters Score -547704.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -547726.062500 Penalty: 2813.623535
	Iteration 30Q: 3 clusters Score -547726.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -547740.937500 Penalty: 2813.623535
	Iteration 31Q: 3 clusters Score -547740.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -547752.250000 Penalty: 2813.623535
	Iteration 32Q: 3 clusters Score -547752.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -547766.312500 Penalty: 2813.623535
	Iteration 33Q: 3 clusters Score -547766.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -547777.625000 Penalty: 2813.623535
	Iteration 34Q: 3 clusters Score -547777.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -547797.750000 Penalty: 2813.623535
	Iteration 35Q: 3 clusters Score -547797.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -547820.500000 Penalty: 2813.623535
	Iteration 36Q: 3 clusters Score -547820.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -547831.312500 Penalty: 2813.623535
	Iteration 37Q: 3 clusters Score -547831.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -547841.187500 Penalty: 2813.623535
	Iteration 38Q: 3 clusters Score -547841.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -547850.125000 Penalty: 2813.623535
	Iteration 39Q: 3 clusters Score -547850.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -547858.937500 Penalty: 2813.623535
	Iteration 40F: 3 clusters Score -547858.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -547873.437500 Penalty: 2813.623535
	Iteration 41Q: 3 clusters Score -547873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -547882.750000 Penalty: 2813.623535
	Iteration 42Q: 3 clusters Score -547882.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -547889.625000 Penalty: 2813.623535
	Iteration 43Q: 3 clusters Score -547889.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -547899.125000 Penalty: 2813.623535
	Iteration 44Q: 3 clusters Score -547899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -547904.062500 Penalty: 2813.623535
	Iteration 45Q: 3 clusters Score -547904.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -547910.937500 Penalty: 2813.623535
	Iteration 46Q: 3 clusters Score -547910.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -547916.625000 Penalty: 2813.623535
	Iteration 47Q: 3 clusters Score -547916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -547919.875000 Penalty: 2813.623535
	Iteration 48Q: 3 clusters Score -547919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -547925.500000 Penalty: 2813.623535
	Iteration 49Q: 3 clusters Score -547925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -547929.562500 Penalty: 2813.623535
	Iteration 50Q: 3 clusters Score -547929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -547929.562500 Penalty: 2813.623535
	Iteration 51F: 3 clusters Score -547929.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Entering Unmasked Estep 
Score: -7197265.000000 Penalty: 1824.582397
	Iteration 0F: 2 clusters Score -7197265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -7147031.500000 Penalty: 3649.164795
	Iteration 0F: 3 clusters Score -7147032 nChanged 35794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -7167657.000000 Penalty: 3649.164795
	Iteration 1F: 3 clusters Score -7167657 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -7168738.500000 Penalty: 3649.164795
	Iteration 2Q: 3 clusters Score -7168738 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -7170222.500000 Penalty: 3649.164795
	Iteration 3Q: 3 clusters Score -7170222 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -7172367.500000 Penalty: 3649.164795
	Iteration 4F: 3 clusters Score -7172368 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -7175119.000000 Penalty: 3649.164795
	Iteration 5F: 3 clusters Score -7175119 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -7178297.500000 Penalty: 3649.164795
	Iteration 6F: 3 clusters Score -7178298 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -7181593.000000 Penalty: 3649.164795
	Iteration 7F: 3 clusters Score -7181593 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -7184534.000000 Penalty: 3649.164795
	Iteration 8F: 3 clusters Score -7184534 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -7186992.500000 Penalty: 3649.164795
	Iteration 9Q: 3 clusters Score -7186992 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -7188870.000000 Penalty: 3649.164795
	Iteration 10Q: 3 clusters Score -7188870 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -7190236.500000 Penalty: 3649.164795
	Iteration 11Q: 3 clusters Score -7190236 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -7191311.500000 Penalty: 3649.164795
	Iteration 12Q: 3 clusters Score -7191312 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -7192252.000000 Penalty: 3649.164795
	Iteration 13Q: 3 clusters Score -7192252 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -7193129.500000 Penalty: 3649.164795
	Iteration 14Q: 3 clusters Score -7193130 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -7193865.500000 Penalty: 3649.164795
	Iteration 15Q: 3 clusters Score -7193866 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -7194474.000000 Penalty: 3649.164795
	Iteration 16Q: 3 clusters Score -7194474 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -7194947.000000 Penalty: 3649.164795
	Iteration 17Q: 3 clusters Score -7194947 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
Score: -7195324.500000 Penalty: 3649.164795
	Iteration 18Q: 3 clusters Score -7195324 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -7195591.000000 Penalty: 3649.164795
	Iteration 19Q: 3 clusters Score -7195591 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -7195787.000000 Penalty: 3649.164795
	Iteration 20F: 3 clusters Score -7195787 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -7195908.000000 Penalty: 3649.164795
	Iteration 21Q: 3 clusters Score -7195908 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -7196023.500000 Penalty: 3649.164795
	Iteration 22Q: 3 clusters Score -7196024 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -7196079.500000 Penalty: 3649.164795
	Iteration 23Q: 3 clusters Score -7196080 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -7196133.000000 Penalty: 3649.164795
	Iteration 24Q: 3 clusters Score -7196133 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -7196158.500000 Penalty: 3649.164795
	Iteration 25Q: 3 clusters Score -7196158 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -7196169.500000 Penalty: 3649.164795
	Iteration 26Q: 3 clusters Score -7196170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -7196193.000000 Penalty: 3649.164795
	Iteration 27Q: 3 clusters Score -7196193 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -7196197.500000 Penalty: 3649.164795
	Iteration 28Q: 3 clusters Score -7196198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -7196226.000000 Penalty: 3649.164795
	Iteration 29Q: 3 clusters Score -7196226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -7196238.500000 Penalty: 3649.164795
	Iteration 30Q: 3 clusters Score -7196238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -7196258.000000 Penalty: 3649.164795
	Iteration 31Q: 3 clusters Score -7196258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 72185 members 
Entering Unmasked Estep 
Score: -7196269.500000 Penalty: 3649.164795
	Iteration 32Q: 3 clusters Score -7196270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -7196267.500000 Penalty: 3649.164795
	Iteration 33Q: 3 clusters Score -7196268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 72242 members 
Entering Unmasked Estep 
Score: -7196279.000000 Penalty: 3649.164795
	Iteration 34Q: 3 clusters Score -7196279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -7196280.500000 Penalty: 3649.164795
	Iteration 35Q: 3 clusters Score -7196280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -7196280.500000 Penalty: 3649.164795
	Iteration 36Q: 3 clusters Score -7196280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -7196280.500000 Penalty: 3649.164795
	Iteration 37Q: 3 clusters Score -7196280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -7196297.000000 Penalty: 3649.164795
	Iteration 38Q: 3 clusters Score -7196297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -7196307.500000 Penalty: 3649.164795
	Iteration 39Q: 3 clusters Score -7196308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -7196301.500000 Penalty: 3649.164795
	Iteration 40F: 3 clusters Score -7196302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -7196301.500000 Penalty: 3649.164795
	Iteration 41Q: 3 clusters Score -7196302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -7196296.000000 Penalty: 3649.164795
	Iteration 42Q: 3 clusters Score -7196296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -7196296.500000 Penalty: 3649.164795
	Iteration 43Q: 3 clusters Score -7196296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -7196306.500000 Penalty: 3649.164795
	Iteration 44Q: 3 clusters Score -7196306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -7196311.500000 Penalty: 3649.164795
	Iteration 45Q: 3 clusters Score -7196312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -7196324.000000 Penalty: 3649.164795
	Iteration 46Q: 3 clusters Score -7196324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -7196319.500000 Penalty: 3649.164795
	Iteration 47Q: 3 clusters Score -7196320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 72465 members 
Entering Unmasked Estep 
Score: -7196317.000000 Penalty: 3649.164795
	Iteration 48Q: 3 clusters Score -7196317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -7196314.500000 Penalty: 3649.164795
	Iteration 49Q: 3 clusters Score -7196314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -7196313.500000 Penalty: 3649.164795
	Iteration 50Q: 3 clusters Score -7196314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -7196304.500000 Penalty: 3649.164795
	Iteration 51Q: 3 clusters Score -7196304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -7196317.000000 Penalty: 3649.164795
	Iteration 52Q: 3 clusters Score -7196317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -7196310.500000 Penalty: 3649.164795
	Iteration 53Q: 3 clusters Score -7196310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -7196311.500000 Penalty: 3649.164795
	Iteration 54Q: 3 clusters Score -7196312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -7196307.000000 Penalty: 3649.164795
	Iteration 55Q: 3 clusters Score -7196307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -7196316.000000 Penalty: 3649.164795
	Iteration 56Q: 3 clusters Score -7196316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -7196322.500000 Penalty: 3649.164795
	Iteration 57Q: 3 clusters Score -7196322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -7196326.000000 Penalty: 3649.164795
	Iteration 58Q: 3 clusters Score -7196326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 72581 members 
Entering Unmasked Estep 
Score: -7196327.500000 Penalty: 3649.164795
	Iteration 59Q: 3 clusters Score -7196328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -7196331.000000 Penalty: 3649.164795
	Iteration 60F: 3 clusters Score -7196331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 72610 members 
Entering Unmasked Estep 
Score: -7196329.500000 Penalty: 3649.164795
	Iteration 61Q: 3 clusters Score -7196330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -7196330.500000 Penalty: 3649.164795
	Iteration 62Q: 3 clusters Score -7196330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -7196324.000000 Penalty: 3649.164795
	Iteration 63Q: 3 clusters Score -7196324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -7196331.000000 Penalty: 3649.164795
	Iteration 64Q: 3 clusters Score -7196331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -7196334.000000 Penalty: 3649.164795
	Iteration 65Q: 3 clusters Score -7196334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 72648 members 
Entering Unmasked Estep 
Score: -7196328.000000 Penalty: 3649.164795
	Iteration 66Q: 3 clusters Score -7196328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -7196329.500000 Penalty: 3649.164795
	Iteration 67Q: 3 clusters Score -7196330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -7196328.000000 Penalty: 3649.164795
	Iteration 68Q: 3 clusters Score -7196328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -7196324.500000 Penalty: 3649.164795
	Iteration 69Q: 3 clusters Score -7196324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -7196327.000000 Penalty: 3649.164795
	Iteration 70Q: 3 clusters Score -7196327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -7196327.000000 Penalty: 3649.164795
	Iteration 71F: 3 clusters Score -7196327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6102 members 
Mstep: Class 6 contains 13066 members 
Mstep: Class 7 contains 7028 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12469 members 
Mstep: Class 11 contains 24748 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42540 members 
Mstep: Class 14 contains 14522 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 18859 members 
Mstep: Class 17 contains 10682 members 
Mstep: Class 18 contains 44211 members 
Mstep: Class 19 contains 19833 members 
Mstep: Class 20 contains 23033 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18715 members 
Mstep: Class 23 contains 5752 members 
Mstep: Class 24 contains 75222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829188.000000 Penalty: 51025.902344
Iteration 119Q: 25 clusters Score -4.482919e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 124879 members 
Mstep: Class 5 contains 6103 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 24746 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42539 members 
Mstep: Class 14 contains 14522 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 18855 members 
Mstep: Class 17 contains 10681 members 
Mstep: Class 18 contains 44196 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 23045 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18718 members 
Mstep: Class 23 contains 5752 members 
Mstep: Class 24 contains 75202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829176.000000 Penalty: 51025.902344
Iteration 120F: 25 clusters Score -4.482918e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 124879 members 
Mstep: Class 5 contains 6104 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 24743 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42537 members 
Mstep: Class 14 contains 14523 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 18852 members 
Mstep: Class 17 contains 10681 members 
Mstep: Class 18 contains 44181 members 
Mstep: Class 19 contains 19880 members 
Mstep: Class 20 contains 23053 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18725 members 
Mstep: Class 23 contains 5751 members 
Mstep: Class 24 contains 75186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829144.000000 Penalty: 51025.902344
Iteration 121Q: 25 clusters Score -4.482914e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124879 members 
Mstep: Class 5 contains 6105 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 24741 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42532 members 
Mstep: Class 14 contains 14526 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 18850 members 
Mstep: Class 17 contains 10681 members 
Mstep: Class 18 contains 44166 members 
Mstep: Class 19 contains 19904 members 
Mstep: Class 20 contains 23062 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 5747 members 
Mstep: Class 24 contains 75172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829192.000000 Penalty: 51025.902344
Iteration 122Q: 25 clusters Score -4.482919e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124879 members 
Mstep: Class 5 contains 6106 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4078 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 24739 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42533 members 
Mstep: Class 14 contains 14527 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 18846 members 
Mstep: Class 17 contains 10681 members 
Mstep: Class 18 contains 44157 members 
Mstep: Class 19 contains 19922 members 
Mstep: Class 20 contains 23067 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18736 members 
Mstep: Class 23 contains 5745 members 
Mstep: Class 24 contains 75160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829116.000000 Penalty: 51025.902344
Iteration 123Q: 25 clusters Score -4.482912e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6107 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 24736 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42533 members 
Mstep: Class 14 contains 14528 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 18847 members 
Mstep: Class 17 contains 10681 members 
Mstep: Class 18 contains 44147 members 
Mstep: Class 19 contains 19939 members 
Mstep: Class 20 contains 23070 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18738 members 
Mstep: Class 23 contains 5744 members 
Mstep: Class 24 contains 75149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829128.000000 Penalty: 51025.902344
Iteration 124Q: 25 clusters Score -4.482913e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6109 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 24733 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42532 members 
Mstep: Class 14 contains 14527 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 18846 members 
Mstep: Class 17 contains 10682 members 
Mstep: Class 18 contains 44141 members 
Mstep: Class 19 contains 19958 members 
Mstep: Class 20 contains 23079 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18742 members 
Mstep: Class 23 contains 5739 members 
Mstep: Class 24 contains 75131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829168.000000 Penalty: 51025.902344
Iteration 125Q: 25 clusters Score -4.482917e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6109 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 24733 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42530 members 
Mstep: Class 14 contains 14528 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 18844 members 
Mstep: Class 17 contains 10682 members 
Mstep: Class 18 contains 44131 members 
Mstep: Class 19 contains 19980 members 
Mstep: Class 20 contains 23089 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 5737 members 
Mstep: Class 24 contains 75111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829164.000000 Penalty: 51025.902344
Iteration 126Q: 25 clusters Score -4.482916e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6109 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4076 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 24733 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42526 members 
Mstep: Class 14 contains 14531 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 18841 members 
Mstep: Class 17 contains 10683 members 
Mstep: Class 18 contains 44121 members 
Mstep: Class 19 contains 20005 members 
Mstep: Class 20 contains 23095 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 75094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829172.000000 Penalty: 51025.902344
Iteration 127Q: 25 clusters Score -4.482917e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6109 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4076 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 24733 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42522 members 
Mstep: Class 14 contains 14533 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 18841 members 
Mstep: Class 17 contains 10683 members 
Mstep: Class 18 contains 44108 members 
Mstep: Class 19 contains 20030 members 
Mstep: Class 20 contains 23100 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 75079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829184.000000 Penalty: 51025.902344
Iteration 128Q: 25 clusters Score -4.482918e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6109 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 24733 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42522 members 
Mstep: Class 14 contains 14536 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 18842 members 
Mstep: Class 17 contains 10681 members 
Mstep: Class 18 contains 44095 members 
Mstep: Class 19 contains 20054 members 
Mstep: Class 20 contains 23102 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 75065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829160.000000 Penalty: 51025.902344
Iteration 129Q: 25 clusters Score -4.482916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6109 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12471 members 
Mstep: Class 11 contains 24732 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42521 members 
Mstep: Class 14 contains 14538 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 18842 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 44084 members 
Mstep: Class 19 contains 20069 members 
Mstep: Class 20 contains 23104 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 75053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829192.000000 Penalty: 51025.902344
Iteration 130Q: 25 clusters Score -4.482919e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6110 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12471 members 
Mstep: Class 11 contains 24732 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42523 members 
Mstep: Class 14 contains 14541 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 18842 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 44071 members 
Mstep: Class 19 contains 20084 members 
Mstep: Class 20 contains 23104 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 75044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829172.000000 Penalty: 51025.902344
Iteration 131Q: 25 clusters Score -4.482917e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6110 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12472 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42523 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 18842 members 
Mstep: Class 17 contains 10686 members 
Mstep: Class 18 contains 44052 members 
Mstep: Class 19 contains 20110 members 
Mstep: Class 20 contains 23107 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 5737 members 
Mstep: Class 24 contains 75028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829192.000000 Penalty: 51025.902344
Iteration 132Q: 25 clusters Score -4.482919e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6110 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24728 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42527 members 
Mstep: Class 14 contains 14548 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18842 members 
Mstep: Class 17 contains 10685 members 
Mstep: Class 18 contains 44039 members 
Mstep: Class 19 contains 20128 members 
Mstep: Class 20 contains 23106 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 5737 members 
Mstep: Class 24 contains 75017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829200.000000 Penalty: 51025.902344
Iteration 133Q: 25 clusters Score -4.48292e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124880 members 
Mstep: Class 5 contains 6110 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24728 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42532 members 
Mstep: Class 14 contains 14555 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 44022 members 
Mstep: Class 19 contains 20147 members 
Mstep: Class 20 contains 23111 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 5737 members 
Mstep: Class 24 contains 75003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829188.000000 Penalty: 51025.902344
Iteration 134Q: 25 clusters Score -4.482919e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6110 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24728 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 42535 members 
Mstep: Class 14 contains 14557 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18842 members 
Mstep: Class 17 contains 10683 members 
Mstep: Class 18 contains 44010 members 
Mstep: Class 19 contains 20167 members 
Mstep: Class 20 contains 23114 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 74985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829176.000000 Penalty: 51025.902344
Iteration 135Q: 25 clusters Score -4.482918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6110 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24727 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42539 members 
Mstep: Class 14 contains 14557 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 44005 members 
Mstep: Class 19 contains 20181 members 
Mstep: Class 20 contains 23118 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 74969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829188.000000 Penalty: 51025.902344
Iteration 136Q: 25 clusters Score -4.482919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6110 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24728 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42543 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18837 members 
Mstep: Class 17 contains 10686 members 
Mstep: Class 18 contains 43998 members 
Mstep: Class 19 contains 20193 members 
Mstep: Class 20 contains 23120 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 74958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829164.000000 Penalty: 51025.902344
Iteration 137Q: 25 clusters Score -4.482916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6111 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42545 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18836 members 
Mstep: Class 17 contains 10685 members 
Mstep: Class 18 contains 43995 members 
Mstep: Class 19 contains 20196 members 
Mstep: Class 20 contains 23123 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 74953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829164.000000 Penalty: 51025.902344
Iteration 138Q: 25 clusters Score -4.482916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6111 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42550 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18836 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 43990 members 
Mstep: Class 19 contains 20201 members 
Mstep: Class 20 contains 23124 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 74947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829196.000000 Penalty: 51025.902344
Iteration 139Q: 25 clusters Score -4.48292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6111 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42553 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18836 members 
Mstep: Class 17 contains 10683 members 
Mstep: Class 18 contains 43985 members 
Mstep: Class 19 contains 20205 members 
Mstep: Class 20 contains 23126 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 74944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829164.000000 Penalty: 51025.902344
Iteration 140F: 25 clusters Score -4.482916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6112 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42554 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18836 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 43984 members 
Mstep: Class 19 contains 20207 members 
Mstep: Class 20 contains 23128 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 74938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829188.000000 Penalty: 51025.902344
Iteration 141Q: 25 clusters Score -4.482919e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42557 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18836 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 43982 members 
Mstep: Class 19 contains 20212 members 
Mstep: Class 20 contains 23134 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 74926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829184.000000 Penalty: 51025.902344
Iteration 142Q: 25 clusters Score -4.482918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42557 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18836 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 43981 members 
Mstep: Class 19 contains 20212 members 
Mstep: Class 20 contains 23141 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18745 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 74920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829220.000000 Penalty: 51025.902344
Iteration 143Q: 25 clusters Score -4.482922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42557 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18834 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 43981 members 
Mstep: Class 19 contains 20213 members 
Mstep: Class 20 contains 23144 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 74916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829220.000000 Penalty: 51025.902344
Iteration 144Q: 25 clusters Score -4.482922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42556 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18835 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 43981 members 
Mstep: Class 19 contains 20213 members 
Mstep: Class 20 contains 23147 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829232.000000 Penalty: 51025.902344
Iteration 145Q: 25 clusters Score -4.482923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42558 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18835 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 43981 members 
Mstep: Class 19 contains 20213 members 
Mstep: Class 20 contains 23147 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829232.000000 Penalty: 51025.902344
Iteration 146Q: 25 clusters Score -4.482923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42560 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18835 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 43980 members 
Mstep: Class 19 contains 20213 members 
Mstep: Class 20 contains 23147 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829248.000000 Penalty: 51025.902344
Iteration 147Q: 25 clusters Score -4.482925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42561 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18835 members 
Mstep: Class 17 contains 10684 members 
Mstep: Class 18 contains 43980 members 
Mstep: Class 19 contains 20213 members 
Mstep: Class 20 contains 23147 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829260.000000 Penalty: 51025.902344
Iteration 148Q: 25 clusters Score -4.482926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42561 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18835 members 
Mstep: Class 17 contains 10686 members 
Mstep: Class 18 contains 43979 members 
Mstep: Class 19 contains 20213 members 
Mstep: Class 20 contains 23147 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829264.000000 Penalty: 51025.902344
Iteration 149Q: 25 clusters Score -4.482926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42564 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18835 members 
Mstep: Class 17 contains 10687 members 
Mstep: Class 18 contains 43976 members 
Mstep: Class 19 contains 20214 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829268.000000 Penalty: 51025.902344
Iteration 150Q: 25 clusters Score -4.482927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42564 members 
Mstep: Class 14 contains 14559 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18835 members 
Mstep: Class 17 contains 10688 members 
Mstep: Class 18 contains 43975 members 
Mstep: Class 19 contains 20216 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829268.000000 Penalty: 51025.902344
Iteration 151Q: 25 clusters Score -4.482927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42564 members 
Mstep: Class 14 contains 14559 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18835 members 
Mstep: Class 17 contains 10690 members 
Mstep: Class 18 contains 43973 members 
Mstep: Class 19 contains 20219 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 74900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829264.000000 Penalty: 51025.902344
Iteration 152Q: 25 clusters Score -4.482926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42565 members 
Mstep: Class 14 contains 14559 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18835 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43971 members 
Mstep: Class 19 contains 20221 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 74898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829268.000000 Penalty: 51025.902344
Iteration 153Q: 25 clusters Score -4.482927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42567 members 
Mstep: Class 14 contains 14559 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18834 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43969 members 
Mstep: Class 19 contains 20221 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 74898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829276.000000 Penalty: 51025.902344
Iteration 154Q: 25 clusters Score -4.482928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42568 members 
Mstep: Class 14 contains 14560 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18833 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43967 members 
Mstep: Class 19 contains 20222 members 
Mstep: Class 20 contains 23149 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 74897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829264.000000 Penalty: 51025.902344
Iteration 155Q: 25 clusters Score -4.482926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42568 members 
Mstep: Class 14 contains 14561 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18831 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43964 members 
Mstep: Class 19 contains 20224 members 
Mstep: Class 20 contains 23149 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18747 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829260.000000 Penalty: 51025.902344
Iteration 156Q: 25 clusters Score -4.482926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 14563 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43960 members 
Mstep: Class 19 contains 20224 members 
Mstep: Class 20 contains 23149 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18748 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829268.000000 Penalty: 51025.902344
Iteration 157Q: 25 clusters Score -4.482927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 14565 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43956 members 
Mstep: Class 19 contains 20224 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829268.000000 Penalty: 51025.902344
Iteration 158Q: 25 clusters Score -4.482927e+07 nChanged 5
Entering ConstructFrom: 
Score: -44829268.000000 Penalty: 51025.902344
Entering ConstructFrom: 
Trying to split cluster 1 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -222349.171875 Penalty: 1261.075928
	Iteration 0F: 2 clusters Score -222349.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -220018.515625 Penalty: 2522.151855
	Iteration 0F: 3 clusters Score -220018.5 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -220540.140625 Penalty: 2522.151855
	Iteration 1F: 3 clusters Score -220540.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -220676.187500 Penalty: 2522.151855
	Iteration 2F: 3 clusters Score -220676.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -220756.312500 Penalty: 2522.151855
	Iteration 3F: 3 clusters Score -220756.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -220813.750000 Penalty: 2522.151855
	Iteration 4Q: 3 clusters Score -220813.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -220857.125000 Penalty: 2522.151855
	Iteration 5Q: 3 clusters Score -220857.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -220888.750000 Penalty: 2522.151855
	Iteration 6Q: 3 clusters Score -220888.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -220918.031250 Penalty: 2522.151855
	Iteration 7Q: 3 clusters Score -220918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -220939.875000 Penalty: 2522.151855
	Iteration 8Q: 3 clusters Score -220939.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -220954.609375 Penalty: 2522.151855
	Iteration 9Q: 3 clusters Score -220954.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -220966.359375 Penalty: 2522.151855
	Iteration 10Q: 3 clusters Score -220966.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -220981.968750 Penalty: 2522.151855
	Iteration 11Q: 3 clusters Score -220982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -220995.000000 Penalty: 2522.151855
	Iteration 12Q: 3 clusters Score -220995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -221012.234375 Penalty: 2522.151855
	Iteration 13Q: 3 clusters Score -221012.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -221035.968750 Penalty: 2522.151855
	Iteration 14Q: 3 clusters Score -221036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -221052.843750 Penalty: 2522.151855
	Iteration 15Q: 3 clusters Score -221052.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -221067.156250 Penalty: 2522.151855
	Iteration 16Q: 3 clusters Score -221067.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -221081.531250 Penalty: 2522.151855
	Iteration 17Q: 3 clusters Score -221081.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -221101.171875 Penalty: 2522.151855
	Iteration 18Q: 3 clusters Score -221101.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -221117.921875 Penalty: 2522.151855
	Iteration 19Q: 3 clusters Score -221117.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -221127.546875 Penalty: 2522.151855
	Iteration 20F: 3 clusters Score -221127.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -221136.484375 Penalty: 2522.151855
	Iteration 21Q: 3 clusters Score -221136.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -221146.109375 Penalty: 2522.151855
	Iteration 22Q: 3 clusters Score -221146.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -221153.484375 Penalty: 2522.151855
	Iteration 23Q: 3 clusters Score -221153.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -221162.609375 Penalty: 2522.151855
	Iteration 24Q: 3 clusters Score -221162.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -221169.890625 Penalty: 2522.151855
	Iteration 25Q: 3 clusters Score -221169.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -221176.734375 Penalty: 2522.151855
	Iteration 26Q: 3 clusters Score -221176.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -221182.765625 Penalty: 2522.151855
	Iteration 27Q: 3 clusters Score -221182.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -221190.640625 Penalty: 2522.151855
	Iteration 28Q: 3 clusters Score -221190.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -221196.078125 Penalty: 2522.151855
	Iteration 29Q: 3 clusters Score -221196.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -221202.421875 Penalty: 2522.151855
	Iteration 30Q: 3 clusters Score -221202.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -221209.484375 Penalty: 2522.151855
	Iteration 31Q: 3 clusters Score -221209.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -221214.937500 Penalty: 2522.151855
	Iteration 32Q: 3 clusters Score -221214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -221218.625000 Penalty: 2522.151855
	Iteration 33Q: 3 clusters Score -221218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -221222.656250 Penalty: 2522.151855
	Iteration 34Q: 3 clusters Score -221222.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -221225.250000 Penalty: 2522.151855
	Iteration 35Q: 3 clusters Score -221225.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -221227.750000 Penalty: 2522.151855
	Iteration 36Q: 3 clusters Score -221227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -221230.906250 Penalty: 2522.151855
	Iteration 37Q: 3 clusters Score -221230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -221233.468750 Penalty: 2522.151855
	Iteration 38Q: 3 clusters Score -221233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -221234.156250 Penalty: 2522.151855
	Iteration 39Q: 3 clusters Score -221234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -221237.625000 Penalty: 2522.151855
	Iteration 40F: 3 clusters Score -221237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -221238.015625 Penalty: 2522.151855
	Iteration 41Q: 3 clusters Score -221238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -221238.343750 Penalty: 2522.151855
	Iteration 42Q: 3 clusters Score -221238.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -221238.343750 Penalty: 2522.151855
	Iteration 43F: 3 clusters Score -221238.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -113266.382812 Penalty: 1156.809326
	Iteration 0F: 2 clusters Score -113266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -111647.648438 Penalty: 2313.618652
	Iteration 0F: 3 clusters Score -111647.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -111949.281250 Penalty: 2313.618652
	Iteration 1F: 3 clusters Score -111949.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -112030.304688 Penalty: 2313.618652
	Iteration 2F: 3 clusters Score -112030.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -112084.617188 Penalty: 2313.618652
	Iteration 3Q: 3 clusters Score -112084.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112120.539062 Penalty: 2313.618652
	Iteration 4Q: 3 clusters Score -112120.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112141.210938 Penalty: 2313.618652
	Iteration 5Q: 3 clusters Score -112141.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -112155.375000 Penalty: 2313.618652
	Iteration 6Q: 3 clusters Score -112155.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -112170.054688 Penalty: 2313.618652
	Iteration 7Q: 3 clusters Score -112170.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112184.875000 Penalty: 2313.618652
	Iteration 8Q: 3 clusters Score -112184.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -112199.546875 Penalty: 2313.618652
	Iteration 9Q: 3 clusters Score -112199.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112217.265625 Penalty: 2313.618652
	Iteration 10Q: 3 clusters Score -112217.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -112238.531250 Penalty: 2313.618652
	Iteration 11Q: 3 clusters Score -112238.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112254.195312 Penalty: 2313.618652
	Iteration 12Q: 3 clusters Score -112254.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112270.781250 Penalty: 2313.618652
	Iteration 13Q: 3 clusters Score -112270.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112284.835938 Penalty: 2313.618652
	Iteration 14Q: 3 clusters Score -112284.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112293.093750 Penalty: 2313.618652
	Iteration 15Q: 3 clusters Score -112293.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -112296.914062 Penalty: 2313.618652
	Iteration 16Q: 3 clusters Score -112296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -112297.593750 Penalty: 2313.618652
	Iteration 17Q: 3 clusters Score -112297.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -112299.554688 Penalty: 2313.618652
	Iteration 18Q: 3 clusters Score -112299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -112300.523438 Penalty: 2313.618652
	Iteration 19Q: 3 clusters Score -112300.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -112303.257812 Penalty: 2313.618652
	Iteration 20F: 3 clusters Score -112303.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -112304.906250 Penalty: 2313.618652
	Iteration 21Q: 3 clusters Score -112304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112308.773438 Penalty: 2313.618652
	Iteration 22Q: 3 clusters Score -112308.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -112311.984375 Penalty: 2313.618652
	Iteration 23Q: 3 clusters Score -112312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -112313.523438 Penalty: 2313.618652
	Iteration 24Q: 3 clusters Score -112313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -112314.523438 Penalty: 2313.618652
	Iteration 25Q: 3 clusters Score -112314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -112314.851562 Penalty: 2313.618652
	Iteration 26Q: 3 clusters Score -112314.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -112315.562500 Penalty: 2313.618652
	Iteration 27Q: 3 clusters Score -112315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -112315.921875 Penalty: 2313.618652
	Iteration 28Q: 3 clusters Score -112315.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -112316.054688 Penalty: 2313.618652
	Iteration 29Q: 3 clusters Score -112316.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -112316.054688 Penalty: 2313.618652
	Iteration 30F: 3 clusters Score -112316.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -436036.156250 Penalty: 1389.351318
	Iteration 0F: 2 clusters Score -436036.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -431997.625000 Penalty: 2778.702637
	Iteration 0F: 3 clusters Score -431997.6 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -433364.437500 Penalty: 2778.702637
	Iteration 1F: 3 clusters Score -433364.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -433785.500000 Penalty: 2778.702637
	Iteration 2F: 3 clusters Score -433785.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -434209.406250 Penalty: 2778.702637
	Iteration 3F: 3 clusters Score -434209.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -434520.406250 Penalty: 2778.702637
	Iteration 4F: 3 clusters Score -434520.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -434747.812500 Penalty: 2778.702637
	Iteration 5F: 3 clusters Score -434747.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -434918.718750 Penalty: 2778.702637
	Iteration 6Q: 3 clusters Score -434918.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -435050.062500 Penalty: 2778.702637
	Iteration 7Q: 3 clusters Score -435050.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -435163.687500 Penalty: 2778.702637
	Iteration 8Q: 3 clusters Score -435163.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -435305.500000 Penalty: 2778.702637
	Iteration 9Q: 3 clusters Score -435305.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -435503.593750 Penalty: 2778.702637
	Iteration 10Q: 3 clusters Score -435503.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -435771.875000 Penalty: 2778.702637
	Iteration 11Q: 3 clusters Score -435771.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -435938.062500 Penalty: 2778.702637
	Iteration 12Q: 3 clusters Score -435938.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -436000.375000 Penalty: 2778.702637
	Iteration 13Q: 3 clusters Score -436000.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -436022.812500 Penalty: 2778.702637
	Iteration 14Q: 3 clusters Score -436022.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -436032.281250 Penalty: 2778.702637
	Iteration 15Q: 3 clusters Score -436032.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -436040.656250 Penalty: 2778.702637
	Iteration 16Q: 3 clusters Score -436040.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -436044.125000 Penalty: 2778.702637
	Iteration 17Q: 3 clusters Score -436044.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -436046.937500 Penalty: 2778.702637
	Iteration 18Q: 3 clusters Score -436046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -436048.312500 Penalty: 2778.702637
	Iteration 19Q: 3 clusters Score -436048.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -436049.656250 Penalty: 2778.702637
	Iteration 20F: 3 clusters Score -436049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -436050.218750 Penalty: 2778.702637
	Iteration 21Q: 3 clusters Score -436050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -436051.812500 Penalty: 2778.702637
	Iteration 22Q: 3 clusters Score -436051.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -436054.500000 Penalty: 2778.702637
	Iteration 23Q: 3 clusters Score -436054.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -436058.375000 Penalty: 2778.702637
	Iteration 24Q: 3 clusters Score -436058.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -436063.093750 Penalty: 2778.702637
	Iteration 25Q: 3 clusters Score -436063.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -436065.125000 Penalty: 2778.702637
	Iteration 26Q: 3 clusters Score -436065.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -436068.656250 Penalty: 2778.702637
	Iteration 27Q: 3 clusters Score -436068.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -436070.812500 Penalty: 2778.702637
	Iteration 28Q: 3 clusters Score -436070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -436070.593750 Penalty: 2778.702637
	Iteration 29Q: 3 clusters Score -436070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -436070.687500 Penalty: 2778.702637
	Iteration 30Q: 3 clusters Score -436070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -436070.687500 Penalty: 2778.702637
	Iteration 31F: 3 clusters Score -436070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 3030 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42575 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43951 members 
Mstep: Class 19 contains 20224 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74898 members 
Mstep: Class 25 contains 2136 members 
Entering Unmasked Estep 
Score: -44828596.000000 Penalty: 53151.980469
Splitting cluster 3 changes total score from -44829268.000000 to -44828596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (124881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Entering Unmasked Estep 
Score: -11987789.000000 Penalty: 1906.956543
	Iteration 0F: 2 clusters Score -1.198779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -11904540.000000 Penalty: 3813.913086
	Iteration 0F: 3 clusters Score -1.190454e+07 nChanged 59846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -11939527.000000 Penalty: 3813.913086
	Iteration 1F: 3 clusters Score -1.193953e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -11940388.000000 Penalty: 3813.913086
	Iteration 2Q: 3 clusters Score -1.194039e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -11941485.000000 Penalty: 3813.913086
	Iteration 3Q: 3 clusters Score -1.194148e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -11943145.000000 Penalty: 3813.913086
	Iteration 4Q: 3 clusters Score -1.194314e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -11945887.000000 Penalty: 3813.913086
	Iteration 5Q: 3 clusters Score -1.194589e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -11950534.000000 Penalty: 3813.913086
	Iteration 6F: 3 clusters Score -1.195053e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91031 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -11957304.000000 Penalty: 3813.913086
	Iteration 7F: 3 clusters Score -1.19573e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -11965466.000000 Penalty: 3813.913086
	Iteration 8F: 3 clusters Score -1.196547e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109030 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -11973349.000000 Penalty: 3813.913086
	Iteration 9F: 3 clusters Score -1.197335e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115816 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -11979533.000000 Penalty: 3813.913086
	Iteration 10F: 3 clusters Score -1.197953e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120046 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -11983116.000000 Penalty: 3813.913086
	Iteration 11Q: 3 clusters Score -1.198312e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122287 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -11984827.000000 Penalty: 3813.913086
	Iteration 12Q: 3 clusters Score -1.198483e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -11985573.000000 Penalty: 3813.913086
	Iteration 13Q: 3 clusters Score -1.198557e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123870 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11985890.000000 Penalty: 3813.913086
	Iteration 14Q: 3 clusters Score -1.198589e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124102 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11986070.000000 Penalty: 3813.913086
	Iteration 15Q: 3 clusters Score -1.198607e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124221 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11986170.000000 Penalty: 3813.913086
	Iteration 16Q: 3 clusters Score -1.198617e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124275 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11986209.000000 Penalty: 3813.913086
	Iteration 17Q: 3 clusters Score -1.198621e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124319 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11986231.000000 Penalty: 3813.913086
	Iteration 18Q: 3 clusters Score -1.198623e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124338 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11986238.000000 Penalty: 3813.913086
	Iteration 19Q: 3 clusters Score -1.198624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124350 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11986247.000000 Penalty: 3813.913086
	Iteration 20F: 3 clusters Score -1.198625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11986261.000000 Penalty: 3813.913086
	Iteration 21Q: 3 clusters Score -1.198626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124377 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -11986275.000000 Penalty: 3813.913086
	Iteration 22Q: 3 clusters Score -1.198628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124385 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11986276.000000 Penalty: 3813.913086
	Iteration 23Q: 3 clusters Score -1.198628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124395 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11986290.000000 Penalty: 3813.913086
	Iteration 24Q: 3 clusters Score -1.198629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124403 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11986287.000000 Penalty: 3813.913086
	Iteration 25Q: 3 clusters Score -1.198629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124405 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -11986295.000000 Penalty: 3813.913086
	Iteration 26Q: 3 clusters Score -1.19863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124411 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11986297.000000 Penalty: 3813.913086
	Iteration 27Q: 3 clusters Score -1.19863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124418 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11986297.000000 Penalty: 3813.913086
	Iteration 28Q: 3 clusters Score -1.19863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124420 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11986296.000000 Penalty: 3813.913086
	Iteration 29Q: 3 clusters Score -1.19863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124417 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11986297.000000 Penalty: 3813.913086
	Iteration 30Q: 3 clusters Score -1.19863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124420 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11986303.000000 Penalty: 3813.913086
	Iteration 31Q: 3 clusters Score -1.19863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11986309.000000 Penalty: 3813.913086
	Iteration 32Q: 3 clusters Score -1.198631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124426 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11986311.000000 Penalty: 3813.913086
	Iteration 33Q: 3 clusters Score -1.198631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124428 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11986315.000000 Penalty: 3813.913086
	Iteration 34Q: 3 clusters Score -1.198632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124429 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11986318.000000 Penalty: 3813.913086
	Iteration 35Q: 3 clusters Score -1.198632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124430 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11986323.000000 Penalty: 3813.913086
	Iteration 36Q: 3 clusters Score -1.198632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124428 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11986322.000000 Penalty: 3813.913086
	Iteration 37Q: 3 clusters Score -1.198632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124428 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11986322.000000 Penalty: 3813.913086
	Iteration 38F: 3 clusters Score -1.198632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Entering Unmasked Estep 
Score: -595331.875000 Penalty: 1416.703125
	Iteration 0F: 2 clusters Score -595331.9 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 3018 members 
Entering Unmasked Estep 
Score: -590605.125000 Penalty: 2833.406250
	Iteration 0F: 3 clusters Score -590605.1 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -591982.062500 Penalty: 2833.406250
	Iteration 1F: 3 clusters Score -591982.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -592144.250000 Penalty: 2833.406250
	Iteration 2F: 3 clusters Score -592144.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -592242.812500 Penalty: 2833.406250
	Iteration 3Q: 3 clusters Score -592242.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -592311.375000 Penalty: 2833.406250
	Iteration 4Q: 3 clusters Score -592311.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -592382.000000 Penalty: 2833.406250
	Iteration 5Q: 3 clusters Score -592382 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -592446.312500 Penalty: 2833.406250
	Iteration 6Q: 3 clusters Score -592446.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -592491.937500 Penalty: 2833.406250
	Iteration 7Q: 3 clusters Score -592491.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -592531.375000 Penalty: 2833.406250
	Iteration 8Q: 3 clusters Score -592531.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -592571.312500 Penalty: 2833.406250
	Iteration 9Q: 3 clusters Score -592571.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -592610.062500 Penalty: 2833.406250
	Iteration 10Q: 3 clusters Score -592610.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -592647.250000 Penalty: 2833.406250
	Iteration 11Q: 3 clusters Score -592647.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -592684.750000 Penalty: 2833.406250
	Iteration 12Q: 3 clusters Score -592684.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -592732.812500 Penalty: 2833.406250
	Iteration 13Q: 3 clusters Score -592732.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -592801.312500 Penalty: 2833.406250
	Iteration 14Q: 3 clusters Score -592801.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -592874.000000 Penalty: 2833.406250
	Iteration 15Q: 3 clusters Score -592874 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -592958.625000 Penalty: 2833.406250
	Iteration 16Q: 3 clusters Score -592958.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -593048.812500 Penalty: 2833.406250
	Iteration 17Q: 3 clusters Score -593048.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -593146.937500 Penalty: 2833.406250
	Iteration 18Q: 3 clusters Score -593146.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -593274.812500 Penalty: 2833.406250
	Iteration 19Q: 3 clusters Score -593274.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -593393.625000 Penalty: 2833.406250
	Iteration 20F: 3 clusters Score -593393.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -593523.937500 Penalty: 2833.406250
	Iteration 21Q: 3 clusters Score -593523.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -593634.625000 Penalty: 2833.406250
	Iteration 22Q: 3 clusters Score -593634.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -593725.875000 Penalty: 2833.406250
	Iteration 23Q: 3 clusters Score -593725.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -593795.625000 Penalty: 2833.406250
	Iteration 24Q: 3 clusters Score -593795.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -593858.437500 Penalty: 2833.406250
	Iteration 25Q: 3 clusters Score -593858.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -593905.750000 Penalty: 2833.406250
	Iteration 26Q: 3 clusters Score -593905.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -593940.750000 Penalty: 2833.406250
	Iteration 27Q: 3 clusters Score -593940.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -593966.750000 Penalty: 2833.406250
	Iteration 28Q: 3 clusters Score -593966.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -594003.375000 Penalty: 2833.406250
	Iteration 29Q: 3 clusters Score -594003.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -594038.625000 Penalty: 2833.406250
	Iteration 30Q: 3 clusters Score -594038.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -594067.062500 Penalty: 2833.406250
	Iteration 31Q: 3 clusters Score -594067.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -594082.000000 Penalty: 2833.406250
	Iteration 32Q: 3 clusters Score -594082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -594087.875000 Penalty: 2833.406250
	Iteration 33Q: 3 clusters Score -594087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -594093.562500 Penalty: 2833.406250
	Iteration 34Q: 3 clusters Score -594093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -594097.312500 Penalty: 2833.406250
	Iteration 35Q: 3 clusters Score -594097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -594100.500000 Penalty: 2833.406250
	Iteration 36Q: 3 clusters Score -594100.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -594101.937500 Penalty: 2833.406250
	Iteration 37Q: 3 clusters Score -594101.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -594104.125000 Penalty: 2833.406250
	Iteration 38Q: 3 clusters Score -594104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -594107.562500 Penalty: 2833.406250
	Iteration 39Q: 3 clusters Score -594107.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -594112.687500 Penalty: 2833.406250
	Iteration 40F: 3 clusters Score -594112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -594114.500000 Penalty: 2833.406250
	Iteration 41Q: 3 clusters Score -594114.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -594117.500000 Penalty: 2833.406250
	Iteration 42Q: 3 clusters Score -594117.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -594123.000000 Penalty: 2833.406250
	Iteration 43Q: 3 clusters Score -594123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -594125.937500 Penalty: 2833.406250
	Iteration 44Q: 3 clusters Score -594125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -594127.687500 Penalty: 2833.406250
	Iteration 45Q: 3 clusters Score -594127.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -594129.750000 Penalty: 2833.406250
	Iteration 46Q: 3 clusters Score -594129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -594130.812500 Penalty: 2833.406250
	Iteration 47Q: 3 clusters Score -594130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -594131.375000 Penalty: 2833.406250
	Iteration 48Q: 3 clusters Score -594131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -594132.187500 Penalty: 2833.406250
	Iteration 49Q: 3 clusters Score -594132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -594133.687500 Penalty: 2833.406250
	Iteration 50Q: 3 clusters Score -594133.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -594133.687500 Penalty: 2833.406250
	Iteration 51F: 3 clusters Score -594133.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Entering Unmasked Estep 
Score: -1247732.125000 Penalty: 1540.087646
	Iteration 0F: 2 clusters Score -1247732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1238581.750000 Penalty: 3080.175293
	Iteration 0F: 3 clusters Score -1238582 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1241596.375000 Penalty: 3080.175293
	Iteration 1F: 3 clusters Score -1241596 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1241831.875000 Penalty: 3080.175293
	Iteration 2F: 3 clusters Score -1241832 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1242009.000000 Penalty: 3080.175293
	Iteration 3Q: 3 clusters Score -1242009 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1242164.125000 Penalty: 3080.175293
	Iteration 4Q: 3 clusters Score -1242164 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1242289.750000 Penalty: 3080.175293
	Iteration 5Q: 3 clusters Score -1242290 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1242388.625000 Penalty: 3080.175293
	Iteration 6Q: 3 clusters Score -1242389 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1242493.375000 Penalty: 3080.175293
	Iteration 7Q: 3 clusters Score -1242493 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1242594.750000 Penalty: 3080.175293
	Iteration 8Q: 3 clusters Score -1242595 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1242710.250000 Penalty: 3080.175293
	Iteration 9Q: 3 clusters Score -1242710 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1242855.875000 Penalty: 3080.175293
	Iteration 10Q: 3 clusters Score -1242856 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1243035.000000 Penalty: 3080.175293
	Iteration 11Q: 3 clusters Score -1243035 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1243256.625000 Penalty: 3080.175293
	Iteration 12Q: 3 clusters Score -1243257 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1243541.625000 Penalty: 3080.175293
	Iteration 13Q: 3 clusters Score -1243542 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1243924.000000 Penalty: 3080.175293
	Iteration 14Q: 3 clusters Score -1243924 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1244347.125000 Penalty: 3080.175293
	Iteration 15Q: 3 clusters Score -1244347 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1244796.125000 Penalty: 3080.175293
	Iteration 16Q: 3 clusters Score -1244796 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1245211.375000 Penalty: 3080.175293
	Iteration 17Q: 3 clusters Score -1245211 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1245557.125000 Penalty: 3080.175293
	Iteration 18Q: 3 clusters Score -1245557 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1245816.000000 Penalty: 3080.175293
	Iteration 19Q: 3 clusters Score -1245816 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1246029.375000 Penalty: 3080.175293
	Iteration 20F: 3 clusters Score -1246029 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1246196.875000 Penalty: 3080.175293
	Iteration 21Q: 3 clusters Score -1246197 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1246304.125000 Penalty: 3080.175293
	Iteration 22Q: 3 clusters Score -1246304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1246394.500000 Penalty: 3080.175293
	Iteration 23Q: 3 clusters Score -1246394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1246436.375000 Penalty: 3080.175293
	Iteration 24Q: 3 clusters Score -1246436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1246459.500000 Penalty: 3080.175293
	Iteration 25Q: 3 clusters Score -1246460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1246468.375000 Penalty: 3080.175293
	Iteration 26Q: 3 clusters Score -1246468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1246480.000000 Penalty: 3080.175293
	Iteration 27Q: 3 clusters Score -1246480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1246489.750000 Penalty: 3080.175293
	Iteration 28Q: 3 clusters Score -1246490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1246498.625000 Penalty: 3080.175293
	Iteration 29Q: 3 clusters Score -1246499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1246505.125000 Penalty: 3080.175293
	Iteration 30Q: 3 clusters Score -1246505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1246510.125000 Penalty: 3080.175293
	Iteration 31Q: 3 clusters Score -1246510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1246512.125000 Penalty: 3080.175293
	Iteration 32Q: 3 clusters Score -1246512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1246516.375000 Penalty: 3080.175293
	Iteration 33Q: 3 clusters Score -1246516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1246519.875000 Penalty: 3080.175293
	Iteration 34Q: 3 clusters Score -1246520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1246521.875000 Penalty: 3080.175293
	Iteration 35Q: 3 clusters Score -1246522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1246522.250000 Penalty: 3080.175293
	Iteration 36Q: 3 clusters Score -1246522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1246522.250000 Penalty: 3080.175293
	Iteration 37F: 3 clusters Score -1246522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -668883.250000 Penalty: 1439.531128
	Iteration 0F: 2 clusters Score -668883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -663678.937500 Penalty: 2879.062256
	Iteration 0F: 3 clusters Score -663678.9 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -665265.937500 Penalty: 2879.062256
	Iteration 1F: 3 clusters Score -665265.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -665456.812500 Penalty: 2879.062256
	Iteration 2F: 3 clusters Score -665456.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -665610.250000 Penalty: 2879.062256
	Iteration 3Q: 3 clusters Score -665610.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -665759.187500 Penalty: 2879.062256
	Iteration 4Q: 3 clusters Score -665759.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -665913.312500 Penalty: 2879.062256
	Iteration 5Q: 3 clusters Score -665913.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -666057.937500 Penalty: 2879.062256
	Iteration 6Q: 3 clusters Score -666057.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -666210.375000 Penalty: 2879.062256
	Iteration 7Q: 3 clusters Score -666210.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -666361.125000 Penalty: 2879.062256
	Iteration 8Q: 3 clusters Score -666361.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -666543.000000 Penalty: 2879.062256
	Iteration 9Q: 3 clusters Score -666543 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -666720.562500 Penalty: 2879.062256
	Iteration 10Q: 3 clusters Score -666720.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -666869.125000 Penalty: 2879.062256
	Iteration 11Q: 3 clusters Score -666869.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -667029.187500 Penalty: 2879.062256
	Iteration 12Q: 3 clusters Score -667029.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -667157.250000 Penalty: 2879.062256
	Iteration 13Q: 3 clusters Score -667157.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -667257.750000 Penalty: 2879.062256
	Iteration 14Q: 3 clusters Score -667257.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -667330.937500 Penalty: 2879.062256
	Iteration 15Q: 3 clusters Score -667330.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -667394.812500 Penalty: 2879.062256
	Iteration 16Q: 3 clusters Score -667394.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -667441.812500 Penalty: 2879.062256
	Iteration 17Q: 3 clusters Score -667441.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -667482.000000 Penalty: 2879.062256
	Iteration 18Q: 3 clusters Score -667482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -667519.062500 Penalty: 2879.062256
	Iteration 19Q: 3 clusters Score -667519.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -667553.187500 Penalty: 2879.062256
	Iteration 20F: 3 clusters Score -667553.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -667575.562500 Penalty: 2879.062256
	Iteration 21Q: 3 clusters Score -667575.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -667589.375000 Penalty: 2879.062256
	Iteration 22Q: 3 clusters Score -667589.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -667606.437500 Penalty: 2879.062256
	Iteration 23Q: 3 clusters Score -667606.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -667620.812500 Penalty: 2879.062256
	Iteration 24Q: 3 clusters Score -667620.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -667629.937500 Penalty: 2879.062256
	Iteration 25Q: 3 clusters Score -667629.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -667643.937500 Penalty: 2879.062256
	Iteration 26Q: 3 clusters Score -667643.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -667666.500000 Penalty: 2879.062256
	Iteration 27Q: 3 clusters Score -667666.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -667693.625000 Penalty: 2879.062256
	Iteration 28Q: 3 clusters Score -667693.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -667715.625000 Penalty: 2879.062256
	Iteration 29Q: 3 clusters Score -667715.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -667736.187500 Penalty: 2879.062256
	Iteration 30Q: 3 clusters Score -667736.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -667762.500000 Penalty: 2879.062256
	Iteration 31Q: 3 clusters Score -667762.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -667787.500000 Penalty: 2879.062256
	Iteration 32Q: 3 clusters Score -667787.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -667806.125000 Penalty: 2879.062256
	Iteration 33Q: 3 clusters Score -667806.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -667829.562500 Penalty: 2879.062256
	Iteration 34Q: 3 clusters Score -667829.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -667847.562500 Penalty: 2879.062256
	Iteration 35Q: 3 clusters Score -667847.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -667861.000000 Penalty: 2879.062256
	Iteration 36Q: 3 clusters Score -667861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -667871.062500 Penalty: 2879.062256
	Iteration 37Q: 3 clusters Score -667871.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -667877.875000 Penalty: 2879.062256
	Iteration 38Q: 3 clusters Score -667877.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -667880.437500 Penalty: 2879.062256
	Iteration 39Q: 3 clusters Score -667880.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -667885.875000 Penalty: 2879.062256
	Iteration 40F: 3 clusters Score -667885.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -667889.312500 Penalty: 2879.062256
	Iteration 41Q: 3 clusters Score -667889.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -667895.500000 Penalty: 2879.062256
	Iteration 42Q: 3 clusters Score -667895.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -667897.562500 Penalty: 2879.062256
	Iteration 43Q: 3 clusters Score -667897.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -667902.750000 Penalty: 2879.062256
	Iteration 44Q: 3 clusters Score -667902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -667905.750000 Penalty: 2879.062256
	Iteration 45Q: 3 clusters Score -667905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -667905.750000 Penalty: 2879.062256
	Iteration 46Q: 3 clusters Score -667905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -667905.750000 Penalty: 2879.062256
	Iteration 47F: 3 clusters Score -667905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -377416.468750 Penalty: 1350.682129
	Iteration 0F: 2 clusters Score -377416.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -374029.437500 Penalty: 2701.364258
	Iteration 0F: 3 clusters Score -374029.4 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -374964.312500 Penalty: 2701.364258
	Iteration 1F: 3 clusters Score -374964.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -375162.312500 Penalty: 2701.364258
	Iteration 2F: 3 clusters Score -375162.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -375353.375000 Penalty: 2701.364258
	Iteration 3F: 3 clusters Score -375353.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -375538.875000 Penalty: 2701.364258
	Iteration 4F: 3 clusters Score -375538.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -375702.250000 Penalty: 2701.364258
	Iteration 5F: 3 clusters Score -375702.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -375872.531250 Penalty: 2701.364258
	Iteration 6F: 3 clusters Score -375872.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -376053.062500 Penalty: 2701.364258
	Iteration 7F: 3 clusters Score -376053.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -376242.843750 Penalty: 2701.364258
	Iteration 8F: 3 clusters Score -376242.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -376411.843750 Penalty: 2701.364258
	Iteration 9Q: 3 clusters Score -376411.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -376522.406250 Penalty: 2701.364258
	Iteration 10Q: 3 clusters Score -376522.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -376602.000000 Penalty: 2701.364258
	Iteration 11Q: 3 clusters Score -376602 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -376670.906250 Penalty: 2701.364258
	Iteration 12Q: 3 clusters Score -376670.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -376719.562500 Penalty: 2701.364258
	Iteration 13Q: 3 clusters Score -376719.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -376763.125000 Penalty: 2701.364258
	Iteration 14Q: 3 clusters Score -376763.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -376792.968750 Penalty: 2701.364258
	Iteration 15Q: 3 clusters Score -376793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -376809.812500 Penalty: 2701.364258
	Iteration 16Q: 3 clusters Score -376809.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -376819.593750 Penalty: 2701.364258
	Iteration 17Q: 3 clusters Score -376819.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -376828.562500 Penalty: 2701.364258
	Iteration 18Q: 3 clusters Score -376828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -376835.437500 Penalty: 2701.364258
	Iteration 19Q: 3 clusters Score -376835.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -376843.062500 Penalty: 2701.364258
	Iteration 20F: 3 clusters Score -376843.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -376848.937500 Penalty: 2701.364258
	Iteration 21Q: 3 clusters Score -376848.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -376852.062500 Penalty: 2701.364258
	Iteration 22Q: 3 clusters Score -376852.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -376857.375000 Penalty: 2701.364258
	Iteration 23Q: 3 clusters Score -376857.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -376861.500000 Penalty: 2701.364258
	Iteration 24Q: 3 clusters Score -376861.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -376866.281250 Penalty: 2701.364258
	Iteration 25Q: 3 clusters Score -376866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -376868.812500 Penalty: 2701.364258
	Iteration 26Q: 3 clusters Score -376868.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -376874.156250 Penalty: 2701.364258
	Iteration 27Q: 3 clusters Score -376874.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -376878.750000 Penalty: 2701.364258
	Iteration 28Q: 3 clusters Score -376878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -376884.656250 Penalty: 2701.364258
	Iteration 29Q: 3 clusters Score -376884.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -376888.218750 Penalty: 2701.364258
	Iteration 30Q: 3 clusters Score -376888.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -376890.781250 Penalty: 2701.364258
	Iteration 31Q: 3 clusters Score -376890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -376893.937500 Penalty: 2701.364258
	Iteration 32Q: 3 clusters Score -376893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -376895.843750 Penalty: 2701.364258
	Iteration 33Q: 3 clusters Score -376895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -376897.250000 Penalty: 2701.364258
	Iteration 34Q: 3 clusters Score -376897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -376898.343750 Penalty: 2701.364258
	Iteration 35Q: 3 clusters Score -376898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -376899.937500 Penalty: 2701.364258
	Iteration 36Q: 3 clusters Score -376899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -376901.375000 Penalty: 2701.364258
	Iteration 37Q: 3 clusters Score -376901.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -376904.156250 Penalty: 2701.364258
	Iteration 38Q: 3 clusters Score -376904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -376906.937500 Penalty: 2701.364258
	Iteration 39Q: 3 clusters Score -376906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -376908.968750 Penalty: 2701.364258
	Iteration 40F: 3 clusters Score -376909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -376909.000000 Penalty: 2701.364258
	Iteration 41Q: 3 clusters Score -376909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -376909.000000 Penalty: 2701.364258
	Iteration 42F: 3 clusters Score -376909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -269640.250000 Penalty: 1291.956665
	Iteration 0F: 2 clusters Score -269640.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -267040.250000 Penalty: 2583.913330
	Iteration 0F: 3 clusters Score -267040.2 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -267634.000000 Penalty: 2583.913330
	Iteration 1F: 3 clusters Score -267634 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -267766.156250 Penalty: 2583.913330
	Iteration 2F: 3 clusters Score -267766.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -267866.625000 Penalty: 2583.913330
	Iteration 3F: 3 clusters Score -267866.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -267943.812500 Penalty: 2583.913330
	Iteration 4Q: 3 clusters Score -267943.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -268007.156250 Penalty: 2583.913330
	Iteration 5Q: 3 clusters Score -268007.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -268055.000000 Penalty: 2583.913330
	Iteration 6Q: 3 clusters Score -268055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -268099.750000 Penalty: 2583.913330
	Iteration 7Q: 3 clusters Score -268099.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -268147.312500 Penalty: 2583.913330
	Iteration 8Q: 3 clusters Score -268147.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -268192.562500 Penalty: 2583.913330
	Iteration 9Q: 3 clusters Score -268192.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -268233.937500 Penalty: 2583.913330
	Iteration 10Q: 3 clusters Score -268233.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -268273.000000 Penalty: 2583.913330
	Iteration 11Q: 3 clusters Score -268273 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -268321.687500 Penalty: 2583.913330
	Iteration 12Q: 3 clusters Score -268321.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -268391.593750 Penalty: 2583.913330
	Iteration 13Q: 3 clusters Score -268391.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -268475.406250 Penalty: 2583.913330
	Iteration 14Q: 3 clusters Score -268475.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -268565.968750 Penalty: 2583.913330
	Iteration 15Q: 3 clusters Score -268566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -268652.468750 Penalty: 2583.913330
	Iteration 16Q: 3 clusters Score -268652.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -268759.781250 Penalty: 2583.913330
	Iteration 17Q: 3 clusters Score -268759.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -268844.718750 Penalty: 2583.913330
	Iteration 18Q: 3 clusters Score -268844.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -268911.250000 Penalty: 2583.913330
	Iteration 19Q: 3 clusters Score -268911.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -268954.562500 Penalty: 2583.913330
	Iteration 20F: 3 clusters Score -268954.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -268987.875000 Penalty: 2583.913330
	Iteration 21Q: 3 clusters Score -268987.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -269006.343750 Penalty: 2583.913330
	Iteration 22Q: 3 clusters Score -269006.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -269020.093750 Penalty: 2583.913330
	Iteration 23Q: 3 clusters Score -269020.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -269027.125000 Penalty: 2583.913330
	Iteration 24Q: 3 clusters Score -269027.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -269031.531250 Penalty: 2583.913330
	Iteration 25Q: 3 clusters Score -269031.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -269033.562500 Penalty: 2583.913330
	Iteration 26Q: 3 clusters Score -269033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -269034.281250 Penalty: 2583.913330
	Iteration 27Q: 3 clusters Score -269034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -269035.218750 Penalty: 2583.913330
	Iteration 28Q: 3 clusters Score -269035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -269035.312500 Penalty: 2583.913330
	Iteration 29Q: 3 clusters Score -269035.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -269036.531250 Penalty: 2583.913330
	Iteration 30Q: 3 clusters Score -269036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -269038.000000 Penalty: 2583.913330
	Iteration 31Q: 3 clusters Score -269038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -269038.468750 Penalty: 2583.913330
	Iteration 32Q: 3 clusters Score -269038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -269040.718750 Penalty: 2583.913330
	Iteration 33Q: 3 clusters Score -269040.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -269042.937500 Penalty: 2583.913330
	Iteration 34Q: 3 clusters Score -269042.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -269044.000000 Penalty: 2583.913330
	Iteration 35Q: 3 clusters Score -269044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -269044.312500 Penalty: 2583.913330
	Iteration 36Q: 3 clusters Score -269044.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -269045.406250 Penalty: 2583.913330
	Iteration 37Q: 3 clusters Score -269045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -269046.937500 Penalty: 2583.913330
	Iteration 38Q: 3 clusters Score -269046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -269049.031250 Penalty: 2583.913330
	Iteration 39Q: 3 clusters Score -269049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -269049.718750 Penalty: 2583.913330
	Iteration 40F: 3 clusters Score -269049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -269049.781250 Penalty: 2583.913330
	Iteration 41Q: 3 clusters Score -269049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -269050.218750 Penalty: 2583.913330
	Iteration 42Q: 3 clusters Score -269050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -269050.343750 Penalty: 2583.913330
	Iteration 43Q: 3 clusters Score -269050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -269050.343750 Penalty: 2583.913330
	Iteration 44F: 3 clusters Score -269050.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Entering Unmasked Estep 
Score: -1165340.625000 Penalty: 1532.602905
	Iteration 0F: 2 clusters Score -1165341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1156656.625000 Penalty: 3065.205811
	Iteration 0F: 3 clusters Score -1156657 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1159746.125000 Penalty: 3065.205811
	Iteration 1F: 3 clusters Score -1159746 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1160274.250000 Penalty: 3065.205811
	Iteration 2F: 3 clusters Score -1160274 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1160967.500000 Penalty: 3065.205811
	Iteration 3F: 3 clusters Score -1160968 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1161775.875000 Penalty: 3065.205811
	Iteration 4F: 3 clusters Score -1161776 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1162556.375000 Penalty: 3065.205811
	Iteration 5F: 3 clusters Score -1162556 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1163196.000000 Penalty: 3065.205811
	Iteration 6F: 3 clusters Score -1163196 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1163645.125000 Penalty: 3065.205811
	Iteration 7F: 3 clusters Score -1163645 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1163928.250000 Penalty: 3065.205811
	Iteration 8Q: 3 clusters Score -1163928 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1164108.625000 Penalty: 3065.205811
	Iteration 9Q: 3 clusters Score -1164109 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1164199.625000 Penalty: 3065.205811
	Iteration 10Q: 3 clusters Score -1164200 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1164265.625000 Penalty: 3065.205811
	Iteration 11Q: 3 clusters Score -1164266 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1164323.500000 Penalty: 3065.205811
	Iteration 12Q: 3 clusters Score -1164324 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1164360.625000 Penalty: 3065.205811
	Iteration 13Q: 3 clusters Score -1164361 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1164391.125000 Penalty: 3065.205811
	Iteration 14Q: 3 clusters Score -1164391 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1164422.375000 Penalty: 3065.205811
	Iteration 15Q: 3 clusters Score -1164422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1164444.125000 Penalty: 3065.205811
	Iteration 16Q: 3 clusters Score -1164444 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1164471.750000 Penalty: 3065.205811
	Iteration 17Q: 3 clusters Score -1164472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1164497.500000 Penalty: 3065.205811
	Iteration 18Q: 3 clusters Score -1164498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1164512.500000 Penalty: 3065.205811
	Iteration 19Q: 3 clusters Score -1164512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1164527.250000 Penalty: 3065.205811
	Iteration 20F: 3 clusters Score -1164527 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1164543.250000 Penalty: 3065.205811
	Iteration 21Q: 3 clusters Score -1164543 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1164564.875000 Penalty: 3065.205811
	Iteration 22Q: 3 clusters Score -1164565 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1164597.250000 Penalty: 3065.205811
	Iteration 23Q: 3 clusters Score -1164597 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1164657.875000 Penalty: 3065.205811
	Iteration 24Q: 3 clusters Score -1164658 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1164751.625000 Penalty: 3065.205811
	Iteration 25Q: 3 clusters Score -1164752 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1164925.875000 Penalty: 3065.205811
	Iteration 26Q: 3 clusters Score -1164926 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1165187.250000 Penalty: 3065.205811
	Iteration 27Q: 3 clusters Score -1165187 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1165408.000000 Penalty: 3065.205811
	Iteration 28Q: 3 clusters Score -1165408 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1165530.375000 Penalty: 3065.205811
	Iteration 29Q: 3 clusters Score -1165530 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1165600.125000 Penalty: 3065.205811
	Iteration 30Q: 3 clusters Score -1165600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1165622.750000 Penalty: 3065.205811
	Iteration 31Q: 3 clusters Score -1165623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1165638.250000 Penalty: 3065.205811
	Iteration 32Q: 3 clusters Score -1165638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1165644.875000 Penalty: 3065.205811
	Iteration 33Q: 3 clusters Score -1165645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1165651.625000 Penalty: 3065.205811
	Iteration 34Q: 3 clusters Score -1165652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1165654.875000 Penalty: 3065.205811
	Iteration 35Q: 3 clusters Score -1165655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1165663.250000 Penalty: 3065.205811
	Iteration 36Q: 3 clusters Score -1165663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1165668.000000 Penalty: 3065.205811
	Iteration 37Q: 3 clusters Score -1165668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1165676.125000 Penalty: 3065.205811
	Iteration 38Q: 3 clusters Score -1165676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1165680.125000 Penalty: 3065.205811
	Iteration 39Q: 3 clusters Score -1165680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1165690.125000 Penalty: 3065.205811
	Iteration 40F: 3 clusters Score -1165690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1165695.875000 Penalty: 3065.205811
	Iteration 41Q: 3 clusters Score -1165696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1165701.375000 Penalty: 3065.205811
	Iteration 42Q: 3 clusters Score -1165701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1165709.250000 Penalty: 3065.205811
	Iteration 43Q: 3 clusters Score -1165709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1165711.125000 Penalty: 3065.205811
	Iteration 44Q: 3 clusters Score -1165711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1165718.500000 Penalty: 3065.205811
	Iteration 45Q: 3 clusters Score -1165718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1165719.875000 Penalty: 3065.205811
	Iteration 46Q: 3 clusters Score -1165720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1165717.875000 Penalty: 3065.205811
	Iteration 47Q: 3 clusters Score -1165718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1165719.375000 Penalty: 3065.205811
	Iteration 48Q: 3 clusters Score -1165719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1165722.750000 Penalty: 3065.205811
	Iteration 49Q: 3 clusters Score -1165723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1165721.375000 Penalty: 3065.205811
	Iteration 50Q: 3 clusters Score -1165721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1165723.000000 Penalty: 3065.205811
	Iteration 51Q: 3 clusters Score -1165723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1165726.625000 Penalty: 3065.205811
	Iteration 52Q: 3 clusters Score -1165727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1165729.875000 Penalty: 3065.205811
	Iteration 53Q: 3 clusters Score -1165730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1165731.000000 Penalty: 3065.205811
	Iteration 54Q: 3 clusters Score -1165731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1165734.750000 Penalty: 3065.205811
	Iteration 55Q: 3 clusters Score -1165735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1165735.750000 Penalty: 3065.205811
	Iteration 56Q: 3 clusters Score -1165736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1165732.250000 Penalty: 3065.205811
	Iteration 57Q: 3 clusters Score -1165732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1165737.125000 Penalty: 3065.205811
	Iteration 58Q: 3 clusters Score -1165737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1165738.125000 Penalty: 3065.205811
	Iteration 59Q: 3 clusters Score -1165738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1165736.875000 Penalty: 3065.205811
	Iteration 60F: 3 clusters Score -1165737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42575 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43951 members 
Mstep: Class 19 contains 20224 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74898 members 
Mstep: Class 25 contains 5049 members 
Entering Unmasked Estep 
Score: -44829068.000000 Penalty: 53151.980469
Splitting cluster 10 changes total score from -44829268.000000 to -44829068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (24729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Entering Unmasked Estep 
Score: -2401502.750000 Penalty: 1643.806519
	Iteration 0F: 2 clusters Score -2401503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2384831.250000 Penalty: 3287.613037
	Iteration 0F: 3 clusters Score -2384831 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2390876.000000 Penalty: 3287.613037
	Iteration 1F: 3 clusters Score -2390876 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2391186.000000 Penalty: 3287.613037
	Iteration 2Q: 3 clusters Score -2391186 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2391411.250000 Penalty: 3287.613037
	Iteration 3Q: 3 clusters Score -2391411 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2391614.500000 Penalty: 3287.613037
	Iteration 4Q: 3 clusters Score -2391614 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2391869.500000 Penalty: 3287.613037
	Iteration 5Q: 3 clusters Score -2391870 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2392153.750000 Penalty: 3287.613037
	Iteration 6Q: 3 clusters Score -2392154 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2392555.750000 Penalty: 3287.613037
	Iteration 7Q: 3 clusters Score -2392556 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2393137.500000 Penalty: 3287.613037
	Iteration 8Q: 3 clusters Score -2393138 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2394079.000000 Penalty: 3287.613037
	Iteration 9F: 3 clusters Score -2394079 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2395352.500000 Penalty: 3287.613037
	Iteration 10F: 3 clusters Score -2395352 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2396879.250000 Penalty: 3287.613037
	Iteration 11F: 3 clusters Score -2396879 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2398186.750000 Penalty: 3287.613037
	Iteration 12F: 3 clusters Score -2398187 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2399113.000000 Penalty: 3287.613037
	Iteration 13Q: 3 clusters Score -2399113 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2399651.250000 Penalty: 3287.613037
	Iteration 14Q: 3 clusters Score -2399651 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2399906.500000 Penalty: 3287.613037
	Iteration 15Q: 3 clusters Score -2399906 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2400023.250000 Penalty: 3287.613037
	Iteration 16Q: 3 clusters Score -2400023 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -2400096.750000 Penalty: 3287.613037
	Iteration 17Q: 3 clusters Score -2400097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -2400121.250000 Penalty: 3287.613037
	Iteration 18Q: 3 clusters Score -2400121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -2400137.750000 Penalty: 3287.613037
	Iteration 19Q: 3 clusters Score -2400138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2400154.000000 Penalty: 3287.613037
	Iteration 20F: 3 clusters Score -2400154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -2400158.250000 Penalty: 3287.613037
	Iteration 21Q: 3 clusters Score -2400158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2400164.000000 Penalty: 3287.613037
	Iteration 22Q: 3 clusters Score -2400164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2400169.750000 Penalty: 3287.613037
	Iteration 23Q: 3 clusters Score -2400170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -2400172.750000 Penalty: 3287.613037
	Iteration 24Q: 3 clusters Score -2400173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2400176.750000 Penalty: 3287.613037
	Iteration 25Q: 3 clusters Score -2400177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2400179.500000 Penalty: 3287.613037
	Iteration 26Q: 3 clusters Score -2400180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -2400180.250000 Penalty: 3287.613037
	Iteration 27Q: 3 clusters Score -2400180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2400183.750000 Penalty: 3287.613037
	Iteration 28Q: 3 clusters Score -2400184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -2400186.250000 Penalty: 3287.613037
	Iteration 29Q: 3 clusters Score -2400186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -2400186.250000 Penalty: 3287.613037
	Iteration 30F: 3 clusters Score -2400186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Entering Unmasked Estep 
Score: -178904.468750 Penalty: 1230.949219
	Iteration 0F: 2 clusters Score -178904.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -176844.156250 Penalty: 2461.898438
	Iteration 0F: 3 clusters Score -176844.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -177289.546875 Penalty: 2461.898438
	Iteration 1F: 3 clusters Score -177289.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -177480.640625 Penalty: 2461.898438
	Iteration 2F: 3 clusters Score -177480.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -177641.968750 Penalty: 2461.898438
	Iteration 3F: 3 clusters Score -177642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -177782.437500 Penalty: 2461.898438
	Iteration 4F: 3 clusters Score -177782.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -177915.937500 Penalty: 2461.898438
	Iteration 5Q: 3 clusters Score -177915.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -177999.421875 Penalty: 2461.898438
	Iteration 6Q: 3 clusters Score -177999.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -178081.562500 Penalty: 2461.898438
	Iteration 7Q: 3 clusters Score -178081.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -178144.203125 Penalty: 2461.898438
	Iteration 8Q: 3 clusters Score -178144.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -178184.921875 Penalty: 2461.898438
	Iteration 9Q: 3 clusters Score -178184.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -178214.562500 Penalty: 2461.898438
	Iteration 10Q: 3 clusters Score -178214.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -178235.093750 Penalty: 2461.898438
	Iteration 11Q: 3 clusters Score -178235.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -178247.171875 Penalty: 2461.898438
	Iteration 12Q: 3 clusters Score -178247.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -178254.718750 Penalty: 2461.898438
	Iteration 13Q: 3 clusters Score -178254.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -178261.968750 Penalty: 2461.898438
	Iteration 14Q: 3 clusters Score -178262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -178271.125000 Penalty: 2461.898438
	Iteration 15Q: 3 clusters Score -178271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -178278.328125 Penalty: 2461.898438
	Iteration 16Q: 3 clusters Score -178278.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -178290.890625 Penalty: 2461.898438
	Iteration 17Q: 3 clusters Score -178290.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -178295.000000 Penalty: 2461.898438
	Iteration 18Q: 3 clusters Score -178295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -178297.468750 Penalty: 2461.898438
	Iteration 19Q: 3 clusters Score -178297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -178298.875000 Penalty: 2461.898438
	Iteration 20F: 3 clusters Score -178298.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -178300.546875 Penalty: 2461.898438
	Iteration 21Q: 3 clusters Score -178300.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -178301.859375 Penalty: 2461.898438
	Iteration 22Q: 3 clusters Score -178301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -178303.625000 Penalty: 2461.898438
	Iteration 23Q: 3 clusters Score -178303.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -178304.843750 Penalty: 2461.898438
	Iteration 24Q: 3 clusters Score -178304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -178305.546875 Penalty: 2461.898438
	Iteration 25Q: 3 clusters Score -178305.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -178306.390625 Penalty: 2461.898438
	Iteration 26Q: 3 clusters Score -178306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -178309.218750 Penalty: 2461.898438
	Iteration 27Q: 3 clusters Score -178309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -178310.531250 Penalty: 2461.898438
	Iteration 28Q: 3 clusters Score -178310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -178310.531250 Penalty: 2461.898438
	Iteration 29F: 3 clusters Score -178310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Entering Unmasked Estep 
Score: -4116242.500000 Penalty: 1732.091187
	Iteration 0F: 2 clusters Score -4116242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -4087684.750000 Penalty: 3464.182373
	Iteration 0F: 3 clusters Score -4087685 nChanged 19782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4098848.750000 Penalty: 3464.182373
	Iteration 1F: 3 clusters Score -4098849 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -4099360.750000 Penalty: 3464.182373
	Iteration 2Q: 3 clusters Score -4099361 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4099896.250000 Penalty: 3464.182373
	Iteration 3Q: 3 clusters Score -4099896 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4100598.750000 Penalty: 3464.182373
	Iteration 4Q: 3 clusters Score -4100599 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -4101679.000000 Penalty: 3464.182373
	Iteration 5Q: 3 clusters Score -4101679 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -4103382.250000 Penalty: 3464.182373
	Iteration 6F: 3 clusters Score -4103382 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -4105794.750000 Penalty: 3464.182373
	Iteration 7F: 3 clusters Score -4105795 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -4108773.750000 Penalty: 3464.182373
	Iteration 8F: 3 clusters Score -4108774 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4111447.750000 Penalty: 3464.182373
	Iteration 9F: 3 clusters Score -4111448 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4113180.750000 Penalty: 3464.182373
	Iteration 10Q: 3 clusters Score -4113181 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4114070.250000 Penalty: 3464.182373
	Iteration 11Q: 3 clusters Score -4114070 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4114438.500000 Penalty: 3464.182373
	Iteration 12Q: 3 clusters Score -4114438 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4114609.000000 Penalty: 3464.182373
	Iteration 13Q: 3 clusters Score -4114609 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4114677.000000 Penalty: 3464.182373
	Iteration 14Q: 3 clusters Score -4114677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4114728.500000 Penalty: 3464.182373
	Iteration 15Q: 3 clusters Score -4114728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4114752.750000 Penalty: 3464.182373
	Iteration 16Q: 3 clusters Score -4114753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4114765.000000 Penalty: 3464.182373
	Iteration 17Q: 3 clusters Score -4114765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4114783.750000 Penalty: 3464.182373
	Iteration 18Q: 3 clusters Score -4114784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4114784.750000 Penalty: 3464.182373
	Iteration 19Q: 3 clusters Score -4114785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4114792.250000 Penalty: 3464.182373
	Iteration 20F: 3 clusters Score -4114792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4114793.250000 Penalty: 3464.182373
	Iteration 21Q: 3 clusters Score -4114793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4114797.250000 Penalty: 3464.182373
	Iteration 22Q: 3 clusters Score -4114797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4114800.750000 Penalty: 3464.182373
	Iteration 23Q: 3 clusters Score -4114801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4114808.000000 Penalty: 3464.182373
	Iteration 24Q: 3 clusters Score -4114808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4114805.250000 Penalty: 3464.182373
	Iteration 25Q: 3 clusters Score -4114805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4114809.000000 Penalty: 3464.182373
	Iteration 26Q: 3 clusters Score -4114809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4114806.750000 Penalty: 3464.182373
	Iteration 27Q: 3 clusters Score -4114807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4114810.750000 Penalty: 3464.182373
	Iteration 28Q: 3 clusters Score -4114811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4114810.250000 Penalty: 3464.182373
	Iteration 29Q: 3 clusters Score -4114810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4114810.250000 Penalty: 3464.182373
	Iteration 30F: 3 clusters Score -4114810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Entering Unmasked Estep 
Score: -1404514.000000 Penalty: 1557.797241
	Iteration 0F: 2 clusters Score -1404514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1394401.750000 Penalty: 3115.594482
	Iteration 0F: 3 clusters Score -1394402 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1397995.125000 Penalty: 3115.594482
	Iteration 1F: 3 clusters Score -1397995 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1398520.250000 Penalty: 3115.594482
	Iteration 2F: 3 clusters Score -1398520 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1399030.750000 Penalty: 3115.594482
	Iteration 3F: 3 clusters Score -1399031 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1399548.500000 Penalty: 3115.594482
	Iteration 4F: 3 clusters Score -1399548 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1400041.000000 Penalty: 3115.594482
	Iteration 5F: 3 clusters Score -1400041 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1400502.875000 Penalty: 3115.594482
	Iteration 6F: 3 clusters Score -1400503 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1400903.875000 Penalty: 3115.594482
	Iteration 7Q: 3 clusters Score -1400904 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1401294.125000 Penalty: 3115.594482
	Iteration 8Q: 3 clusters Score -1401294 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1401658.500000 Penalty: 3115.594482
	Iteration 9Q: 3 clusters Score -1401658 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1402012.750000 Penalty: 3115.594482
	Iteration 10Q: 3 clusters Score -1402013 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1402336.875000 Penalty: 3115.594482
	Iteration 11Q: 3 clusters Score -1402337 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1402601.250000 Penalty: 3115.594482
	Iteration 12Q: 3 clusters Score -1402601 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1402784.625000 Penalty: 3115.594482
	Iteration 13Q: 3 clusters Score -1402785 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1402886.875000 Penalty: 3115.594482
	Iteration 14Q: 3 clusters Score -1402887 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1402955.625000 Penalty: 3115.594482
	Iteration 15Q: 3 clusters Score -1402956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1402997.625000 Penalty: 3115.594482
	Iteration 16Q: 3 clusters Score -1402998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1403024.500000 Penalty: 3115.594482
	Iteration 17Q: 3 clusters Score -1403024 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1403049.250000 Penalty: 3115.594482
	Iteration 18Q: 3 clusters Score -1403049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1403066.000000 Penalty: 3115.594482
	Iteration 19Q: 3 clusters Score -1403066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1403088.375000 Penalty: 3115.594482
	Iteration 20F: 3 clusters Score -1403088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1403096.000000 Penalty: 3115.594482
	Iteration 21Q: 3 clusters Score -1403096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1403104.500000 Penalty: 3115.594482
	Iteration 22Q: 3 clusters Score -1403104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1403107.000000 Penalty: 3115.594482
	Iteration 23Q: 3 clusters Score -1403107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1403120.000000 Penalty: 3115.594482
	Iteration 24Q: 3 clusters Score -1403120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1403125.750000 Penalty: 3115.594482
	Iteration 25Q: 3 clusters Score -1403126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1403131.125000 Penalty: 3115.594482
	Iteration 26Q: 3 clusters Score -1403131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1403137.000000 Penalty: 3115.594482
	Iteration 27Q: 3 clusters Score -1403137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1403138.750000 Penalty: 3115.594482
	Iteration 28Q: 3 clusters Score -1403139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1403140.500000 Penalty: 3115.594482
	Iteration 29Q: 3 clusters Score -1403140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1403144.125000 Penalty: 3115.594482
	Iteration 30Q: 3 clusters Score -1403144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1403148.750000 Penalty: 3115.594482
	Iteration 31Q: 3 clusters Score -1403149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1403148.625000 Penalty: 3115.594482
	Iteration 32Q: 3 clusters Score -1403149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1403151.000000 Penalty: 3115.594482
	Iteration 33Q: 3 clusters Score -1403151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1403153.750000 Penalty: 3115.594482
	Iteration 34Q: 3 clusters Score -1403154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1403153.625000 Penalty: 3115.594482
	Iteration 35Q: 3 clusters Score -1403154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1403157.125000 Penalty: 3115.594482
	Iteration 36Q: 3 clusters Score -1403157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1403156.125000 Penalty: 3115.594482
	Iteration 37Q: 3 clusters Score -1403156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1403160.625000 Penalty: 3115.594482
	Iteration 38Q: 3 clusters Score -1403161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1403161.000000 Penalty: 3115.594482
	Iteration 39Q: 3 clusters Score -1403161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1403161.500000 Penalty: 3115.594482
	Iteration 40F: 3 clusters Score -1403162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1403161.000000 Penalty: 3115.594482
	Iteration 41Q: 3 clusters Score -1403161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1403161.750000 Penalty: 3115.594482
	Iteration 42Q: 3 clusters Score -1403162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1403162.500000 Penalty: 3115.594482
	Iteration 43Q: 3 clusters Score -1403162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1403161.125000 Penalty: 3115.594482
	Iteration 44Q: 3 clusters Score -1403161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1403161.125000 Penalty: 3115.594482
	Iteration 45F: 3 clusters Score -1403161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -142014.531250 Penalty: 1196.738892
	Iteration 0F: 2 clusters Score -142014.5 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 790 members 
Entering Unmasked Estep 
Score: -140174.640625 Penalty: 2393.477783
	Iteration 0F: 3 clusters Score -140174.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -140553.656250 Penalty: 2393.477783
	Iteration 1F: 3 clusters Score -140553.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -140707.328125 Penalty: 2393.477783
	Iteration 2F: 3 clusters Score -140707.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -140810.875000 Penalty: 2393.477783
	Iteration 3F: 3 clusters Score -140810.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -140896.812500 Penalty: 2393.477783
	Iteration 4Q: 3 clusters Score -140896.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -140962.156250 Penalty: 2393.477783
	Iteration 5Q: 3 clusters Score -140962.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -141021.750000 Penalty: 2393.477783
	Iteration 6Q: 3 clusters Score -141021.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -141086.875000 Penalty: 2393.477783
	Iteration 7Q: 3 clusters Score -141086.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -141151.843750 Penalty: 2393.477783
	Iteration 8Q: 3 clusters Score -141151.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -141232.718750 Penalty: 2393.477783
	Iteration 9Q: 3 clusters Score -141232.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -141320.968750 Penalty: 2393.477783
	Iteration 10Q: 3 clusters Score -141321 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -141372.687500 Penalty: 2393.477783
	Iteration 11Q: 3 clusters Score -141372.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -141421.375000 Penalty: 2393.477783
	Iteration 12Q: 3 clusters Score -141421.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -141460.828125 Penalty: 2393.477783
	Iteration 13Q: 3 clusters Score -141460.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -141501.890625 Penalty: 2393.477783
	Iteration 14Q: 3 clusters Score -141501.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -141525.046875 Penalty: 2393.477783
	Iteration 15Q: 3 clusters Score -141525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -141539.171875 Penalty: 2393.477783
	Iteration 16Q: 3 clusters Score -141539.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -141548.796875 Penalty: 2393.477783
	Iteration 17Q: 3 clusters Score -141548.8 nChanged 11
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: -141558.187500 Penalty: 2393.477783
	Iteration 18Q: 3 clusters Score -141558.2 nChanged 12
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: -141568.843750 Penalty: 2393.477783
	Iteration 19Q: 3 clusters Score -141568.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -141575.437500 Penalty: 2393.477783
	Iteration 20F: 3 clusters Score -141575.4 nChanged 6
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: -141579.187500 Penalty: 2393.477783
	Iteration 21Q: 3 clusters Score -141579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141585.453125 Penalty: 2393.477783
	Iteration 22Q: 3 clusters Score -141585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141586.859375 Penalty: 2393.477783
	Iteration 23Q: 3 clusters Score -141586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -141590.546875 Penalty: 2393.477783
	Iteration 24Q: 3 clusters Score -141590.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -141593.484375 Penalty: 2393.477783
	Iteration 25Q: 3 clusters Score -141593.5 nChanged 2
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: -141595.062500 Penalty: 2393.477783
	Iteration 26Q: 3 clusters Score -141595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -141595.906250 Penalty: 2393.477783
	Iteration 27Q: 3 clusters Score -141595.9 nChanged 1
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: -141596.343750 Penalty: 2393.477783
	Iteration 28Q: 3 clusters Score -141596.3 nChanged 0
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: -141596.343750 Penalty: 2393.477783
	Iteration 29F: 3 clusters Score -141596.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Entering Unmasked Estep 
Score: -1774942.750000 Penalty: 1599.538452
	Iteration 0F: 2 clusters Score -1774943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1762006.125000 Penalty: 3199.076904
	Iteration 0F: 3 clusters Score -1762006 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1766697.625000 Penalty: 3199.076904
	Iteration 1F: 3 clusters Score -1766698 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1767193.375000 Penalty: 3199.076904
	Iteration 2F: 3 clusters Score -1767193 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1767690.625000 Penalty: 3199.076904
	Iteration 3F: 3 clusters Score -1767691 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1768283.750000 Penalty: 3199.076904
	Iteration 4F: 3 clusters Score -1768284 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1768951.500000 Penalty: 3199.076904
	Iteration 5F: 3 clusters Score -1768952 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1769642.875000 Penalty: 3199.076904
	Iteration 6F: 3 clusters Score -1769643 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1770237.125000 Penalty: 3199.076904
	Iteration 7F: 3 clusters Score -1770237 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1770719.875000 Penalty: 3199.076904
	Iteration 8Q: 3 clusters Score -1770720 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1771151.750000 Penalty: 3199.076904
	Iteration 9Q: 3 clusters Score -1771152 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1771447.875000 Penalty: 3199.076904
	Iteration 10Q: 3 clusters Score -1771448 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1771638.000000 Penalty: 3199.076904
	Iteration 11Q: 3 clusters Score -1771638 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1771735.875000 Penalty: 3199.076904
	Iteration 12Q: 3 clusters Score -1771736 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1771795.375000 Penalty: 3199.076904
	Iteration 13Q: 3 clusters Score -1771795 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1771821.125000 Penalty: 3199.076904
	Iteration 14Q: 3 clusters Score -1771821 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1771845.250000 Penalty: 3199.076904
	Iteration 15Q: 3 clusters Score -1771845 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1771865.125000 Penalty: 3199.076904
	Iteration 16Q: 3 clusters Score -1771865 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1771876.875000 Penalty: 3199.076904
	Iteration 17Q: 3 clusters Score -1771877 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1771882.250000 Penalty: 3199.076904
	Iteration 18Q: 3 clusters Score -1771882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1771896.375000 Penalty: 3199.076904
	Iteration 19Q: 3 clusters Score -1771896 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1771899.750000 Penalty: 3199.076904
	Iteration 20F: 3 clusters Score -1771900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1771909.500000 Penalty: 3199.076904
	Iteration 21Q: 3 clusters Score -1771910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1771921.125000 Penalty: 3199.076904
	Iteration 22Q: 3 clusters Score -1771921 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1771929.250000 Penalty: 3199.076904
	Iteration 23Q: 3 clusters Score -1771929 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1771937.750000 Penalty: 3199.076904
	Iteration 24Q: 3 clusters Score -1771938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1771938.375000 Penalty: 3199.076904
	Iteration 25Q: 3 clusters Score -1771938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1771945.375000 Penalty: 3199.076904
	Iteration 26Q: 3 clusters Score -1771945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1771952.250000 Penalty: 3199.076904
	Iteration 27Q: 3 clusters Score -1771952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1771955.875000 Penalty: 3199.076904
	Iteration 28Q: 3 clusters Score -1771956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1771958.375000 Penalty: 3199.076904
	Iteration 29Q: 3 clusters Score -1771958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1771965.875000 Penalty: 3199.076904
	Iteration 30Q: 3 clusters Score -1771966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1771969.625000 Penalty: 3199.076904
	Iteration 31Q: 3 clusters Score -1771970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1771974.125000 Penalty: 3199.076904
	Iteration 32Q: 3 clusters Score -1771974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1771982.625000 Penalty: 3199.076904
	Iteration 33Q: 3 clusters Score -1771983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1771990.625000 Penalty: 3199.076904
	Iteration 34Q: 3 clusters Score -1771991 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1771996.125000 Penalty: 3199.076904
	Iteration 35Q: 3 clusters Score -1771996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1771996.375000 Penalty: 3199.076904
	Iteration 36Q: 3 clusters Score -1771996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1772005.875000 Penalty: 3199.076904
	Iteration 37Q: 3 clusters Score -1772006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1772015.625000 Penalty: 3199.076904
	Iteration 38Q: 3 clusters Score -1772016 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1772022.375000 Penalty: 3199.076904
	Iteration 39Q: 3 clusters Score -1772022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1772022.250000 Penalty: 3199.076904
	Iteration 40F: 3 clusters Score -1772022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1772031.750000 Penalty: 3199.076904
	Iteration 41Q: 3 clusters Score -1772032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1772041.375000 Penalty: 3199.076904
	Iteration 42Q: 3 clusters Score -1772041 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1772045.625000 Penalty: 3199.076904
	Iteration 43Q: 3 clusters Score -1772046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1772047.000000 Penalty: 3199.076904
	Iteration 44Q: 3 clusters Score -1772047 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1772062.875000 Penalty: 3199.076904
	Iteration 45Q: 3 clusters Score -1772063 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1772067.750000 Penalty: 3199.076904
	Iteration 46Q: 3 clusters Score -1772068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1772078.000000 Penalty: 3199.076904
	Iteration 47Q: 3 clusters Score -1772078 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1772087.625000 Penalty: 3199.076904
	Iteration 48Q: 3 clusters Score -1772088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1772099.125000 Penalty: 3199.076904
	Iteration 49Q: 3 clusters Score -1772099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1772107.000000 Penalty: 3199.076904
	Iteration 50Q: 3 clusters Score -1772107 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1772110.500000 Penalty: 3199.076904
	Iteration 51Q: 3 clusters Score -1772110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1772110.875000 Penalty: 3199.076904
	Iteration 52Q: 3 clusters Score -1772111 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1772119.125000 Penalty: 3199.076904
	Iteration 53Q: 3 clusters Score -1772119 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1772129.375000 Penalty: 3199.076904
	Iteration 54Q: 3 clusters Score -1772129 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1772133.875000 Penalty: 3199.076904
	Iteration 55Q: 3 clusters Score -1772134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1772147.375000 Penalty: 3199.076904
	Iteration 56Q: 3 clusters Score -1772147 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1772151.875000 Penalty: 3199.076904
	Iteration 57Q: 3 clusters Score -1772152 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1772161.875000 Penalty: 3199.076904
	Iteration 58Q: 3 clusters Score -1772162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1772172.625000 Penalty: 3199.076904
	Iteration 59Q: 3 clusters Score -1772173 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1772182.125000 Penalty: 3199.076904
	Iteration 60F: 3 clusters Score -1772182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1772188.250000 Penalty: 3199.076904
	Iteration 61Q: 3 clusters Score -1772188 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1772195.375000 Penalty: 3199.076904
	Iteration 62Q: 3 clusters Score -1772195 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1772207.375000 Penalty: 3199.076904
	Iteration 63Q: 3 clusters Score -1772207 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1772220.875000 Penalty: 3199.076904
	Iteration 64Q: 3 clusters Score -1772221 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1772231.875000 Penalty: 3199.076904
	Iteration 65Q: 3 clusters Score -1772232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1772243.250000 Penalty: 3199.076904
	Iteration 66Q: 3 clusters Score -1772243 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1772255.000000 Penalty: 3199.076904
	Iteration 67Q: 3 clusters Score -1772255 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1772272.250000 Penalty: 3199.076904
	Iteration 68Q: 3 clusters Score -1772272 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1772287.125000 Penalty: 3199.076904
	Iteration 69Q: 3 clusters Score -1772287 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1772311.250000 Penalty: 3199.076904
	Iteration 70Q: 3 clusters Score -1772311 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1772342.125000 Penalty: 3199.076904
	Iteration 71Q: 3 clusters Score -1772342 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1772374.000000 Penalty: 3199.076904
	Iteration 72Q: 3 clusters Score -1772374 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1772405.750000 Penalty: 3199.076904
	Iteration 73Q: 3 clusters Score -1772406 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1772439.125000 Penalty: 3199.076904
	Iteration 74Q: 3 clusters Score -1772439 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1772470.000000 Penalty: 3199.076904
	Iteration 75Q: 3 clusters Score -1772470 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1772508.500000 Penalty: 3199.076904
	Iteration 76Q: 3 clusters Score -1772508 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1772542.625000 Penalty: 3199.076904
	Iteration 77Q: 3 clusters Score -1772543 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1772581.125000 Penalty: 3199.076904
	Iteration 78Q: 3 clusters Score -1772581 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1772617.500000 Penalty: 3199.076904
	Iteration 79Q: 3 clusters Score -1772618 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1772659.375000 Penalty: 3199.076904
	Iteration 80F: 3 clusters Score -1772659 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1772713.750000 Penalty: 3199.076904
	Iteration 81Q: 3 clusters Score -1772714 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1772768.000000 Penalty: 3199.076904
	Iteration 82Q: 3 clusters Score -1772768 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1772840.125000 Penalty: 3199.076904
	Iteration 83Q: 3 clusters Score -1772840 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1772908.375000 Penalty: 3199.076904
	Iteration 84Q: 3 clusters Score -1772908 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1772991.875000 Penalty: 3199.076904
	Iteration 85Q: 3 clusters Score -1772992 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1773075.250000 Penalty: 3199.076904
	Iteration 86Q: 3 clusters Score -1773075 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1773171.250000 Penalty: 3199.076904
	Iteration 87Q: 3 clusters Score -1773171 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1773274.125000 Penalty: 3199.076904
	Iteration 88Q: 3 clusters Score -1773274 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1773380.750000 Penalty: 3199.076904
	Iteration 89Q: 3 clusters Score -1773381 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1773489.125000 Penalty: 3199.076904
	Iteration 90Q: 3 clusters Score -1773489 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1773572.625000 Penalty: 3199.076904
	Iteration 91Q: 3 clusters Score -1773573 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1773628.125000 Penalty: 3199.076904
	Iteration 92Q: 3 clusters Score -1773628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1773683.000000 Penalty: 3199.076904
	Iteration 93Q: 3 clusters Score -1773683 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1773722.250000 Penalty: 3199.076904
	Iteration 94Q: 3 clusters Score -1773722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1773751.000000 Penalty: 3199.076904
	Iteration 95Q: 3 clusters Score -1773751 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1773775.125000 Penalty: 3199.076904
	Iteration 96Q: 3 clusters Score -1773775 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1773798.500000 Penalty: 3199.076904
	Iteration 97Q: 3 clusters Score -1773798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1773820.250000 Penalty: 3199.076904
	Iteration 98Q: 3 clusters Score -1773820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1773833.125000 Penalty: 3199.076904
	Iteration 99Q: 3 clusters Score -1773833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1773842.500000 Penalty: 3199.076904
	Iteration 100F: 3 clusters Score -1773842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1773847.125000 Penalty: 3199.076904
	Iteration 101Q: 3 clusters Score -1773847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1773849.875000 Penalty: 3199.076904
	Iteration 102Q: 3 clusters Score -1773850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1773857.500000 Penalty: 3199.076904
	Iteration 103Q: 3 clusters Score -1773858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1773865.500000 Penalty: 3199.076904
	Iteration 104Q: 3 clusters Score -1773866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1773873.500000 Penalty: 3199.076904
	Iteration 105Q: 3 clusters Score -1773874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1773874.750000 Penalty: 3199.076904
	Iteration 106Q: 3 clusters Score -1773875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1773881.375000 Penalty: 3199.076904
	Iteration 107Q: 3 clusters Score -1773881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1773884.875000 Penalty: 3199.076904
	Iteration 108Q: 3 clusters Score -1773885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1773889.125000 Penalty: 3199.076904
	Iteration 109Q: 3 clusters Score -1773889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1773893.500000 Penalty: 3199.076904
	Iteration 110Q: 3 clusters Score -1773894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1773901.500000 Penalty: 3199.076904
	Iteration 111Q: 3 clusters Score -1773902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1773912.125000 Penalty: 3199.076904
	Iteration 112Q: 3 clusters Score -1773912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1773924.500000 Penalty: 3199.076904
	Iteration 113Q: 3 clusters Score -1773924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1773944.500000 Penalty: 3199.076904
	Iteration 114Q: 3 clusters Score -1773944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1773975.125000 Penalty: 3199.076904
	Iteration 115Q: 3 clusters Score -1773975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1774075.125000 Penalty: 3199.076904
	Iteration 116Q: 3 clusters Score -1774075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1774222.125000 Penalty: 3199.076904
	Iteration 117Q: 3 clusters Score -1774222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1774306.875000 Penalty: 3199.076904
	Iteration 118Q: 3 clusters Score -1774307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1774334.125000 Penalty: 3199.076904
	Iteration 119Q: 3 clusters Score -1774334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1774347.000000 Penalty: 3199.076904
	Iteration 120F: 3 clusters Score -1774347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1774354.125000 Penalty: 3199.076904
	Iteration 121Q: 3 clusters Score -1774354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1774356.500000 Penalty: 3199.076904
	Iteration 122Q: 3 clusters Score -1774356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1774360.625000 Penalty: 3199.076904
	Iteration 123Q: 3 clusters Score -1774361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1774359.000000 Penalty: 3199.076904
	Iteration 124Q: 3 clusters Score -1774359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1774361.125000 Penalty: 3199.076904
	Iteration 125Q: 3 clusters Score -1774361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1774364.000000 Penalty: 3199.076904
	Iteration 126Q: 3 clusters Score -1774364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1774364.000000 Penalty: 3199.076904
	Iteration 127Q: 3 clusters Score -1774364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1774363.375000 Penalty: 3199.076904
	Iteration 128Q: 3 clusters Score -1774363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1774364.750000 Penalty: 3199.076904
	Iteration 129Q: 3 clusters Score -1774365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1774364.750000 Penalty: 3199.076904
	Iteration 130F: 3 clusters Score -1774365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Entering Unmasked Estep 
Score: -1032068.937500 Penalty: 1507.553345
	Iteration 0F: 2 clusters Score -1032069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1024516.875000 Penalty: 3015.106689
	Iteration 0F: 3 clusters Score -1024517 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1026872.250000 Penalty: 3015.106689
	Iteration 1F: 3 clusters Score -1026872 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1027136.437500 Penalty: 3015.106689
	Iteration 2F: 3 clusters Score -1027136 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1027346.375000 Penalty: 3015.106689
	Iteration 3Q: 3 clusters Score -1027346 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1027512.312500 Penalty: 3015.106689
	Iteration 4Q: 3 clusters Score -1027512 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1027649.312500 Penalty: 3015.106689
	Iteration 5Q: 3 clusters Score -1027649 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1027783.000000 Penalty: 3015.106689
	Iteration 6Q: 3 clusters Score -1027783 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1027923.750000 Penalty: 3015.106689
	Iteration 7Q: 3 clusters Score -1027924 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1028070.187500 Penalty: 3015.106689
	Iteration 8Q: 3 clusters Score -1028070 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1028240.625000 Penalty: 3015.106689
	Iteration 9Q: 3 clusters Score -1028241 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1028432.000000 Penalty: 3015.106689
	Iteration 10Q: 3 clusters Score -1028432 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1028643.250000 Penalty: 3015.106689
	Iteration 11Q: 3 clusters Score -1028643 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1028878.625000 Penalty: 3015.106689
	Iteration 12Q: 3 clusters Score -1028879 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1029105.250000 Penalty: 3015.106689
	Iteration 13Q: 3 clusters Score -1029105 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1029308.250000 Penalty: 3015.106689
	Iteration 14Q: 3 clusters Score -1029308 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1029473.187500 Penalty: 3015.106689
	Iteration 15Q: 3 clusters Score -1029473 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1029623.375000 Penalty: 3015.106689
	Iteration 16Q: 3 clusters Score -1029623 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1029734.562500 Penalty: 3015.106689
	Iteration 17Q: 3 clusters Score -1029735 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1029825.250000 Penalty: 3015.106689
	Iteration 18Q: 3 clusters Score -1029825 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1029923.875000 Penalty: 3015.106689
	Iteration 19Q: 3 clusters Score -1029924 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1030025.875000 Penalty: 3015.106689
	Iteration 20F: 3 clusters Score -1030026 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1030131.250000 Penalty: 3015.106689
	Iteration 21Q: 3 clusters Score -1030131 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1030216.000000 Penalty: 3015.106689
	Iteration 22Q: 3 clusters Score -1030216 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1030322.812500 Penalty: 3015.106689
	Iteration 23Q: 3 clusters Score -1030323 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1030435.500000 Penalty: 3015.106689
	Iteration 24Q: 3 clusters Score -1030436 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1030540.000000 Penalty: 3015.106689
	Iteration 25Q: 3 clusters Score -1030540 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1030624.125000 Penalty: 3015.106689
	Iteration 26Q: 3 clusters Score -1030624 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1030684.437500 Penalty: 3015.106689
	Iteration 27Q: 3 clusters Score -1030684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1030726.500000 Penalty: 3015.106689
	Iteration 28Q: 3 clusters Score -1030726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1030763.125000 Penalty: 3015.106689
	Iteration 29Q: 3 clusters Score -1030763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1030781.750000 Penalty: 3015.106689
	Iteration 30Q: 3 clusters Score -1030782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1030794.312500 Penalty: 3015.106689
	Iteration 31Q: 3 clusters Score -1030794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1030806.250000 Penalty: 3015.106689
	Iteration 32Q: 3 clusters Score -1030806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1030814.375000 Penalty: 3015.106689
	Iteration 33Q: 3 clusters Score -1030814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1030822.812500 Penalty: 3015.106689
	Iteration 34Q: 3 clusters Score -1030823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1030826.000000 Penalty: 3015.106689
	Iteration 35Q: 3 clusters Score -1030826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1030829.437500 Penalty: 3015.106689
	Iteration 36Q: 3 clusters Score -1030829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1030833.562500 Penalty: 3015.106689
	Iteration 37Q: 3 clusters Score -1030834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1030834.687500 Penalty: 3015.106689
	Iteration 38Q: 3 clusters Score -1030835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1030837.562500 Penalty: 3015.106689
	Iteration 39Q: 3 clusters Score -1030838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1030836.375000 Penalty: 3015.106689
	Iteration 40F: 3 clusters Score -1030836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1030837.187500 Penalty: 3015.106689
	Iteration 41Q: 3 clusters Score -1030837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1030837.187500 Penalty: 3015.106689
	Iteration 42F: 3 clusters Score -1030837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Entering Unmasked Estep 
Score: -4246881.500000 Penalty: 1737.259888
	Iteration 0F: 2 clusters Score -4246882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -4217413.000000 Penalty: 3474.519775
	Iteration 0F: 3 clusters Score -4217413 nChanged 20667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -4229017.500000 Penalty: 3474.519775
	Iteration 1F: 3 clusters Score -4229018 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4229389.000000 Penalty: 3474.519775
	Iteration 2Q: 3 clusters Score -4229389 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -4229774.000000 Penalty: 3474.519775
	Iteration 3Q: 3 clusters Score -4229774 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -4230153.000000 Penalty: 3474.519775
	Iteration 4Q: 3 clusters Score -4230153 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4230552.000000 Penalty: 3474.519775
	Iteration 5Q: 3 clusters Score -4230552 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -4231052.500000 Penalty: 3474.519775
	Iteration 6Q: 3 clusters Score -4231052 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -4231729.500000 Penalty: 3474.519775
	Iteration 7Q: 3 clusters Score -4231730 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -4232714.500000 Penalty: 3474.519775
	Iteration 8Q: 3 clusters Score -4232714 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4234084.000000 Penalty: 3474.519775
	Iteration 9F: 3 clusters Score -4234084 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -4235702.000000 Penalty: 3474.519775
	Iteration 10F: 3 clusters Score -4235702 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -4237517.000000 Penalty: 3474.519775
	Iteration 11F: 3 clusters Score -4237517 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4239020.500000 Penalty: 3474.519775
	Iteration 12Q: 3 clusters Score -4239020 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4239948.000000 Penalty: 3474.519775
	Iteration 13Q: 3 clusters Score -4239948 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4240580.500000 Penalty: 3474.519775
	Iteration 14Q: 3 clusters Score -4240580 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4241163.500000 Penalty: 3474.519775
	Iteration 15Q: 3 clusters Score -4241164 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4241686.000000 Penalty: 3474.519775
	Iteration 16Q: 3 clusters Score -4241686 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4242182.000000 Penalty: 3474.519775
	Iteration 17Q: 3 clusters Score -4242182 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -4242602.000000 Penalty: 3474.519775
	Iteration 18Q: 3 clusters Score -4242602 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -4243045.000000 Penalty: 3474.519775
	Iteration 19Q: 3 clusters Score -4243045 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -4243436.000000 Penalty: 3474.519775
	Iteration 20F: 3 clusters Score -4243436 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -4243765.000000 Penalty: 3474.519775
	Iteration 21Q: 3 clusters Score -4243765 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -4244040.500000 Penalty: 3474.519775
	Iteration 22Q: 3 clusters Score -4244040 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -4244224.000000 Penalty: 3474.519775
	Iteration 23Q: 3 clusters Score -4244224 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -4244395.000000 Penalty: 3474.519775
	Iteration 24Q: 3 clusters Score -4244395 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -4244525.500000 Penalty: 3474.519775
	Iteration 25Q: 3 clusters Score -4244526 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -4244645.000000 Penalty: 3474.519775
	Iteration 26Q: 3 clusters Score -4244645 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -4244753.500000 Penalty: 3474.519775
	Iteration 27Q: 3 clusters Score -4244754 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -4244847.000000 Penalty: 3474.519775
	Iteration 28Q: 3 clusters Score -4244847 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -4244927.000000 Penalty: 3474.519775
	Iteration 29Q: 3 clusters Score -4244927 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -4244993.500000 Penalty: 3474.519775
	Iteration 30Q: 3 clusters Score -4244994 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -4245052.500000 Penalty: 3474.519775
	Iteration 31Q: 3 clusters Score -4245052 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -4245095.500000 Penalty: 3474.519775
	Iteration 32Q: 3 clusters Score -4245096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -4245138.500000 Penalty: 3474.519775
	Iteration 33Q: 3 clusters Score -4245138 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -4245196.500000 Penalty: 3474.519775
	Iteration 34Q: 3 clusters Score -4245196 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -4245243.000000 Penalty: 3474.519775
	Iteration 35Q: 3 clusters Score -4245243 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -4245257.000000 Penalty: 3474.519775
	Iteration 36Q: 3 clusters Score -4245257 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -4245276.500000 Penalty: 3474.519775
	Iteration 37Q: 3 clusters Score -4245276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -4245302.500000 Penalty: 3474.519775
	Iteration 38Q: 3 clusters Score -4245302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -4245317.500000 Penalty: 3474.519775
	Iteration 39Q: 3 clusters Score -4245318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -4245334.500000 Penalty: 3474.519775
	Iteration 40F: 3 clusters Score -4245334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -4245356.000000 Penalty: 3474.519775
	Iteration 41Q: 3 clusters Score -4245356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -4245368.000000 Penalty: 3474.519775
	Iteration 42Q: 3 clusters Score -4245368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -4245377.500000 Penalty: 3474.519775
	Iteration 43Q: 3 clusters Score -4245378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -4245377.500000 Penalty: 3474.519775
	Iteration 44Q: 3 clusters Score -4245378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -4245377.500000 Penalty: 3474.519775
	Iteration 45Q: 3 clusters Score -4245378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -4245385.500000 Penalty: 3474.519775
	Iteration 46Q: 3 clusters Score -4245386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -4245381.000000 Penalty: 3474.519775
	Iteration 47Q: 3 clusters Score -4245381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -4245393.000000 Penalty: 3474.519775
	Iteration 48Q: 3 clusters Score -4245393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -4245394.500000 Penalty: 3474.519775
	Iteration 49Q: 3 clusters Score -4245394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -4245395.000000 Penalty: 3474.519775
	Iteration 50Q: 3 clusters Score -4245395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -4245399.000000 Penalty: 3474.519775
	Iteration 51Q: 3 clusters Score -4245399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -4245406.500000 Penalty: 3474.519775
	Iteration 52Q: 3 clusters Score -4245406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -4245404.000000 Penalty: 3474.519775
	Iteration 53Q: 3 clusters Score -4245404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -4245406.000000 Penalty: 3474.519775
	Iteration 54Q: 3 clusters Score -4245406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -4245411.000000 Penalty: 3474.519775
	Iteration 55Q: 3 clusters Score -4245411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -4245414.000000 Penalty: 3474.519775
	Iteration 56Q: 3 clusters Score -4245414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -4245417.500000 Penalty: 3474.519775
	Iteration 57Q: 3 clusters Score -4245418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -4245416.500000 Penalty: 3474.519775
	Iteration 58Q: 3 clusters Score -4245416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -4245419.000000 Penalty: 3474.519775
	Iteration 59Q: 3 clusters Score -4245419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -4245421.000000 Penalty: 3474.519775
	Iteration 60F: 3 clusters Score -4245421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -4245420.000000 Penalty: 3474.519775
	Iteration 61Q: 3 clusters Score -4245420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -4245421.500000 Penalty: 3474.519775
	Iteration 62Q: 3 clusters Score -4245422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -4245420.000000 Penalty: 3474.519775
	Iteration 63Q: 3 clusters Score -4245420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -4245417.500000 Penalty: 3474.519775
	Iteration 64Q: 3 clusters Score -4245418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -4245420.000000 Penalty: 3474.519775
	Iteration 65Q: 3 clusters Score -4245420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -4245421.500000 Penalty: 3474.519775
	Iteration 66Q: 3 clusters Score -4245422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -4245421.500000 Penalty: 3474.519775
	Iteration 67F: 3 clusters Score -4245422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Entering Unmasked Estep 
Score: -1958869.750000 Penalty: 1611.126587
	Iteration 0F: 2 clusters Score -1958870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1945063.000000 Penalty: 3222.253174
	Iteration 0F: 3 clusters Score -1945063 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1950177.125000 Penalty: 3222.253174
	Iteration 1F: 3 clusters Score -1950177 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1950625.625000 Penalty: 3222.253174
	Iteration 2Q: 3 clusters Score -1950626 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1951191.125000 Penalty: 3222.253174
	Iteration 3F: 3 clusters Score -1951191 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1951934.875000 Penalty: 3222.253174
	Iteration 4F: 3 clusters Score -1951935 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1952917.125000 Penalty: 3222.253174
	Iteration 5F: 3 clusters Score -1952917 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1954053.250000 Penalty: 3222.253174
	Iteration 6F: 3 clusters Score -1954053 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1955089.875000 Penalty: 3222.253174
	Iteration 7F: 3 clusters Score -1955090 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -1955970.750000 Penalty: 3222.253174
	Iteration 8Q: 3 clusters Score -1955971 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1956568.000000 Penalty: 3222.253174
	Iteration 9Q: 3 clusters Score -1956568 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -1956923.000000 Penalty: 3222.253174
	Iteration 10Q: 3 clusters Score -1956923 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -1957125.625000 Penalty: 3222.253174
	Iteration 11Q: 3 clusters Score -1957126 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -1957235.500000 Penalty: 3222.253174
	Iteration 12Q: 3 clusters Score -1957236 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1957313.375000 Penalty: 3222.253174
	Iteration 13Q: 3 clusters Score -1957313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -1957359.125000 Penalty: 3222.253174
	Iteration 14Q: 3 clusters Score -1957359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -1957388.625000 Penalty: 3222.253174
	Iteration 15Q: 3 clusters Score -1957389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -1957400.125000 Penalty: 3222.253174
	Iteration 16Q: 3 clusters Score -1957400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -1957407.875000 Penalty: 3222.253174
	Iteration 17Q: 3 clusters Score -1957408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -1957410.000000 Penalty: 3222.253174
	Iteration 18Q: 3 clusters Score -1957410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -1957410.250000 Penalty: 3222.253174
	Iteration 19Q: 3 clusters Score -1957410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -1957411.125000 Penalty: 3222.253174
	Iteration 20F: 3 clusters Score -1957411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -1957411.500000 Penalty: 3222.253174
	Iteration 21Q: 3 clusters Score -1957412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -1957411.500000 Penalty: 3222.253174
	Iteration 22F: 3 clusters Score -1957412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Entering Unmasked Estep 
Score: -2236805.750000 Penalty: 1633.070312
	Iteration 0F: 2 clusters Score -2236806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2221097.500000 Penalty: 3266.140625
	Iteration 0F: 3 clusters Score -2221098 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2226955.000000 Penalty: 3266.140625
	Iteration 1F: 3 clusters Score -2226955 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2227350.250000 Penalty: 3266.140625
	Iteration 2Q: 3 clusters Score -2227350 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2227708.750000 Penalty: 3266.140625
	Iteration 3Q: 3 clusters Score -2227709 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2228089.000000 Penalty: 3266.140625
	Iteration 4Q: 3 clusters Score -2228089 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2228507.250000 Penalty: 3266.140625
	Iteration 5Q: 3 clusters Score -2228507 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2229035.000000 Penalty: 3266.140625
	Iteration 6Q: 3 clusters Score -2229035 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2229696.250000 Penalty: 3266.140625
	Iteration 7Q: 3 clusters Score -2229696 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2230467.750000 Penalty: 3266.140625
	Iteration 8F: 3 clusters Score -2230468 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2231174.250000 Penalty: 3266.140625
	Iteration 9F: 3 clusters Score -2231174 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2231681.500000 Penalty: 3266.140625
	Iteration 10Q: 3 clusters Score -2231682 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2231971.750000 Penalty: 3266.140625
	Iteration 11Q: 3 clusters Score -2231972 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2232126.750000 Penalty: 3266.140625
	Iteration 12Q: 3 clusters Score -2232127 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2232230.250000 Penalty: 3266.140625
	Iteration 13Q: 3 clusters Score -2232230 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2232312.750000 Penalty: 3266.140625
	Iteration 14Q: 3 clusters Score -2232313 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2232394.000000 Penalty: 3266.140625
	Iteration 15Q: 3 clusters Score -2232394 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2232454.750000 Penalty: 3266.140625
	Iteration 16Q: 3 clusters Score -2232455 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2232519.750000 Penalty: 3266.140625
	Iteration 17Q: 3 clusters Score -2232520 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2232588.250000 Penalty: 3266.140625
	Iteration 18Q: 3 clusters Score -2232588 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2232647.750000 Penalty: 3266.140625
	Iteration 19Q: 3 clusters Score -2232648 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2232720.250000 Penalty: 3266.140625
	Iteration 20F: 3 clusters Score -2232720 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2232785.000000 Penalty: 3266.140625
	Iteration 21Q: 3 clusters Score -2232785 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2232846.000000 Penalty: 3266.140625
	Iteration 22Q: 3 clusters Score -2232846 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2232895.750000 Penalty: 3266.140625
	Iteration 23Q: 3 clusters Score -2232896 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2232932.000000 Penalty: 3266.140625
	Iteration 24Q: 3 clusters Score -2232932 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2232980.000000 Penalty: 3266.140625
	Iteration 25Q: 3 clusters Score -2232980 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2233036.250000 Penalty: 3266.140625
	Iteration 26Q: 3 clusters Score -2233036 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2233074.750000 Penalty: 3266.140625
	Iteration 27Q: 3 clusters Score -2233075 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2233138.750000 Penalty: 3266.140625
	Iteration 28Q: 3 clusters Score -2233139 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2233211.750000 Penalty: 3266.140625
	Iteration 29Q: 3 clusters Score -2233212 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2233274.750000 Penalty: 3266.140625
	Iteration 30Q: 3 clusters Score -2233275 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2233356.500000 Penalty: 3266.140625
	Iteration 31Q: 3 clusters Score -2233356 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2233437.500000 Penalty: 3266.140625
	Iteration 32Q: 3 clusters Score -2233438 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2233497.500000 Penalty: 3266.140625
	Iteration 33Q: 3 clusters Score -2233498 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2233563.000000 Penalty: 3266.140625
	Iteration 34Q: 3 clusters Score -2233563 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2233614.000000 Penalty: 3266.140625
	Iteration 35Q: 3 clusters Score -2233614 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2233667.000000 Penalty: 3266.140625
	Iteration 36Q: 3 clusters Score -2233667 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2233725.500000 Penalty: 3266.140625
	Iteration 37Q: 3 clusters Score -2233726 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2233789.000000 Penalty: 3266.140625
	Iteration 38Q: 3 clusters Score -2233789 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2233837.500000 Penalty: 3266.140625
	Iteration 39Q: 3 clusters Score -2233838 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2233874.500000 Penalty: 3266.140625
	Iteration 40F: 3 clusters Score -2233874 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2233911.000000 Penalty: 3266.140625
	Iteration 41Q: 3 clusters Score -2233911 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2233955.000000 Penalty: 3266.140625
	Iteration 42Q: 3 clusters Score -2233955 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2233998.500000 Penalty: 3266.140625
	Iteration 43Q: 3 clusters Score -2233998 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2234034.250000 Penalty: 3266.140625
	Iteration 44Q: 3 clusters Score -2234034 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2234082.250000 Penalty: 3266.140625
	Iteration 45Q: 3 clusters Score -2234082 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2234142.250000 Penalty: 3266.140625
	Iteration 46Q: 3 clusters Score -2234142 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2234195.000000 Penalty: 3266.140625
	Iteration 47Q: 3 clusters Score -2234195 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2234244.750000 Penalty: 3266.140625
	Iteration 48Q: 3 clusters Score -2234245 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2234289.000000 Penalty: 3266.140625
	Iteration 49Q: 3 clusters Score -2234289 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2234336.750000 Penalty: 3266.140625
	Iteration 50Q: 3 clusters Score -2234337 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2234381.250000 Penalty: 3266.140625
	Iteration 51Q: 3 clusters Score -2234381 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2234450.000000 Penalty: 3266.140625
	Iteration 52Q: 3 clusters Score -2234450 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2234505.750000 Penalty: 3266.140625
	Iteration 53Q: 3 clusters Score -2234506 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2234573.500000 Penalty: 3266.140625
	Iteration 54Q: 3 clusters Score -2234574 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2234649.500000 Penalty: 3266.140625
	Iteration 55Q: 3 clusters Score -2234650 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2234737.750000 Penalty: 3266.140625
	Iteration 56Q: 3 clusters Score -2234738 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2234811.250000 Penalty: 3266.140625
	Iteration 57Q: 3 clusters Score -2234811 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2234903.250000 Penalty: 3266.140625
	Iteration 58Q: 3 clusters Score -2234903 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2234980.250000 Penalty: 3266.140625
	Iteration 59Q: 3 clusters Score -2234980 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2235050.250000 Penalty: 3266.140625
	Iteration 60F: 3 clusters Score -2235050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2235098.750000 Penalty: 3266.140625
	Iteration 61Q: 3 clusters Score -2235099 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2235148.500000 Penalty: 3266.140625
	Iteration 62Q: 3 clusters Score -2235148 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2235189.250000 Penalty: 3266.140625
	Iteration 63Q: 3 clusters Score -2235189 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2235222.250000 Penalty: 3266.140625
	Iteration 64Q: 3 clusters Score -2235222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2235261.000000 Penalty: 3266.140625
	Iteration 65Q: 3 clusters Score -2235261 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2235293.750000 Penalty: 3266.140625
	Iteration 66Q: 3 clusters Score -2235294 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2235320.750000 Penalty: 3266.140625
	Iteration 67Q: 3 clusters Score -2235321 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2235333.000000 Penalty: 3266.140625
	Iteration 68Q: 3 clusters Score -2235333 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2235358.500000 Penalty: 3266.140625
	Iteration 69Q: 3 clusters Score -2235358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2235392.250000 Penalty: 3266.140625
	Iteration 70Q: 3 clusters Score -2235392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2235414.000000 Penalty: 3266.140625
	Iteration 71Q: 3 clusters Score -2235414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2235436.250000 Penalty: 3266.140625
	Iteration 72Q: 3 clusters Score -2235436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2235453.000000 Penalty: 3266.140625
	Iteration 73Q: 3 clusters Score -2235453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2235452.750000 Penalty: 3266.140625
	Iteration 74Q: 3 clusters Score -2235453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2235462.250000 Penalty: 3266.140625
	Iteration 75Q: 3 clusters Score -2235462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2235469.750000 Penalty: 3266.140625
	Iteration 76Q: 3 clusters Score -2235470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2235481.500000 Penalty: 3266.140625
	Iteration 77Q: 3 clusters Score -2235482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2235484.750000 Penalty: 3266.140625
	Iteration 78Q: 3 clusters Score -2235485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2235491.000000 Penalty: 3266.140625
	Iteration 79Q: 3 clusters Score -2235491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2235498.500000 Penalty: 3266.140625
	Iteration 80F: 3 clusters Score -2235498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2235507.500000 Penalty: 3266.140625
	Iteration 81Q: 3 clusters Score -2235508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2235510.500000 Penalty: 3266.140625
	Iteration 82Q: 3 clusters Score -2235510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2235513.000000 Penalty: 3266.140625
	Iteration 83Q: 3 clusters Score -2235513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2235517.750000 Penalty: 3266.140625
	Iteration 84Q: 3 clusters Score -2235518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2235522.000000 Penalty: 3266.140625
	Iteration 85Q: 3 clusters Score -2235522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2235524.500000 Penalty: 3266.140625
	Iteration 86Q: 3 clusters Score -2235524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2235523.500000 Penalty: 3266.140625
	Iteration 87Q: 3 clusters Score -2235524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2235526.000000 Penalty: 3266.140625
	Iteration 88Q: 3 clusters Score -2235526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2235529.750000 Penalty: 3266.140625
	Iteration 89Q: 3 clusters Score -2235530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2235529.000000 Penalty: 3266.140625
	Iteration 90Q: 3 clusters Score -2235529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2235528.750000 Penalty: 3266.140625
	Iteration 91Q: 3 clusters Score -2235529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2235528.750000 Penalty: 3266.140625
	Iteration 92Q: 3 clusters Score -2235529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2235532.000000 Penalty: 3266.140625
	Iteration 93Q: 3 clusters Score -2235532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2235532.750000 Penalty: 3266.140625
	Iteration 94Q: 3 clusters Score -2235533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2235532.750000 Penalty: 3266.140625
	Iteration 95F: 3 clusters Score -2235533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -8760.243164 Penalty: 776.607544
	Iteration 0F: 2 clusters Score -8760.243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8168.574707 Penalty: 1553.215088
	Iteration 0F: 3 clusters Score -8168.575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8197.286133 Penalty: 1553.215088
	Iteration 1F: 3 clusters Score -8197.286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8201.054688 Penalty: 1553.215088
	Iteration 2Q: 3 clusters Score -8201.055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8201.054688 Penalty: 1553.215088
	Iteration 3F: 3 clusters Score -8201.055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Entering Unmasked Estep 
Score: -1755453.250000 Penalty: 1598.820557
	Iteration 0F: 2 clusters Score -1755453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1742703.750000 Penalty: 3197.641113
	Iteration 0F: 3 clusters Score -1742704 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1747585.250000 Penalty: 3197.641113
	Iteration 1F: 3 clusters Score -1747585 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1747960.375000 Penalty: 3197.641113
	Iteration 2F: 3 clusters Score -1747960 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1748328.500000 Penalty: 3197.641113
	Iteration 3Q: 3 clusters Score -1748328 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1748789.875000 Penalty: 3197.641113
	Iteration 4Q: 3 clusters Score -1748790 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1749365.875000 Penalty: 3197.641113
	Iteration 5F: 3 clusters Score -1749366 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1749938.125000 Penalty: 3197.641113
	Iteration 6F: 3 clusters Score -1749938 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1750512.750000 Penalty: 3197.641113
	Iteration 7Q: 3 clusters Score -1750513 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1750982.500000 Penalty: 3197.641113
	Iteration 8Q: 3 clusters Score -1750982 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1751306.375000 Penalty: 3197.641113
	Iteration 9Q: 3 clusters Score -1751306 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1751567.500000 Penalty: 3197.641113
	Iteration 10Q: 3 clusters Score -1751568 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1751765.250000 Penalty: 3197.641113
	Iteration 11Q: 3 clusters Score -1751765 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1751943.875000 Penalty: 3197.641113
	Iteration 12Q: 3 clusters Score -1751944 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1752112.000000 Penalty: 3197.641113
	Iteration 13Q: 3 clusters Score -1752112 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1752261.500000 Penalty: 3197.641113
	Iteration 14Q: 3 clusters Score -1752262 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1752412.375000 Penalty: 3197.641113
	Iteration 15Q: 3 clusters Score -1752412 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1752534.250000 Penalty: 3197.641113
	Iteration 16Q: 3 clusters Score -1752534 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1752679.500000 Penalty: 3197.641113
	Iteration 17Q: 3 clusters Score -1752680 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1752830.000000 Penalty: 3197.641113
	Iteration 18Q: 3 clusters Score -1752830 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1752983.250000 Penalty: 3197.641113
	Iteration 19Q: 3 clusters Score -1752983 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1753122.875000 Penalty: 3197.641113
	Iteration 20F: 3 clusters Score -1753123 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1753235.625000 Penalty: 3197.641113
	Iteration 21Q: 3 clusters Score -1753236 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1753340.500000 Penalty: 3197.641113
	Iteration 22Q: 3 clusters Score -1753340 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1753446.000000 Penalty: 3197.641113
	Iteration 23Q: 3 clusters Score -1753446 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1753547.750000 Penalty: 3197.641113
	Iteration 24Q: 3 clusters Score -1753548 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1753624.000000 Penalty: 3197.641113
	Iteration 25Q: 3 clusters Score -1753624 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1753689.750000 Penalty: 3197.641113
	Iteration 26Q: 3 clusters Score -1753690 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1753741.250000 Penalty: 3197.641113
	Iteration 27Q: 3 clusters Score -1753741 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1753792.750000 Penalty: 3197.641113
	Iteration 28Q: 3 clusters Score -1753793 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1753847.125000 Penalty: 3197.641113
	Iteration 29Q: 3 clusters Score -1753847 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1753900.500000 Penalty: 3197.641113
	Iteration 30Q: 3 clusters Score -1753900 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -1753932.250000 Penalty: 3197.641113
	Iteration 31Q: 3 clusters Score -1753932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1753969.875000 Penalty: 3197.641113
	Iteration 32Q: 3 clusters Score -1753970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -1753997.875000 Penalty: 3197.641113
	Iteration 33Q: 3 clusters Score -1753998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1754022.000000 Penalty: 3197.641113
	Iteration 34Q: 3 clusters Score -1754022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1754037.375000 Penalty: 3197.641113
	Iteration 35Q: 3 clusters Score -1754037 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1754052.750000 Penalty: 3197.641113
	Iteration 36Q: 3 clusters Score -1754053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1754059.125000 Penalty: 3197.641113
	Iteration 37Q: 3 clusters Score -1754059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1754066.875000 Penalty: 3197.641113
	Iteration 38Q: 3 clusters Score -1754067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1754069.750000 Penalty: 3197.641113
	Iteration 39Q: 3 clusters Score -1754070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1754073.750000 Penalty: 3197.641113
	Iteration 40F: 3 clusters Score -1754074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1754076.250000 Penalty: 3197.641113
	Iteration 41Q: 3 clusters Score -1754076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -1754079.375000 Penalty: 3197.641113
	Iteration 42Q: 3 clusters Score -1754079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1754083.625000 Penalty: 3197.641113
	Iteration 43Q: 3 clusters Score -1754084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -1754086.875000 Penalty: 3197.641113
	Iteration 44Q: 3 clusters Score -1754087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1754092.375000 Penalty: 3197.641113
	Iteration 45Q: 3 clusters Score -1754092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1754092.375000 Penalty: 3197.641113
	Iteration 46Q: 3 clusters Score -1754092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -1754096.500000 Penalty: 3197.641113
	Iteration 47Q: 3 clusters Score -1754096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -1754100.000000 Penalty: 3197.641113
	Iteration 48Q: 3 clusters Score -1754100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1754105.250000 Penalty: 3197.641113
	Iteration 49Q: 3 clusters Score -1754105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -1754107.875000 Penalty: 3197.641113
	Iteration 50Q: 3 clusters Score -1754108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1754114.500000 Penalty: 3197.641113
	Iteration 51Q: 3 clusters Score -1754114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1754114.375000 Penalty: 3197.641113
	Iteration 52Q: 3 clusters Score -1754114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1754119.250000 Penalty: 3197.641113
	Iteration 53Q: 3 clusters Score -1754119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1754118.000000 Penalty: 3197.641113
	Iteration 54Q: 3 clusters Score -1754118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1754118.000000 Penalty: 3197.641113
	Iteration 55F: 3 clusters Score -1754118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Entering Unmasked Estep 
Score: -547465.562500 Penalty: 1406.330688
	Iteration 0F: 2 clusters Score -547465.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -543039.750000 Penalty: 2812.661377
	Iteration 0F: 3 clusters Score -543039.8 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -544313.875000 Penalty: 2812.661377
	Iteration 1F: 3 clusters Score -544313.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -544469.937500 Penalty: 2812.661377
	Iteration 2F: 3 clusters Score -544469.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -544589.750000 Penalty: 2812.661377
	Iteration 3Q: 3 clusters Score -544589.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -544679.625000 Penalty: 2812.661377
	Iteration 4Q: 3 clusters Score -544679.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -544740.000000 Penalty: 2812.661377
	Iteration 5Q: 3 clusters Score -544740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -544798.937500 Penalty: 2812.661377
	Iteration 6Q: 3 clusters Score -544798.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -544836.125000 Penalty: 2812.661377
	Iteration 7Q: 3 clusters Score -544836.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -544873.312500 Penalty: 2812.661377
	Iteration 8Q: 3 clusters Score -544873.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -544906.375000 Penalty: 2812.661377
	Iteration 9Q: 3 clusters Score -544906.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -544939.000000 Penalty: 2812.661377
	Iteration 10Q: 3 clusters Score -544939 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -544969.687500 Penalty: 2812.661377
	Iteration 11Q: 3 clusters Score -544969.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -544999.375000 Penalty: 2812.661377
	Iteration 12Q: 3 clusters Score -544999.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -545030.375000 Penalty: 2812.661377
	Iteration 13Q: 3 clusters Score -545030.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -545069.000000 Penalty: 2812.661377
	Iteration 14Q: 3 clusters Score -545069 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -545120.437500 Penalty: 2812.661377
	Iteration 15Q: 3 clusters Score -545120.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -545190.750000 Penalty: 2812.661377
	Iteration 16Q: 3 clusters Score -545190.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -545273.750000 Penalty: 2812.661377
	Iteration 17Q: 3 clusters Score -545273.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -545364.812500 Penalty: 2812.661377
	Iteration 18Q: 3 clusters Score -545364.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -545467.187500 Penalty: 2812.661377
	Iteration 19Q: 3 clusters Score -545467.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -545584.437500 Penalty: 2812.661377
	Iteration 20F: 3 clusters Score -545584.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -545692.125000 Penalty: 2812.661377
	Iteration 21Q: 3 clusters Score -545692.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -545796.250000 Penalty: 2812.661377
	Iteration 22Q: 3 clusters Score -545796.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -545879.125000 Penalty: 2812.661377
	Iteration 23Q: 3 clusters Score -545879.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -545943.312500 Penalty: 2812.661377
	Iteration 24Q: 3 clusters Score -545943.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -545994.250000 Penalty: 2812.661377
	Iteration 25Q: 3 clusters Score -545994.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -546031.750000 Penalty: 2812.661377
	Iteration 26Q: 3 clusters Score -546031.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -546055.812500 Penalty: 2812.661377
	Iteration 27Q: 3 clusters Score -546055.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -546078.687500 Penalty: 2812.661377
	Iteration 28Q: 3 clusters Score -546078.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -546095.875000 Penalty: 2812.661377
	Iteration 29Q: 3 clusters Score -546095.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -546112.125000 Penalty: 2812.661377
	Iteration 30Q: 3 clusters Score -546112.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -546122.750000 Penalty: 2812.661377
	Iteration 31Q: 3 clusters Score -546122.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -546131.000000 Penalty: 2812.661377
	Iteration 32Q: 3 clusters Score -546131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -546138.187500 Penalty: 2812.661377
	Iteration 33Q: 3 clusters Score -546138.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -546147.187500 Penalty: 2812.661377
	Iteration 34Q: 3 clusters Score -546147.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -546156.375000 Penalty: 2812.661377
	Iteration 35Q: 3 clusters Score -546156.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -546162.500000 Penalty: 2812.661377
	Iteration 36Q: 3 clusters Score -546162.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -546170.250000 Penalty: 2812.661377
	Iteration 37Q: 3 clusters Score -546170.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -546174.375000 Penalty: 2812.661377
	Iteration 38Q: 3 clusters Score -546174.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -546179.812500 Penalty: 2812.661377
	Iteration 39Q: 3 clusters Score -546179.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -546185.437500 Penalty: 2812.661377
	Iteration 40F: 3 clusters Score -546185.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -546192.875000 Penalty: 2812.661377
	Iteration 41Q: 3 clusters Score -546192.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -546197.437500 Penalty: 2812.661377
	Iteration 42Q: 3 clusters Score -546197.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -546198.875000 Penalty: 2812.661377
	Iteration 43Q: 3 clusters Score -546198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -546203.125000 Penalty: 2812.661377
	Iteration 44Q: 3 clusters Score -546203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -546203.562500 Penalty: 2812.661377
	Iteration 45Q: 3 clusters Score -546203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -546206.875000 Penalty: 2812.661377
	Iteration 46Q: 3 clusters Score -546206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -546207.375000 Penalty: 2812.661377
	Iteration 47Q: 3 clusters Score -546207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -546209.687500 Penalty: 2812.661377
	Iteration 48Q: 3 clusters Score -546209.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -546211.250000 Penalty: 2812.661377
	Iteration 49Q: 3 clusters Score -546211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -546214.187500 Penalty: 2812.661377
	Iteration 50Q: 3 clusters Score -546214.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -546216.625000 Penalty: 2812.661377
	Iteration 51Q: 3 clusters Score -546216.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -546219.062500 Penalty: 2812.661377
	Iteration 52Q: 3 clusters Score -546219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -546221.687500 Penalty: 2812.661377
	Iteration 53Q: 3 clusters Score -546221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -546222.625000 Penalty: 2812.661377
	Iteration 54Q: 3 clusters Score -546222.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -546227.250000 Penalty: 2812.661377
	Iteration 55Q: 3 clusters Score -546227.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -546232.562500 Penalty: 2812.661377
	Iteration 56Q: 3 clusters Score -546232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -546236.125000 Penalty: 2812.661377
	Iteration 57Q: 3 clusters Score -546236.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -546240.125000 Penalty: 2812.661377
	Iteration 58Q: 3 clusters Score -546240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -546242.750000 Penalty: 2812.661377
	Iteration 59Q: 3 clusters Score -546242.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -546248.812500 Penalty: 2812.661377
	Iteration 60F: 3 clusters Score -546248.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -546252.875000 Penalty: 2812.661377
	Iteration 61Q: 3 clusters Score -546252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -546256.437500 Penalty: 2812.661377
	Iteration 62Q: 3 clusters Score -546256.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -546258.437500 Penalty: 2812.661377
	Iteration 63Q: 3 clusters Score -546258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -546258.812500 Penalty: 2812.661377
	Iteration 64Q: 3 clusters Score -546258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -546258.812500 Penalty: 2812.661377
	Iteration 65F: 3 clusters Score -546258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (74898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Entering Unmasked Estep 
Score: -7166896.000000 Penalty: 1823.880981
	Iteration 0F: 2 clusters Score -7166896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -7116892.000000 Penalty: 3647.761963
	Iteration 0F: 3 clusters Score -7116892 nChanged 35637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -7137235.500000 Penalty: 3647.761963
	Iteration 1F: 3 clusters Score -7137236 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -7137831.000000 Penalty: 3647.761963
	Iteration 2Q: 3 clusters Score -7137831 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -7138629.500000 Penalty: 3647.761963
	Iteration 3Q: 3 clusters Score -7138630 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -7139555.500000 Penalty: 3647.761963
	Iteration 4Q: 3 clusters Score -7139556 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -7140906.000000 Penalty: 3647.761963
	Iteration 5Q: 3 clusters Score -7140906 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -7142932.500000 Penalty: 3647.761963
	Iteration 6F: 3 clusters Score -7142932 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -7145825.000000 Penalty: 3647.761963
	Iteration 7F: 3 clusters Score -7145825 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -7149591.500000 Penalty: 3647.761963
	Iteration 8F: 3 clusters Score -7149592 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -7153566.000000 Penalty: 3647.761963
	Iteration 9F: 3 clusters Score -7153566 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -7156942.000000 Penalty: 3647.761963
	Iteration 10F: 3 clusters Score -7156942 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -7159126.500000 Penalty: 3647.761963
	Iteration 11Q: 3 clusters Score -7159126 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -7160533.000000 Penalty: 3647.761963
	Iteration 12Q: 3 clusters Score -7160533 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -7161577.000000 Penalty: 3647.761963
	Iteration 13Q: 3 clusters Score -7161577 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -7162401.000000 Penalty: 3647.761963
	Iteration 14Q: 3 clusters Score -7162401 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -7163044.500000 Penalty: 3647.761963
	Iteration 15Q: 3 clusters Score -7163044 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -7163654.000000 Penalty: 3647.761963
	Iteration 16Q: 3 clusters Score -7163654 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7164154.500000 Penalty: 3647.761963
	Iteration 17Q: 3 clusters Score -7164154 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7164471.500000 Penalty: 3647.761963
	Iteration 18Q: 3 clusters Score -7164472 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72941 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7164699.500000 Penalty: 3647.761963
	Iteration 19Q: 3 clusters Score -7164700 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7164856.500000 Penalty: 3647.761963
	Iteration 20F: 3 clusters Score -7164856 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7164990.500000 Penalty: 3647.761963
	Iteration 21Q: 3 clusters Score -7164990 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7165062.000000 Penalty: 3647.761963
	Iteration 22Q: 3 clusters Score -7165062 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7165101.500000 Penalty: 3647.761963
	Iteration 23Q: 3 clusters Score -7165102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7165154.500000 Penalty: 3647.761963
	Iteration 24Q: 3 clusters Score -7165154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7165173.500000 Penalty: 3647.761963
	Iteration 25Q: 3 clusters Score -7165174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7165196.000000 Penalty: 3647.761963
	Iteration 26Q: 3 clusters Score -7165196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7165215.500000 Penalty: 3647.761963
	Iteration 27Q: 3 clusters Score -7165216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7165211.000000 Penalty: 3647.761963
	Iteration 28Q: 3 clusters Score -7165211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7165228.000000 Penalty: 3647.761963
	Iteration 29Q: 3 clusters Score -7165228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7165244.000000 Penalty: 3647.761963
	Iteration 30Q: 3 clusters Score -7165244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7165279.500000 Penalty: 3647.761963
	Iteration 31Q: 3 clusters Score -7165280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7165278.500000 Penalty: 3647.761963
	Iteration 32Q: 3 clusters Score -7165278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7165282.500000 Penalty: 3647.761963
	Iteration 33Q: 3 clusters Score -7165282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7165296.000000 Penalty: 3647.761963
	Iteration 34Q: 3 clusters Score -7165296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7165293.000000 Penalty: 3647.761963
	Iteration 35Q: 3 clusters Score -7165293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7165300.000000 Penalty: 3647.761963
	Iteration 36Q: 3 clusters Score -7165300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7165311.500000 Penalty: 3647.761963
	Iteration 37Q: 3 clusters Score -7165312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7165318.000000 Penalty: 3647.761963
	Iteration 38Q: 3 clusters Score -7165318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74071 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7165325.500000 Penalty: 3647.761963
	Iteration 39Q: 3 clusters Score -7165326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7165344.000000 Penalty: 3647.761963
	Iteration 40F: 3 clusters Score -7165344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7165342.000000 Penalty: 3647.761963
	Iteration 41Q: 3 clusters Score -7165342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7165339.000000 Penalty: 3647.761963
	Iteration 42Q: 3 clusters Score -7165339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7165341.500000 Penalty: 3647.761963
	Iteration 43Q: 3 clusters Score -7165342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7165345.000000 Penalty: 3647.761963
	Iteration 44Q: 3 clusters Score -7165345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7165342.500000 Penalty: 3647.761963
	Iteration 45Q: 3 clusters Score -7165342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7165344.000000 Penalty: 3647.761963
	Iteration 46Q: 3 clusters Score -7165344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7165345.000000 Penalty: 3647.761963
	Iteration 47Q: 3 clusters Score -7165345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7165348.500000 Penalty: 3647.761963
	Iteration 48Q: 3 clusters Score -7165348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74097 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7165350.500000 Penalty: 3647.761963
	Iteration 49Q: 3 clusters Score -7165350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7165354.500000 Penalty: 3647.761963
	Iteration 50Q: 3 clusters Score -7165354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7165352.000000 Penalty: 3647.761963
	Iteration 51Q: 3 clusters Score -7165352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7165360.000000 Penalty: 3647.761963
	Iteration 52Q: 3 clusters Score -7165360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7165360.000000 Penalty: 3647.761963
	Iteration 53F: 3 clusters Score -7165360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42575 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43951 members 
Mstep: Class 19 contains 20224 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829244.000000 Penalty: 51025.902344
Iteration 159Q: 25 clusters Score -4.482924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42578 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43948 members 
Mstep: Class 19 contains 20224 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829252.000000 Penalty: 51025.902344
Iteration 160F: 25 clusters Score -4.482925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42581 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43945 members 
Mstep: Class 19 contains 20224 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829252.000000 Penalty: 51025.902344
Iteration 161Q: 25 clusters Score -4.482925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42583 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43943 members 
Mstep: Class 19 contains 20224 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 74898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829248.000000 Penalty: 51025.902344
Iteration 162Q: 25 clusters Score -4.482925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42584 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43942 members 
Mstep: Class 19 contains 20225 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 74898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829244.000000 Penalty: 51025.902344
Iteration 163Q: 25 clusters Score -4.482924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42584 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43942 members 
Mstep: Class 19 contains 20225 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 74898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829244.000000 Penalty: 51025.902344
Iteration 164F: 25 clusters Score -4.482924e+07 nChanged 0
Entering ConstructFrom: 
Score: -44829244.000000 Penalty: 51025.902344
Entering ConstructFrom: 
Trying to split cluster 1 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -222349.171875 Penalty: 1261.075928
	Iteration 0F: 2 clusters Score -222349.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -220055.406250 Penalty: 2522.151855
	Iteration 0F: 3 clusters Score -220055.4 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -220518.500000 Penalty: 2522.151855
	Iteration 1F: 3 clusters Score -220518.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -220628.296875 Penalty: 2522.151855
	Iteration 2F: 3 clusters Score -220628.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -220689.578125 Penalty: 2522.151855
	Iteration 3Q: 3 clusters Score -220689.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -220738.234375 Penalty: 2522.151855
	Iteration 4Q: 3 clusters Score -220738.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -220779.828125 Penalty: 2522.151855
	Iteration 5Q: 3 clusters Score -220779.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -220808.796875 Penalty: 2522.151855
	Iteration 6Q: 3 clusters Score -220808.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -220831.796875 Penalty: 2522.151855
	Iteration 7Q: 3 clusters Score -220831.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -220851.250000 Penalty: 2522.151855
	Iteration 8Q: 3 clusters Score -220851.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -220871.578125 Penalty: 2522.151855
	Iteration 9Q: 3 clusters Score -220871.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -220884.640625 Penalty: 2522.151855
	Iteration 10Q: 3 clusters Score -220884.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -220903.625000 Penalty: 2522.151855
	Iteration 11Q: 3 clusters Score -220903.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -220917.375000 Penalty: 2522.151855
	Iteration 12Q: 3 clusters Score -220917.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -220933.234375 Penalty: 2522.151855
	Iteration 13Q: 3 clusters Score -220933.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -220946.265625 Penalty: 2522.151855
	Iteration 14Q: 3 clusters Score -220946.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -220958.093750 Penalty: 2522.151855
	Iteration 15Q: 3 clusters Score -220958.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -220964.453125 Penalty: 2522.151855
	Iteration 16Q: 3 clusters Score -220964.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -220972.203125 Penalty: 2522.151855
	Iteration 17Q: 3 clusters Score -220972.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -220980.203125 Penalty: 2522.151855
	Iteration 18Q: 3 clusters Score -220980.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -220989.640625 Penalty: 2522.151855
	Iteration 19Q: 3 clusters Score -220989.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -220997.140625 Penalty: 2522.151855
	Iteration 20F: 3 clusters Score -220997.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -221004.437500 Penalty: 2522.151855
	Iteration 21Q: 3 clusters Score -221004.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -221008.984375 Penalty: 2522.151855
	Iteration 22Q: 3 clusters Score -221009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -221012.406250 Penalty: 2522.151855
	Iteration 23Q: 3 clusters Score -221012.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -221017.515625 Penalty: 2522.151855
	Iteration 24Q: 3 clusters Score -221017.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -221023.671875 Penalty: 2522.151855
	Iteration 25Q: 3 clusters Score -221023.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -221032.562500 Penalty: 2522.151855
	Iteration 26Q: 3 clusters Score -221032.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -221040.765625 Penalty: 2522.151855
	Iteration 27Q: 3 clusters Score -221040.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -221048.296875 Penalty: 2522.151855
	Iteration 28Q: 3 clusters Score -221048.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -221057.203125 Penalty: 2522.151855
	Iteration 29Q: 3 clusters Score -221057.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -221067.265625 Penalty: 2522.151855
	Iteration 30Q: 3 clusters Score -221067.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -221074.000000 Penalty: 2522.151855
	Iteration 31Q: 3 clusters Score -221074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -221079.312500 Penalty: 2522.151855
	Iteration 32Q: 3 clusters Score -221079.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -221084.468750 Penalty: 2522.151855
	Iteration 33Q: 3 clusters Score -221084.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -221091.906250 Penalty: 2522.151855
	Iteration 34Q: 3 clusters Score -221091.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -221100.546875 Penalty: 2522.151855
	Iteration 35Q: 3 clusters Score -221100.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -221108.078125 Penalty: 2522.151855
	Iteration 36Q: 3 clusters Score -221108.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -221115.812500 Penalty: 2522.151855
	Iteration 37Q: 3 clusters Score -221115.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -221121.609375 Penalty: 2522.151855
	Iteration 38Q: 3 clusters Score -221121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -221125.140625 Penalty: 2522.151855
	Iteration 39Q: 3 clusters Score -221125.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -221131.968750 Penalty: 2522.151855
	Iteration 40F: 3 clusters Score -221132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -221142.093750 Penalty: 2522.151855
	Iteration 41Q: 3 clusters Score -221142.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -221148.484375 Penalty: 2522.151855
	Iteration 42Q: 3 clusters Score -221148.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -221154.562500 Penalty: 2522.151855
	Iteration 43Q: 3 clusters Score -221154.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -221159.000000 Penalty: 2522.151855
	Iteration 44Q: 3 clusters Score -221159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -221163.093750 Penalty: 2522.151855
	Iteration 45Q: 3 clusters Score -221163.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -221165.406250 Penalty: 2522.151855
	Iteration 46Q: 3 clusters Score -221165.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -221169.718750 Penalty: 2522.151855
	Iteration 47Q: 3 clusters Score -221169.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -221180.343750 Penalty: 2522.151855
	Iteration 48Q: 3 clusters Score -221180.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -221191.421875 Penalty: 2522.151855
	Iteration 49Q: 3 clusters Score -221191.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -221200.875000 Penalty: 2522.151855
	Iteration 50Q: 3 clusters Score -221200.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -221207.375000 Penalty: 2522.151855
	Iteration 51Q: 3 clusters Score -221207.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -221211.562500 Penalty: 2522.151855
	Iteration 52Q: 3 clusters Score -221211.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -221214.671875 Penalty: 2522.151855
	Iteration 53Q: 3 clusters Score -221214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -221216.953125 Penalty: 2522.151855
	Iteration 54Q: 3 clusters Score -221217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -221218.796875 Penalty: 2522.151855
	Iteration 55Q: 3 clusters Score -221218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -221221.281250 Penalty: 2522.151855
	Iteration 56Q: 3 clusters Score -221221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -221221.640625 Penalty: 2522.151855
	Iteration 57Q: 3 clusters Score -221221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -221222.234375 Penalty: 2522.151855
	Iteration 58Q: 3 clusters Score -221222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -221223.687500 Penalty: 2522.151855
	Iteration 59Q: 3 clusters Score -221223.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -221225.250000 Penalty: 2522.151855
	Iteration 60F: 3 clusters Score -221225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -221226.125000 Penalty: 2522.151855
	Iteration 61Q: 3 clusters Score -221226.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -221227.890625 Penalty: 2522.151855
	Iteration 62Q: 3 clusters Score -221227.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -221233.078125 Penalty: 2522.151855
	Iteration 63Q: 3 clusters Score -221233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -221236.125000 Penalty: 2522.151855
	Iteration 64Q: 3 clusters Score -221236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -221239.593750 Penalty: 2522.151855
	Iteration 65Q: 3 clusters Score -221239.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -221246.265625 Penalty: 2522.151855
	Iteration 66Q: 3 clusters Score -221246.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -221255.203125 Penalty: 2522.151855
	Iteration 67Q: 3 clusters Score -221255.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -221263.640625 Penalty: 2522.151855
	Iteration 68Q: 3 clusters Score -221263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -221266.140625 Penalty: 2522.151855
	Iteration 69Q: 3 clusters Score -221266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -221269.765625 Penalty: 2522.151855
	Iteration 70Q: 3 clusters Score -221269.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -221272.140625 Penalty: 2522.151855
	Iteration 71Q: 3 clusters Score -221272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -221274.031250 Penalty: 2522.151855
	Iteration 72Q: 3 clusters Score -221274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -221275.609375 Penalty: 2522.151855
	Iteration 73Q: 3 clusters Score -221275.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -221277.531250 Penalty: 2522.151855
	Iteration 74Q: 3 clusters Score -221277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -221278.734375 Penalty: 2522.151855
	Iteration 75Q: 3 clusters Score -221278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -221278.734375 Penalty: 2522.151855
	Iteration 76F: 3 clusters Score -221278.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -113266.382812 Penalty: 1156.809326
	Iteration 0F: 2 clusters Score -113266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -111676.023438 Penalty: 2313.618652
	Iteration 0F: 3 clusters Score -111676 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -112003.937500 Penalty: 2313.618652
	Iteration 1F: 3 clusters Score -112003.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -112083.054688 Penalty: 2313.618652
	Iteration 2F: 3 clusters Score -112083.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -112145.304688 Penalty: 2313.618652
	Iteration 3F: 3 clusters Score -112145.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112200.328125 Penalty: 2313.618652
	Iteration 4Q: 3 clusters Score -112200.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112229.492188 Penalty: 2313.618652
	Iteration 5Q: 3 clusters Score -112229.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112260.859375 Penalty: 2313.618652
	Iteration 6Q: 3 clusters Score -112260.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112279.578125 Penalty: 2313.618652
	Iteration 7Q: 3 clusters Score -112279.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -112297.445312 Penalty: 2313.618652
	Iteration 8Q: 3 clusters Score -112297.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112316.656250 Penalty: 2313.618652
	Iteration 9Q: 3 clusters Score -112316.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -112332.960938 Penalty: 2313.618652
	Iteration 10Q: 3 clusters Score -112333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112340.773438 Penalty: 2313.618652
	Iteration 11Q: 3 clusters Score -112340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112348.023438 Penalty: 2313.618652
	Iteration 12Q: 3 clusters Score -112348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112354.390625 Penalty: 2313.618652
	Iteration 13Q: 3 clusters Score -112354.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112359.515625 Penalty: 2313.618652
	Iteration 14Q: 3 clusters Score -112359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112361.796875 Penalty: 2313.618652
	Iteration 15Q: 3 clusters Score -112361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112363.390625 Penalty: 2313.618652
	Iteration 16Q: 3 clusters Score -112363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112366.609375 Penalty: 2313.618652
	Iteration 17Q: 3 clusters Score -112366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112370.117188 Penalty: 2313.618652
	Iteration 18Q: 3 clusters Score -112370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112372.023438 Penalty: 2313.618652
	Iteration 19Q: 3 clusters Score -112372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112372.023438 Penalty: 2313.618652
	Iteration 20F: 3 clusters Score -112372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -436036.156250 Penalty: 1389.351318
	Iteration 0F: 2 clusters Score -436036.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -431968.531250 Penalty: 2778.702637
	Iteration 0F: 3 clusters Score -431968.5 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -433327.343750 Penalty: 2778.702637
	Iteration 1F: 3 clusters Score -433327.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -433884.468750 Penalty: 2778.702637
	Iteration 2F: 3 clusters Score -433884.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -434500.625000 Penalty: 2778.702637
	Iteration 3F: 3 clusters Score -434500.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -435136.718750 Penalty: 2778.702637
	Iteration 4F: 3 clusters Score -435136.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -435590.343750 Penalty: 2778.702637
	Iteration 5F: 3 clusters Score -435590.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -435850.656250 Penalty: 2778.702637
	Iteration 6F: 3 clusters Score -435850.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -435993.562500 Penalty: 2778.702637
	Iteration 7Q: 3 clusters Score -435993.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -436065.500000 Penalty: 2778.702637
	Iteration 8Q: 3 clusters Score -436065.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -436120.406250 Penalty: 2778.702637
	Iteration 9Q: 3 clusters Score -436120.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -436146.843750 Penalty: 2778.702637
	Iteration 10Q: 3 clusters Score -436146.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -436165.250000 Penalty: 2778.702637
	Iteration 11Q: 3 clusters Score -436165.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -436175.468750 Penalty: 2778.702637
	Iteration 12Q: 3 clusters Score -436175.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -436183.937500 Penalty: 2778.702637
	Iteration 13Q: 3 clusters Score -436183.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -436191.562500 Penalty: 2778.702637
	Iteration 14Q: 3 clusters Score -436191.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -436196.937500 Penalty: 2778.702637
	Iteration 15Q: 3 clusters Score -436196.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -436203.437500 Penalty: 2778.702637
	Iteration 16Q: 3 clusters Score -436203.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -436216.531250 Penalty: 2778.702637
	Iteration 17Q: 3 clusters Score -436216.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -436228.031250 Penalty: 2778.702637
	Iteration 18Q: 3 clusters Score -436228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -436234.125000 Penalty: 2778.702637
	Iteration 19Q: 3 clusters Score -436234.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -436240.750000 Penalty: 2778.702637
	Iteration 20F: 3 clusters Score -436240.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -436245.937500 Penalty: 2778.702637
	Iteration 21Q: 3 clusters Score -436245.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -436252.812500 Penalty: 2778.702637
	Iteration 22Q: 3 clusters Score -436252.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -436255.625000 Penalty: 2778.702637
	Iteration 23Q: 3 clusters Score -436255.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -436257.250000 Penalty: 2778.702637
	Iteration 24Q: 3 clusters Score -436257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -436257.125000 Penalty: 2778.702637
	Iteration 25Q: 3 clusters Score -436257.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -436259.375000 Penalty: 2778.702637
	Iteration 26Q: 3 clusters Score -436259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -436259.218750 Penalty: 2778.702637
	Iteration 27Q: 3 clusters Score -436259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -436259.218750 Penalty: 2778.702637
	Iteration 28F: 3 clusters Score -436259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42584 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43942 members 
Mstep: Class 19 contains 20225 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 74898 members 
Mstep: Class 25 contains 2430 members 
Entering Unmasked Estep 
Score: -44828640.000000 Penalty: 53151.980469
Splitting cluster 3 changes total score from -44829244.000000 to -44828640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (124881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Entering Unmasked Estep 
Score: -11987789.000000 Penalty: 1906.956543
	Iteration 0F: 2 clusters Score -1.198779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -11904445.000000 Penalty: 3813.913086
	Iteration 0F: 3 clusters Score -1.190444e+07 nChanged 59868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -11939201.000000 Penalty: 3813.913086
	Iteration 1F: 3 clusters Score -1.19392e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -11939841.000000 Penalty: 3813.913086
	Iteration 2Q: 3 clusters Score -1.193984e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -11940586.000000 Penalty: 3813.913086
	Iteration 3Q: 3 clusters Score -1.194059e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -11941540.000000 Penalty: 3813.913086
	Iteration 4Q: 3 clusters Score -1.194154e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -11942917.000000 Penalty: 3813.913086
	Iteration 5Q: 3 clusters Score -1.194292e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -11944885.000000 Penalty: 3813.913086
	Iteration 6Q: 3 clusters Score -1.194488e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -11947745.000000 Penalty: 3813.913086
	Iteration 7Q: 3 clusters Score -1.194774e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -11951944.000000 Penalty: 3813.913086
	Iteration 8F: 3 clusters Score -1.195194e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -11957230.000000 Penalty: 3813.913086
	Iteration 9F: 3 clusters Score -1.195723e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -11962531.000000 Penalty: 3813.913086
	Iteration 10F: 3 clusters Score -1.196253e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -11966313.000000 Penalty: 3813.913086
	Iteration 11F: 3 clusters Score -1.196631e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -11968269.000000 Penalty: 3813.913086
	Iteration 12Q: 3 clusters Score -1.196827e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -11969224.000000 Penalty: 3813.913086
	Iteration 13Q: 3 clusters Score -1.196922e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -11970041.000000 Penalty: 3813.913086
	Iteration 14Q: 3 clusters Score -1.197004e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -11970926.000000 Penalty: 3813.913086
	Iteration 15Q: 3 clusters Score -1.197093e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -11971856.000000 Penalty: 3813.913086
	Iteration 16Q: 3 clusters Score -1.197186e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -11972840.000000 Penalty: 3813.913086
	Iteration 17Q: 3 clusters Score -1.197284e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97662 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -11973952.000000 Penalty: 3813.913086
	Iteration 18Q: 3 clusters Score -1.197395e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100359 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -11974996.000000 Penalty: 3813.913086
	Iteration 19Q: 3 clusters Score -1.1975e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102982 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -11976161.000000 Penalty: 3813.913086
	Iteration 20F: 3 clusters Score -1.197616e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105552 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -11977459.000000 Penalty: 3813.913086
	Iteration 21Q: 3 clusters Score -1.197746e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -11978757.000000 Penalty: 3813.913086
	Iteration 22Q: 3 clusters Score -1.197876e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110492 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -11979976.000000 Penalty: 3813.913086
	Iteration 23Q: 3 clusters Score -1.197998e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112623 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -11981189.000000 Penalty: 3813.913086
	Iteration 24Q: 3 clusters Score -1.198119e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114521 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -11982345.000000 Penalty: 3813.913086
	Iteration 25Q: 3 clusters Score -1.198234e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116176 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -11983324.000000 Penalty: 3813.913086
	Iteration 26Q: 3 clusters Score -1.198332e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117482 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -11984035.000000 Penalty: 3813.913086
	Iteration 27Q: 3 clusters Score -1.198404e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -11984592.000000 Penalty: 3813.913086
	Iteration 28Q: 3 clusters Score -1.198459e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119387 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -11985021.000000 Penalty: 3813.913086
	Iteration 29Q: 3 clusters Score -1.198502e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120064 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -11985251.000000 Penalty: 3813.913086
	Iteration 30Q: 3 clusters Score -1.198525e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -11985462.000000 Penalty: 3813.913086
	Iteration 31Q: 3 clusters Score -1.198546e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121081 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -11985652.000000 Penalty: 3813.913086
	Iteration 32Q: 3 clusters Score -1.198565e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121455 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -11985767.000000 Penalty: 3813.913086
	Iteration 33Q: 3 clusters Score -1.198577e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121776 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -11985894.000000 Penalty: 3813.913086
	Iteration 34Q: 3 clusters Score -1.198589e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122035 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -11985958.000000 Penalty: 3813.913086
	Iteration 35Q: 3 clusters Score -1.198596e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122233 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -11986010.000000 Penalty: 3813.913086
	Iteration 36Q: 3 clusters Score -1.198601e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122393 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -11986073.000000 Penalty: 3813.913086
	Iteration 37Q: 3 clusters Score -1.198607e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122537 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -11986105.000000 Penalty: 3813.913086
	Iteration 38Q: 3 clusters Score -1.19861e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122663 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -11986156.000000 Penalty: 3813.913086
	Iteration 39Q: 3 clusters Score -1.198616e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122768 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -11986173.000000 Penalty: 3813.913086
	Iteration 40F: 3 clusters Score -1.198617e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122866 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11986173.000000 Penalty: 3813.913086
	Iteration 41Q: 3 clusters Score -1.198617e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122938 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -11986197.000000 Penalty: 3813.913086
	Iteration 42Q: 3 clusters Score -1.19862e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123011 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -11986196.000000 Penalty: 3813.913086
	Iteration 43Q: 3 clusters Score -1.19862e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123067 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11986200.000000 Penalty: 3813.913086
	Iteration 44Q: 3 clusters Score -1.19862e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123122 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11986215.000000 Penalty: 3813.913086
	Iteration 45Q: 3 clusters Score -1.198622e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123171 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -11986242.000000 Penalty: 3813.913086
	Iteration 46Q: 3 clusters Score -1.198624e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123215 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -11986251.000000 Penalty: 3813.913086
	Iteration 47Q: 3 clusters Score -1.198625e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123248 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11986244.000000 Penalty: 3813.913086
	Iteration 48Q: 3 clusters Score -1.198624e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123284 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11986248.000000 Penalty: 3813.913086
	Iteration 49Q: 3 clusters Score -1.198625e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123318 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11986253.000000 Penalty: 3813.913086
	Iteration 50Q: 3 clusters Score -1.198625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123339 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11986260.000000 Penalty: 3813.913086
	Iteration 51Q: 3 clusters Score -1.198626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123359 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11986270.000000 Penalty: 3813.913086
	Iteration 52Q: 3 clusters Score -1.198627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11986266.000000 Penalty: 3813.913086
	Iteration 53Q: 3 clusters Score -1.198627e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11986268.000000 Penalty: 3813.913086
	Iteration 54Q: 3 clusters Score -1.198627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123418 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -11986273.000000 Penalty: 3813.913086
	Iteration 55Q: 3 clusters Score -1.198627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123440 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -11986290.000000 Penalty: 3813.913086
	Iteration 56Q: 3 clusters Score -1.198629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123456 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11986307.000000 Penalty: 3813.913086
	Iteration 57Q: 3 clusters Score -1.198631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123478 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -11986327.000000 Penalty: 3813.913086
	Iteration 58Q: 3 clusters Score -1.198633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123501 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -11986319.000000 Penalty: 3813.913086
	Iteration 59Q: 3 clusters Score -1.198632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123519 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -11986319.000000 Penalty: 3813.913086
	Iteration 60F: 3 clusters Score -1.198632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123536 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -11986328.000000 Penalty: 3813.913086
	Iteration 61Q: 3 clusters Score -1.198633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123550 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11986346.000000 Penalty: 3813.913086
	Iteration 62Q: 3 clusters Score -1.198635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123566 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11986362.000000 Penalty: 3813.913086
	Iteration 63Q: 3 clusters Score -1.198636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123586 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11986360.000000 Penalty: 3813.913086
	Iteration 64Q: 3 clusters Score -1.198636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123606 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -11986347.000000 Penalty: 3813.913086
	Iteration 65Q: 3 clusters Score -1.198635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123625 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11986352.000000 Penalty: 3813.913086
	Iteration 66Q: 3 clusters Score -1.198635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123649 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -11986353.000000 Penalty: 3813.913086
	Iteration 67Q: 3 clusters Score -1.198635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123665 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -11986351.000000 Penalty: 3813.913086
	Iteration 68Q: 3 clusters Score -1.198635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123677 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11986345.000000 Penalty: 3813.913086
	Iteration 69Q: 3 clusters Score -1.198634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123685 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11986340.000000 Penalty: 3813.913086
	Iteration 70Q: 3 clusters Score -1.198634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123693 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -11986344.000000 Penalty: 3813.913086
	Iteration 71Q: 3 clusters Score -1.198634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123698 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11986349.000000 Penalty: 3813.913086
	Iteration 72Q: 3 clusters Score -1.198635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123702 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -11986339.000000 Penalty: 3813.913086
	Iteration 73Q: 3 clusters Score -1.198634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123703 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11986342.000000 Penalty: 3813.913086
	Iteration 74Q: 3 clusters Score -1.198634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123706 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11986341.000000 Penalty: 3813.913086
	Iteration 75Q: 3 clusters Score -1.198634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123711 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -11986351.000000 Penalty: 3813.913086
	Iteration 76Q: 3 clusters Score -1.198635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123714 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11986357.000000 Penalty: 3813.913086
	Iteration 77Q: 3 clusters Score -1.198636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123719 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11986366.000000 Penalty: 3813.913086
	Iteration 78Q: 3 clusters Score -1.198637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123725 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11986365.000000 Penalty: 3813.913086
	Iteration 79Q: 3 clusters Score -1.198636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123735 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11986375.000000 Penalty: 3813.913086
	Iteration 80F: 3 clusters Score -1.198638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123741 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11986366.000000 Penalty: 3813.913086
	Iteration 81Q: 3 clusters Score -1.198637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123746 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11986375.000000 Penalty: 3813.913086
	Iteration 82Q: 3 clusters Score -1.198638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123755 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -11986376.000000 Penalty: 3813.913086
	Iteration 83Q: 3 clusters Score -1.198638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11986392.000000 Penalty: 3813.913086
	Iteration 84Q: 3 clusters Score -1.198639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123776 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11986393.000000 Penalty: 3813.913086
	Iteration 85Q: 3 clusters Score -1.198639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123785 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11986393.000000 Penalty: 3813.913086
	Iteration 86Q: 3 clusters Score -1.198639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123793 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11986407.000000 Penalty: 3813.913086
	Iteration 87Q: 3 clusters Score -1.198641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123799 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11986416.000000 Penalty: 3813.913086
	Iteration 88Q: 3 clusters Score -1.198642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123801 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11986414.000000 Penalty: 3813.913086
	Iteration 89Q: 3 clusters Score -1.198641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123802 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -11986415.000000 Penalty: 3813.913086
	Iteration 90Q: 3 clusters Score -1.198642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123805 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11986416.000000 Penalty: 3813.913086
	Iteration 91Q: 3 clusters Score -1.198642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123811 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11986409.000000 Penalty: 3813.913086
	Iteration 92Q: 3 clusters Score -1.198641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123817 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11986406.000000 Penalty: 3813.913086
	Iteration 93Q: 3 clusters Score -1.198641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123824 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11986408.000000 Penalty: 3813.913086
	Iteration 94Q: 3 clusters Score -1.198641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123827 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11986414.000000 Penalty: 3813.913086
	Iteration 95Q: 3 clusters Score -1.198641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123829 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11986408.000000 Penalty: 3813.913086
	Iteration 96Q: 3 clusters Score -1.198641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123828 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -11986405.000000 Penalty: 3813.913086
	Iteration 97Q: 3 clusters Score -1.19864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123829 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11986411.000000 Penalty: 3813.913086
	Iteration 98Q: 3 clusters Score -1.198641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123831 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11986419.000000 Penalty: 3813.913086
	Iteration 99Q: 3 clusters Score -1.198642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123835 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11986426.000000 Penalty: 3813.913086
	Iteration 100F: 3 clusters Score -1.198643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123836 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11986425.000000 Penalty: 3813.913086
	Iteration 101Q: 3 clusters Score -1.198642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123835 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11986425.000000 Penalty: 3813.913086
	Iteration 102Q: 3 clusters Score -1.198642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123836 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11986425.000000 Penalty: 3813.913086
	Iteration 103Q: 3 clusters Score -1.198642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123837 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -11986420.000000 Penalty: 3813.913086
	Iteration 104Q: 3 clusters Score -1.198642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123838 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -11986424.000000 Penalty: 3813.913086
	Iteration 105Q: 3 clusters Score -1.198642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11986423.000000 Penalty: 3813.913086
	Iteration 106Q: 3 clusters Score -1.198642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123843 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11986420.000000 Penalty: 3813.913086
	Iteration 107Q: 3 clusters Score -1.198642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123845 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11986418.000000 Penalty: 3813.913086
	Iteration 108Q: 3 clusters Score -1.198642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123846 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11986422.000000 Penalty: 3813.913086
	Iteration 109Q: 3 clusters Score -1.198642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123847 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11986421.000000 Penalty: 3813.913086
	Iteration 110Q: 3 clusters Score -1.198642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123848 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11986425.000000 Penalty: 3813.913086
	Iteration 111Q: 3 clusters Score -1.198642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123849 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11986422.000000 Penalty: 3813.913086
	Iteration 112Q: 3 clusters Score -1.198642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123850 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -11986421.000000 Penalty: 3813.913086
	Iteration 113Q: 3 clusters Score -1.198642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123853 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -11986420.000000 Penalty: 3813.913086
	Iteration 114Q: 3 clusters Score -1.198642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123856 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -11986428.000000 Penalty: 3813.913086
	Iteration 115Q: 3 clusters Score -1.198643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123857 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11986425.000000 Penalty: 3813.913086
	Iteration 116Q: 3 clusters Score -1.198642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123858 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11986428.000000 Penalty: 3813.913086
	Iteration 117Q: 3 clusters Score -1.198643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123858 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11986428.000000 Penalty: 3813.913086
	Iteration 118F: 3 clusters Score -1.198643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Entering Unmasked Estep 
Score: -595331.875000 Penalty: 1416.703125
	Iteration 0F: 2 clusters Score -595331.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -590626.437500 Penalty: 2833.406250
	Iteration 0F: 3 clusters Score -590626.4 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -591999.625000 Penalty: 2833.406250
	Iteration 1F: 3 clusters Score -591999.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -592196.875000 Penalty: 2833.406250
	Iteration 2F: 3 clusters Score -592196.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -592332.062500 Penalty: 2833.406250
	Iteration 3F: 3 clusters Score -592332.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -592426.500000 Penalty: 2833.406250
	Iteration 4Q: 3 clusters Score -592426.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -592493.250000 Penalty: 2833.406250
	Iteration 5Q: 3 clusters Score -592493.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -592559.937500 Penalty: 2833.406250
	Iteration 6Q: 3 clusters Score -592559.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -592629.812500 Penalty: 2833.406250
	Iteration 7Q: 3 clusters Score -592629.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -592699.437500 Penalty: 2833.406250
	Iteration 8Q: 3 clusters Score -592699.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -592779.937500 Penalty: 2833.406250
	Iteration 9Q: 3 clusters Score -592779.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -592866.375000 Penalty: 2833.406250
	Iteration 10Q: 3 clusters Score -592866.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -592983.375000 Penalty: 2833.406250
	Iteration 11Q: 3 clusters Score -592983.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -593118.375000 Penalty: 2833.406250
	Iteration 12Q: 3 clusters Score -593118.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -593246.750000 Penalty: 2833.406250
	Iteration 13Q: 3 clusters Score -593246.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -593359.625000 Penalty: 2833.406250
	Iteration 14Q: 3 clusters Score -593359.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -593484.312500 Penalty: 2833.406250
	Iteration 15Q: 3 clusters Score -593484.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -593603.812500 Penalty: 2833.406250
	Iteration 16Q: 3 clusters Score -593603.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -593694.937500 Penalty: 2833.406250
	Iteration 17Q: 3 clusters Score -593694.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -593775.187500 Penalty: 2833.406250
	Iteration 18Q: 3 clusters Score -593775.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -593847.437500 Penalty: 2833.406250
	Iteration 19Q: 3 clusters Score -593847.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -593916.187500 Penalty: 2833.406250
	Iteration 20F: 3 clusters Score -593916.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -593954.937500 Penalty: 2833.406250
	Iteration 21Q: 3 clusters Score -593954.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -593985.562500 Penalty: 2833.406250
	Iteration 22Q: 3 clusters Score -593985.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -594009.750000 Penalty: 2833.406250
	Iteration 23Q: 3 clusters Score -594009.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -594028.875000 Penalty: 2833.406250
	Iteration 24Q: 3 clusters Score -594028.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -594045.750000 Penalty: 2833.406250
	Iteration 25Q: 3 clusters Score -594045.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -594060.375000 Penalty: 2833.406250
	Iteration 26Q: 3 clusters Score -594060.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -594071.875000 Penalty: 2833.406250
	Iteration 27Q: 3 clusters Score -594071.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -594080.000000 Penalty: 2833.406250
	Iteration 28Q: 3 clusters Score -594080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -594087.375000 Penalty: 2833.406250
	Iteration 29Q: 3 clusters Score -594087.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -594096.625000 Penalty: 2833.406250
	Iteration 30Q: 3 clusters Score -594096.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -594101.312500 Penalty: 2833.406250
	Iteration 31Q: 3 clusters Score -594101.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -594104.750000 Penalty: 2833.406250
	Iteration 32Q: 3 clusters Score -594104.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -594107.875000 Penalty: 2833.406250
	Iteration 33Q: 3 clusters Score -594107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -594111.750000 Penalty: 2833.406250
	Iteration 34Q: 3 clusters Score -594111.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -594118.750000 Penalty: 2833.406250
	Iteration 35Q: 3 clusters Score -594118.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -594124.937500 Penalty: 2833.406250
	Iteration 36Q: 3 clusters Score -594124.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -594127.125000 Penalty: 2833.406250
	Iteration 37Q: 3 clusters Score -594127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -594128.250000 Penalty: 2833.406250
	Iteration 38Q: 3 clusters Score -594128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -594128.437500 Penalty: 2833.406250
	Iteration 39Q: 3 clusters Score -594128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -594130.750000 Penalty: 2833.406250
	Iteration 40F: 3 clusters Score -594130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -594133.562500 Penalty: 2833.406250
	Iteration 41Q: 3 clusters Score -594133.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -594136.375000 Penalty: 2833.406250
	Iteration 42Q: 3 clusters Score -594136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -594138.687500 Penalty: 2833.406250
	Iteration 43Q: 3 clusters Score -594138.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -594139.625000 Penalty: 2833.406250
	Iteration 44Q: 3 clusters Score -594139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -594141.000000 Penalty: 2833.406250
	Iteration 45Q: 3 clusters Score -594141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -594140.812500 Penalty: 2833.406250
	Iteration 46Q: 3 clusters Score -594140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -594142.625000 Penalty: 2833.406250
	Iteration 47Q: 3 clusters Score -594142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -594143.125000 Penalty: 2833.406250
	Iteration 48Q: 3 clusters Score -594143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -594144.312500 Penalty: 2833.406250
	Iteration 49Q: 3 clusters Score -594144.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -594145.187500 Penalty: 2833.406250
	Iteration 50Q: 3 clusters Score -594145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -594146.062500 Penalty: 2833.406250
	Iteration 51Q: 3 clusters Score -594146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -594148.000000 Penalty: 2833.406250
	Iteration 52Q: 3 clusters Score -594148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -594149.750000 Penalty: 2833.406250
	Iteration 53Q: 3 clusters Score -594149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -594151.937500 Penalty: 2833.406250
	Iteration 54Q: 3 clusters Score -594151.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -594156.375000 Penalty: 2833.406250
	Iteration 55Q: 3 clusters Score -594156.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -594158.687500 Penalty: 2833.406250
	Iteration 56Q: 3 clusters Score -594158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -594160.562500 Penalty: 2833.406250
	Iteration 57Q: 3 clusters Score -594160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -594164.125000 Penalty: 2833.406250
	Iteration 58Q: 3 clusters Score -594164.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -594170.687500 Penalty: 2833.406250
	Iteration 59Q: 3 clusters Score -594170.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -594180.375000 Penalty: 2833.406250
	Iteration 60F: 3 clusters Score -594180.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -594186.062500 Penalty: 2833.406250
	Iteration 61Q: 3 clusters Score -594186.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -594188.687500 Penalty: 2833.406250
	Iteration 62Q: 3 clusters Score -594188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -594191.875000 Penalty: 2833.406250
	Iteration 63Q: 3 clusters Score -594191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -594193.250000 Penalty: 2833.406250
	Iteration 64Q: 3 clusters Score -594193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -594194.500000 Penalty: 2833.406250
	Iteration 65Q: 3 clusters Score -594194.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -594197.250000 Penalty: 2833.406250
	Iteration 66Q: 3 clusters Score -594197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -594199.625000 Penalty: 2833.406250
	Iteration 67Q: 3 clusters Score -594199.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -594199.625000 Penalty: 2833.406250
	Iteration 68F: 3 clusters Score -594199.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Entering Unmasked Estep 
Score: -1247732.125000 Penalty: 1540.087646
	Iteration 0F: 2 clusters Score -1247732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1238620.375000 Penalty: 3080.175293
	Iteration 0F: 3 clusters Score -1238620 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1241696.750000 Penalty: 3080.175293
	Iteration 1F: 3 clusters Score -1241697 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1241972.375000 Penalty: 3080.175293
	Iteration 2F: 3 clusters Score -1241972 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1242182.625000 Penalty: 3080.175293
	Iteration 3Q: 3 clusters Score -1242183 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1242409.875000 Penalty: 3080.175293
	Iteration 4Q: 3 clusters Score -1242410 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1242693.375000 Penalty: 3080.175293
	Iteration 5Q: 3 clusters Score -1242693 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1243038.750000 Penalty: 3080.175293
	Iteration 6Q: 3 clusters Score -1243039 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1243424.625000 Penalty: 3080.175293
	Iteration 7Q: 3 clusters Score -1243425 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1243876.750000 Penalty: 3080.175293
	Iteration 8F: 3 clusters Score -1243877 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1244392.875000 Penalty: 3080.175293
	Iteration 9F: 3 clusters Score -1244393 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1244958.375000 Penalty: 3080.175293
	Iteration 10F: 3 clusters Score -1244958 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1245405.500000 Penalty: 3080.175293
	Iteration 11Q: 3 clusters Score -1245406 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1245759.500000 Penalty: 3080.175293
	Iteration 12Q: 3 clusters Score -1245760 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1245984.500000 Penalty: 3080.175293
	Iteration 13Q: 3 clusters Score -1245984 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1246110.625000 Penalty: 3080.175293
	Iteration 14Q: 3 clusters Score -1246111 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1246192.500000 Penalty: 3080.175293
	Iteration 15Q: 3 clusters Score -1246192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1246244.000000 Penalty: 3080.175293
	Iteration 16Q: 3 clusters Score -1246244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1246277.125000 Penalty: 3080.175293
	Iteration 17Q: 3 clusters Score -1246277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1246307.750000 Penalty: 3080.175293
	Iteration 18Q: 3 clusters Score -1246308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1246330.000000 Penalty: 3080.175293
	Iteration 19Q: 3 clusters Score -1246330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1246348.625000 Penalty: 3080.175293
	Iteration 20F: 3 clusters Score -1246349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1246362.000000 Penalty: 3080.175293
	Iteration 21Q: 3 clusters Score -1246362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1246375.875000 Penalty: 3080.175293
	Iteration 22Q: 3 clusters Score -1246376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1246381.625000 Penalty: 3080.175293
	Iteration 23Q: 3 clusters Score -1246382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1246385.125000 Penalty: 3080.175293
	Iteration 24Q: 3 clusters Score -1246385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1246388.750000 Penalty: 3080.175293
	Iteration 25Q: 3 clusters Score -1246389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1246392.875000 Penalty: 3080.175293
	Iteration 26Q: 3 clusters Score -1246393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1246396.625000 Penalty: 3080.175293
	Iteration 27Q: 3 clusters Score -1246397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1246397.750000 Penalty: 3080.175293
	Iteration 28Q: 3 clusters Score -1246398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1246397.750000 Penalty: 3080.175293
	Iteration 29F: 3 clusters Score -1246398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -668883.250000 Penalty: 1439.531128
	Iteration 0F: 2 clusters Score -668883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -663645.062500 Penalty: 2879.062256
	Iteration 0F: 3 clusters Score -663645.1 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -665225.687500 Penalty: 2879.062256
	Iteration 1F: 3 clusters Score -665225.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -665514.312500 Penalty: 2879.062256
	Iteration 2F: 3 clusters Score -665514.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -665814.937500 Penalty: 2879.062256
	Iteration 3F: 3 clusters Score -665814.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -666134.250000 Penalty: 2879.062256
	Iteration 4F: 3 clusters Score -666134.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -666483.812500 Penalty: 2879.062256
	Iteration 5F: 3 clusters Score -666483.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -666795.437500 Penalty: 2879.062256
	Iteration 6F: 3 clusters Score -666795.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -667012.125000 Penalty: 2879.062256
	Iteration 7Q: 3 clusters Score -667012.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -667174.375000 Penalty: 2879.062256
	Iteration 8Q: 3 clusters Score -667174.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -667289.562500 Penalty: 2879.062256
	Iteration 9Q: 3 clusters Score -667289.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -667372.500000 Penalty: 2879.062256
	Iteration 10Q: 3 clusters Score -667372.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -667437.250000 Penalty: 2879.062256
	Iteration 11Q: 3 clusters Score -667437.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -667484.937500 Penalty: 2879.062256
	Iteration 12Q: 3 clusters Score -667484.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -667523.437500 Penalty: 2879.062256
	Iteration 13Q: 3 clusters Score -667523.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -667561.437500 Penalty: 2879.062256
	Iteration 14Q: 3 clusters Score -667561.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -667595.312500 Penalty: 2879.062256
	Iteration 15Q: 3 clusters Score -667595.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -667626.875000 Penalty: 2879.062256
	Iteration 16Q: 3 clusters Score -667626.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -667652.000000 Penalty: 2879.062256
	Iteration 17Q: 3 clusters Score -667652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -667677.062500 Penalty: 2879.062256
	Iteration 18Q: 3 clusters Score -667677.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -667700.562500 Penalty: 2879.062256
	Iteration 19Q: 3 clusters Score -667700.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -667720.125000 Penalty: 2879.062256
	Iteration 20F: 3 clusters Score -667720.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -667740.437500 Penalty: 2879.062256
	Iteration 21Q: 3 clusters Score -667740.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -667753.687500 Penalty: 2879.062256
	Iteration 22Q: 3 clusters Score -667753.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -667766.437500 Penalty: 2879.062256
	Iteration 23Q: 3 clusters Score -667766.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -667773.812500 Penalty: 2879.062256
	Iteration 24Q: 3 clusters Score -667773.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -667780.812500 Penalty: 2879.062256
	Iteration 25Q: 3 clusters Score -667780.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -667786.375000 Penalty: 2879.062256
	Iteration 26Q: 3 clusters Score -667786.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -667798.250000 Penalty: 2879.062256
	Iteration 27Q: 3 clusters Score -667798.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -667809.000000 Penalty: 2879.062256
	Iteration 28Q: 3 clusters Score -667809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -667814.062500 Penalty: 2879.062256
	Iteration 29Q: 3 clusters Score -667814.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -667815.187500 Penalty: 2879.062256
	Iteration 30Q: 3 clusters Score -667815.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -667817.437500 Penalty: 2879.062256
	Iteration 31Q: 3 clusters Score -667817.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -667821.187500 Penalty: 2879.062256
	Iteration 32Q: 3 clusters Score -667821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -667823.812500 Penalty: 2879.062256
	Iteration 33Q: 3 clusters Score -667823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -667826.062500 Penalty: 2879.062256
	Iteration 34Q: 3 clusters Score -667826.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -667828.250000 Penalty: 2879.062256
	Iteration 35Q: 3 clusters Score -667828.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -667831.812500 Penalty: 2879.062256
	Iteration 36Q: 3 clusters Score -667831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -667835.750000 Penalty: 2879.062256
	Iteration 37Q: 3 clusters Score -667835.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -667837.437500 Penalty: 2879.062256
	Iteration 38Q: 3 clusters Score -667837.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -667837.062500 Penalty: 2879.062256
	Iteration 39Q: 3 clusters Score -667837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -667840.000000 Penalty: 2879.062256
	Iteration 40F: 3 clusters Score -667840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -667840.625000 Penalty: 2879.062256
	Iteration 41Q: 3 clusters Score -667840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -667841.187500 Penalty: 2879.062256
	Iteration 42Q: 3 clusters Score -667841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -667840.937500 Penalty: 2879.062256
	Iteration 43Q: 3 clusters Score -667840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -667841.875000 Penalty: 2879.062256
	Iteration 44Q: 3 clusters Score -667841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -667841.625000 Penalty: 2879.062256
	Iteration 45Q: 3 clusters Score -667841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -667842.812500 Penalty: 2879.062256
	Iteration 46Q: 3 clusters Score -667842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -667843.250000 Penalty: 2879.062256
	Iteration 47Q: 3 clusters Score -667843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -667845.937500 Penalty: 2879.062256
	Iteration 48Q: 3 clusters Score -667845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -667845.500000 Penalty: 2879.062256
	Iteration 49Q: 3 clusters Score -667845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -667846.625000 Penalty: 2879.062256
	Iteration 50Q: 3 clusters Score -667846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -667847.437500 Penalty: 2879.062256
	Iteration 51Q: 3 clusters Score -667847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -667847.312500 Penalty: 2879.062256
	Iteration 52Q: 3 clusters Score -667847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -667849.937500 Penalty: 2879.062256
	Iteration 53Q: 3 clusters Score -667849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -667850.437500 Penalty: 2879.062256
	Iteration 54Q: 3 clusters Score -667850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -667852.375000 Penalty: 2879.062256
	Iteration 55Q: 3 clusters Score -667852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -667853.687500 Penalty: 2879.062256
	Iteration 56Q: 3 clusters Score -667853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -667854.750000 Penalty: 2879.062256
	Iteration 57Q: 3 clusters Score -667854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -667853.812500 Penalty: 2879.062256
	Iteration 58Q: 3 clusters Score -667853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -667856.000000 Penalty: 2879.062256
	Iteration 59Q: 3 clusters Score -667856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -667855.250000 Penalty: 2879.062256
	Iteration 60F: 3 clusters Score -667855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -667854.812500 Penalty: 2879.062256
	Iteration 61Q: 3 clusters Score -667854.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -667854.812500 Penalty: 2879.062256
	Iteration 62F: 3 clusters Score -667854.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -377416.468750 Penalty: 1350.682129
	Iteration 0F: 2 clusters Score -377416.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -374033.312500 Penalty: 2701.364258
	Iteration 0F: 3 clusters Score -374033.3 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -375009.437500 Penalty: 2701.364258
	Iteration 1F: 3 clusters Score -375009.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -375273.218750 Penalty: 2701.364258
	Iteration 2F: 3 clusters Score -375273.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -375519.875000 Penalty: 2701.364258
	Iteration 3F: 3 clusters Score -375519.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -375863.062500 Penalty: 2701.364258
	Iteration 4F: 3 clusters Score -375863.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -376292.343750 Penalty: 2701.364258
	Iteration 5F: 3 clusters Score -376292.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -376644.031250 Penalty: 2701.364258
	Iteration 6F: 3 clusters Score -376644 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -376973.812500 Penalty: 2701.364258
	Iteration 7F: 3 clusters Score -376973.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -377367.218750 Penalty: 2701.364258
	Iteration 8F: 3 clusters Score -377367.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -377657.531250 Penalty: 2701.364258
	Iteration 9Q: 3 clusters Score -377657.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -377777.062500 Penalty: 2701.364258
	Iteration 10Q: 3 clusters Score -377777.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -377813.218750 Penalty: 2701.364258
	Iteration 11Q: 3 clusters Score -377813.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -377830.843750 Penalty: 2701.364258
	Iteration 12Q: 3 clusters Score -377830.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -377837.687500 Penalty: 2701.364258
	Iteration 13Q: 3 clusters Score -377837.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -377844.468750 Penalty: 2701.364258
	Iteration 14Q: 3 clusters Score -377844.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -377850.250000 Penalty: 2701.364258
	Iteration 15Q: 3 clusters Score -377850.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -377856.468750 Penalty: 2701.364258
	Iteration 16Q: 3 clusters Score -377856.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -377862.750000 Penalty: 2701.364258
	Iteration 17Q: 3 clusters Score -377862.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -377867.843750 Penalty: 2701.364258
	Iteration 18Q: 3 clusters Score -377867.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -377876.781250 Penalty: 2701.364258
	Iteration 19Q: 3 clusters Score -377876.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -377886.281250 Penalty: 2701.364258
	Iteration 20F: 3 clusters Score -377886.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -377891.500000 Penalty: 2701.364258
	Iteration 21Q: 3 clusters Score -377891.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -377894.000000 Penalty: 2701.364258
	Iteration 22Q: 3 clusters Score -377894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -377897.156250 Penalty: 2701.364258
	Iteration 23Q: 3 clusters Score -377897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -377899.375000 Penalty: 2701.364258
	Iteration 24Q: 3 clusters Score -377899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -377901.031250 Penalty: 2701.364258
	Iteration 25Q: 3 clusters Score -377901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -377903.437500 Penalty: 2701.364258
	Iteration 26Q: 3 clusters Score -377903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -377906.250000 Penalty: 2701.364258
	Iteration 27Q: 3 clusters Score -377906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -377906.218750 Penalty: 2701.364258
	Iteration 28Q: 3 clusters Score -377906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -377906.218750 Penalty: 2701.364258
	Iteration 29F: 3 clusters Score -377906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42584 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43942 members 
Mstep: Class 19 contains 20225 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 74898 members 
Mstep: Class 25 contains 1908 members 
Entering Unmasked Estep 
Score: -44828900.000000 Penalty: 53151.980469
Splitting cluster 8 changes total score from -44829244.000000 to -44828900.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -269640.250000 Penalty: 1291.956665
	Iteration 0F: 2 clusters Score -269640.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -267049.531250 Penalty: 2583.913330
	Iteration 0F: 3 clusters Score -267049.5 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -267672.687500 Penalty: 2583.913330
	Iteration 1F: 3 clusters Score -267672.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -267816.218750 Penalty: 2583.913330
	Iteration 2F: 3 clusters Score -267816.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -267910.656250 Penalty: 2583.913330
	Iteration 3Q: 3 clusters Score -267910.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -267996.843750 Penalty: 2583.913330
	Iteration 4Q: 3 clusters Score -267996.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -268095.375000 Penalty: 2583.913330
	Iteration 5Q: 3 clusters Score -268095.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -268180.062500 Penalty: 2583.913330
	Iteration 6Q: 3 clusters Score -268180.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -268257.843750 Penalty: 2583.913330
	Iteration 7Q: 3 clusters Score -268257.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -268371.187500 Penalty: 2583.913330
	Iteration 8Q: 3 clusters Score -268371.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -268472.281250 Penalty: 2583.913330
	Iteration 9Q: 3 clusters Score -268472.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -268583.343750 Penalty: 2583.913330
	Iteration 10Q: 3 clusters Score -268583.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -268675.437500 Penalty: 2583.913330
	Iteration 11Q: 3 clusters Score -268675.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -268761.562500 Penalty: 2583.913330
	Iteration 12Q: 3 clusters Score -268761.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -268833.000000 Penalty: 2583.913330
	Iteration 13Q: 3 clusters Score -268833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -268886.000000 Penalty: 2583.913330
	Iteration 14Q: 3 clusters Score -268886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -268925.156250 Penalty: 2583.913330
	Iteration 15Q: 3 clusters Score -268925.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -268954.468750 Penalty: 2583.913330
	Iteration 16Q: 3 clusters Score -268954.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -268971.937500 Penalty: 2583.913330
	Iteration 17Q: 3 clusters Score -268971.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -268979.781250 Penalty: 2583.913330
	Iteration 18Q: 3 clusters Score -268979.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -268990.687500 Penalty: 2583.913330
	Iteration 19Q: 3 clusters Score -268990.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -268997.718750 Penalty: 2583.913330
	Iteration 20F: 3 clusters Score -268997.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -269004.343750 Penalty: 2583.913330
	Iteration 21Q: 3 clusters Score -269004.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -269012.281250 Penalty: 2583.913330
	Iteration 22Q: 3 clusters Score -269012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -269016.250000 Penalty: 2583.913330
	Iteration 23Q: 3 clusters Score -269016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -269018.406250 Penalty: 2583.913330
	Iteration 24Q: 3 clusters Score -269018.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -269020.875000 Penalty: 2583.913330
	Iteration 25Q: 3 clusters Score -269020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -269020.875000 Penalty: 2583.913330
	Iteration 26F: 3 clusters Score -269020.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Entering Unmasked Estep 
Score: -1165340.625000 Penalty: 1532.602905
	Iteration 0F: 2 clusters Score -1165341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1156624.625000 Penalty: 3065.205811
	Iteration 0F: 3 clusters Score -1156625 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1159642.250000 Penalty: 3065.205811
	Iteration 1F: 3 clusters Score -1159642 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1160110.750000 Penalty: 3065.205811
	Iteration 2F: 3 clusters Score -1160111 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1160548.250000 Penalty: 3065.205811
	Iteration 3F: 3 clusters Score -1160548 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1160909.875000 Penalty: 3065.205811
	Iteration 4F: 3 clusters Score -1160910 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1161252.750000 Penalty: 3065.205811
	Iteration 5F: 3 clusters Score -1161253 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1161582.750000 Penalty: 3065.205811
	Iteration 6Q: 3 clusters Score -1161583 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1161940.125000 Penalty: 3065.205811
	Iteration 7Q: 3 clusters Score -1161940 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1162326.375000 Penalty: 3065.205811
	Iteration 8Q: 3 clusters Score -1162326 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1162715.750000 Penalty: 3065.205811
	Iteration 9Q: 3 clusters Score -1162716 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1163160.375000 Penalty: 3065.205811
	Iteration 10Q: 3 clusters Score -1163160 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1163673.875000 Penalty: 3065.205811
	Iteration 11Q: 3 clusters Score -1163674 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1164181.625000 Penalty: 3065.205811
	Iteration 12Q: 3 clusters Score -1164182 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1164580.750000 Penalty: 3065.205811
	Iteration 13Q: 3 clusters Score -1164581 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1164827.125000 Penalty: 3065.205811
	Iteration 14Q: 3 clusters Score -1164827 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1164947.000000 Penalty: 3065.205811
	Iteration 15Q: 3 clusters Score -1164947 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1164998.250000 Penalty: 3065.205811
	Iteration 16Q: 3 clusters Score -1164998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1165030.500000 Penalty: 3065.205811
	Iteration 17Q: 3 clusters Score -1165030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1165051.625000 Penalty: 3065.205811
	Iteration 18Q: 3 clusters Score -1165052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1165067.375000 Penalty: 3065.205811
	Iteration 19Q: 3 clusters Score -1165067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1165084.250000 Penalty: 3065.205811
	Iteration 20F: 3 clusters Score -1165084 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1165100.250000 Penalty: 3065.205811
	Iteration 21Q: 3 clusters Score -1165100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1165121.750000 Penalty: 3065.205811
	Iteration 22Q: 3 clusters Score -1165122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1165142.000000 Penalty: 3065.205811
	Iteration 23Q: 3 clusters Score -1165142 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1165157.375000 Penalty: 3065.205811
	Iteration 24Q: 3 clusters Score -1165157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1165172.000000 Penalty: 3065.205811
	Iteration 25Q: 3 clusters Score -1165172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1165183.125000 Penalty: 3065.205811
	Iteration 26Q: 3 clusters Score -1165183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1165197.250000 Penalty: 3065.205811
	Iteration 27Q: 3 clusters Score -1165197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1165210.750000 Penalty: 3065.205811
	Iteration 28Q: 3 clusters Score -1165211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1165219.625000 Penalty: 3065.205811
	Iteration 29Q: 3 clusters Score -1165220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1165234.625000 Penalty: 3065.205811
	Iteration 30Q: 3 clusters Score -1165235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1165245.750000 Penalty: 3065.205811
	Iteration 31Q: 3 clusters Score -1165246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1165263.375000 Penalty: 3065.205811
	Iteration 32Q: 3 clusters Score -1165263 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1165282.500000 Penalty: 3065.205811
	Iteration 33Q: 3 clusters Score -1165282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1165304.375000 Penalty: 3065.205811
	Iteration 34Q: 3 clusters Score -1165304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1165323.625000 Penalty: 3065.205811
	Iteration 35Q: 3 clusters Score -1165324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1165344.250000 Penalty: 3065.205811
	Iteration 36Q: 3 clusters Score -1165344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1165351.375000 Penalty: 3065.205811
	Iteration 37Q: 3 clusters Score -1165351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1165363.875000 Penalty: 3065.205811
	Iteration 38Q: 3 clusters Score -1165364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1165370.625000 Penalty: 3065.205811
	Iteration 39Q: 3 clusters Score -1165371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1165379.500000 Penalty: 3065.205811
	Iteration 40F: 3 clusters Score -1165380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1165392.500000 Penalty: 3065.205811
	Iteration 41Q: 3 clusters Score -1165392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1165403.375000 Penalty: 3065.205811
	Iteration 42Q: 3 clusters Score -1165403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1165420.875000 Penalty: 3065.205811
	Iteration 43Q: 3 clusters Score -1165421 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1165437.125000 Penalty: 3065.205811
	Iteration 44Q: 3 clusters Score -1165437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1165453.500000 Penalty: 3065.205811
	Iteration 45Q: 3 clusters Score -1165454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1165465.750000 Penalty: 3065.205811
	Iteration 46Q: 3 clusters Score -1165466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1165480.625000 Penalty: 3065.205811
	Iteration 47Q: 3 clusters Score -1165481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1165496.000000 Penalty: 3065.205811
	Iteration 48Q: 3 clusters Score -1165496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1165505.750000 Penalty: 3065.205811
	Iteration 49Q: 3 clusters Score -1165506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1165510.375000 Penalty: 3065.205811
	Iteration 50Q: 3 clusters Score -1165510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1165518.875000 Penalty: 3065.205811
	Iteration 51Q: 3 clusters Score -1165519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1165521.875000 Penalty: 3065.205811
	Iteration 52Q: 3 clusters Score -1165522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1165526.875000 Penalty: 3065.205811
	Iteration 53Q: 3 clusters Score -1165527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1165530.875000 Penalty: 3065.205811
	Iteration 54Q: 3 clusters Score -1165531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1165536.500000 Penalty: 3065.205811
	Iteration 55Q: 3 clusters Score -1165536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1165541.000000 Penalty: 3065.205811
	Iteration 56Q: 3 clusters Score -1165541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1165541.750000 Penalty: 3065.205811
	Iteration 57Q: 3 clusters Score -1165542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1165543.750000 Penalty: 3065.205811
	Iteration 58Q: 3 clusters Score -1165544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1165546.375000 Penalty: 3065.205811
	Iteration 59Q: 3 clusters Score -1165546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1165546.375000 Penalty: 3065.205811
	Iteration 60F: 3 clusters Score -1165546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1165547.750000 Penalty: 3065.205811
	Iteration 61Q: 3 clusters Score -1165548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1165546.250000 Penalty: 3065.205811
	Iteration 62Q: 3 clusters Score -1165546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1165550.875000 Penalty: 3065.205811
	Iteration 63Q: 3 clusters Score -1165551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1165549.625000 Penalty: 3065.205811
	Iteration 64Q: 3 clusters Score -1165550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1165546.375000 Penalty: 3065.205811
	Iteration 65Q: 3 clusters Score -1165546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1165548.500000 Penalty: 3065.205811
	Iteration 66Q: 3 clusters Score -1165548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1165550.125000 Penalty: 3065.205811
	Iteration 67Q: 3 clusters Score -1165550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1165552.875000 Penalty: 3065.205811
	Iteration 68Q: 3 clusters Score -1165553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1165553.000000 Penalty: 3065.205811
	Iteration 69Q: 3 clusters Score -1165553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1165554.375000 Penalty: 3065.205811
	Iteration 70Q: 3 clusters Score -1165554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1165553.125000 Penalty: 3065.205811
	Iteration 71Q: 3 clusters Score -1165553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1165553.125000 Penalty: 3065.205811
	Iteration 72F: 3 clusters Score -1165553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 124881 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 8679 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 42584 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 43942 members 
Mstep: Class 19 contains 20225 members 
Mstep: Class 20 contains 23148 members 
Mstep: Class 21 contains 119 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 74898 members 
Mstep: Class 25 contains 3795 members 
Entering Unmasked Estep 
Score: -44828824.000000 Penalty: 53151.980469
Splitting cluster 10 changes total score from -44829244.000000 to -44828824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (24729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Entering Unmasked Estep 
Score: -2401502.750000 Penalty: 1643.806519
	Iteration 0F: 2 clusters Score -2401503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2384825.000000 Penalty: 3287.613037
	Iteration 0F: 3 clusters Score -2384825 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2391094.750000 Penalty: 3287.613037
	Iteration 1F: 3 clusters Score -2391095 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2391617.250000 Penalty: 3287.613037
	Iteration 2F: 3 clusters Score -2391617 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2392206.000000 Penalty: 3287.613037
	Iteration 3F: 3 clusters Score -2392206 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2392842.500000 Penalty: 3287.613037
	Iteration 4F: 3 clusters Score -2392842 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2393434.250000 Penalty: 3287.613037
	Iteration 5F: 3 clusters Score -2393434 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2393952.750000 Penalty: 3287.613037
	Iteration 6Q: 3 clusters Score -2393953 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2394396.500000 Penalty: 3287.613037
	Iteration 7Q: 3 clusters Score -2394396 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2394762.250000 Penalty: 3287.613037
	Iteration 8Q: 3 clusters Score -2394762 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2395066.250000 Penalty: 3287.613037
	Iteration 9Q: 3 clusters Score -2395066 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2395338.000000 Penalty: 3287.613037
	Iteration 10Q: 3 clusters Score -2395338 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2395580.750000 Penalty: 3287.613037
	Iteration 11Q: 3 clusters Score -2395581 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2395839.750000 Penalty: 3287.613037
	Iteration 12Q: 3 clusters Score -2395840 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2396171.000000 Penalty: 3287.613037
	Iteration 13Q: 3 clusters Score -2396171 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2396544.000000 Penalty: 3287.613037
	Iteration 14Q: 3 clusters Score -2396544 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2396992.750000 Penalty: 3287.613037
	Iteration 15Q: 3 clusters Score -2396993 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2397530.750000 Penalty: 3287.613037
	Iteration 16Q: 3 clusters Score -2397531 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2398126.500000 Penalty: 3287.613037
	Iteration 17Q: 3 clusters Score -2398126 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2398711.750000 Penalty: 3287.613037
	Iteration 18Q: 3 clusters Score -2398712 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2399224.750000 Penalty: 3287.613037
	Iteration 19Q: 3 clusters Score -2399225 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2399567.000000 Penalty: 3287.613037
	Iteration 20F: 3 clusters Score -2399567 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2399799.000000 Penalty: 3287.613037
	Iteration 21Q: 3 clusters Score -2399799 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2399921.500000 Penalty: 3287.613037
	Iteration 22Q: 3 clusters Score -2399922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2400009.250000 Penalty: 3287.613037
	Iteration 23Q: 3 clusters Score -2400009 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2400076.000000 Penalty: 3287.613037
	Iteration 24Q: 3 clusters Score -2400076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2400116.000000 Penalty: 3287.613037
	Iteration 25Q: 3 clusters Score -2400116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2400140.750000 Penalty: 3287.613037
	Iteration 26Q: 3 clusters Score -2400141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2400156.500000 Penalty: 3287.613037
	Iteration 27Q: 3 clusters Score -2400156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2400171.000000 Penalty: 3287.613037
	Iteration 28Q: 3 clusters Score -2400171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2400182.000000 Penalty: 3287.613037
	Iteration 29Q: 3 clusters Score -2400182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2400189.000000 Penalty: 3287.613037
	Iteration 30Q: 3 clusters Score -2400189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2400189.500000 Penalty: 3287.613037
	Iteration 31Q: 3 clusters Score -2400190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2400193.250000 Penalty: 3287.613037
	Iteration 32Q: 3 clusters Score -2400193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2400197.500000 Penalty: 3287.613037
	Iteration 33Q: 3 clusters Score -2400198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2400200.500000 Penalty: 3287.613037
	Iteration 34Q: 3 clusters Score -2400200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2400198.250000 Penalty: 3287.613037
	Iteration 35Q: 3 clusters Score -2400198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2400198.500000 Penalty: 3287.613037
	Iteration 36Q: 3 clusters Score -2400198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2400201.500000 Penalty: 3287.613037
	Iteration 37Q: 3 clusters Score -2400202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2400203.500000 Penalty: 3287.613037
	Iteration 38Q: 3 clusters Score -2400204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2400202.500000 Penalty: 3287.613037
	Iteration 39Q: 3 clusters Score -2400202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2400201.750000 Penalty: 3287.613037
	Iteration 40F: 3 clusters Score -2400202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2400202.250000 Penalty: 3287.613037
	Iteration 41Q: 3 clusters Score -2400202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2400201.750000 Penalty: 3287.613037
	Iteration 42Q: 3 clusters Score -2400202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2400201.750000 Penalty: 3287.613037
	Iteration 43F: 3 clusters Score -2400202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Entering Unmasked Estep 
Score: -178904.468750 Penalty: 1230.949219
	Iteration 0F: 2 clusters Score -178904.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -176880.421875 Penalty: 2461.898438
	Iteration 0F: 3 clusters Score -176880.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -177353.812500 Penalty: 2461.898438
	Iteration 1F: 3 clusters Score -177353.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -177472.890625 Penalty: 2461.898438
	Iteration 2F: 3 clusters Score -177472.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -177563.421875 Penalty: 2461.898438
	Iteration 3F: 3 clusters Score -177563.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -177660.375000 Penalty: 2461.898438
	Iteration 4Q: 3 clusters Score -177660.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -177779.234375 Penalty: 2461.898438
	Iteration 5Q: 3 clusters Score -177779.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -177888.484375 Penalty: 2461.898438
	Iteration 6Q: 3 clusters Score -177888.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -178018.375000 Penalty: 2461.898438
	Iteration 7Q: 3 clusters Score -178018.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -178149.218750 Penalty: 2461.898438
	Iteration 8Q: 3 clusters Score -178149.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -178243.562500 Penalty: 2461.898438
	Iteration 9Q: 3 clusters Score -178243.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -178320.500000 Penalty: 2461.898438
	Iteration 10Q: 3 clusters Score -178320.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -178375.375000 Penalty: 2461.898438
	Iteration 11Q: 3 clusters Score -178375.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -178408.406250 Penalty: 2461.898438
	Iteration 12Q: 3 clusters Score -178408.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -178433.343750 Penalty: 2461.898438
	Iteration 13Q: 3 clusters Score -178433.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -178446.796875 Penalty: 2461.898438
	Iteration 14Q: 3 clusters Score -178446.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -178459.140625 Penalty: 2461.898438
	Iteration 15Q: 3 clusters Score -178459.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -178477.421875 Penalty: 2461.898438
	Iteration 16Q: 3 clusters Score -178477.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -178503.859375 Penalty: 2461.898438
	Iteration 17Q: 3 clusters Score -178503.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -178525.171875 Penalty: 2461.898438
	Iteration 18Q: 3 clusters Score -178525.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -178556.593750 Penalty: 2461.898438
	Iteration 19Q: 3 clusters Score -178556.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -178589.843750 Penalty: 2461.898438
	Iteration 20F: 3 clusters Score -178589.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -178618.000000 Penalty: 2461.898438
	Iteration 21Q: 3 clusters Score -178618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -178626.921875 Penalty: 2461.898438
	Iteration 22Q: 3 clusters Score -178626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -178629.984375 Penalty: 2461.898438
	Iteration 23Q: 3 clusters Score -178630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -178632.890625 Penalty: 2461.898438
	Iteration 24Q: 3 clusters Score -178632.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -178635.734375 Penalty: 2461.898438
	Iteration 25Q: 3 clusters Score -178635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -178637.484375 Penalty: 2461.898438
	Iteration 26Q: 3 clusters Score -178637.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -178638.140625 Penalty: 2461.898438
	Iteration 27Q: 3 clusters Score -178638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -178638.140625 Penalty: 2461.898438
	Iteration 28F: 3 clusters Score -178638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Entering Unmasked Estep 
Score: -4117102.750000 Penalty: 1732.125488
	Iteration 0F: 2 clusters Score -4117103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4088430.750000 Penalty: 3464.250977
	Iteration 0F: 3 clusters Score -4088431 nChanged 19999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -4099735.500000 Penalty: 3464.250977
	Iteration 1F: 3 clusters Score -4099736 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4100107.750000 Penalty: 3464.250977
	Iteration 2Q: 3 clusters Score -4100108 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4100514.750000 Penalty: 3464.250977
	Iteration 3Q: 3 clusters Score -4100515 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4100867.250000 Penalty: 3464.250977
	Iteration 4Q: 3 clusters Score -4100867 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4101378.500000 Penalty: 3464.250977
	Iteration 5Q: 3 clusters Score -4101378 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4101928.250000 Penalty: 3464.250977
	Iteration 6Q: 3 clusters Score -4101928 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4102621.250000 Penalty: 3464.250977
	Iteration 7Q: 3 clusters Score -4102621 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4103393.500000 Penalty: 3464.250977
	Iteration 8Q: 3 clusters Score -4103394 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4104269.750000 Penalty: 3464.250977
	Iteration 9Q: 3 clusters Score -4104270 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4105218.500000 Penalty: 3464.250977
	Iteration 10Q: 3 clusters Score -4105218 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4106132.000000 Penalty: 3464.250977
	Iteration 11Q: 3 clusters Score -4106132 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -4107010.000000 Penalty: 3464.250977
	Iteration 12Q: 3 clusters Score -4107010 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -4107664.500000 Penalty: 3464.250977
	Iteration 13Q: 3 clusters Score -4107664 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -4108181.250000 Penalty: 3464.250977
	Iteration 14Q: 3 clusters Score -4108181 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4108493.500000 Penalty: 3464.250977
	Iteration 15Q: 3 clusters Score -4108494 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -4108685.000000 Penalty: 3464.250977
	Iteration 16Q: 3 clusters Score -4108685 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -4108783.500000 Penalty: 3464.250977
	Iteration 17Q: 3 clusters Score -4108784 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -4108883.750000 Penalty: 3464.250977
	Iteration 18Q: 3 clusters Score -4108884 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -4108978.250000 Penalty: 3464.250977
	Iteration 19Q: 3 clusters Score -4108978 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -4109058.500000 Penalty: 3464.250977
	Iteration 20F: 3 clusters Score -4109058 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -4109168.250000 Penalty: 3464.250977
	Iteration 21Q: 3 clusters Score -4109168 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -4109269.750000 Penalty: 3464.250977
	Iteration 22Q: 3 clusters Score -4109270 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -4109380.750000 Penalty: 3464.250977
	Iteration 23Q: 3 clusters Score -4109381 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -4109505.750000 Penalty: 3464.250977
	Iteration 24Q: 3 clusters Score -4109506 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -4109661.000000 Penalty: 3464.250977
	Iteration 25Q: 3 clusters Score -4109661 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -4109818.000000 Penalty: 3464.250977
	Iteration 26Q: 3 clusters Score -4109818 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4109948.500000 Penalty: 3464.250977
	Iteration 27Q: 3 clusters Score -4109948 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -4110096.500000 Penalty: 3464.250977
	Iteration 28Q: 3 clusters Score -4110096 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4110251.750000 Penalty: 3464.250977
	Iteration 29Q: 3 clusters Score -4110252 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4110405.250000 Penalty: 3464.250977
	Iteration 30Q: 3 clusters Score -4110405 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -4110568.000000 Penalty: 3464.250977
	Iteration 31Q: 3 clusters Score -4110568 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -4110736.250000 Penalty: 3464.250977
	Iteration 32Q: 3 clusters Score -4110736 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -4110897.500000 Penalty: 3464.250977
	Iteration 33Q: 3 clusters Score -4110898 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4111041.250000 Penalty: 3464.250977
	Iteration 34Q: 3 clusters Score -4111041 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4111215.000000 Penalty: 3464.250977
	Iteration 35Q: 3 clusters Score -4111215 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4111389.750000 Penalty: 3464.250977
	Iteration 36Q: 3 clusters Score -4111390 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4111541.000000 Penalty: 3464.250977
	Iteration 37Q: 3 clusters Score -4111541 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4111748.750000 Penalty: 3464.250977
	Iteration 38Q: 3 clusters Score -4111749 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4111974.750000 Penalty: 3464.250977
	Iteration 39Q: 3 clusters Score -4111975 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -4112195.750000 Penalty: 3464.250977
	Iteration 40F: 3 clusters Score -4112196 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -4112430.500000 Penalty: 3464.250977
	Iteration 41Q: 3 clusters Score -4112430 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4112680.500000 Penalty: 3464.250977
	Iteration 42Q: 3 clusters Score -4112680 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4112963.000000 Penalty: 3464.250977
	Iteration 43Q: 3 clusters Score -4112963 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -4113233.500000 Penalty: 3464.250977
	Iteration 44Q: 3 clusters Score -4113234 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -4113523.750000 Penalty: 3464.250977
	Iteration 45Q: 3 clusters Score -4113524 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4113789.000000 Penalty: 3464.250977
	Iteration 46Q: 3 clusters Score -4113789 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -4114094.500000 Penalty: 3464.250977
	Iteration 47Q: 3 clusters Score -4114094 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -4114389.750000 Penalty: 3464.250977
	Iteration 48Q: 3 clusters Score -4114390 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -4114615.500000 Penalty: 3464.250977
	Iteration 49Q: 3 clusters Score -4114616 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -4114824.500000 Penalty: 3464.250977
	Iteration 50Q: 3 clusters Score -4114824 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -4114982.500000 Penalty: 3464.250977
	Iteration 51Q: 3 clusters Score -4114982 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -4115094.000000 Penalty: 3464.250977
	Iteration 52Q: 3 clusters Score -4115094 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -4115218.250000 Penalty: 3464.250977
	Iteration 53Q: 3 clusters Score -4115218 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -4115321.000000 Penalty: 3464.250977
	Iteration 54Q: 3 clusters Score -4115321 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -4115407.250000 Penalty: 3464.250977
	Iteration 55Q: 3 clusters Score -4115407 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -4115480.750000 Penalty: 3464.250977
	Iteration 56Q: 3 clusters Score -4115481 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -4115539.750000 Penalty: 3464.250977
	Iteration 57Q: 3 clusters Score -4115540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -4115584.750000 Penalty: 3464.250977
	Iteration 58Q: 3 clusters Score -4115585 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -4115624.250000 Penalty: 3464.250977
	Iteration 59Q: 3 clusters Score -4115624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -4115656.750000 Penalty: 3464.250977
	Iteration 60F: 3 clusters Score -4115657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -4115691.750000 Penalty: 3464.250977
	Iteration 61Q: 3 clusters Score -4115692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -4115713.250000 Penalty: 3464.250977
	Iteration 62Q: 3 clusters Score -4115713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -4115729.500000 Penalty: 3464.250977
	Iteration 63Q: 3 clusters Score -4115730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -4115762.250000 Penalty: 3464.250977
	Iteration 64Q: 3 clusters Score -4115762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -4115775.500000 Penalty: 3464.250977
	Iteration 65Q: 3 clusters Score -4115776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -4115782.750000 Penalty: 3464.250977
	Iteration 66Q: 3 clusters Score -4115783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -4115792.750000 Penalty: 3464.250977
	Iteration 67Q: 3 clusters Score -4115793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -4115798.000000 Penalty: 3464.250977
	Iteration 68Q: 3 clusters Score -4115798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -4115806.500000 Penalty: 3464.250977
	Iteration 69Q: 3 clusters Score -4115806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -4115814.250000 Penalty: 3464.250977
	Iteration 70Q: 3 clusters Score -4115814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -4115814.000000 Penalty: 3464.250977
	Iteration 71Q: 3 clusters Score -4115814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -4115817.250000 Penalty: 3464.250977
	Iteration 72Q: 3 clusters Score -4115817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -4115818.000000 Penalty: 3464.250977
	Iteration 73Q: 3 clusters Score -4115818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -4115820.000000 Penalty: 3464.250977
	Iteration 74Q: 3 clusters Score -4115820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -4115821.750000 Penalty: 3464.250977
	Iteration 75Q: 3 clusters Score -4115822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -4115820.750000 Penalty: 3464.250977
	Iteration 76Q: 3 clusters Score -4115821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -4115819.500000 Penalty: 3464.250977
	Iteration 77Q: 3 clusters Score -4115820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -4115819.500000 Penalty: 3464.250977
	Iteration 78F: 3 clusters Score -4115820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Entering Unmasked Estep 
Score: -1404514.000000 Penalty: 1557.797241
	Iteration 0F: 2 clusters Score -1404514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1394443.750000 Penalty: 3115.594482
	Iteration 0F: 3 clusters Score -1394444 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1397881.000000 Penalty: 3115.594482
	Iteration 1F: 3 clusters Score -1397881 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1398176.375000 Penalty: 3115.594482
	Iteration 2F: 3 clusters Score -1398176 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1398413.375000 Penalty: 3115.594482
	Iteration 3Q: 3 clusters Score -1398413 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1398660.625000 Penalty: 3115.594482
	Iteration 4Q: 3 clusters Score -1398661 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1398926.625000 Penalty: 3115.594482
	Iteration 5Q: 3 clusters Score -1398927 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1399278.125000 Penalty: 3115.594482
	Iteration 6Q: 3 clusters Score -1399278 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1399739.000000 Penalty: 3115.594482
	Iteration 7F: 3 clusters Score -1399739 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1400332.375000 Penalty: 3115.594482
	Iteration 8F: 3 clusters Score -1400332 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1401004.375000 Penalty: 3115.594482
	Iteration 9F: 3 clusters Score -1401004 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1401727.750000 Penalty: 3115.594482
	Iteration 10F: 3 clusters Score -1401728 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1402319.750000 Penalty: 3115.594482
	Iteration 11Q: 3 clusters Score -1402320 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1402663.500000 Penalty: 3115.594482
	Iteration 12Q: 3 clusters Score -1402664 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1402837.750000 Penalty: 3115.594482
	Iteration 13Q: 3 clusters Score -1402838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1402949.250000 Penalty: 3115.594482
	Iteration 14Q: 3 clusters Score -1402949 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1403019.125000 Penalty: 3115.594482
	Iteration 15Q: 3 clusters Score -1403019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1403054.375000 Penalty: 3115.594482
	Iteration 16Q: 3 clusters Score -1403054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1403078.375000 Penalty: 3115.594482
	Iteration 17Q: 3 clusters Score -1403078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1403092.000000 Penalty: 3115.594482
	Iteration 18Q: 3 clusters Score -1403092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1403099.750000 Penalty: 3115.594482
	Iteration 19Q: 3 clusters Score -1403100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1403106.625000 Penalty: 3115.594482
	Iteration 20F: 3 clusters Score -1403107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1403113.375000 Penalty: 3115.594482
	Iteration 21Q: 3 clusters Score -1403113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1403116.500000 Penalty: 3115.594482
	Iteration 22Q: 3 clusters Score -1403116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1403124.750000 Penalty: 3115.594482
	Iteration 23Q: 3 clusters Score -1403125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1403129.875000 Penalty: 3115.594482
	Iteration 24Q: 3 clusters Score -1403130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1403131.125000 Penalty: 3115.594482
	Iteration 25Q: 3 clusters Score -1403131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1403137.375000 Penalty: 3115.594482
	Iteration 26Q: 3 clusters Score -1403137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1403138.625000 Penalty: 3115.594482
	Iteration 27Q: 3 clusters Score -1403139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1403139.250000 Penalty: 3115.594482
	Iteration 28Q: 3 clusters Score -1403139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1403143.500000 Penalty: 3115.594482
	Iteration 29Q: 3 clusters Score -1403144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1403144.000000 Penalty: 3115.594482
	Iteration 30Q: 3 clusters Score -1403144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1403143.625000 Penalty: 3115.594482
	Iteration 31Q: 3 clusters Score -1403144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1403143.625000 Penalty: 3115.594482
	Iteration 32F: 3 clusters Score -1403144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -142014.531250 Penalty: 1196.738892
	Iteration 0F: 2 clusters Score -142014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -140176.218750 Penalty: 2393.477783
	Iteration 0F: 3 clusters Score -140176.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -140560.125000 Penalty: 2393.477783
	Iteration 1F: 3 clusters Score -140560.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -140655.250000 Penalty: 2393.477783
	Iteration 2F: 3 clusters Score -140655.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -140707.875000 Penalty: 2393.477783
	Iteration 3Q: 3 clusters Score -140707.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -140739.421875 Penalty: 2393.477783
	Iteration 4Q: 3 clusters Score -140739.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -140753.812500 Penalty: 2393.477783
	Iteration 5Q: 3 clusters Score -140753.8 nChanged 21
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: -140768.953125 Penalty: 2393.477783
	Iteration 6Q: 3 clusters Score -140769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -140777.343750 Penalty: 2393.477783
	Iteration 7Q: 3 clusters Score -140777.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -140787.812500 Penalty: 2393.477783
	Iteration 8Q: 3 clusters Score -140787.8 nChanged 13
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: -140799.000000 Penalty: 2393.477783
	Iteration 9Q: 3 clusters Score -140799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -140804.515625 Penalty: 2393.477783
	Iteration 10Q: 3 clusters Score -140804.5 nChanged 5
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: -140808.578125 Penalty: 2393.477783
	Iteration 11Q: 3 clusters Score -140808.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -140811.718750 Penalty: 2393.477783
	Iteration 12Q: 3 clusters Score -140811.7 nChanged 1
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: -140811.781250 Penalty: 2393.477783
	Iteration 13Q: 3 clusters Score -140811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -140813.609375 Penalty: 2393.477783
	Iteration 14Q: 3 clusters Score -140813.6 nChanged 1
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: -140813.765625 Penalty: 2393.477783
	Iteration 15Q: 3 clusters Score -140813.8 nChanged 0
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: -140813.765625 Penalty: 2393.477783
	Iteration 16F: 3 clusters Score -140813.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Entering Unmasked Estep 
Score: -1774942.750000 Penalty: 1599.538452
	Iteration 0F: 2 clusters Score -1774943 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 9484 members 
Entering Unmasked Estep 
Score: -1762040.625000 Penalty: 3199.076904
	Iteration 0F: 3 clusters Score -1762041 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1766741.500000 Penalty: 3199.076904
	Iteration 1F: 3 clusters Score -1766742 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1767219.875000 Penalty: 3199.076904
	Iteration 2F: 3 clusters Score -1767220 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1767811.750000 Penalty: 3199.076904
	Iteration 3F: 3 clusters Score -1767812 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1768545.500000 Penalty: 3199.076904
	Iteration 4F: 3 clusters Score -1768546 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1769392.750000 Penalty: 3199.076904
	Iteration 5F: 3 clusters Score -1769393 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1770400.500000 Penalty: 3199.076904
	Iteration 6F: 3 clusters Score -1770400 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1771349.250000 Penalty: 3199.076904
	Iteration 7F: 3 clusters Score -1771349 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1772095.625000 Penalty: 3199.076904
	Iteration 8Q: 3 clusters Score -1772096 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1772608.250000 Penalty: 3199.076904
	Iteration 9Q: 3 clusters Score -1772608 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1772929.625000 Penalty: 3199.076904
	Iteration 10Q: 3 clusters Score -1772930 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1773125.875000 Penalty: 3199.076904
	Iteration 11Q: 3 clusters Score -1773126 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1773249.500000 Penalty: 3199.076904
	Iteration 12Q: 3 clusters Score -1773250 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1773337.125000 Penalty: 3199.076904
	Iteration 13Q: 3 clusters Score -1773337 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1773413.125000 Penalty: 3199.076904
	Iteration 14Q: 3 clusters Score -1773413 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1773456.750000 Penalty: 3199.076904
	Iteration 15Q: 3 clusters Score -1773457 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1773511.125000 Penalty: 3199.076904
	Iteration 16Q: 3 clusters Score -1773511 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1773553.500000 Penalty: 3199.076904
	Iteration 17Q: 3 clusters Score -1773554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1773583.375000 Penalty: 3199.076904
	Iteration 18Q: 3 clusters Score -1773583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1773605.625000 Penalty: 3199.076904
	Iteration 19Q: 3 clusters Score -1773606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1773627.375000 Penalty: 3199.076904
	Iteration 20F: 3 clusters Score -1773627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1773637.750000 Penalty: 3199.076904
	Iteration 21Q: 3 clusters Score -1773638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1773654.000000 Penalty: 3199.076904
	Iteration 22Q: 3 clusters Score -1773654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1773662.125000 Penalty: 3199.076904
	Iteration 23Q: 3 clusters Score -1773662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1773669.625000 Penalty: 3199.076904
	Iteration 24Q: 3 clusters Score -1773670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1773681.125000 Penalty: 3199.076904
	Iteration 25Q: 3 clusters Score -1773681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1773685.500000 Penalty: 3199.076904
	Iteration 26Q: 3 clusters Score -1773686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1773687.625000 Penalty: 3199.076904
	Iteration 27Q: 3 clusters Score -1773688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1773690.625000 Penalty: 3199.076904
	Iteration 28Q: 3 clusters Score -1773691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1773693.625000 Penalty: 3199.076904
	Iteration 29Q: 3 clusters Score -1773694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -1773692.375000 Penalty: 3199.076904
	Iteration 30Q: 3 clusters Score -1773692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1773693.250000 Penalty: 3199.076904
	Iteration 31Q: 3 clusters Score -1773693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1773696.125000 Penalty: 3199.076904
	Iteration 32Q: 3 clusters Score -1773696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1773697.125000 Penalty: 3199.076904
	Iteration 33Q: 3 clusters Score -1773697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1773696.750000 Penalty: 3199.076904
	Iteration 34Q: 3 clusters Score -1773697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1773697.875000 Penalty: 3199.076904
	Iteration 35Q: 3 clusters Score -1773698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1773697.750000 Penalty: 3199.076904
	Iteration 36Q: 3 clusters Score -1773698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1773698.625000 Penalty: 3199.076904
	Iteration 37Q: 3 clusters Score -1773699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -1773700.750000 Penalty: 3199.076904
	Iteration 38Q: 3 clusters Score -1773701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1773702.250000 Penalty: 3199.076904
	Iteration 39Q: 3 clusters Score -1773702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -1773708.000000 Penalty: 3199.076904
	Iteration 40F: 3 clusters Score -1773708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1773711.250000 Penalty: 3199.076904
	Iteration 41Q: 3 clusters Score -1773711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1773722.625000 Penalty: 3199.076904
	Iteration 42Q: 3 clusters Score -1773723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1773730.500000 Penalty: 3199.076904
	Iteration 43Q: 3 clusters Score -1773730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1773744.750000 Penalty: 3199.076904
	Iteration 44Q: 3 clusters Score -1773745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1773753.375000 Penalty: 3199.076904
	Iteration 45Q: 3 clusters Score -1773753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1773765.250000 Penalty: 3199.076904
	Iteration 46Q: 3 clusters Score -1773765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1773772.625000 Penalty: 3199.076904
	Iteration 47Q: 3 clusters Score -1773773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -1773779.625000 Penalty: 3199.076904
	Iteration 48Q: 3 clusters Score -1773780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1773785.875000 Penalty: 3199.076904
	Iteration 49Q: 3 clusters Score -1773786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1773791.250000 Penalty: 3199.076904
	Iteration 50Q: 3 clusters Score -1773791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1773795.875000 Penalty: 3199.076904
	Iteration 51Q: 3 clusters Score -1773796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1773801.000000 Penalty: 3199.076904
	Iteration 52Q: 3 clusters Score -1773801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1773812.875000 Penalty: 3199.076904
	Iteration 53Q: 3 clusters Score -1773813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1773818.750000 Penalty: 3199.076904
	Iteration 54Q: 3 clusters Score -1773819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1773830.500000 Penalty: 3199.076904
	Iteration 55Q: 3 clusters Score -1773830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1773840.000000 Penalty: 3199.076904
	Iteration 56Q: 3 clusters Score -1773840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1773847.750000 Penalty: 3199.076904
	Iteration 57Q: 3 clusters Score -1773848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1773852.625000 Penalty: 3199.076904
	Iteration 58Q: 3 clusters Score -1773853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -1773857.000000 Penalty: 3199.076904
	Iteration 59Q: 3 clusters Score -1773857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1773860.875000 Penalty: 3199.076904
	Iteration 60F: 3 clusters Score -1773861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1773861.000000 Penalty: 3199.076904
	Iteration 61Q: 3 clusters Score -1773861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1773865.375000 Penalty: 3199.076904
	Iteration 62Q: 3 clusters Score -1773865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1773865.000000 Penalty: 3199.076904
	Iteration 63Q: 3 clusters Score -1773865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1773866.875000 Penalty: 3199.076904
	Iteration 64Q: 3 clusters Score -1773867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1773867.250000 Penalty: 3199.076904
	Iteration 65Q: 3 clusters Score -1773867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1773869.875000 Penalty: 3199.076904
	Iteration 66Q: 3 clusters Score -1773870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1773870.750000 Penalty: 3199.076904
	Iteration 67Q: 3 clusters Score -1773871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1773876.125000 Penalty: 3199.076904
	Iteration 68Q: 3 clusters Score -1773876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1773877.375000 Penalty: 3199.076904
	Iteration 69Q: 3 clusters Score -1773877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1773877.500000 Penalty: 3199.076904
	Iteration 70Q: 3 clusters Score -1773878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1773877.500000 Penalty: 3199.076904
	Iteration 71F: 3 clusters Score -1773878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Entering Unmasked Estep 
Score: -1032068.937500 Penalty: 1507.553345
	Iteration 0F: 2 clusters Score -1032069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1024459.125000 Penalty: 3015.106689
	Iteration 0F: 3 clusters Score -1024459 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1026852.187500 Penalty: 3015.106689
	Iteration 1F: 3 clusters Score -1026852 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1027075.562500 Penalty: 3015.106689
	Iteration 2F: 3 clusters Score -1027076 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1027261.250000 Penalty: 3015.106689
	Iteration 3Q: 3 clusters Score -1027261 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1027465.437500 Penalty: 3015.106689
	Iteration 4Q: 3 clusters Score -1027465 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1027731.437500 Penalty: 3015.106689
	Iteration 5Q: 3 clusters Score -1027731 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1028059.687500 Penalty: 3015.106689
	Iteration 6F: 3 clusters Score -1028060 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1028506.437500 Penalty: 3015.106689
	Iteration 7F: 3 clusters Score -1028506 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1028994.562500 Penalty: 3015.106689
	Iteration 8F: 3 clusters Score -1028995 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1029534.750000 Penalty: 3015.106689
	Iteration 9F: 3 clusters Score -1029535 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1030007.437500 Penalty: 3015.106689
	Iteration 10Q: 3 clusters Score -1030007 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1030345.125000 Penalty: 3015.106689
	Iteration 11Q: 3 clusters Score -1030345 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1030526.625000 Penalty: 3015.106689
	Iteration 12Q: 3 clusters Score -1030527 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1030624.312500 Penalty: 3015.106689
	Iteration 13Q: 3 clusters Score -1030624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1030691.812500 Penalty: 3015.106689
	Iteration 14Q: 3 clusters Score -1030692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1030724.187500 Penalty: 3015.106689
	Iteration 15Q: 3 clusters Score -1030724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1030739.375000 Penalty: 3015.106689
	Iteration 16Q: 3 clusters Score -1030739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1030747.312500 Penalty: 3015.106689
	Iteration 17Q: 3 clusters Score -1030747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1030754.937500 Penalty: 3015.106689
	Iteration 18Q: 3 clusters Score -1030755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1030758.812500 Penalty: 3015.106689
	Iteration 19Q: 3 clusters Score -1030759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1030774.562500 Penalty: 3015.106689
	Iteration 20F: 3 clusters Score -1030775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1030781.875000 Penalty: 3015.106689
	Iteration 21Q: 3 clusters Score -1030782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1030788.875000 Penalty: 3015.106689
	Iteration 22Q: 3 clusters Score -1030789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1030795.250000 Penalty: 3015.106689
	Iteration 23Q: 3 clusters Score -1030795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1030796.562500 Penalty: 3015.106689
	Iteration 24Q: 3 clusters Score -1030797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1030798.312500 Penalty: 3015.106689
	Iteration 25Q: 3 clusters Score -1030798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1030798.312500 Penalty: 3015.106689
	Iteration 26F: 3 clusters Score -1030798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Entering Unmasked Estep 
Score: -4246022.000000 Penalty: 1737.226807
	Iteration 0F: 2 clusters Score -4246022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -4216658.000000 Penalty: 3474.453613
	Iteration 0F: 3 clusters Score -4216658 nChanged 20536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -4228253.000000 Penalty: 3474.453613
	Iteration 1F: 3 clusters Score -4228253 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4228684.500000 Penalty: 3474.453613
	Iteration 2Q: 3 clusters Score -4228684 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4229270.500000 Penalty: 3474.453613
	Iteration 3Q: 3 clusters Score -4229270 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -4230207.000000 Penalty: 3474.453613
	Iteration 4Q: 3 clusters Score -4230207 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -4231514.500000 Penalty: 3474.453613
	Iteration 5F: 3 clusters Score -4231514 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -4233255.000000 Penalty: 3474.453613
	Iteration 6F: 3 clusters Score -4233255 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4235137.000000 Penalty: 3474.453613
	Iteration 7F: 3 clusters Score -4235137 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -4236951.000000 Penalty: 3474.453613
	Iteration 8F: 3 clusters Score -4236951 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -4238630.000000 Penalty: 3474.453613
	Iteration 9F: 3 clusters Score -4238630 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -4240142.000000 Penalty: 3474.453613
	Iteration 10Q: 3 clusters Score -4240142 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -4241426.500000 Penalty: 3474.453613
	Iteration 11Q: 3 clusters Score -4241426 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -4242556.500000 Penalty: 3474.453613
	Iteration 12Q: 3 clusters Score -4242556 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -4243336.000000 Penalty: 3474.453613
	Iteration 13Q: 3 clusters Score -4243336 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -4243879.000000 Penalty: 3474.453613
	Iteration 14Q: 3 clusters Score -4243879 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -4244120.500000 Penalty: 3474.453613
	Iteration 15Q: 3 clusters Score -4244120 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -4244269.000000 Penalty: 3474.453613
	Iteration 16Q: 3 clusters Score -4244269 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -4244354.000000 Penalty: 3474.453613
	Iteration 17Q: 3 clusters Score -4244354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -4244414.000000 Penalty: 3474.453613
	Iteration 18Q: 3 clusters Score -4244414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -4244442.500000 Penalty: 3474.453613
	Iteration 19Q: 3 clusters Score -4244442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -4244461.000000 Penalty: 3474.453613
	Iteration 20F: 3 clusters Score -4244461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -4244499.500000 Penalty: 3474.453613
	Iteration 21Q: 3 clusters Score -4244500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -4244510.000000 Penalty: 3474.453613
	Iteration 22Q: 3 clusters Score -4244510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -4244512.500000 Penalty: 3474.453613
	Iteration 23Q: 3 clusters Score -4244512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -4244512.500000 Penalty: 3474.453613
	Iteration 24F: 3 clusters Score -4244512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Entering Unmasked Estep 
Score: -1958962.125000 Penalty: 1611.134644
	Iteration 0F: 2 clusters Score -1958962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1945288.250000 Penalty: 3222.269287
	Iteration 0F: 3 clusters Score -1945288 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1950165.375000 Penalty: 3222.269287
	Iteration 1F: 3 clusters Score -1950165 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1950567.000000 Penalty: 3222.269287
	Iteration 2F: 3 clusters Score -1950567 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1951034.125000 Penalty: 3222.269287
	Iteration 3F: 3 clusters Score -1951034 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1951546.500000 Penalty: 3222.269287
	Iteration 4F: 3 clusters Score -1951546 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1952207.125000 Penalty: 3222.269287
	Iteration 5F: 3 clusters Score -1952207 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1953049.875000 Penalty: 3222.269287
	Iteration 6F: 3 clusters Score -1953050 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1953959.250000 Penalty: 3222.269287
	Iteration 7F: 3 clusters Score -1953959 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1954800.625000 Penalty: 3222.269287
	Iteration 8F: 3 clusters Score -1954801 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1955479.125000 Penalty: 3222.269287
	Iteration 9Q: 3 clusters Score -1955479 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1955991.375000 Penalty: 3222.269287
	Iteration 10Q: 3 clusters Score -1955991 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1956413.625000 Penalty: 3222.269287
	Iteration 11Q: 3 clusters Score -1956414 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1956723.125000 Penalty: 3222.269287
	Iteration 12Q: 3 clusters Score -1956723 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1956910.875000 Penalty: 3222.269287
	Iteration 13Q: 3 clusters Score -1956911 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1957066.875000 Penalty: 3222.269287
	Iteration 14Q: 3 clusters Score -1957067 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1957178.375000 Penalty: 3222.269287
	Iteration 15Q: 3 clusters Score -1957178 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1957262.375000 Penalty: 3222.269287
	Iteration 16Q: 3 clusters Score -1957262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1957331.000000 Penalty: 3222.269287
	Iteration 17Q: 3 clusters Score -1957331 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1957379.875000 Penalty: 3222.269287
	Iteration 18Q: 3 clusters Score -1957380 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1957431.625000 Penalty: 3222.269287
	Iteration 19Q: 3 clusters Score -1957432 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1957480.250000 Penalty: 3222.269287
	Iteration 20F: 3 clusters Score -1957480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1957510.375000 Penalty: 3222.269287
	Iteration 21Q: 3 clusters Score -1957510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1957543.625000 Penalty: 3222.269287
	Iteration 22Q: 3 clusters Score -1957544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1957569.000000 Penalty: 3222.269287
	Iteration 23Q: 3 clusters Score -1957569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1957593.750000 Penalty: 3222.269287
	Iteration 24Q: 3 clusters Score -1957594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1957605.375000 Penalty: 3222.269287
	Iteration 25Q: 3 clusters Score -1957605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1957615.500000 Penalty: 3222.269287
	Iteration 26Q: 3 clusters Score -1957616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1957618.375000 Penalty: 3222.269287
	Iteration 27Q: 3 clusters Score -1957618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1957625.250000 Penalty: 3222.269287
	Iteration 28Q: 3 clusters Score -1957625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1957632.625000 Penalty: 3222.269287
	Iteration 29Q: 3 clusters Score -1957633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1957640.500000 Penalty: 3222.269287
	Iteration 30Q: 3 clusters Score -1957640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1957646.000000 Penalty: 3222.269287
	Iteration 31Q: 3 clusters Score -1957646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1957650.625000 Penalty: 3222.269287
	Iteration 32Q: 3 clusters Score -1957651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1957659.375000 Penalty: 3222.269287
	Iteration 33Q: 3 clusters Score -1957659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1957662.125000 Penalty: 3222.269287
	Iteration 34Q: 3 clusters Score -1957662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1957669.375000 Penalty: 3222.269287
	Iteration 35Q: 3 clusters Score -1957669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1957670.625000 Penalty: 3222.269287
	Iteration 36Q: 3 clusters Score -1957671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1957670.500000 Penalty: 3222.269287
	Iteration 37Q: 3 clusters Score -1957670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1957669.750000 Penalty: 3222.269287
	Iteration 38Q: 3 clusters Score -1957670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1957669.750000 Penalty: 3222.269287
	Iteration 39F: 3 clusters Score -1957670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Entering Unmasked Estep 
Score: -2236805.750000 Penalty: 1633.070312
	Iteration 0F: 2 clusters Score -2236806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2221089.500000 Penalty: 3266.140625
	Iteration 0F: 3 clusters Score -2221090 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2226956.500000 Penalty: 3266.140625
	Iteration 1F: 3 clusters Score -2226956 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2227360.000000 Penalty: 3266.140625
	Iteration 2Q: 3 clusters Score -2227360 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2227773.500000 Penalty: 3266.140625
	Iteration 3Q: 3 clusters Score -2227774 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2228183.750000 Penalty: 3266.140625
	Iteration 4Q: 3 clusters Score -2228184 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2228663.250000 Penalty: 3266.140625
	Iteration 5Q: 3 clusters Score -2228663 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2229169.000000 Penalty: 3266.140625
	Iteration 6Q: 3 clusters Score -2229169 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2229766.000000 Penalty: 3266.140625
	Iteration 7Q: 3 clusters Score -2229766 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2230539.000000 Penalty: 3266.140625
	Iteration 8Q: 3 clusters Score -2230539 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2231364.500000 Penalty: 3266.140625
	Iteration 9F: 3 clusters Score -2231364 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2231980.250000 Penalty: 3266.140625
	Iteration 10Q: 3 clusters Score -2231980 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2232341.750000 Penalty: 3266.140625
	Iteration 11Q: 3 clusters Score -2232342 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2232506.000000 Penalty: 3266.140625
	Iteration 12Q: 3 clusters Score -2232506 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2232593.250000 Penalty: 3266.140625
	Iteration 13Q: 3 clusters Score -2232593 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2232656.500000 Penalty: 3266.140625
	Iteration 14Q: 3 clusters Score -2232656 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2232716.250000 Penalty: 3266.140625
	Iteration 15Q: 3 clusters Score -2232716 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2232763.750000 Penalty: 3266.140625
	Iteration 16Q: 3 clusters Score -2232764 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2232807.750000 Penalty: 3266.140625
	Iteration 17Q: 3 clusters Score -2232808 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2232851.500000 Penalty: 3266.140625
	Iteration 18Q: 3 clusters Score -2232852 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2232880.750000 Penalty: 3266.140625
	Iteration 19Q: 3 clusters Score -2232881 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2232918.250000 Penalty: 3266.140625
	Iteration 20F: 3 clusters Score -2232918 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2232951.500000 Penalty: 3266.140625
	Iteration 21Q: 3 clusters Score -2232952 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2232971.750000 Penalty: 3266.140625
	Iteration 22Q: 3 clusters Score -2232972 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2232991.750000 Penalty: 3266.140625
	Iteration 23Q: 3 clusters Score -2232992 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2233017.000000 Penalty: 3266.140625
	Iteration 24Q: 3 clusters Score -2233017 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2233026.500000 Penalty: 3266.140625
	Iteration 25Q: 3 clusters Score -2233026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2233046.000000 Penalty: 3266.140625
	Iteration 26Q: 3 clusters Score -2233046 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2233076.500000 Penalty: 3266.140625
	Iteration 27Q: 3 clusters Score -2233076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2233087.750000 Penalty: 3266.140625
	Iteration 28Q: 3 clusters Score -2233088 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2233092.500000 Penalty: 3266.140625
	Iteration 29Q: 3 clusters Score -2233092 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2233110.250000 Penalty: 3266.140625
	Iteration 30Q: 3 clusters Score -2233110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2233120.500000 Penalty: 3266.140625
	Iteration 31Q: 3 clusters Score -2233120 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2233123.250000 Penalty: 3266.140625
	Iteration 32Q: 3 clusters Score -2233123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2233133.750000 Penalty: 3266.140625
	Iteration 33Q: 3 clusters Score -2233134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2233136.250000 Penalty: 3266.140625
	Iteration 34Q: 3 clusters Score -2233136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2233144.500000 Penalty: 3266.140625
	Iteration 35Q: 3 clusters Score -2233144 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2233148.750000 Penalty: 3266.140625
	Iteration 36Q: 3 clusters Score -2233149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2233158.000000 Penalty: 3266.140625
	Iteration 37Q: 3 clusters Score -2233158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2233174.250000 Penalty: 3266.140625
	Iteration 38Q: 3 clusters Score -2233174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2233179.750000 Penalty: 3266.140625
	Iteration 39Q: 3 clusters Score -2233180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2233184.750000 Penalty: 3266.140625
	Iteration 40F: 3 clusters Score -2233185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2233189.500000 Penalty: 3266.140625
	Iteration 41Q: 3 clusters Score -2233190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2233197.500000 Penalty: 3266.140625
	Iteration 42Q: 3 clusters Score -2233198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2233204.250000 Penalty: 3266.140625
	Iteration 43Q: 3 clusters Score -2233204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2233208.750000 Penalty: 3266.140625
	Iteration 44Q: 3 clusters Score -2233209 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2233216.500000 Penalty: 3266.140625
	Iteration 45Q: 3 clusters Score -2233216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2233218.750000 Penalty: 3266.140625
	Iteration 46Q: 3 clusters Score -2233219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2233222.500000 Penalty: 3266.140625
	Iteration 47Q: 3 clusters Score -2233222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2233226.500000 Penalty: 3266.140625
	Iteration 48Q: 3 clusters Score -2233226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2233227.750000 Penalty: 3266.140625
	Iteration 49Q: 3 clusters Score -2233228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2233228.250000 Penalty: 3266.140625
	Iteration 50Q: 3 clusters Score -2233228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2233231.250000 Penalty: 3266.140625
	Iteration 51Q: 3 clusters Score -2233231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2233239.000000 Penalty: 3266.140625
	Iteration 52Q: 3 clusters Score -2233239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2233234.000000 Penalty: 3266.140625
	Iteration 53Q: 3 clusters Score -2233234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2233234.000000 Penalty: 3266.140625
	Iteration 54Q: 3 clusters Score -2233234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2233230.000000 Penalty: 3266.140625
	Iteration 55Q: 3 clusters Score -2233230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2233233.750000 Penalty: 3266.140625
	Iteration 56Q: 3 clusters Score -2233234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2233222.250000 Penalty: 3266.140625
	Iteration 57Q: 3 clusters Score -2233222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2233228.750000 Penalty: 3266.140625
	Iteration 58Q: 3 clusters Score -2233229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2233234.250000 Penalty: 3266.140625
	Iteration 59Q: 3 clusters Score -2233234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2233236.500000 Penalty: 3266.140625
	Iteration 60F: 3 clusters Score -2233236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2233243.000000 Penalty: 3266.140625
	Iteration 61Q: 3 clusters Score -2233243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2233242.250000 Penalty: 3266.140625
	Iteration 62Q: 3 clusters Score -2233242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2233247.000000 Penalty: 3266.140625
	Iteration 63Q: 3 clusters Score -2233247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2233245.000000 Penalty: 3266.140625
	Iteration 64Q: 3 clusters Score -2233245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2233250.750000 Penalty: 3266.140625
	Iteration 65Q: 3 clusters Score -2233251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2233247.500000 Penalty: 3266.140625
	Iteration 66Q: 3 clusters Score -2233248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2233250.500000 Penalty: 3266.140625
	Iteration 67Q: 3 clusters Score -2233250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2233254.750000 Penalty: 3266.140625
	Iteration 68Q: 3 clusters Score -2233255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2233253.750000 Penalty: 3266.140625
	Iteration 69Q: 3 clusters Score -2233254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2233259.000000 Penalty: 3266.140625
	Iteration 70Q: 3 clusters Score -2233259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2233260.250000 Penalty: 3266.140625
	Iteration 71Q: 3 clusters Score -2233260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2233264.500000 Penalty: 3266.140625
	Iteration 72Q: 3 clusters Score -2233264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2233263.750000 Penalty: 3266.140625
	Iteration 73Q: 3 clusters Score -2233264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2233275.000000 Penalty: 3266.140625
	Iteration 74Q: 3 clusters Score -2233275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2233275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2233282.750000 Penalty: 3266.140625
	Iteration 76Q: 3 clusters Score -2233283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2233283.750000 Penalty: 3266.140625
	Iteration 77Q: 3 clusters Score -2233284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2233283.250000 Penalty: 3266.140625
	Iteration 78Q: 3 clusters Score -2233283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2233281.500000 Penalty: 3266.140625
	Iteration 79Q: 3 clusters Score -2233282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2233281.000000 Penalty: 3266.140625
	Iteration 80F: 3 clusters Score -2233281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2233288.500000 Penalty: 3266.140625
	Iteration 81Q: 3 clusters Score -2233288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2233289.500000 Penalty: 3266.140625
	Iteration 82Q: 3 clusters Score -2233290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2233291.750000 Penalty: 3266.140625
	Iteration 83Q: 3 clusters Score -2233292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2233288.250000 Penalty: 3266.140625
	Iteration 84Q: 3 clusters Score -2233288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2233287.500000 Penalty: 3266.140625
	Iteration 85Q: 3 clusters Score -2233288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2233289.250000 Penalty: 3266.140625
	Iteration 86Q: 3 clusters Score -2233289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2233291.250000 Penalty: 3266.140625
	Iteration 87Q: 3 clusters Score -2233291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2233301.250000 Penalty: 3266.140625
	Iteration 88Q: 3 clusters Score -2233301 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2233305.500000 Penalty: 3266.140625
	Iteration 89Q: 3 clusters Score -2233306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2233315.500000 Penalty: 3266.140625
	Iteration 90Q: 3 clusters Score -2233316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2233311.750000 Penalty: 3266.140625
	Iteration 91Q: 3 clusters Score -2233312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2233312.250000 Penalty: 3266.140625
	Iteration 92Q: 3 clusters Score -2233312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2233313.500000 Penalty: 3266.140625
	Iteration 93Q: 3 clusters Score -2233314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2233318.000000 Penalty: 3266.140625
	Iteration 94Q: 3 clusters Score -2233318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2233321.750000 Penalty: 3266.140625
	Iteration 95Q: 3 clusters Score -2233322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2233324.250000 Penalty: 3266.140625
	Iteration 96Q: 3 clusters Score -2233324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2233328.000000 Penalty: 3266.140625
	Iteration 97Q: 3 clusters Score -2233328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2233334.250000 Penalty: 3266.140625
	Iteration 98Q: 3 clusters Score -2233334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2233345.250000 Penalty: 3266.140625
	Iteration 99Q: 3 clusters Score -2233345 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2233351.750000 Penalty: 3266.140625
	Iteration 100F: 3 clusters Score -2233352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2233363.750000 Penalty: 3266.140625
	Iteration 101Q: 3 clusters Score -2233364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2233366.500000 Penalty: 3266.140625
	Iteration 102Q: 3 clusters Score -2233366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2233379.750000 Penalty: 3266.140625
	Iteration 103Q: 3 clusters Score -2233380 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2233395.000000 Penalty: 3266.140625
	Iteration 104Q: 3 clusters Score -2233395 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2233412 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2233436 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2233452.500000 Penalty: 3266.140625
	Iteration 107Q: 3 clusters Score -2233452 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2233470.750000 Penalty: 3266.140625
	Iteration 108Q: 3 clusters Score -2233471 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2233491.000000 Penalty: 3266.140625
	Iteration 109Q: 3 clusters Score -2233491 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2233512 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2233553.250000 Penalty: 3266.140625
	Iteration 111Q: 3 clusters Score -2233553 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2233582.000000 Penalty: 3266.140625
	Iteration 112Q: 3 clusters Score -2233582 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2233612.250000 Penalty: 3266.140625
	Iteration 113Q: 3 clusters Score -2233612 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2233644.500000 Penalty: 3266.140625
	Iteration 114Q: 3 clusters Score -2233644 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2233684 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2233731.750000 Penalty: 3266.140625
	Iteration 116Q: 3 clusters Score -2233732 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2233768 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2233831 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2233886.500000 Penalty: 3266.140625
	Iteration 119Q: 3 clusters Score -2233886 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2233942.500000 Penalty: 3266.140625
	Iteration 120F: 3 clusters Score -2233942 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2233999 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2234050.250000 Penalty: 3266.140625
	Iteration 122Q: 3 clusters Score -2234050 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2234117.000000 Penalty: 3266.140625
	Iteration 123Q: 3 clusters Score -2234117 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2234177.250000 Penalty: 3266.140625
	Iteration 124Q: 3 clusters Score -2234177 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2234244.250000 Penalty: 3266.140625
	Iteration 125Q: 3 clusters Score -2234244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2234312 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2234374.000000 Penalty: 3266.140625
	Iteration 127Q: 3 clusters Score -2234374 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2234446 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2234523.500000 Penalty: 3266.140625
	Iteration 129Q: 3 clusters Score -2234524 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2234587 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2234660 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2234722.750000 Penalty: 3266.140625
	Iteration 132Q: 3 clusters Score -2234723 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2234770.000000 Penalty: 3266.140625
	Iteration 133Q: 3 clusters Score -2234770 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2234816 nChanged 130
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Mstep: Class 1 contains 21537 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2234868 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2234924.000000 Penalty: 3266.140625
	Iteration 136Q: 3 clusters Score -2234924 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2234973.250000 Penalty: 3266.140625
	Iteration 137Q: 3 clusters Score -2234973 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2235018.250000 Penalty: 3266.140625
	Iteration 138Q: 3 clusters Score -2235018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2235054.250000 Penalty: 3266.140625
	Iteration 139Q: 3 clusters Score -2235054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2235083.750000 Penalty: 3266.140625
	Iteration 140F: 3 clusters Score -2235084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2235110.750000 Penalty: 3266.140625
	Iteration 141Q: 3 clusters Score -2235111 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2235139.500000 Penalty: 3266.140625
	Iteration 142Q: 3 clusters Score -2235140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2235174.000000 Penalty: 3266.140625
	Iteration 143Q: 3 clusters Score -2235174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2235208.250000 Penalty: 3266.140625
	Iteration 144Q: 3 clusters Score -2235208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2235238.250000 Penalty: 3266.140625
	Iteration 145Q: 3 clusters Score -2235238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2235260.500000 Penalty: 3266.140625
	Iteration 146Q: 3 clusters Score -2235260 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2235280.500000 Penalty: 3266.140625
	Iteration 147Q: 3 clusters Score -2235280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2235297.250000 Penalty: 3266.140625
	Iteration 148Q: 3 clusters Score -2235297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2235315.000000 Penalty: 3266.140625
	Iteration 149Q: 3 clusters Score -2235315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2235340.000000 Penalty: 3266.140625
	Iteration 150Q: 3 clusters Score -2235340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2235364.250000 Penalty: 3266.140625
	Iteration 151Q: 3 clusters Score -2235364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2235381.000000 Penalty: 3266.140625
	Iteration 152Q: 3 clusters Score -2235381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2235395.250000 Penalty: 3266.140625
	Iteration 153Q: 3 clusters Score -2235395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2235409.750000 Penalty: 3266.140625
	Iteration 154Q: 3 clusters Score -2235410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2235413.750000 Penalty: 3266.140625
	Iteration 155Q: 3 clusters Score -2235414 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2235417.750000 Penalty: 3266.140625
	Iteration 156Q: 3 clusters Score -2235418 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2235426.500000 Penalty: 3266.140625
	Iteration 157Q: 3 clusters Score -2235426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2235433.250000 Penalty: 3266.140625
	Iteration 158Q: 3 clusters Score -2235433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2235445.250000 Penalty: 3266.140625
	Iteration 159Q: 3 clusters Score -2235445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2235449.000000 Penalty: 3266.140625
	Iteration 160F: 3 clusters Score -2235449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2235451.000000 Penalty: 3266.140625
	Iteration 161Q: 3 clusters Score -2235451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2235454.250000 Penalty: 3266.140625
	Iteration 162Q: 3 clusters Score -2235454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2235457.500000 Penalty: 3266.140625
	Iteration 163Q: 3 clusters Score -2235458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2235460.000000 Penalty: 3266.140625
	Iteration 164Q: 3 clusters Score -2235460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2235462.500000 Penalty: 3266.140625
	Iteration 165Q: 3 clusters Score -2235462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2235460.250000 Penalty: 3266.140625
	Iteration 166Q: 3 clusters Score -2235460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2235462.500000 Penalty: 3266.140625
	Iteration 167Q: 3 clusters Score -2235462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2235462.500000 Penalty: 3266.140625
	Iteration 168F: 3 clusters Score -2235462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -8760.243164 Penalty: 776.607544
	Iteration 0F: 2 clusters Score -8760.243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8168.275391 Penalty: 1553.215088
	Iteration 0F: 3 clusters Score -8168.275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8222.047852 Penalty: 1553.215088
	Iteration 1F: 3 clusters Score -8222.048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8233.532227 Penalty: 1553.215088
	Iteration 2Q: 3 clusters Score -8233.532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8233.532227 Penalty: 1553.215088
	Iteration 3F: 3 clusters Score -8233.532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Entering Unmasked Estep 
Score: -1755453.250000 Penalty: 1598.820557
	Iteration 0F: 2 clusters Score -1755453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1742677.625000 Penalty: 3197.641113
	Iteration 0F: 3 clusters Score -1742678 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1747246.375000 Penalty: 3197.641113
	Iteration 1F: 3 clusters Score -1747246 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1747572.000000 Penalty: 3197.641113
	Iteration 2F: 3 clusters Score -1747572 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1747865.250000 Penalty: 3197.641113
	Iteration 3Q: 3 clusters Score -1747865 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1748174.125000 Penalty: 3197.641113
	Iteration 4Q: 3 clusters Score -1748174 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1748513.000000 Penalty: 3197.641113
	Iteration 5Q: 3 clusters Score -1748513 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1748888.500000 Penalty: 3197.641113
	Iteration 6Q: 3 clusters Score -1748888 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1749304.500000 Penalty: 3197.641113
	Iteration 7Q: 3 clusters Score -1749304 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1749742.500000 Penalty: 3197.641113
	Iteration 8Q: 3 clusters Score -1749742 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1750291.125000 Penalty: 3197.641113
	Iteration 9Q: 3 clusters Score -1750291 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1750939.375000 Penalty: 3197.641113
	Iteration 10F: 3 clusters Score -1750939 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1751557.250000 Penalty: 3197.641113
	Iteration 11Q: 3 clusters Score -1751557 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1752062.125000 Penalty: 3197.641113
	Iteration 12Q: 3 clusters Score -1752062 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1752394.125000 Penalty: 3197.641113
	Iteration 13Q: 3 clusters Score -1752394 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1752606.000000 Penalty: 3197.641113
	Iteration 14Q: 3 clusters Score -1752606 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1752743.250000 Penalty: 3197.641113
	Iteration 15Q: 3 clusters Score -1752743 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1752860.750000 Penalty: 3197.641113
	Iteration 16Q: 3 clusters Score -1752861 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1752970.375000 Penalty: 3197.641113
	Iteration 17Q: 3 clusters Score -1752970 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1753071.250000 Penalty: 3197.641113
	Iteration 18Q: 3 clusters Score -1753071 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1753157.875000 Penalty: 3197.641113
	Iteration 19Q: 3 clusters Score -1753158 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1753223.375000 Penalty: 3197.641113
	Iteration 20F: 3 clusters Score -1753223 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1753282.000000 Penalty: 3197.641113
	Iteration 21Q: 3 clusters Score -1753282 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1753327.875000 Penalty: 3197.641113
	Iteration 22Q: 3 clusters Score -1753328 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1753363.250000 Penalty: 3197.641113
	Iteration 23Q: 3 clusters Score -1753363 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1753393.250000 Penalty: 3197.641113
	Iteration 24Q: 3 clusters Score -1753393 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1753421.125000 Penalty: 3197.641113
	Iteration 25Q: 3 clusters Score -1753421 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1753438.000000 Penalty: 3197.641113
	Iteration 26Q: 3 clusters Score -1753438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1753456.500000 Penalty: 3197.641113
	Iteration 27Q: 3 clusters Score -1753456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1753477.000000 Penalty: 3197.641113
	Iteration 28Q: 3 clusters Score -1753477 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1753498.375000 Penalty: 3197.641113
	Iteration 29Q: 3 clusters Score -1753498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1753524.375000 Penalty: 3197.641113
	Iteration 30Q: 3 clusters Score -1753524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1753533.750000 Penalty: 3197.641113
	Iteration 31Q: 3 clusters Score -1753534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1753538.500000 Penalty: 3197.641113
	Iteration 32Q: 3 clusters Score -1753538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1753537.875000 Penalty: 3197.641113
	Iteration 33Q: 3 clusters Score -1753538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1753544.625000 Penalty: 3197.641113
	Iteration 34Q: 3 clusters Score -1753545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1753544.375000 Penalty: 3197.641113
	Iteration 35Q: 3 clusters Score -1753544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1753548.000000 Penalty: 3197.641113
	Iteration 36Q: 3 clusters Score -1753548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1753553.250000 Penalty: 3197.641113
	Iteration 37Q: 3 clusters Score -1753553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1753552.750000 Penalty: 3197.641113
	Iteration 38Q: 3 clusters Score -1753553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1753553.375000 Penalty: 3197.641113
	Iteration 39Q: 3 clusters Score -1753553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1753555.250000 Penalty: 3197.641113
	Iteration 40F: 3 clusters Score -1753555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1753556.750000 Penalty: 3197.641113
	Iteration 41Q: 3 clusters Score -1753557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1753556.250000 Penalty: 3197.641113
	Iteration 42Q: 3 clusters Score -1753556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1753557.750000 Penalty: 3197.641113
	Iteration 43Q: 3 clusters Score -1753558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1753555.875000 Penalty: 3197.641113
	Iteration 44Q: 3 clusters Score -1753556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1753559.000000 Penalty: 3197.641113
	Iteration 45Q: 3 clusters Score -1753559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1753560.250000 Penalty: 3197.641113
	Iteration 46Q: 3 clusters Score -1753560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1753559.000000 Penalty: 3197.641113
	Iteration 47Q: 3 clusters Score -1753559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1753561.500000 Penalty: 3197.641113
	Iteration 48Q: 3 clusters Score -1753562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1753561.500000 Penalty: 3197.641113
	Iteration 49F: 3 clusters Score -1753562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -547369.437500 Penalty: 1406.302490
	Iteration 0F: 2 clusters Score -547369.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -542893.875000 Penalty: 2812.604980
	Iteration 0F: 3 clusters Score -542893.9 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -544116.562500 Penalty: 2812.604980
	Iteration 1F: 3 clusters Score -544116.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -544288.562500 Penalty: 2812.604980
	Iteration 2F: 3 clusters Score -544288.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -544417.562500 Penalty: 2812.604980
	Iteration 3F: 3 clusters Score -544417.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -544516.562500 Penalty: 2812.604980
	Iteration 4Q: 3 clusters Score -544516.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -544596.687500 Penalty: 2812.604980
	Iteration 5Q: 3 clusters Score -544596.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -544662.500000 Penalty: 2812.604980
	Iteration 6Q: 3 clusters Score -544662.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -544736.812500 Penalty: 2812.604980
	Iteration 7Q: 3 clusters Score -544736.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -544820.000000 Penalty: 2812.604980
	Iteration 8Q: 3 clusters Score -544820 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -544926.125000 Penalty: 2812.604980
	Iteration 9Q: 3 clusters Score -544926.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -545024.312500 Penalty: 2812.604980
	Iteration 10Q: 3 clusters Score -545024.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -545133.625000 Penalty: 2812.604980
	Iteration 11Q: 3 clusters Score -545133.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -545249.687500 Penalty: 2812.604980
	Iteration 12Q: 3 clusters Score -545249.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -545364.437500 Penalty: 2812.604980
	Iteration 13Q: 3 clusters Score -545364.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -545498.562500 Penalty: 2812.604980
	Iteration 14Q: 3 clusters Score -545498.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -545625.000000 Penalty: 2812.604980
	Iteration 15Q: 3 clusters Score -545625 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -545736.875000 Penalty: 2812.604980
	Iteration 16Q: 3 clusters Score -545736.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -545843.750000 Penalty: 2812.604980
	Iteration 17Q: 3 clusters Score -545843.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -545948.500000 Penalty: 2812.604980
	Iteration 18Q: 3 clusters Score -545948.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -546021.000000 Penalty: 2812.604980
	Iteration 19Q: 3 clusters Score -546021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -546073.000000 Penalty: 2812.604980
	Iteration 20F: 3 clusters Score -546073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -546103.312500 Penalty: 2812.604980
	Iteration 21Q: 3 clusters Score -546103.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -546126.187500 Penalty: 2812.604980
	Iteration 22Q: 3 clusters Score -546126.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -546147.125000 Penalty: 2812.604980
	Iteration 23Q: 3 clusters Score -546147.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -546157.750000 Penalty: 2812.604980
	Iteration 24Q: 3 clusters Score -546157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -546165.750000 Penalty: 2812.604980
	Iteration 25Q: 3 clusters Score -546165.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -546175.562500 Penalty: 2812.604980
	Iteration 26Q: 3 clusters Score -546175.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -546187.000000 Penalty: 2812.604980
	Iteration 27Q: 3 clusters Score -546187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -546197.750000 Penalty: 2812.604980
	Iteration 28Q: 3 clusters Score -546197.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -546208.562500 Penalty: 2812.604980
	Iteration 29Q: 3 clusters Score -546208.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -546216.562500 Penalty: 2812.604980
	Iteration 30Q: 3 clusters Score -546216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -546218.625000 Penalty: 2812.604980
	Iteration 31Q: 3 clusters Score -546218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -546219.187500 Penalty: 2812.604980
	Iteration 32Q: 3 clusters Score -546219.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -546219.187500 Penalty: 2812.604980
	Iteration 33F: 3 clusters Score -546219.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (74898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Entering Unmasked Estep 
Score: -7166896.000000 Penalty: 1823.880981
	Iteration 0F: 2 clusters Score -7166896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -7116830.500000 Penalty: 3647.761963
	Iteration 0F: 3 clusters Score -7116830 nChanged 35586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -7137148.500000 Penalty: 3647.761963
	Iteration 1F: 3 clusters Score -7137148 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -7137703.500000 Penalty: 3647.761963
	Iteration 2Q: 3 clusters Score -7137704 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -7138433.000000 Penalty: 3647.761963
	Iteration 3Q: 3 clusters Score -7138433 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -7139716.500000 Penalty: 3647.761963
	Iteration 4Q: 3 clusters Score -7139716 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -7141871.500000 Penalty: 3647.761963
	Iteration 5F: 3 clusters Score -7141872 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -7145624.000000 Penalty: 3647.761963
	Iteration 6F: 3 clusters Score -7145624 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -7151228.000000 Penalty: 3647.761963
	Iteration 7F: 3 clusters Score -7151228 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -7157251.000000 Penalty: 3647.761963
	Iteration 8F: 3 clusters Score -7157251 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -7161342.000000 Penalty: 3647.761963
	Iteration 9F: 3 clusters Score -7161342 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -7163455.500000 Penalty: 3647.761963
	Iteration 10Q: 3 clusters Score -7163456 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7164479.000000 Penalty: 3647.761963
	Iteration 11Q: 3 clusters Score -7164479 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7165028.500000 Penalty: 3647.761963
	Iteration 12Q: 3 clusters Score -7165028 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7165339.000000 Penalty: 3647.761963
	Iteration 13Q: 3 clusters Score -7165339 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -7165538.500000 Penalty: 3647.761963
	Iteration 14Q: 3 clusters Score -7165538 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7165645.500000 Penalty: 3647.761963
	Iteration 15Q: 3 clusters Score -7165646 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7165748.500000 Penalty: 3647.761963
	Iteration 16Q: 3 clusters Score -7165748 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7165805.000000 Penalty: 3647.761963
	Iteration 17Q: 3 clusters Score -7165805 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7165848.500000 Penalty: 3647.761963
	Iteration 18Q: 3 clusters Score -7165848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73131 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7165889.500000 Penalty: 3647.761963
	Iteration 19Q: 3 clusters Score -7165890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7165894.000000 Penalty: 3647.761963
	Iteration 20F: 3 clusters Score -7165894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7165931.000000 Penalty: 3647.761963
	Iteration 21Q: 3 clusters Score -7165931 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7165939.000000 Penalty: 3647.761963
	Iteration 22Q: 3 clusters Score -7165939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73051 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -7165954.500000 Penalty: 3647.761963
	Iteration 23Q: 3 clusters Score -7165954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7165960.000000 Penalty: 3647.761963
	Iteration 24Q: 3 clusters Score -7165960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7165956.500000 Penalty: 3647.761963
	Iteration 25Q: 3 clusters Score -7165956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7165968.500000 Penalty: 3647.761963
	Iteration 26Q: 3 clusters Score -7165968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7165971.000000 Penalty: 3647.761963
	Iteration 27Q: 3 clusters Score -7165971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7165957.500000 Penalty: 3647.761963
	Iteration 28Q: 3 clusters Score -7165958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7165964.500000 Penalty: 3647.761963
	Iteration 29Q: 3 clusters Score -7165964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7165964.000000 Penalty: 3647.761963
	Iteration 30Q: 3 clusters Score -7165964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7165964.000000 Penalty: 3647.761963
	Iteration 31Q: 3 clusters Score -7165964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7165972.500000 Penalty: 3647.761963
	Iteration 32Q: 3 clusters Score -7165972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7165973.000000 Penalty: 3647.761963
	Iteration 33Q: 3 clusters Score -7165973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7165973.000000 Penalty: 3647.761963
	Iteration 34Q: 3 clusters Score -7165973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7165970.500000 Penalty: 3647.761963
	Iteration 35Q: 3 clusters Score -7165970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7165974.500000 Penalty: 3647.761963
	Iteration 36Q: 3 clusters Score -7165974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7165974.500000 Penalty: 3647.761963
	Iteration 37Q: 3 clusters Score -7165974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7165974.500000 Penalty: 3647.761963
	Iteration 38F: 3 clusters Score -7165974 nChanged 0
--- Evaluating fit on full set of 1442918 points ---
Entering Unmasked Estep 
Score: -134569424.000000 Penalty: 55310.496094
21->25 Clusters: Score -134569424.000000, best is -134580384.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 480972 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 23191 members 
Mstep: Class 3 contains 22947 members 
Mstep: Class 4 contains 23028 members 
Mstep: Class 5 contains 22863 members 
Mstep: Class 6 contains 22712 members 
Mstep: Class 7 contains 22740 members 
Mstep: Class 8 contains 22983 members 
Mstep: Class 9 contains 22999 members 
Mstep: Class 10 contains 22773 members 
Mstep: Class 11 contains 23175 members 
Mstep: Class 12 contains 22577 members 
Mstep: Class 13 contains 22888 members 
Mstep: Class 14 contains 22870 members 
Mstep: Class 15 contains 23025 members 
Mstep: Class 16 contains 22801 members 
Mstep: Class 17 contains 23158 members 
Mstep: Class 18 contains 22675 members 
Mstep: Class 19 contains 22872 members 
Mstep: Class 20 contains 22808 members 
Mstep: Class 21 contains 22952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 375.899200 but Gain 2126.078125
Score: -42435004.000000 Penalty: 42521.585938
Iteration 0F: 21 clusters Score -4.2435e+07 nChanged 454584
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 18170 members 
Mstep: Class 3 contains 23599 members 
Mstep: Class 4 contains 22854 members 
Mstep: Class 5 contains 22016 members 
Mstep: Class 6 contains 19913 members 
Mstep: Class 7 contains 27353 members 
Mstep: Class 8 contains 10582 members 
Mstep: Class 9 contains 34317 members 
Mstep: Class 11 contains 47223 members 
Mstep: Class 12 contains 27974 members 
Mstep: Class 13 contains 14611 members 
Mstep: Class 14 contains 11625 members 
Mstep: Class 15 contains 13978 members 
Mstep: Class 16 contains 19970 members 
Mstep: Class 17 contains 41484 members 
Mstep: Class 18 contains 18659 members 
Mstep: Class 19 contains 17655 members 
Mstep: Class 20 contains 29415 members 
Mstep: Class 21 contains 44420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43636416.000000 Penalty: 42521.585938
Iteration 1F: 21 clusters Score -4.363642e+07 nChanged 180930
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 14190 members 
Mstep: Class 3 contains 17866 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 23338 members 
Mstep: Class 6 contains 20000 members 
Mstep: Class 7 contains 18918 members 
Mstep: Class 8 contains 8650 members 
Mstep: Class 9 contains 35272 members 
Mstep: Class 11 contains 46759 members 
Mstep: Class 12 contains 33109 members 
Mstep: Class 13 contains 12748 members 
Mstep: Class 14 contains 6598 members 
Mstep: Class 15 contains 10901 members 
Mstep: Class 16 contains 22385 members 
Mstep: Class 17 contains 54655 members 
Mstep: Class 18 contains 21630 members 
Mstep: Class 19 contains 15193 members 
Mstep: Class 20 contains 37373 members 
Mstep: Class 21 contains 52963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44006752.000000 Penalty: 42521.585938
Iteration 2F: 21 clusters Score -4.400675e+07 nChanged 136687
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8160 members 
Mstep: Class 3 contains 12963 members 
Mstep: Class 4 contains 20910 members 
Mstep: Class 5 contains 22792 members 
Mstep: Class 6 contains 22021 members 
Mstep: Class 7 contains 12113 members 
Mstep: Class 8 contains 6668 members 
Mstep: Class 9 contains 33901 members 
Mstep: Class 11 contains 58761 members 
Mstep: Class 12 contains 36465 members 
Mstep: Class 13 contains 11698 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 8558 members 
Mstep: Class 16 contains 21401 members 
Mstep: Class 17 contains 63270 members 
Mstep: Class 18 contains 27669 members 
Mstep: Class 19 contains 11688 members 
Mstep: Class 20 contains 43110 members 
Mstep: Class 21 contains 51298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44268880.000000 Penalty: 42521.585938
Iteration 3F: 21 clusters Score -4.426888e+07 nChanged 103548
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 22160 members 
Mstep: Class 5 contains 19100 members 
Mstep: Class 6 contains 24871 members 
Mstep: Class 7 contains 7873 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 29564 members 
Mstep: Class 11 contains 77963 members 
Mstep: Class 12 contains 35112 members 
Mstep: Class 13 contains 10797 members 
Mstep: Class 14 contains 3635 members 
Mstep: Class 15 contains 8041 members 
Mstep: Class 16 contains 19400 members 
Mstep: Class 17 contains 68726 members 
Mstep: Class 18 contains 27869 members 
Mstep: Class 19 contains 8321 members 
Mstep: Class 20 contains 51104 members 
Mstep: Class 21 contains 46010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1530.304321 but Gain 2126.078125
Score: -44409920.000000 Penalty: 40395.507812
Iteration 4F: 20 clusters Score -4.440992e+07 nChanged 78484
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 23252 members 
Mstep: Class 5 contains 14822 members 
Mstep: Class 6 contains 24333 members 
Mstep: Class 7 contains 5648 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 26088 members 
Mstep: Class 11 contains 91587 members 
Mstep: Class 12 contains 30797 members 
Mstep: Class 13 contains 9747 members 
Mstep: Class 14 contains 3573 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 17140 members 
Mstep: Class 17 contains 75538 members 
Mstep: Class 18 contains 24741 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 58309 members 
Mstep: Class 21 contains 45611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44499896.000000 Penalty: 40395.507812
Iteration 5F: 20 clusters Score -4.44999e+07 nChanged 60665
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 3 contains 12475 members 
Mstep: Class 4 contains 24347 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 21309 members 
Mstep: Class 7 contains 4255 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 23215 members 
Mstep: Class 11 contains 100895 members 
Mstep: Class 12 contains 26204 members 
Mstep: Class 13 contains 8253 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 9109 members 
Mstep: Class 16 contains 14239 members 
Mstep: Class 17 contains 81523 members 
Mstep: Class 18 contains 21048 members 
Mstep: Class 19 contains 3741 members 
Mstep: Class 20 contains 65645 members 
Mstep: Class 21 contains 46235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44574268.000000 Penalty: 40395.507812
Iteration 6F: 20 clusters Score -4.457427e+07 nChanged 49845
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 3 contains 15152 members 
Mstep: Class 4 contains 24855 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 17189 members 
Mstep: Class 7 contains 3599 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 20927 members 
Mstep: Class 11 contains 106677 members 
Mstep: Class 12 contains 22672 members 
Mstep: Class 13 contains 6323 members 
Mstep: Class 14 contains 3582 members 
Mstep: Class 15 contains 9162 members 
Mstep: Class 16 contains 11212 members 
Mstep: Class 17 contains 84643 members 
Mstep: Class 18 contains 18080 members 
Mstep: Class 19 contains 2627 members 
Mstep: Class 20 contains 74237 members 
Mstep: Class 21 contains 47904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44650212.000000 Penalty: 40395.507812
Iteration 7F: 20 clusters Score -4.465021e+07 nChanged 40155
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 3 contains 17007 members 
Mstep: Class 4 contains 25036 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 13011 members 
Mstep: Class 7 contains 3291 members 
Mstep: Class 8 contains 1475 members 
Mstep: Class 9 contains 20198 members 
Mstep: Class 11 contains 108991 members 
Mstep: Class 12 contains 20204 members 
Mstep: Class 13 contains 4856 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 9087 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 82474 members 
Mstep: Class 18 contains 16349 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 20 contains 82602 members 
Mstep: Class 21 contains 53227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1656.102417 but Gain 2126.082031
Score: -44697540.000000 Penalty: 38269.425781
Iteration 8F: 19 clusters Score -4.469754e+07 nChanged 31441
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 3 contains 18125 members 
Mstep: Class 4 contains 24763 members 
Mstep: Class 5 contains 5620 members 
Mstep: Class 6 contains 9901 members 
Mstep: Class 7 contains 3028 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 22937 members 
Mstep: Class 11 contains 109493 members 
Mstep: Class 12 contains 18476 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 3081 members 
Mstep: Class 15 contains 9008 members 
Mstep: Class 16 contains 6873 members 
Mstep: Class 17 contains 77969 members 
Mstep: Class 18 contains 15514 members 
Mstep: Class 20 contains 89917 members 
Mstep: Class 21 contains 57383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44725180.000000 Penalty: 38269.425781
Iteration 9F: 19 clusters Score -4.472518e+07 nChanged 22517
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 3 contains 18920 members 
Mstep: Class 4 contains 24318 members 
Mstep: Class 5 contains 5239 members 
Mstep: Class 6 contains 8129 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 23956 members 
Mstep: Class 11 contains 109221 members 
Mstep: Class 12 contains 16957 members 
Mstep: Class 13 contains 4308 members 
Mstep: Class 14 contains 2834 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 17 contains 72593 members 
Mstep: Class 18 contains 15093 members 
Mstep: Class 20 contains 96234 members 
Mstep: Class 21 contains 60732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44741968.000000 Penalty: 38269.425781
Iteration 10Q: 19 clusters Score -4.474197e+07 nChanged 17841
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 3 contains 19634 members 
Mstep: Class 4 contains 23733 members 
Mstep: Class 5 contains 4998 members 
Mstep: Class 6 contains 7320 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 1407 members 
Mstep: Class 9 contains 24414 members 
Mstep: Class 11 contains 108555 members 
Mstep: Class 12 contains 15734 members 
Mstep: Class 13 contains 4324 members 
Mstep: Class 14 contains 2673 members 
Mstep: Class 15 contains 9046 members 
Mstep: Class 16 contains 5165 members 
Mstep: Class 17 contains 66984 members 
Mstep: Class 18 contains 14854 members 
Mstep: Class 20 contains 102156 members 
Mstep: Class 21 contains 63387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44756240.000000 Penalty: 38269.425781
Iteration 11Q: 19 clusters Score -4.475624e+07 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 3 contains 20294 members 
Mstep: Class 4 contains 23063 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 7035 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 24552 members 
Mstep: Class 11 contains 107605 members 
Mstep: Class 12 contains 14930 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 9141 members 
Mstep: Class 16 contains 4776 members 
Mstep: Class 17 contains 62501 members 
Mstep: Class 18 contains 14686 members 
Mstep: Class 20 contains 107276 members 
Mstep: Class 21 contains 65204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44768952.000000 Penalty: 38269.425781
Iteration 12Q: 19 clusters Score -4.476895e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 3 contains 20896 members 
Mstep: Class 4 contains 22401 members 
Mstep: Class 5 contains 4637 members 
Mstep: Class 6 contains 7041 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 24445 members 
Mstep: Class 11 contains 106611 members 
Mstep: Class 12 contains 14501 members 
Mstep: Class 13 contains 4347 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 9285 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 17 contains 60066 members 
Mstep: Class 18 contains 14580 members 
Mstep: Class 20 contains 110696 members 
Mstep: Class 21 contains 66199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44776804.000000 Penalty: 38269.425781
Iteration 13Q: 19 clusters Score -4.47768e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 3 contains 21478 members 
Mstep: Class 4 contains 21862 members 
Mstep: Class 5 contains 4461 members 
Mstep: Class 6 contains 7213 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 1511 members 
Mstep: Class 9 contains 24246 members 
Mstep: Class 11 contains 105651 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 2613 members 
Mstep: Class 15 contains 9448 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 59117 members 
Mstep: Class 18 contains 14493 members 
Mstep: Class 20 contains 112186 members 
Mstep: Class 21 contains 66946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44780352.000000 Penalty: 38269.425781
Iteration 14Q: 19 clusters Score -4.478035e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 3 contains 22048 members 
Mstep: Class 4 contains 21419 members 
Mstep: Class 5 contains 4237 members 
Mstep: Class 6 contains 7468 members 
Mstep: Class 7 contains 2074 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 24055 members 
Mstep: Class 11 contains 104695 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 4219 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 9616 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 58608 members 
Mstep: Class 18 contains 14446 members 
Mstep: Class 20 contains 112846 members 
Mstep: Class 21 contains 67682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44782520.000000 Penalty: 38269.425781
Iteration 15Q: 19 clusters Score -4.478252e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 3 contains 22639 members 
Mstep: Class 4 contains 21048 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 23890 members 
Mstep: Class 11 contains 103828 members 
Mstep: Class 12 contains 14535 members 
Mstep: Class 13 contains 4136 members 
Mstep: Class 14 contains 2989 members 
Mstep: Class 15 contains 9769 members 
Mstep: Class 16 contains 3422 members 
Mstep: Class 17 contains 58109 members 
Mstep: Class 18 contains 14418 members 
Mstep: Class 20 contains 113211 members 
Mstep: Class 21 contains 68396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44784184.000000 Penalty: 38269.425781
Iteration 16Q: 19 clusters Score -4.478418e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 3 contains 23193 members 
Mstep: Class 4 contains 20736 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 7933 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 1684 members 
Mstep: Class 9 contains 23788 members 
Mstep: Class 11 contains 103084 members 
Mstep: Class 12 contains 14612 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 9950 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 57577 members 
Mstep: Class 18 contains 14385 members 
Mstep: Class 20 contains 113342 members 
Mstep: Class 21 contains 69099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44784876.000000 Penalty: 38269.425781
Iteration 17Q: 19 clusters Score -4.478488e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 3 contains 23717 members 
Mstep: Class 4 contains 20453 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 8218 members 
Mstep: Class 7 contains 1805 members 
Mstep: Class 8 contains 1730 members 
Mstep: Class 9 contains 23731 members 
Mstep: Class 11 contains 102406 members 
Mstep: Class 12 contains 14684 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 10104 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 17 contains 56974 members 
Mstep: Class 18 contains 14357 members 
Mstep: Class 20 contains 113372 members 
Mstep: Class 21 contains 69849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44785776.000000 Penalty: 38269.425781
Iteration 18Q: 19 clusters Score -4.478578e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 3 contains 24228 members 
Mstep: Class 4 contains 20253 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 1766 members 
Mstep: Class 8 contains 1779 members 
Mstep: Class 9 contains 23699 members 
Mstep: Class 11 contains 101789 members 
Mstep: Class 12 contains 14759 members 
Mstep: Class 13 contains 3843 members 
Mstep: Class 14 contains 3458 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 56366 members 
Mstep: Class 18 contains 14324 members 
Mstep: Class 20 contains 113286 members 
Mstep: Class 21 contains 70553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44786500.000000 Penalty: 38269.425781
Iteration 19Q: 19 clusters Score -4.47865e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 3 contains 24721 members 
Mstep: Class 4 contains 20085 members 
Mstep: Class 5 contains 3505 members 
Mstep: Class 6 contains 8745 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 1813 members 
Mstep: Class 9 contains 23678 members 
Mstep: Class 11 contains 101352 members 
Mstep: Class 12 contains 14849 members 
Mstep: Class 13 contains 3756 members 
Mstep: Class 14 contains 3586 members 
Mstep: Class 15 contains 10342 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 55743 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 20 contains 113059 members 
Mstep: Class 21 contains 71270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44787396.000000 Penalty: 38269.425781
Iteration 20F: 19 clusters Score -4.47874e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 3 contains 25197 members 
Mstep: Class 4 contains 19964 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 23650 members 
Mstep: Class 11 contains 100918 members 
Mstep: Class 12 contains 14950 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 3741 members 
Mstep: Class 15 contains 10492 members 
Mstep: Class 16 contains 2912 members 
Mstep: Class 17 contains 55076 members 
Mstep: Class 18 contains 14277 members 
Mstep: Class 20 contains 112685 members 
Mstep: Class 21 contains 72012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44788204.000000 Penalty: 38269.425781
Iteration 21Q: 19 clusters Score -4.47882e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 3 contains 25679 members 
Mstep: Class 4 contains 19881 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 9359 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 1877 members 
Mstep: Class 9 contains 23650 members 
Mstep: Class 11 contains 100565 members 
Mstep: Class 12 contains 15013 members 
Mstep: Class 13 contains 3539 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 10608 members 
Mstep: Class 16 contains 2853 members 
Mstep: Class 17 contains 54445 members 
Mstep: Class 18 contains 14262 members 
Mstep: Class 20 contains 112210 members 
Mstep: Class 21 contains 72706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44788880.000000 Penalty: 38269.425781
Iteration 22Q: 19 clusters Score -4.478888e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 3 contains 26128 members 
Mstep: Class 4 contains 19818 members 
Mstep: Class 5 contains 3147 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 23641 members 
Mstep: Class 11 contains 100231 members 
Mstep: Class 12 contains 15088 members 
Mstep: Class 13 contains 3436 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 10725 members 
Mstep: Class 16 contains 2814 members 
Mstep: Class 17 contains 53782 members 
Mstep: Class 18 contains 14250 members 
Mstep: Class 20 contains 111688 members 
Mstep: Class 21 contains 73406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44789920.000000 Penalty: 38269.425781
Iteration 23Q: 19 clusters Score -4.478992e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 3 contains 26554 members 
Mstep: Class 4 contains 19760 members 
Mstep: Class 5 contains 3006 members 
Mstep: Class 6 contains 10052 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 8 contains 1940 members 
Mstep: Class 9 contains 23643 members 
Mstep: Class 11 contains 100000 members 
Mstep: Class 12 contains 15148 members 
Mstep: Class 13 contains 3351 members 
Mstep: Class 14 contains 4314 members 
Mstep: Class 15 contains 10815 members 
Mstep: Class 16 contains 2771 members 
Mstep: Class 17 contains 53169 members 
Mstep: Class 18 contains 14238 members 
Mstep: Class 20 contains 111077 members 
Mstep: Class 21 contains 74066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44791176.000000 Penalty: 38269.425781
Iteration 24Q: 19 clusters Score -4.479118e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 3 contains 26962 members 
Mstep: Class 4 contains 19725 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 10404 members 
Mstep: Class 7 contains 1707 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 23647 members 
Mstep: Class 11 contains 99904 members 
Mstep: Class 12 contains 15204 members 
Mstep: Class 13 contains 3271 members 
Mstep: Class 14 contains 4490 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 52538 members 
Mstep: Class 18 contains 14226 members 
Mstep: Class 20 contains 110368 members 
Mstep: Class 21 contains 74724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44792004.000000 Penalty: 38269.425781
Iteration 25Q: 19 clusters Score -4.4792e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 3 contains 27352 members 
Mstep: Class 4 contains 19695 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 10769 members 
Mstep: Class 7 contains 1704 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 23645 members 
Mstep: Class 11 contains 99950 members 
Mstep: Class 12 contains 15235 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 10962 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 51917 members 
Mstep: Class 18 contains 14200 members 
Mstep: Class 20 contains 109594 members 
Mstep: Class 21 contains 75361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44792720.000000 Penalty: 38269.425781
Iteration 26Q: 19 clusters Score -4.479272e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 3 contains 27727 members 
Mstep: Class 4 contains 19670 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 11149 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 23655 members 
Mstep: Class 11 contains 100153 members 
Mstep: Class 12 contains 15251 members 
Mstep: Class 13 contains 3194 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 10993 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 51295 members 
Mstep: Class 18 contains 14176 members 
Mstep: Class 20 contains 108708 members 
Mstep: Class 21 contains 75988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44793452.000000 Penalty: 38269.425781
Iteration 27Q: 19 clusters Score -4.479345e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 3 contains 28060 members 
Mstep: Class 4 contains 19654 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 11499 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 23671 members 
Mstep: Class 11 contains 100572 members 
Mstep: Class 12 contains 15264 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 4709 members 
Mstep: Class 15 contains 10998 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 17 contains 50691 members 
Mstep: Class 18 contains 14142 members 
Mstep: Class 20 contains 107685 members 
Mstep: Class 21 contains 76597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44794612.000000 Penalty: 38269.425781
Iteration 28Q: 19 clusters Score -4.479461e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 3 contains 28342 members 
Mstep: Class 4 contains 19647 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 11837 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 2008 members 
Mstep: Class 9 contains 23676 members 
Mstep: Class 11 contains 101114 members 
Mstep: Class 12 contains 15262 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 10960 members 
Mstep: Class 16 contains 2670 members 
Mstep: Class 17 contains 50078 members 
Mstep: Class 18 contains 14112 members 
Mstep: Class 20 contains 106641 members 
Mstep: Class 21 contains 77216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44795468.000000 Penalty: 38269.425781
Iteration 29Q: 19 clusters Score -4.479547e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 3 contains 28613 members 
Mstep: Class 4 contains 19667 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 23705 members 
Mstep: Class 11 contains 101644 members 
Mstep: Class 12 contains 15276 members 
Mstep: Class 13 contains 3117 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 49454 members 
Mstep: Class 18 contains 14091 members 
Mstep: Class 20 contains 105550 members 
Mstep: Class 21 contains 77848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44796360.000000 Penalty: 38269.425781
Iteration 30Q: 19 clusters Score -4.479636e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 3 contains 28880 members 
Mstep: Class 4 contains 19668 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 12513 members 
Mstep: Class 7 contains 1684 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 23729 members 
Mstep: Class 11 contains 102171 members 
Mstep: Class 12 contains 15257 members 
Mstep: Class 13 contains 3118 members 
Mstep: Class 14 contains 4853 members 
Mstep: Class 15 contains 10787 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 48884 members 
Mstep: Class 18 contains 14062 members 
Mstep: Class 20 contains 104517 members 
Mstep: Class 21 contains 78447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44796992.000000 Penalty: 38269.425781
Iteration 31Q: 19 clusters Score -4.479699e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 3 contains 29126 members 
Mstep: Class 4 contains 19668 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 12879 members 
Mstep: Class 7 contains 1681 members 
Mstep: Class 8 contains 2018 members 
Mstep: Class 9 contains 23754 members 
Mstep: Class 11 contains 102647 members 
Mstep: Class 12 contains 15244 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 10657 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 48333 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 20 contains 103559 members 
Mstep: Class 21 contains 79021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44797492.000000 Penalty: 38269.425781
Iteration 32Q: 19 clusters Score -4.479749e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 3 contains 29330 members 
Mstep: Class 4 contains 19677 members 
Mstep: Class 5 contains 2474 members 
Mstep: Class 6 contains 13233 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 2025 members 
Mstep: Class 9 contains 23782 members 
Mstep: Class 11 contains 103039 members 
Mstep: Class 12 contains 15232 members 
Mstep: Class 13 contains 3118 members 
Mstep: Class 14 contains 4909 members 
Mstep: Class 15 contains 10520 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 47816 members 
Mstep: Class 18 contains 14032 members 
Mstep: Class 20 contains 102741 members 
Mstep: Class 21 contains 79559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44797744.000000 Penalty: 38269.425781
Iteration 33Q: 19 clusters Score -4.479774e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 3 contains 29535 members 
Mstep: Class 4 contains 19691 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 13566 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 2022 members 
Mstep: Class 9 contains 23796 members 
Mstep: Class 11 contains 103345 members 
Mstep: Class 12 contains 15221 members 
Mstep: Class 13 contains 3112 members 
Mstep: Class 14 contains 4951 members 
Mstep: Class 15 contains 10350 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 47292 members 
Mstep: Class 18 contains 14014 members 
Mstep: Class 20 contains 102059 members 
Mstep: Class 21 contains 80090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44798168.000000 Penalty: 38269.425781
Iteration 34Q: 19 clusters Score -4.479817e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 3 contains 29703 members 
Mstep: Class 4 contains 19695 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 13943 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 2022 members 
Mstep: Class 9 contains 23812 members 
Mstep: Class 11 contains 103495 members 
Mstep: Class 12 contains 15205 members 
Mstep: Class 13 contains 3119 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 10184 members 
Mstep: Class 16 contains 2667 members 
Mstep: Class 17 contains 46817 members 
Mstep: Class 18 contains 14004 members 
Mstep: Class 20 contains 101524 members 
Mstep: Class 21 contains 80575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44798160.000000 Penalty: 38269.425781
Iteration 35Q: 19 clusters Score -4.479816e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 3 contains 29822 members 
Mstep: Class 4 contains 19693 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 14343 members 
Mstep: Class 7 contains 1681 members 
Mstep: Class 8 contains 2026 members 
Mstep: Class 9 contains 23814 members 
Mstep: Class 11 contains 103566 members 
Mstep: Class 12 contains 15186 members 
Mstep: Class 13 contains 3134 members 
Mstep: Class 14 contains 4994 members 
Mstep: Class 15 contains 10042 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 46351 members 
Mstep: Class 18 contains 13992 members 
Mstep: Class 20 contains 101078 members 
Mstep: Class 21 contains 81051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44798556.000000 Penalty: 38269.425781
Iteration 36Q: 19 clusters Score -4.479856e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 3 contains 29925 members 
Mstep: Class 4 contains 19689 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 6 contains 14751 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 2033 members 
Mstep: Class 9 contains 23815 members 
Mstep: Class 11 contains 103526 members 
Mstep: Class 12 contains 15172 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 9908 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 17 contains 45860 members 
Mstep: Class 18 contains 13980 members 
Mstep: Class 20 contains 100750 members 
Mstep: Class 21 contains 81544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44798736.000000 Penalty: 38269.425781
Iteration 37Q: 19 clusters Score -4.479874e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 3 contains 30013 members 
Mstep: Class 4 contains 19697 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 6 contains 15128 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 2036 members 
Mstep: Class 9 contains 23818 members 
Mstep: Class 11 contains 103419 members 
Mstep: Class 12 contains 15151 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 5011 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 2669 members 
Mstep: Class 17 contains 45361 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 20 contains 100496 members 
Mstep: Class 21 contains 82039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44798756.000000 Penalty: 38269.425781
Iteration 38Q: 19 clusters Score -4.479876e+07 nChanged 1538
Entering ConstructFrom: 
Score: -44798756.000000 Penalty: 38269.425781
Entering ConstructFrom: 
Trying to split cluster 1 (5086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Entering Unmasked Estep 
Score: -428019.218750 Penalty: 1386.815186
	Iteration 0F: 2 clusters Score -428019.2 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 2539 members 
Entering Unmasked Estep 
Score: -423987.718750 Penalty: 2773.630371
	Iteration 0F: 3 clusters Score -423987.7 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -425409.312500 Penalty: 2773.630371
	Iteration 1F: 3 clusters Score -425409.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -425814.031250 Penalty: 2773.630371
	Iteration 2F: 3 clusters Score -425814 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -426128.875000 Penalty: 2773.630371
	Iteration 3F: 3 clusters Score -426128.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -426480.562500 Penalty: 2773.630371
	Iteration 4F: 3 clusters Score -426480.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -426875.250000 Penalty: 2773.630371
	Iteration 5F: 3 clusters Score -426875.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -427310.156250 Penalty: 2773.630371
	Iteration 6F: 3 clusters Score -427310.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -427632.250000 Penalty: 2773.630371
	Iteration 7F: 3 clusters Score -427632.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -427855.468750 Penalty: 2773.630371
	Iteration 8Q: 3 clusters Score -427855.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -428011.843750 Penalty: 2773.630371
	Iteration 9Q: 3 clusters Score -428011.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -428107.375000 Penalty: 2773.630371
	Iteration 10Q: 3 clusters Score -428107.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -428154.875000 Penalty: 2773.630371
	Iteration 11Q: 3 clusters Score -428154.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -428186.812500 Penalty: 2773.630371
	Iteration 12Q: 3 clusters Score -428186.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -428215.562500 Penalty: 2773.630371
	Iteration 13Q: 3 clusters Score -428215.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -428240.843750 Penalty: 2773.630371
	Iteration 14Q: 3 clusters Score -428240.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -428262.406250 Penalty: 2773.630371
	Iteration 15Q: 3 clusters Score -428262.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -428292.250000 Penalty: 2773.630371
	Iteration 16Q: 3 clusters Score -428292.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -428322.593750 Penalty: 2773.630371
	Iteration 17Q: 3 clusters Score -428322.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -428357.468750 Penalty: 2773.630371
	Iteration 18Q: 3 clusters Score -428357.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -428398.531250 Penalty: 2773.630371
	Iteration 19Q: 3 clusters Score -428398.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -428434.343750 Penalty: 2773.630371
	Iteration 20F: 3 clusters Score -428434.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -428449.250000 Penalty: 2773.630371
	Iteration 21Q: 3 clusters Score -428449.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -428458.531250 Penalty: 2773.630371
	Iteration 22Q: 3 clusters Score -428458.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -428467.312500 Penalty: 2773.630371
	Iteration 23Q: 3 clusters Score -428467.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -428471.593750 Penalty: 2773.630371
	Iteration 24Q: 3 clusters Score -428471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -428472.281250 Penalty: 2773.630371
	Iteration 25Q: 3 clusters Score -428472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -428472.156250 Penalty: 2773.630371
	Iteration 26Q: 3 clusters Score -428472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -428473.187500 Penalty: 2773.630371
	Iteration 27Q: 3 clusters Score -428473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -428473.062500 Penalty: 2773.630371
	Iteration 28Q: 3 clusters Score -428473.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -428474.750000 Penalty: 2773.630371
	Iteration 29Q: 3 clusters Score -428474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -428475.125000 Penalty: 2773.630371
	Iteration 30Q: 3 clusters Score -428475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -428475.125000 Penalty: 2773.630371
	Iteration 31F: 3 clusters Score -428475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 30074 members 
Mstep: Class 4 contains 19704 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 15513 members 
Mstep: Class 7 contains 1679 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 23829 members 
Mstep: Class 11 contains 103275 members 
Mstep: Class 12 contains 15134 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 44846 members 
Mstep: Class 18 contains 13955 members 
Mstep: Class 20 contains 100282 members 
Mstep: Class 21 contains 82545 members 
Entering Unmasked Estep 
Score: -44798612.000000 Penalty: 40395.507812
Splitting cluster 1 changes total score from -44798756.000000 to -44798612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (30074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Entering Unmasked Estep 
Score: -2804965.250000 Penalty: 1675.605225
	Iteration 0F: 2 clusters Score -2804965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2784639.500000 Penalty: 3351.210449
	Iteration 0F: 3 clusters Score -2784640 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2792265.000000 Penalty: 3351.210449
	Iteration 1F: 3 clusters Score -2792265 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2792932.000000 Penalty: 3351.210449
	Iteration 2Q: 3 clusters Score -2792932 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2794151.000000 Penalty: 3351.210449
	Iteration 3F: 3 clusters Score -2794151 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2796242.250000 Penalty: 3351.210449
	Iteration 4F: 3 clusters Score -2796242 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2798935.750000 Penalty: 3351.210449
	Iteration 5F: 3 clusters Score -2798936 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2801410.250000 Penalty: 3351.210449
	Iteration 6F: 3 clusters Score -2801410 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2803157.500000 Penalty: 3351.210449
	Iteration 7F: 3 clusters Score -2803158 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2804300.250000 Penalty: 3351.210449
	Iteration 8F: 3 clusters Score -2804300 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2804993.750000 Penalty: 3351.210449
	Iteration 9Q: 3 clusters Score -2804994 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2805461.500000 Penalty: 3351.210449
	Iteration 10Q: 3 clusters Score -2805462 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2805793.250000 Penalty: 3351.210449
	Iteration 11Q: 3 clusters Score -2805793 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2806007.250000 Penalty: 3351.210449
	Iteration 12Q: 3 clusters Score -2806007 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2806159.250000 Penalty: 3351.210449
	Iteration 13Q: 3 clusters Score -2806159 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2806289.750000 Penalty: 3351.210449
	Iteration 14Q: 3 clusters Score -2806290 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2806352.250000 Penalty: 3351.210449
	Iteration 15Q: 3 clusters Score -2806352 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2806399.750000 Penalty: 3351.210449
	Iteration 16Q: 3 clusters Score -2806400 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2806466.000000 Penalty: 3351.210449
	Iteration 17Q: 3 clusters Score -2806466 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2806500.750000 Penalty: 3351.210449
	Iteration 18Q: 3 clusters Score -2806501 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2806520.250000 Penalty: 3351.210449
	Iteration 19Q: 3 clusters Score -2806520 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2806551.500000 Penalty: 3351.210449
	Iteration 20F: 3 clusters Score -2806552 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2806572.250000 Penalty: 3351.210449
	Iteration 21Q: 3 clusters Score -2806572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2806587.500000 Penalty: 3351.210449
	Iteration 22Q: 3 clusters Score -2806588 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2806599.000000 Penalty: 3351.210449
	Iteration 23Q: 3 clusters Score -2806599 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2806615.750000 Penalty: 3351.210449
	Iteration 24Q: 3 clusters Score -2806616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2806622.250000 Penalty: 3351.210449
	Iteration 25Q: 3 clusters Score -2806622 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2806628.250000 Penalty: 3351.210449
	Iteration 26Q: 3 clusters Score -2806628 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2806633.000000 Penalty: 3351.210449
	Iteration 27Q: 3 clusters Score -2806633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2806647.500000 Penalty: 3351.210449
	Iteration 28Q: 3 clusters Score -2806648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2806648.250000 Penalty: 3351.210449
	Iteration 29Q: 3 clusters Score -2806648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2806646.750000 Penalty: 3351.210449
	Iteration 30Q: 3 clusters Score -2806647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2806647.750000 Penalty: 3351.210449
	Iteration 31Q: 3 clusters Score -2806648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2806652.500000 Penalty: 3351.210449
	Iteration 32Q: 3 clusters Score -2806652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2806661.500000 Penalty: 3351.210449
	Iteration 33Q: 3 clusters Score -2806662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2806658.500000 Penalty: 3351.210449
	Iteration 34Q: 3 clusters Score -2806658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2806666.750000 Penalty: 3351.210449
	Iteration 35Q: 3 clusters Score -2806667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2806664.500000 Penalty: 3351.210449
	Iteration 36Q: 3 clusters Score -2806664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2806660.750000 Penalty: 3351.210449
	Iteration 37Q: 3 clusters Score -2806661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2806662.250000 Penalty: 3351.210449
	Iteration 38Q: 3 clusters Score -2806662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2806663.250000 Penalty: 3351.210449
	Iteration 39Q: 3 clusters Score -2806663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2806666.750000 Penalty: 3351.210449
	Iteration 40F: 3 clusters Score -2806667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2806660.250000 Penalty: 3351.210449
	Iteration 41Q: 3 clusters Score -2806660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2806672.500000 Penalty: 3351.210449
	Iteration 42Q: 3 clusters Score -2806672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2806664.750000 Penalty: 3351.210449
	Iteration 43Q: 3 clusters Score -2806665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2806679.750000 Penalty: 3351.210449
	Iteration 44Q: 3 clusters Score -2806680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2806678.750000 Penalty: 3351.210449
	Iteration 45Q: 3 clusters Score -2806679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2806681.250000 Penalty: 3351.210449
	Iteration 46Q: 3 clusters Score -2806681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2806678.500000 Penalty: 3351.210449
	Iteration 47Q: 3 clusters Score -2806678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2806678.750000 Penalty: 3351.210449
	Iteration 48Q: 3 clusters Score -2806679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2806680.500000 Penalty: 3351.210449
	Iteration 49Q: 3 clusters Score -2806680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2806681.750000 Penalty: 3351.210449
	Iteration 50Q: 3 clusters Score -2806682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2806676.750000 Penalty: 3351.210449
	Iteration 51Q: 3 clusters Score -2806677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2806684.500000 Penalty: 3351.210449
	Iteration 52Q: 3 clusters Score -2806684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2806686.500000 Penalty: 3351.210449
	Iteration 53Q: 3 clusters Score -2806686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2806681.500000 Penalty: 3351.210449
	Iteration 54Q: 3 clusters Score -2806682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2806687.000000 Penalty: 3351.210449
	Iteration 55Q: 3 clusters Score -2806687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2806690.250000 Penalty: 3351.210449
	Iteration 56Q: 3 clusters Score -2806690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2806689.000000 Penalty: 3351.210449
	Iteration 57Q: 3 clusters Score -2806689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2806690.500000 Penalty: 3351.210449
	Iteration 58Q: 3 clusters Score -2806690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2806685.000000 Penalty: 3351.210449
	Iteration 59Q: 3 clusters Score -2806685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2806684.500000 Penalty: 3351.210449
	Iteration 60F: 3 clusters Score -2806684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2806685.500000 Penalty: 3351.210449
	Iteration 61Q: 3 clusters Score -2806686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2806685.250000 Penalty: 3351.210449
	Iteration 62Q: 3 clusters Score -2806685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2806685.750000 Penalty: 3351.210449
	Iteration 63Q: 3 clusters Score -2806686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2806690.750000 Penalty: 3351.210449
	Iteration 64Q: 3 clusters Score -2806691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2806688.750000 Penalty: 3351.210449
	Iteration 65Q: 3 clusters Score -2806689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2806688.750000 Penalty: 3351.210449
	Iteration 66Q: 3 clusters Score -2806689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2806689.250000 Penalty: 3351.210449
	Iteration 67Q: 3 clusters Score -2806689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2806696.000000 Penalty: 3351.210449
	Iteration 68Q: 3 clusters Score -2806696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2806692.750000 Penalty: 3351.210449
	Iteration 69Q: 3 clusters Score -2806693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2806693.000000 Penalty: 3351.210449
	Iteration 70Q: 3 clusters Score -2806693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2806691.500000 Penalty: 3351.210449
	Iteration 71Q: 3 clusters Score -2806692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2806689.250000 Penalty: 3351.210449
	Iteration 72Q: 3 clusters Score -2806689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2806690.750000 Penalty: 3351.210449
	Iteration 73Q: 3 clusters Score -2806691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2806693.250000 Penalty: 3351.210449
	Iteration 74Q: 3 clusters Score -2806693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2806696.750000 Penalty: 3351.210449
	Iteration 75Q: 3 clusters Score -2806697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2806696.500000 Penalty: 3351.210449
	Iteration 76Q: 3 clusters Score -2806696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2806693.500000 Penalty: 3351.210449
	Iteration 77Q: 3 clusters Score -2806694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2806696.500000 Penalty: 3351.210449
	Iteration 78Q: 3 clusters Score -2806696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2806700.250000 Penalty: 3351.210449
	Iteration 79Q: 3 clusters Score -2806700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2806703.000000 Penalty: 3351.210449
	Iteration 80F: 3 clusters Score -2806703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2806703.250000 Penalty: 3351.210449
	Iteration 81Q: 3 clusters Score -2806703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2806702.500000 Penalty: 3351.210449
	Iteration 82Q: 3 clusters Score -2806702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2806705.750000 Penalty: 3351.210449
	Iteration 83Q: 3 clusters Score -2806706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2806709.250000 Penalty: 3351.210449
	Iteration 84Q: 3 clusters Score -2806709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2806714.750000 Penalty: 3351.210449
	Iteration 85Q: 3 clusters Score -2806715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2806710.750000 Penalty: 3351.210449
	Iteration 86Q: 3 clusters Score -2806711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2806713.750000 Penalty: 3351.210449
	Iteration 87Q: 3 clusters Score -2806714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2806716.250000 Penalty: 3351.210449
	Iteration 88Q: 3 clusters Score -2806716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2806711.250000 Penalty: 3351.210449
	Iteration 89Q: 3 clusters Score -2806711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2806712.250000 Penalty: 3351.210449
	Iteration 90Q: 3 clusters Score -2806712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2806711.750000 Penalty: 3351.210449
	Iteration 91Q: 3 clusters Score -2806712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2806710.000000 Penalty: 3351.210449
	Iteration 92Q: 3 clusters Score -2806710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2806709.750000 Penalty: 3351.210449
	Iteration 93Q: 3 clusters Score -2806710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2806710.250000 Penalty: 3351.210449
	Iteration 94Q: 3 clusters Score -2806710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2806707.000000 Penalty: 3351.210449
	Iteration 95Q: 3 clusters Score -2806707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2806705.750000 Penalty: 3351.210449
	Iteration 96Q: 3 clusters Score -2806706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2806699.500000 Penalty: 3351.210449
	Iteration 97Q: 3 clusters Score -2806700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2806702.500000 Penalty: 3351.210449
	Iteration 98Q: 3 clusters Score -2806702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2806701.000000 Penalty: 3351.210449
	Iteration 99Q: 3 clusters Score -2806701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2806702.250000 Penalty: 3351.210449
	Iteration 100F: 3 clusters Score -2806702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 12692 members 
Mstep: Class 3 contains 17382 members 
Mstep: Class 4 contains 19704 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 15513 members 
Mstep: Class 7 contains 1679 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 23829 members 
Mstep: Class 11 contains 103275 members 
Mstep: Class 12 contains 15134 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 44846 members 
Mstep: Class 18 contains 13955 members 
Mstep: Class 20 contains 100282 members 
Mstep: Class 21 contains 82545 members 
Entering Unmasked Estep 
Score: -44800368.000000 Penalty: 40395.507812
Splitting cluster 3 changes total score from -44798756.000000 to -44800368.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (19704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Entering Unmasked Estep 
Score: -1889898.375000 Penalty: 1606.893677
	Iteration 0F: 2 clusters Score -1889898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1876427.250000 Penalty: 3213.787354
	Iteration 0F: 3 clusters Score -1876427 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1881289.250000 Penalty: 3213.787354
	Iteration 1F: 3 clusters Score -1881289 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1881662.875000 Penalty: 3213.787354
	Iteration 2F: 3 clusters Score -1881663 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1882058.250000 Penalty: 3213.787354
	Iteration 3Q: 3 clusters Score -1882058 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1882612.000000 Penalty: 3213.787354
	Iteration 4Q: 3 clusters Score -1882612 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1883380.250000 Penalty: 3213.787354
	Iteration 5F: 3 clusters Score -1883380 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1884268.125000 Penalty: 3213.787354
	Iteration 6F: 3 clusters Score -1884268 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1885260.875000 Penalty: 3213.787354
	Iteration 7F: 3 clusters Score -1885261 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1886283.375000 Penalty: 3213.787354
	Iteration 8F: 3 clusters Score -1886283 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1887046.125000 Penalty: 3213.787354
	Iteration 9F: 3 clusters Score -1887046 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1887511.125000 Penalty: 3213.787354
	Iteration 10Q: 3 clusters Score -1887511 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1887830.000000 Penalty: 3213.787354
	Iteration 11Q: 3 clusters Score -1887830 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1888067.125000 Penalty: 3213.787354
	Iteration 12Q: 3 clusters Score -1888067 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1888305.000000 Penalty: 3213.787354
	Iteration 13Q: 3 clusters Score -1888305 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1888563.875000 Penalty: 3213.787354
	Iteration 14Q: 3 clusters Score -1888564 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1888905.375000 Penalty: 3213.787354
	Iteration 15Q: 3 clusters Score -1888905 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1889376.875000 Penalty: 3213.787354
	Iteration 16Q: 3 clusters Score -1889377 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1890024.625000 Penalty: 3213.787354
	Iteration 17Q: 3 clusters Score -1890025 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1890576.000000 Penalty: 3213.787354
	Iteration 18Q: 3 clusters Score -1890576 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1890888.250000 Penalty: 3213.787354
	Iteration 19Q: 3 clusters Score -1890888 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1891039.875000 Penalty: 3213.787354
	Iteration 20F: 3 clusters Score -1891040 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1891104.000000 Penalty: 3213.787354
	Iteration 21Q: 3 clusters Score -1891104 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1891119.500000 Penalty: 3213.787354
	Iteration 22Q: 3 clusters Score -1891120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1891134.875000 Penalty: 3213.787354
	Iteration 23Q: 3 clusters Score -1891135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1891141.625000 Penalty: 3213.787354
	Iteration 24Q: 3 clusters Score -1891142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1891148.750000 Penalty: 3213.787354
	Iteration 25Q: 3 clusters Score -1891149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1891146.750000 Penalty: 3213.787354
	Iteration 26Q: 3 clusters Score -1891147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1891146.250000 Penalty: 3213.787354
	Iteration 27Q: 3 clusters Score -1891146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1891148.000000 Penalty: 3213.787354
	Iteration 28Q: 3 clusters Score -1891148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1891147.875000 Penalty: 3213.787354
	Iteration 29Q: 3 clusters Score -1891148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1891149.250000 Penalty: 3213.787354
	Iteration 30Q: 3 clusters Score -1891149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1891146.625000 Penalty: 3213.787354
	Iteration 31Q: 3 clusters Score -1891147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1891145.125000 Penalty: 3213.787354
	Iteration 32Q: 3 clusters Score -1891145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1891146.000000 Penalty: 3213.787354
	Iteration 33Q: 3 clusters Score -1891146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1891147.625000 Penalty: 3213.787354
	Iteration 34Q: 3 clusters Score -1891148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1891150.250000 Penalty: 3213.787354
	Iteration 35Q: 3 clusters Score -1891150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1891147.625000 Penalty: 3213.787354
	Iteration 36Q: 3 clusters Score -1891148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1891144.500000 Penalty: 3213.787354
	Iteration 37Q: 3 clusters Score -1891144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1891146.000000 Penalty: 3213.787354
	Iteration 38Q: 3 clusters Score -1891146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1891146.000000 Penalty: 3213.787354
	Iteration 39F: 3 clusters Score -1891146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 12692 members 
Mstep: Class 3 contains 17382 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 15513 members 
Mstep: Class 7 contains 1679 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 23829 members 
Mstep: Class 10 contains 15160 members 
Mstep: Class 11 contains 103275 members 
Mstep: Class 12 contains 15134 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 44846 members 
Mstep: Class 18 contains 13955 members 
Mstep: Class 20 contains 100282 members 
Mstep: Class 21 contains 82545 members 
Entering Unmasked Estep 
Score: -44800932.000000 Penalty: 42521.585938
Splitting cluster 4 changes total score from -44798756.000000 to -44800932.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 5 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -229325.546875 Penalty: 1266.055298
	Iteration 0F: 2 clusters Score -229325.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -226936.671875 Penalty: 2532.110596
	Iteration 0F: 3 clusters Score -226936.7 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -227475.765625 Penalty: 2532.110596
	Iteration 1F: 3 clusters Score -227475.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -227609.187500 Penalty: 2532.110596
	Iteration 2F: 3 clusters Score -227609.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -227710.296875 Penalty: 2532.110596
	Iteration 3F: 3 clusters Score -227710.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -227787.703125 Penalty: 2532.110596
	Iteration 4Q: 3 clusters Score -227787.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -227845.531250 Penalty: 2532.110596
	Iteration 5Q: 3 clusters Score -227845.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -227894.531250 Penalty: 2532.110596
	Iteration 6Q: 3 clusters Score -227894.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -227923.781250 Penalty: 2532.110596
	Iteration 7Q: 3 clusters Score -227923.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -227954.046875 Penalty: 2532.110596
	Iteration 8Q: 3 clusters Score -227954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -227988.656250 Penalty: 2532.110596
	Iteration 9Q: 3 clusters Score -227988.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -228022.171875 Penalty: 2532.110596
	Iteration 10Q: 3 clusters Score -228022.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -228044.656250 Penalty: 2532.110596
	Iteration 11Q: 3 clusters Score -228044.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -228068.968750 Penalty: 2532.110596
	Iteration 12Q: 3 clusters Score -228069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -228092.937500 Penalty: 2532.110596
	Iteration 13Q: 3 clusters Score -228092.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -228116.406250 Penalty: 2532.110596
	Iteration 14Q: 3 clusters Score -228116.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -228132.250000 Penalty: 2532.110596
	Iteration 15Q: 3 clusters Score -228132.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -228145.781250 Penalty: 2532.110596
	Iteration 16Q: 3 clusters Score -228145.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -228160.671875 Penalty: 2532.110596
	Iteration 17Q: 3 clusters Score -228160.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -228177.640625 Penalty: 2532.110596
	Iteration 18Q: 3 clusters Score -228177.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -228199.484375 Penalty: 2532.110596
	Iteration 19Q: 3 clusters Score -228199.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -228218.718750 Penalty: 2532.110596
	Iteration 20F: 3 clusters Score -228218.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -228231.875000 Penalty: 2532.110596
	Iteration 21Q: 3 clusters Score -228231.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -228242.531250 Penalty: 2532.110596
	Iteration 22Q: 3 clusters Score -228242.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -228254.171875 Penalty: 2532.110596
	Iteration 23Q: 3 clusters Score -228254.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -228265.531250 Penalty: 2532.110596
	Iteration 24Q: 3 clusters Score -228265.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -228273.328125 Penalty: 2532.110596
	Iteration 25Q: 3 clusters Score -228273.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -228279.359375 Penalty: 2532.110596
	Iteration 26Q: 3 clusters Score -228279.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -228286.859375 Penalty: 2532.110596
	Iteration 27Q: 3 clusters Score -228286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -228291.609375 Penalty: 2532.110596
	Iteration 28Q: 3 clusters Score -228291.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -228300.937500 Penalty: 2532.110596
	Iteration 29Q: 3 clusters Score -228300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -228310.078125 Penalty: 2532.110596
	Iteration 30Q: 3 clusters Score -228310.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -228320.000000 Penalty: 2532.110596
	Iteration 31Q: 3 clusters Score -228320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -228330.156250 Penalty: 2532.110596
	Iteration 32Q: 3 clusters Score -228330.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -228338.984375 Penalty: 2532.110596
	Iteration 33Q: 3 clusters Score -228339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -228347.234375 Penalty: 2532.110596
	Iteration 34Q: 3 clusters Score -228347.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -228353.312500 Penalty: 2532.110596
	Iteration 35Q: 3 clusters Score -228353.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -228359.546875 Penalty: 2532.110596
	Iteration 36Q: 3 clusters Score -228359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -228365.906250 Penalty: 2532.110596
	Iteration 37Q: 3 clusters Score -228365.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -228370.796875 Penalty: 2532.110596
	Iteration 38Q: 3 clusters Score -228370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -228373.031250 Penalty: 2532.110596
	Iteration 39Q: 3 clusters Score -228373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -228377.328125 Penalty: 2532.110596
	Iteration 40F: 3 clusters Score -228377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -228380.250000 Penalty: 2532.110596
	Iteration 41Q: 3 clusters Score -228380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -228381.359375 Penalty: 2532.110596
	Iteration 42Q: 3 clusters Score -228381.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -228383.125000 Penalty: 2532.110596
	Iteration 43Q: 3 clusters Score -228383.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -228384.312500 Penalty: 2532.110596
	Iteration 44Q: 3 clusters Score -228384.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -228385.609375 Penalty: 2532.110596
	Iteration 45Q: 3 clusters Score -228385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -228388.515625 Penalty: 2532.110596
	Iteration 46Q: 3 clusters Score -228388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -228391.093750 Penalty: 2532.110596
	Iteration 47Q: 3 clusters Score -228391.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -228391.093750 Penalty: 2532.110596
	Iteration 48F: 3 clusters Score -228391.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Entering Unmasked Estep 
Score: -1506620.625000 Penalty: 1568.033081
	Iteration 0F: 2 clusters Score -1506621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1495925.500000 Penalty: 3136.066162
	Iteration 0F: 3 clusters Score -1495926 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1499791.250000 Penalty: 3136.066162
	Iteration 1F: 3 clusters Score -1499791 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1500221.125000 Penalty: 3136.066162
	Iteration 2F: 3 clusters Score -1500221 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1500668.375000 Penalty: 3136.066162
	Iteration 3F: 3 clusters Score -1500668 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1501101.375000 Penalty: 3136.066162
	Iteration 4F: 3 clusters Score -1501101 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1501599.625000 Penalty: 3136.066162
	Iteration 5F: 3 clusters Score -1501600 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1502165.875000 Penalty: 3136.066162
	Iteration 6F: 3 clusters Score -1502166 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1502738.000000 Penalty: 3136.066162
	Iteration 7F: 3 clusters Score -1502738 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1503209.000000 Penalty: 3136.066162
	Iteration 8Q: 3 clusters Score -1503209 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1503490.375000 Penalty: 3136.066162
	Iteration 9Q: 3 clusters Score -1503490 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1503649.125000 Penalty: 3136.066162
	Iteration 10Q: 3 clusters Score -1503649 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1503752.875000 Penalty: 3136.066162
	Iteration 11Q: 3 clusters Score -1503753 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1503821.000000 Penalty: 3136.066162
	Iteration 12Q: 3 clusters Score -1503821 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1503888.625000 Penalty: 3136.066162
	Iteration 13Q: 3 clusters Score -1503889 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1503957.500000 Penalty: 3136.066162
	Iteration 14Q: 3 clusters Score -1503958 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1504007.250000 Penalty: 3136.066162
	Iteration 15Q: 3 clusters Score -1504007 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1504075.750000 Penalty: 3136.066162
	Iteration 16Q: 3 clusters Score -1504076 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1504140.625000 Penalty: 3136.066162
	Iteration 17Q: 3 clusters Score -1504141 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1504180.000000 Penalty: 3136.066162
	Iteration 18Q: 3 clusters Score -1504180 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1504246.500000 Penalty: 3136.066162
	Iteration 19Q: 3 clusters Score -1504246 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1504312.500000 Penalty: 3136.066162
	Iteration 20F: 3 clusters Score -1504312 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1504384.750000 Penalty: 3136.066162
	Iteration 21Q: 3 clusters Score -1504385 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1504469.375000 Penalty: 3136.066162
	Iteration 22Q: 3 clusters Score -1504469 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1504559.500000 Penalty: 3136.066162
	Iteration 23Q: 3 clusters Score -1504560 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1504625.000000 Penalty: 3136.066162
	Iteration 24Q: 3 clusters Score -1504625 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1504685.000000 Penalty: 3136.066162
	Iteration 25Q: 3 clusters Score -1504685 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1504726.875000 Penalty: 3136.066162
	Iteration 26Q: 3 clusters Score -1504727 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1504754.250000 Penalty: 3136.066162
	Iteration 27Q: 3 clusters Score -1504754 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1504797.250000 Penalty: 3136.066162
	Iteration 28Q: 3 clusters Score -1504797 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1504823.000000 Penalty: 3136.066162
	Iteration 29Q: 3 clusters Score -1504823 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1504857.250000 Penalty: 3136.066162
	Iteration 30Q: 3 clusters Score -1504857 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1504879.750000 Penalty: 3136.066162
	Iteration 31Q: 3 clusters Score -1504880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1504911.875000 Penalty: 3136.066162
	Iteration 32Q: 3 clusters Score -1504912 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1504935.375000 Penalty: 3136.066162
	Iteration 33Q: 3 clusters Score -1504935 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1504956.000000 Penalty: 3136.066162
	Iteration 34Q: 3 clusters Score -1504956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1504976.000000 Penalty: 3136.066162
	Iteration 35Q: 3 clusters Score -1504976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1504999.375000 Penalty: 3136.066162
	Iteration 36Q: 3 clusters Score -1504999 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1505022.375000 Penalty: 3136.066162
	Iteration 37Q: 3 clusters Score -1505022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1505034.750000 Penalty: 3136.066162
	Iteration 38Q: 3 clusters Score -1505035 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1505043.250000 Penalty: 3136.066162
	Iteration 39Q: 3 clusters Score -1505043 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1505051.500000 Penalty: 3136.066162
	Iteration 40F: 3 clusters Score -1505052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1505060.625000 Penalty: 3136.066162
	Iteration 41Q: 3 clusters Score -1505061 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1505070.375000 Penalty: 3136.066162
	Iteration 42Q: 3 clusters Score -1505070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1505090.000000 Penalty: 3136.066162
	Iteration 43Q: 3 clusters Score -1505090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1505098.625000 Penalty: 3136.066162
	Iteration 44Q: 3 clusters Score -1505099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1505110.625000 Penalty: 3136.066162
	Iteration 45Q: 3 clusters Score -1505111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1505121.875000 Penalty: 3136.066162
	Iteration 46Q: 3 clusters Score -1505122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1505128.875000 Penalty: 3136.066162
	Iteration 47Q: 3 clusters Score -1505129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1505138.125000 Penalty: 3136.066162
	Iteration 48Q: 3 clusters Score -1505138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1505151.625000 Penalty: 3136.066162
	Iteration 49Q: 3 clusters Score -1505152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1505169.750000 Penalty: 3136.066162
	Iteration 50Q: 3 clusters Score -1505170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1505182.500000 Penalty: 3136.066162
	Iteration 51Q: 3 clusters Score -1505182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1505195.125000 Penalty: 3136.066162
	Iteration 52Q: 3 clusters Score -1505195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1505198.375000 Penalty: 3136.066162
	Iteration 53Q: 3 clusters Score -1505198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1505212.500000 Penalty: 3136.066162
	Iteration 54Q: 3 clusters Score -1505212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1505225.250000 Penalty: 3136.066162
	Iteration 55Q: 3 clusters Score -1505225 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1505238.875000 Penalty: 3136.066162
	Iteration 56Q: 3 clusters Score -1505239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1505242.500000 Penalty: 3136.066162
	Iteration 57Q: 3 clusters Score -1505242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1505253.750000 Penalty: 3136.066162
	Iteration 58Q: 3 clusters Score -1505254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1505261.500000 Penalty: 3136.066162
	Iteration 59Q: 3 clusters Score -1505262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1505262.875000 Penalty: 3136.066162
	Iteration 60F: 3 clusters Score -1505263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1505273.000000 Penalty: 3136.066162
	Iteration 61Q: 3 clusters Score -1505273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1505274.125000 Penalty: 3136.066162
	Iteration 62Q: 3 clusters Score -1505274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1505276.750000 Penalty: 3136.066162
	Iteration 63Q: 3 clusters Score -1505277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1505281.875000 Penalty: 3136.066162
	Iteration 64Q: 3 clusters Score -1505282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1505284.500000 Penalty: 3136.066162
	Iteration 65Q: 3 clusters Score -1505284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1505290.125000 Penalty: 3136.066162
	Iteration 66Q: 3 clusters Score -1505290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1505293.750000 Penalty: 3136.066162
	Iteration 67Q: 3 clusters Score -1505294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1505294.750000 Penalty: 3136.066162
	Iteration 68Q: 3 clusters Score -1505295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1505298.625000 Penalty: 3136.066162
	Iteration 69Q: 3 clusters Score -1505299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1505300.375000 Penalty: 3136.066162
	Iteration 70Q: 3 clusters Score -1505300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1505300.625000 Penalty: 3136.066162
	Iteration 71Q: 3 clusters Score -1505301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1505306.875000 Penalty: 3136.066162
	Iteration 72Q: 3 clusters Score -1505307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1505305.875000 Penalty: 3136.066162
	Iteration 73Q: 3 clusters Score -1505306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1505308.250000 Penalty: 3136.066162
	Iteration 74Q: 3 clusters Score -1505308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1505311.375000 Penalty: 3136.066162
	Iteration 75Q: 3 clusters Score -1505311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1505313.500000 Penalty: 3136.066162
	Iteration 76Q: 3 clusters Score -1505314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1505315.125000 Penalty: 3136.066162
	Iteration 77Q: 3 clusters Score -1505315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1505316.625000 Penalty: 3136.066162
	Iteration 78Q: 3 clusters Score -1505317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1505320.875000 Penalty: 3136.066162
	Iteration 79Q: 3 clusters Score -1505321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1505323.625000 Penalty: 3136.066162
	Iteration 80F: 3 clusters Score -1505324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1505323.625000 Penalty: 3136.066162
	Iteration 81Q: 3 clusters Score -1505324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1505325.500000 Penalty: 3136.066162
	Iteration 82Q: 3 clusters Score -1505326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1505326.625000 Penalty: 3136.066162
	Iteration 83Q: 3 clusters Score -1505327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1505324.125000 Penalty: 3136.066162
	Iteration 84Q: 3 clusters Score -1505324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1505331.750000 Penalty: 3136.066162
	Iteration 85Q: 3 clusters Score -1505332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1505331.375000 Penalty: 3136.066162
	Iteration 86Q: 3 clusters Score -1505331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1505330.500000 Penalty: 3136.066162
	Iteration 87Q: 3 clusters Score -1505330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1505332.625000 Penalty: 3136.066162
	Iteration 88Q: 3 clusters Score -1505333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1505333.000000 Penalty: 3136.066162
	Iteration 89Q: 3 clusters Score -1505333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1505333.375000 Penalty: 3136.066162
	Iteration 90Q: 3 clusters Score -1505333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1505332.375000 Penalty: 3136.066162
	Iteration 91Q: 3 clusters Score -1505332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1505336.000000 Penalty: 3136.066162
	Iteration 92Q: 3 clusters Score -1505336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1505338.750000 Penalty: 3136.066162
	Iteration 93Q: 3 clusters Score -1505339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1505344.125000 Penalty: 3136.066162
	Iteration 94Q: 3 clusters Score -1505344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1505344.625000 Penalty: 3136.066162
	Iteration 95Q: 3 clusters Score -1505345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1505346.250000 Penalty: 3136.066162
	Iteration 96Q: 3 clusters Score -1505346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1505349.500000 Penalty: 3136.066162
	Iteration 97Q: 3 clusters Score -1505350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1505348.625000 Penalty: 3136.066162
	Iteration 98Q: 3 clusters Score -1505349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1505350.500000 Penalty: 3136.066162
	Iteration 99Q: 3 clusters Score -1505350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1505350.500000 Penalty: 3136.066162
	Iteration 100F: 3 clusters Score -1505350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -148397.812500 Penalty: 1206.717529
	Iteration 0F: 2 clusters Score -148397.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -146590.890625 Penalty: 2413.435059
	Iteration 0F: 3 clusters Score -146590.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147111.578125 Penalty: 2413.435059
	Iteration 1F: 3 clusters Score -147111.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147358.390625 Penalty: 2413.435059
	Iteration 2F: 3 clusters Score -147358.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -147651.765625 Penalty: 2413.435059
	Iteration 3F: 3 clusters Score -147651.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -147906.046875 Penalty: 2413.435059
	Iteration 4F: 3 clusters Score -147906 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -148150.937500 Penalty: 2413.435059
	Iteration 5F: 3 clusters Score -148150.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -148346.796875 Penalty: 2413.435059
	Iteration 6F: 3 clusters Score -148346.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -148483.390625 Penalty: 2413.435059
	Iteration 7Q: 3 clusters Score -148483.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -148577.156250 Penalty: 2413.435059
	Iteration 8Q: 3 clusters Score -148577.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -148603.468750 Penalty: 2413.435059
	Iteration 9Q: 3 clusters Score -148603.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -148609.750000 Penalty: 2413.435059
	Iteration 10Q: 3 clusters Score -148609.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -148618.984375 Penalty: 2413.435059
	Iteration 11Q: 3 clusters Score -148619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -148626.250000 Penalty: 2413.435059
	Iteration 12Q: 3 clusters Score -148626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -148628.187500 Penalty: 2413.435059
	Iteration 13Q: 3 clusters Score -148628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -148629.046875 Penalty: 2413.435059
	Iteration 14Q: 3 clusters Score -148629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -148630.781250 Penalty: 2413.435059
	Iteration 15Q: 3 clusters Score -148630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -148631.500000 Penalty: 2413.435059
	Iteration 16Q: 3 clusters Score -148631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -148631.500000 Penalty: 2413.435059
	Iteration 17F: 3 clusters Score -148631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 12692 members 
Mstep: Class 3 contains 17382 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 15513 members 
Mstep: Class 7 contains 1544 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 23829 members 
Mstep: Class 10 contains 15160 members 
Mstep: Class 11 contains 103275 members 
Mstep: Class 12 contains 15134 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 44846 members 
Mstep: Class 18 contains 13955 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 100282 members 
Mstep: Class 21 contains 82545 members 
Entering Unmasked Estep 
Score: -44800340.000000 Penalty: 44647.664062
Splitting cluster 7 changes total score from -44798756.000000 to -44800340.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 8 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -187380.343750 Penalty: 1238.125488
	Iteration 0F: 2 clusters Score -187380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -185284.281250 Penalty: 2476.250977
	Iteration 0F: 3 clusters Score -185284.3 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -185781.718750 Penalty: 2476.250977
	Iteration 1F: 3 clusters Score -185781.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -185930.625000 Penalty: 2476.250977
	Iteration 2F: 3 clusters Score -185930.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -186029.156250 Penalty: 2476.250977
	Iteration 3F: 3 clusters Score -186029.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -186119.968750 Penalty: 2476.250977
	Iteration 4Q: 3 clusters Score -186120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -186215.921875 Penalty: 2476.250977
	Iteration 5Q: 3 clusters Score -186215.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -186329.750000 Penalty: 2476.250977
	Iteration 6Q: 3 clusters Score -186329.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -186446.109375 Penalty: 2476.250977
	Iteration 7Q: 3 clusters Score -186446.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -186552.078125 Penalty: 2476.250977
	Iteration 8Q: 3 clusters Score -186552.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -186649.000000 Penalty: 2476.250977
	Iteration 9Q: 3 clusters Score -186649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -186712.937500 Penalty: 2476.250977
	Iteration 10Q: 3 clusters Score -186712.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -186757.296875 Penalty: 2476.250977
	Iteration 11Q: 3 clusters Score -186757.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -186790.312500 Penalty: 2476.250977
	Iteration 12Q: 3 clusters Score -186790.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -186827.078125 Penalty: 2476.250977
	Iteration 13Q: 3 clusters Score -186827.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -186861.484375 Penalty: 2476.250977
	Iteration 14Q: 3 clusters Score -186861.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -186893.875000 Penalty: 2476.250977
	Iteration 15Q: 3 clusters Score -186893.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -186918.031250 Penalty: 2476.250977
	Iteration 16Q: 3 clusters Score -186918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -186933.171875 Penalty: 2476.250977
	Iteration 17Q: 3 clusters Score -186933.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -186946.843750 Penalty: 2476.250977
	Iteration 18Q: 3 clusters Score -186946.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -186962.812500 Penalty: 2476.250977
	Iteration 19Q: 3 clusters Score -186962.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -186980.078125 Penalty: 2476.250977
	Iteration 20F: 3 clusters Score -186980.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -186999.796875 Penalty: 2476.250977
	Iteration 21Q: 3 clusters Score -186999.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -187021.671875 Penalty: 2476.250977
	Iteration 22Q: 3 clusters Score -187021.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -187049.312500 Penalty: 2476.250977
	Iteration 23Q: 3 clusters Score -187049.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -187086.953125 Penalty: 2476.250977
	Iteration 24Q: 3 clusters Score -187087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -187116.187500 Penalty: 2476.250977
	Iteration 25Q: 3 clusters Score -187116.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -187146.218750 Penalty: 2476.250977
	Iteration 26Q: 3 clusters Score -187146.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -187177.937500 Penalty: 2476.250977
	Iteration 27Q: 3 clusters Score -187177.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -187194.000000 Penalty: 2476.250977
	Iteration 28Q: 3 clusters Score -187194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -187197.218750 Penalty: 2476.250977
	Iteration 29Q: 3 clusters Score -187197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -187200.453125 Penalty: 2476.250977
	Iteration 30Q: 3 clusters Score -187200.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -187203.687500 Penalty: 2476.250977
	Iteration 31Q: 3 clusters Score -187203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -187203.687500 Penalty: 2476.250977
	Iteration 32F: 3 clusters Score -187203.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Entering Unmasked Estep 
Score: -2315008.250000 Penalty: 1637.782104
	Iteration 0F: 2 clusters Score -2315008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2298902.250000 Penalty: 3275.564209
	Iteration 0F: 3 clusters Score -2298902 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2304873.000000 Penalty: 3275.564209
	Iteration 1F: 3 clusters Score -2304873 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2305286.750000 Penalty: 3275.564209
	Iteration 2Q: 3 clusters Score -2305287 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2305712.250000 Penalty: 3275.564209
	Iteration 3Q: 3 clusters Score -2305712 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2306227.250000 Penalty: 3275.564209
	Iteration 4Q: 3 clusters Score -2306227 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2306821.750000 Penalty: 3275.564209
	Iteration 5F: 3 clusters Score -2306822 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2307459.000000 Penalty: 3275.564209
	Iteration 6F: 3 clusters Score -2307459 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2308159.750000 Penalty: 3275.564209
	Iteration 7F: 3 clusters Score -2308160 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2308913.250000 Penalty: 3275.564209
	Iteration 8F: 3 clusters Score -2308913 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2309633.000000 Penalty: 3275.564209
	Iteration 9F: 3 clusters Score -2309633 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2310366.000000 Penalty: 3275.564209
	Iteration 10F: 3 clusters Score -2310366 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2311010.500000 Penalty: 3275.564209
	Iteration 11Q: 3 clusters Score -2311010 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2311668.500000 Penalty: 3275.564209
	Iteration 12Q: 3 clusters Score -2311668 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2312270.000000 Penalty: 3275.564209
	Iteration 13Q: 3 clusters Score -2312270 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2312721.500000 Penalty: 3275.564209
	Iteration 14Q: 3 clusters Score -2312722 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2313047.000000 Penalty: 3275.564209
	Iteration 15Q: 3 clusters Score -2313047 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2313284.750000 Penalty: 3275.564209
	Iteration 16Q: 3 clusters Score -2313285 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2313416.500000 Penalty: 3275.564209
	Iteration 17Q: 3 clusters Score -2313416 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2313509.250000 Penalty: 3275.564209
	Iteration 18Q: 3 clusters Score -2313509 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2313560.000000 Penalty: 3275.564209
	Iteration 19Q: 3 clusters Score -2313560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2313592.000000 Penalty: 3275.564209
	Iteration 20F: 3 clusters Score -2313592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2313617.500000 Penalty: 3275.564209
	Iteration 21Q: 3 clusters Score -2313618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2313637.250000 Penalty: 3275.564209
	Iteration 22Q: 3 clusters Score -2313637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2313654.500000 Penalty: 3275.564209
	Iteration 23Q: 3 clusters Score -2313654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2313662.500000 Penalty: 3275.564209
	Iteration 24Q: 3 clusters Score -2313662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2313675.000000 Penalty: 3275.564209
	Iteration 25Q: 3 clusters Score -2313675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2313684.250000 Penalty: 3275.564209
	Iteration 26Q: 3 clusters Score -2313684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2313699.000000 Penalty: 3275.564209
	Iteration 27Q: 3 clusters Score -2313699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2313705.750000 Penalty: 3275.564209
	Iteration 28Q: 3 clusters Score -2313706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2313707.250000 Penalty: 3275.564209
	Iteration 29Q: 3 clusters Score -2313707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2313710.500000 Penalty: 3275.564209
	Iteration 30Q: 3 clusters Score -2313710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2313710.500000 Penalty: 3275.564209
	Iteration 31Q: 3 clusters Score -2313710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2313713.000000 Penalty: 3275.564209
	Iteration 32Q: 3 clusters Score -2313713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2313716.750000 Penalty: 3275.564209
	Iteration 33Q: 3 clusters Score -2313717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2313720.250000 Penalty: 3275.564209
	Iteration 34Q: 3 clusters Score -2313720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2313718.000000 Penalty: 3275.564209
	Iteration 35Q: 3 clusters Score -2313718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2313718.000000 Penalty: 3275.564209
	Iteration 36F: 3 clusters Score -2313718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103275 members 
Entering Unmasked Estep 
Score: -9830069.000000 Penalty: 1876.087036
	Iteration 0F: 2 clusters Score -9830069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -9761142.000000 Penalty: 3752.174072
	Iteration 0F: 3 clusters Score -9761142 nChanged 49271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -9790219.000000 Penalty: 3752.174072
	Iteration 1F: 3 clusters Score -9790219 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -9791670.000000 Penalty: 3752.174072
	Iteration 2Q: 3 clusters Score -9791670 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -9793989.000000 Penalty: 3752.174072
	Iteration 3Q: 3 clusters Score -9793989 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -9797859.000000 Penalty: 3752.174072
	Iteration 4F: 3 clusters Score -9797859 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -9803335.000000 Penalty: 3752.174072
	Iteration 5F: 3 clusters Score -9803335 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -9810351.000000 Penalty: 3752.174072
	Iteration 6F: 3 clusters Score -9810351 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -9817609.000000 Penalty: 3752.174072
	Iteration 7F: 3 clusters Score -9817609 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -9823413.000000 Penalty: 3752.174072
	Iteration 8F: 3 clusters Score -9823413 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 74331 members 
Entering Unmasked Estep 
Score: -9826003.000000 Penalty: 3752.174072
	Iteration 9Q: 3 clusters Score -9826003 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 75483 members 
Entering Unmasked Estep 
Score: -9827073.000000 Penalty: 3752.174072
	Iteration 10Q: 3 clusters Score -9827073 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -9827710.000000 Penalty: 3752.174072
	Iteration 11Q: 3 clusters Score -9827710 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -9828119.000000 Penalty: 3752.174072
	Iteration 12Q: 3 clusters Score -9828119 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -9828409.000000 Penalty: 3752.174072
	Iteration 13Q: 3 clusters Score -9828409 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -9828747.000000 Penalty: 3752.174072
	Iteration 14Q: 3 clusters Score -9828747 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
Score: -9829005.000000 Penalty: 3752.174072
	Iteration 15Q: 3 clusters Score -9829005 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -9829219.000000 Penalty: 3752.174072
	Iteration 16Q: 3 clusters Score -9829219 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -9829499.000000 Penalty: 3752.174072
	Iteration 17Q: 3 clusters Score -9829499 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 82160 members 
Entering Unmasked Estep 
Score: -9829784.000000 Penalty: 3752.174072
	Iteration 18Q: 3 clusters Score -9829784 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -9830104.000000 Penalty: 3752.174072
	Iteration 19Q: 3 clusters Score -9830104 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -9830382.000000 Penalty: 3752.174072
	Iteration 20F: 3 clusters Score -9830382 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -9830701.000000 Penalty: 3752.174072
	Iteration 21Q: 3 clusters Score -9830701 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -9831021.000000 Penalty: 3752.174072
	Iteration 22Q: 3 clusters Score -9831021 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
Score: -9831336.000000 Penalty: 3752.174072
	Iteration 23Q: 3 clusters Score -9831336 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -9831632.000000 Penalty: 3752.174072
	Iteration 24Q: 3 clusters Score -9831632 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -9831818.000000 Penalty: 3752.174072
	Iteration 25Q: 3 clusters Score -9831818 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 87132 members 
Entering Unmasked Estep 
Score: -9831952.000000 Penalty: 3752.174072
	Iteration 26Q: 3 clusters Score -9831952 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -9832069.000000 Penalty: 3752.174072
	Iteration 27Q: 3 clusters Score -9832069 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -9832135.000000 Penalty: 3752.174072
	Iteration 28Q: 3 clusters Score -9832135 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -9832190.000000 Penalty: 3752.174072
	Iteration 29Q: 3 clusters Score -9832190 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 88431 members 
Entering Unmasked Estep 
Score: -9832175.000000 Penalty: 3752.174072
	Iteration 30Q: 3 clusters Score -9832175 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -9832198.000000 Penalty: 3752.174072
	Iteration 31Q: 3 clusters Score -9832198 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
Score: -9832221.000000 Penalty: 3752.174072
	Iteration 32Q: 3 clusters Score -9832221 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -9832224.000000 Penalty: 3752.174072
	Iteration 33Q: 3 clusters Score -9832224 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 89134 members 
Entering Unmasked Estep 
Score: -9832212.000000 Penalty: 3752.174072
	Iteration 34Q: 3 clusters Score -9832212 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -9832209.000000 Penalty: 3752.174072
	Iteration 35Q: 3 clusters Score -9832209 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -9832228.000000 Penalty: 3752.174072
	Iteration 36Q: 3 clusters Score -9832228 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -9832259.000000 Penalty: 3752.174072
	Iteration 37Q: 3 clusters Score -9832259 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -9832249.000000 Penalty: 3752.174072
	Iteration 38Q: 3 clusters Score -9832249 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 89798 members 
Entering Unmasked Estep 
Score: -9832264.000000 Penalty: 3752.174072
	Iteration 39Q: 3 clusters Score -9832264 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 89914 members 
Entering Unmasked Estep 
Score: -9832288.000000 Penalty: 3752.174072
	Iteration 40F: 3 clusters Score -9832288 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -9832289.000000 Penalty: 3752.174072
	Iteration 41Q: 3 clusters Score -9832289 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
Score: -9832290.000000 Penalty: 3752.174072
	Iteration 42Q: 3 clusters Score -9832290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -9832317.000000 Penalty: 3752.174072
	Iteration 43Q: 3 clusters Score -9832317 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -9832337.000000 Penalty: 3752.174072
	Iteration 44Q: 3 clusters Score -9832337 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -9832351.000000 Penalty: 3752.174072
	Iteration 45Q: 3 clusters Score -9832351 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 90474 members 
Entering Unmasked Estep 
Score: -9832332.000000 Penalty: 3752.174072
	Iteration 46Q: 3 clusters Score -9832332 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 90555 members 
Entering Unmasked Estep 
Score: -9832338.000000 Penalty: 3752.174072
	Iteration 47Q: 3 clusters Score -9832338 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -9832329.000000 Penalty: 3752.174072
	Iteration 48Q: 3 clusters Score -9832329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -9832329.000000 Penalty: 3752.174072
	Iteration 49Q: 3 clusters Score -9832329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 90726 members 
Entering Unmasked Estep 
Score: -9832338.000000 Penalty: 3752.174072
	Iteration 50Q: 3 clusters Score -9832338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -9832337.000000 Penalty: 3752.174072
	Iteration 51Q: 3 clusters Score -9832337 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -9832348.000000 Penalty: 3752.174072
	Iteration 52Q: 3 clusters Score -9832348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 90924 members 
Entering Unmasked Estep 
Score: -9832355.000000 Penalty: 3752.174072
	Iteration 53Q: 3 clusters Score -9832355 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 90984 members 
Entering Unmasked Estep 
Score: -9832372.000000 Penalty: 3752.174072
	Iteration 54Q: 3 clusters Score -9832372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -9832368.000000 Penalty: 3752.174072
	Iteration 55Q: 3 clusters Score -9832368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -9832361.000000 Penalty: 3752.174072
	Iteration 56Q: 3 clusters Score -9832361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -9832368.000000 Penalty: 3752.174072
	Iteration 57Q: 3 clusters Score -9832368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -9832354.000000 Penalty: 3752.174072
	Iteration 58Q: 3 clusters Score -9832354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 91127 members 
Entering Unmasked Estep 
Score: -9832367.000000 Penalty: 3752.174072
	Iteration 59Q: 3 clusters Score -9832367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -9832366.000000 Penalty: 3752.174072
	Iteration 60F: 3 clusters Score -9832366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -9832376.000000 Penalty: 3752.174072
	Iteration 61Q: 3 clusters Score -9832376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -9832377.000000 Penalty: 3752.174072
	Iteration 62Q: 3 clusters Score -9832377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -9832381.000000 Penalty: 3752.174072
	Iteration 63Q: 3 clusters Score -9832381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -9832383.000000 Penalty: 3752.174072
	Iteration 64Q: 3 clusters Score -9832383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 91206 members 
Entering Unmasked Estep 
Score: -9832400.000000 Penalty: 3752.174072
	Iteration 65Q: 3 clusters Score -9832400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -9832393.000000 Penalty: 3752.174072
	Iteration 66Q: 3 clusters Score -9832393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 91219 members 
Entering Unmasked Estep 
Score: -9832395.000000 Penalty: 3752.174072
	Iteration 67Q: 3 clusters Score -9832395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -9832398.000000 Penalty: 3752.174072
	Iteration 68Q: 3 clusters Score -9832398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -9832402.000000 Penalty: 3752.174072
	Iteration 69Q: 3 clusters Score -9832402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -9832394.000000 Penalty: 3752.174072
	Iteration 70Q: 3 clusters Score -9832394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 91241 members 
Entering Unmasked Estep 
Score: -9832400.000000 Penalty: 3752.174072
	Iteration 71Q: 3 clusters Score -9832400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 91243 members 
Entering Unmasked Estep 
Score: -9832396.000000 Penalty: 3752.174072
	Iteration 72Q: 3 clusters Score -9832396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 91244 members 
Entering Unmasked Estep 
Score: -9832396.000000 Penalty: 3752.174072
	Iteration 73Q: 3 clusters Score -9832396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 91244 members 
Entering Unmasked Estep 
Score: -9832396.000000 Penalty: 3752.174072
	Iteration 74F: 3 clusters Score -9832396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 12692 members 
Mstep: Class 3 contains 17382 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 15513 members 
Mstep: Class 7 contains 1544 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 23829 members 
Mstep: Class 10 contains 15160 members 
Mstep: Class 11 contains 12031 members 
Mstep: Class 12 contains 15134 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 44846 members 
Mstep: Class 18 contains 13955 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 100282 members 
Mstep: Class 21 contains 82545 members 
Mstep: Class 22 contains 91244 members 
Entering Unmasked Estep 
Score: -44802344.000000 Penalty: 46773.742188
Splitting cluster 11 changes total score from -44798756.000000 to -44802344.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (15134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Entering Unmasked Estep 
Score: -1437467.750000 Penalty: 1564.013672
	Iteration 0F: 2 clusters Score -1437468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1427027.250000 Penalty: 3128.027344
	Iteration 0F: 3 clusters Score -1427027 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1430687.250000 Penalty: 3128.027344
	Iteration 1F: 3 clusters Score -1430687 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1430988.125000 Penalty: 3128.027344
	Iteration 2F: 3 clusters Score -1430988 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1431274.125000 Penalty: 3128.027344
	Iteration 3Q: 3 clusters Score -1431274 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1431578.250000 Penalty: 3128.027344
	Iteration 4Q: 3 clusters Score -1431578 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1431928.625000 Penalty: 3128.027344
	Iteration 5Q: 3 clusters Score -1431929 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1432412.000000 Penalty: 3128.027344
	Iteration 6F: 3 clusters Score -1432412 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1433122.625000 Penalty: 3128.027344
	Iteration 7F: 3 clusters Score -1433123 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1434028.750000 Penalty: 3128.027344
	Iteration 8F: 3 clusters Score -1434029 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1434959.750000 Penalty: 3128.027344
	Iteration 9F: 3 clusters Score -1434960 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1435728.625000 Penalty: 3128.027344
	Iteration 10F: 3 clusters Score -1435729 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1436281.500000 Penalty: 3128.027344
	Iteration 11Q: 3 clusters Score -1436282 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1436677.500000 Penalty: 3128.027344
	Iteration 12Q: 3 clusters Score -1436678 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1436962.250000 Penalty: 3128.027344
	Iteration 13Q: 3 clusters Score -1436962 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1437199.750000 Penalty: 3128.027344
	Iteration 14Q: 3 clusters Score -1437200 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1437379.125000 Penalty: 3128.027344
	Iteration 15Q: 3 clusters Score -1437379 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1437526.375000 Penalty: 3128.027344
	Iteration 16Q: 3 clusters Score -1437526 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1437641.625000 Penalty: 3128.027344
	Iteration 17Q: 3 clusters Score -1437642 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1437715.875000 Penalty: 3128.027344
	Iteration 18Q: 3 clusters Score -1437716 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1437770.875000 Penalty: 3128.027344
	Iteration 19Q: 3 clusters Score -1437771 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1437813.875000 Penalty: 3128.027344
	Iteration 20F: 3 clusters Score -1437814 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1437837.875000 Penalty: 3128.027344
	Iteration 21Q: 3 clusters Score -1437838 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1437848.250000 Penalty: 3128.027344
	Iteration 22Q: 3 clusters Score -1437848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1437860.750000 Penalty: 3128.027344
	Iteration 23Q: 3 clusters Score -1437861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1437872.875000 Penalty: 3128.027344
	Iteration 24Q: 3 clusters Score -1437873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1437876.875000 Penalty: 3128.027344
	Iteration 25Q: 3 clusters Score -1437877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1437880.375000 Penalty: 3128.027344
	Iteration 26Q: 3 clusters Score -1437880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1437880.000000 Penalty: 3128.027344
	Iteration 27Q: 3 clusters Score -1437880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1437883.125000 Penalty: 3128.027344
	Iteration 28Q: 3 clusters Score -1437883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1437888.125000 Penalty: 3128.027344
	Iteration 29Q: 3 clusters Score -1437888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1437889.125000 Penalty: 3128.027344
	Iteration 30Q: 3 clusters Score -1437889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1437890.000000 Penalty: 3128.027344
	Iteration 31Q: 3 clusters Score -1437890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1437890.250000 Penalty: 3128.027344
	Iteration 32Q: 3 clusters Score -1437890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1437891.250000 Penalty: 3128.027344
	Iteration 33Q: 3 clusters Score -1437891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1437890.750000 Penalty: 3128.027344
	Iteration 34Q: 3 clusters Score -1437891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1437892.875000 Penalty: 3128.027344
	Iteration 35Q: 3 clusters Score -1437893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1437897.500000 Penalty: 3128.027344
	Iteration 36Q: 3 clusters Score -1437898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1437896.125000 Penalty: 3128.027344
	Iteration 37Q: 3 clusters Score -1437896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1437894.750000 Penalty: 3128.027344
	Iteration 38Q: 3 clusters Score -1437895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1437895.375000 Penalty: 3128.027344
	Iteration 39Q: 3 clusters Score -1437895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1437894.250000 Penalty: 3128.027344
	Iteration 40F: 3 clusters Score -1437894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1437895.500000 Penalty: 3128.027344
	Iteration 41Q: 3 clusters Score -1437896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1437896.000000 Penalty: 3128.027344
	Iteration 42Q: 3 clusters Score -1437896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1437898.125000 Penalty: 3128.027344
	Iteration 43Q: 3 clusters Score -1437898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1437897.750000 Penalty: 3128.027344
	Iteration 44Q: 3 clusters Score -1437898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1437901.875000 Penalty: 3128.027344
	Iteration 45Q: 3 clusters Score -1437902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1437901.250000 Penalty: 3128.027344
	Iteration 46Q: 3 clusters Score -1437901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1437901.375000 Penalty: 3128.027344
	Iteration 47Q: 3 clusters Score -1437901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1437900.500000 Penalty: 3128.027344
	Iteration 48Q: 3 clusters Score -1437900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1437899.875000 Penalty: 3128.027344
	Iteration 49Q: 3 clusters Score -1437900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1437898.500000 Penalty: 3128.027344
	Iteration 50Q: 3 clusters Score -1437898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1437899.375000 Penalty: 3128.027344
	Iteration 51Q: 3 clusters Score -1437899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1437900.750000 Penalty: 3128.027344
	Iteration 52Q: 3 clusters Score -1437901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1437900.375000 Penalty: 3128.027344
	Iteration 53Q: 3 clusters Score -1437900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1437900.500000 Penalty: 3128.027344
	Iteration 54Q: 3 clusters Score -1437900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1437899.250000 Penalty: 3128.027344
	Iteration 55Q: 3 clusters Score -1437899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1437900.625000 Penalty: 3128.027344
	Iteration 56Q: 3 clusters Score -1437901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1437902.750000 Penalty: 3128.027344
	Iteration 57Q: 3 clusters Score -1437903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1437900.625000 Penalty: 3128.027344
	Iteration 58Q: 3 clusters Score -1437901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1437900.000000 Penalty: 3128.027344
	Iteration 59Q: 3 clusters Score -1437900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1437900.000000 Penalty: 3128.027344
	Iteration 60F: 3 clusters Score -1437900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 12692 members 
Mstep: Class 3 contains 17382 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 15513 members 
Mstep: Class 7 contains 1544 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 23829 members 
Mstep: Class 10 contains 15160 members 
Mstep: Class 11 contains 12031 members 
Mstep: Class 12 contains 11299 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 44846 members 
Mstep: Class 18 contains 13955 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 100282 members 
Mstep: Class 21 contains 82545 members 
Mstep: Class 22 contains 91244 members 
Mstep: Class 23 contains 3835 members 
Entering Unmasked Estep 
Score: -44802216.000000 Penalty: 48899.824219
Splitting cluster 12 changes total score from -44798756.000000 to -44802216.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -298235.625000 Penalty: 1308.911499
	Iteration 0F: 2 clusters Score -298235.6 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 1553 members 
Entering Unmasked Estep 
Score: -295453.812500 Penalty: 2617.822998
	Iteration 0F: 3 clusters Score -295453.8 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -296124.531250 Penalty: 2617.822998
	Iteration 1F: 3 clusters Score -296124.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -296303.375000 Penalty: 2617.822998
	Iteration 2F: 3 clusters Score -296303.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -296454.156250 Penalty: 2617.822998
	Iteration 3F: 3 clusters Score -296454.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -296594.937500 Penalty: 2617.822998
	Iteration 4F: 3 clusters Score -296594.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -296691.343750 Penalty: 2617.822998
	Iteration 5Q: 3 clusters Score -296691.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -296782.843750 Penalty: 2617.822998
	Iteration 6Q: 3 clusters Score -296782.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -296838.187500 Penalty: 2617.822998
	Iteration 7Q: 3 clusters Score -296838.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -296885.250000 Penalty: 2617.822998
	Iteration 8Q: 3 clusters Score -296885.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -296940.562500 Penalty: 2617.822998
	Iteration 9Q: 3 clusters Score -296940.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -296988.468750 Penalty: 2617.822998
	Iteration 10Q: 3 clusters Score -296988.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -297027.218750 Penalty: 2617.822998
	Iteration 11Q: 3 clusters Score -297027.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -297057.843750 Penalty: 2617.822998
	Iteration 12Q: 3 clusters Score -297057.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -297085.906250 Penalty: 2617.822998
	Iteration 13Q: 3 clusters Score -297085.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -297123.125000 Penalty: 2617.822998
	Iteration 14Q: 3 clusters Score -297123.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -297157.750000 Penalty: 2617.822998
	Iteration 15Q: 3 clusters Score -297157.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -297185.281250 Penalty: 2617.822998
	Iteration 16Q: 3 clusters Score -297185.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -297216.406250 Penalty: 2617.822998
	Iteration 17Q: 3 clusters Score -297216.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -297246.437500 Penalty: 2617.822998
	Iteration 18Q: 3 clusters Score -297246.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -297270.875000 Penalty: 2617.822998
	Iteration 19Q: 3 clusters Score -297270.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -297289.875000 Penalty: 2617.822998
	Iteration 20F: 3 clusters Score -297289.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -297310.250000 Penalty: 2617.822998
	Iteration 21Q: 3 clusters Score -297310.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -297326.812500 Penalty: 2617.822998
	Iteration 22Q: 3 clusters Score -297326.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -297348.718750 Penalty: 2617.822998
	Iteration 23Q: 3 clusters Score -297348.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -297372.000000 Penalty: 2617.822998
	Iteration 24Q: 3 clusters Score -297372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -297393.218750 Penalty: 2617.822998
	Iteration 25Q: 3 clusters Score -297393.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -297419.593750 Penalty: 2617.822998
	Iteration 26Q: 3 clusters Score -297419.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -297439.531250 Penalty: 2617.822998
	Iteration 27Q: 3 clusters Score -297439.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -297453.187500 Penalty: 2617.822998
	Iteration 28Q: 3 clusters Score -297453.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -297470.937500 Penalty: 2617.822998
	Iteration 29Q: 3 clusters Score -297470.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -297486.468750 Penalty: 2617.822998
	Iteration 30Q: 3 clusters Score -297486.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -297499.875000 Penalty: 2617.822998
	Iteration 31Q: 3 clusters Score -297499.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -297509.812500 Penalty: 2617.822998
	Iteration 32Q: 3 clusters Score -297509.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -297518.375000 Penalty: 2617.822998
	Iteration 33Q: 3 clusters Score -297518.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -297524.750000 Penalty: 2617.822998
	Iteration 34Q: 3 clusters Score -297524.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -297532.250000 Penalty: 2617.822998
	Iteration 35Q: 3 clusters Score -297532.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -297543.187500 Penalty: 2617.822998
	Iteration 36Q: 3 clusters Score -297543.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -297553.031250 Penalty: 2617.822998
	Iteration 37Q: 3 clusters Score -297553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -297560.406250 Penalty: 2617.822998
	Iteration 38Q: 3 clusters Score -297560.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -297565.718750 Penalty: 2617.822998
	Iteration 39Q: 3 clusters Score -297565.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -297571.312500 Penalty: 2617.822998
	Iteration 40F: 3 clusters Score -297571.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -297575.843750 Penalty: 2617.822998
	Iteration 41Q: 3 clusters Score -297575.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -297579.187500 Penalty: 2617.822998
	Iteration 42Q: 3 clusters Score -297579.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -297580.500000 Penalty: 2617.822998
	Iteration 43Q: 3 clusters Score -297580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -297581.406250 Penalty: 2617.822998
	Iteration 44Q: 3 clusters Score -297581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -297581.125000 Penalty: 2617.822998
	Iteration 45Q: 3 clusters Score -297581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -297581.125000 Penalty: 2617.822998
	Iteration 46F: 3 clusters Score -297581.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -461276.562500 Penalty: 1384.562988
	Iteration 0F: 2 clusters Score -461276.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -457285.687500 Penalty: 2769.125977
	Iteration 0F: 3 clusters Score -457285.7 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -458503.281250 Penalty: 2769.125977
	Iteration 1F: 3 clusters Score -458503.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -458909.312500 Penalty: 2769.125977
	Iteration 2F: 3 clusters Score -458909.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -459271.468750 Penalty: 2769.125977
	Iteration 3F: 3 clusters Score -459271.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -459611.343750 Penalty: 2769.125977
	Iteration 4F: 3 clusters Score -459611.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -459893.656250 Penalty: 2769.125977
	Iteration 5F: 3 clusters Score -459893.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -460126.750000 Penalty: 2769.125977
	Iteration 6F: 3 clusters Score -460126.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -460320.343750 Penalty: 2769.125977
	Iteration 7Q: 3 clusters Score -460320.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -460480.968750 Penalty: 2769.125977
	Iteration 8Q: 3 clusters Score -460481 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -460594.187500 Penalty: 2769.125977
	Iteration 9Q: 3 clusters Score -460594.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -460661.250000 Penalty: 2769.125977
	Iteration 10Q: 3 clusters Score -460661.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -460704.000000 Penalty: 2769.125977
	Iteration 11Q: 3 clusters Score -460704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -460729.062500 Penalty: 2769.125977
	Iteration 12Q: 3 clusters Score -460729.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -460744.750000 Penalty: 2769.125977
	Iteration 13Q: 3 clusters Score -460744.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -460753.593750 Penalty: 2769.125977
	Iteration 14Q: 3 clusters Score -460753.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -460763.562500 Penalty: 2769.125977
	Iteration 15Q: 3 clusters Score -460763.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -460770.500000 Penalty: 2769.125977
	Iteration 16Q: 3 clusters Score -460770.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -460776.093750 Penalty: 2769.125977
	Iteration 17Q: 3 clusters Score -460776.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -460779.531250 Penalty: 2769.125977
	Iteration 18Q: 3 clusters Score -460779.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -460783.968750 Penalty: 2769.125977
	Iteration 19Q: 3 clusters Score -460784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -460786.437500 Penalty: 2769.125977
	Iteration 20F: 3 clusters Score -460786.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -460789.125000 Penalty: 2769.125977
	Iteration 21Q: 3 clusters Score -460789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -460790.812500 Penalty: 2769.125977
	Iteration 22Q: 3 clusters Score -460790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -460791.562500 Penalty: 2769.125977
	Iteration 23Q: 3 clusters Score -460791.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -460792.281250 Penalty: 2769.125977
	Iteration 24Q: 3 clusters Score -460792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -460792.437500 Penalty: 2769.125977
	Iteration 25Q: 3 clusters Score -460792.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -460792.437500 Penalty: 2769.125977
	Iteration 26F: 3 clusters Score -460792.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Entering Unmasked Estep 
Score: -923753.125000 Penalty: 1492.165649
	Iteration 0F: 2 clusters Score -923753.1 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 4855 members 
Entering Unmasked Estep 
Score: -916804.250000 Penalty: 2984.331299
	Iteration 0F: 3 clusters Score -916804.2 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -918988.000000 Penalty: 2984.331299
	Iteration 1F: 3 clusters Score -918988 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -919223.937500 Penalty: 2984.331299
	Iteration 2F: 3 clusters Score -919223.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -919476.187500 Penalty: 2984.331299
	Iteration 3F: 3 clusters Score -919476.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -919760.375000 Penalty: 2984.331299
	Iteration 4F: 3 clusters Score -919760.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -920084.125000 Penalty: 2984.331299
	Iteration 5F: 3 clusters Score -920084.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -920459.750000 Penalty: 2984.331299
	Iteration 6F: 3 clusters Score -920459.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -920903.312500 Penalty: 2984.331299
	Iteration 7F: 3 clusters Score -920903.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -921337.687500 Penalty: 2984.331299
	Iteration 8F: 3 clusters Score -921337.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -921797.125000 Penalty: 2984.331299
	Iteration 9F: 3 clusters Score -921797.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -922268.500000 Penalty: 2984.331299
	Iteration 10F: 3 clusters Score -922268.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -922671.000000 Penalty: 2984.331299
	Iteration 11Q: 3 clusters Score -922671 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -922927.000000 Penalty: 2984.331299
	Iteration 12Q: 3 clusters Score -922927 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -923100.375000 Penalty: 2984.331299
	Iteration 13Q: 3 clusters Score -923100.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -923244.562500 Penalty: 2984.331299
	Iteration 14Q: 3 clusters Score -923244.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -923366.062500 Penalty: 2984.331299
	Iteration 15Q: 3 clusters Score -923366.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -923439.312500 Penalty: 2984.331299
	Iteration 16Q: 3 clusters Score -923439.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -923492.812500 Penalty: 2984.331299
	Iteration 17Q: 3 clusters Score -923492.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -923520.250000 Penalty: 2984.331299
	Iteration 18Q: 3 clusters Score -923520.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -923536.875000 Penalty: 2984.331299
	Iteration 19Q: 3 clusters Score -923536.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -923546.187500 Penalty: 2984.331299
	Iteration 20F: 3 clusters Score -923546.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -923555.687500 Penalty: 2984.331299
	Iteration 21Q: 3 clusters Score -923555.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -923558.500000 Penalty: 2984.331299
	Iteration 22Q: 3 clusters Score -923558.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -923565.312500 Penalty: 2984.331299
	Iteration 23Q: 3 clusters Score -923565.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -923566.562500 Penalty: 2984.331299
	Iteration 24Q: 3 clusters Score -923566.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -923570.437500 Penalty: 2984.331299
	Iteration 25Q: 3 clusters Score -923570.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -923571.062500 Penalty: 2984.331299
	Iteration 26Q: 3 clusters Score -923571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -923572.500000 Penalty: 2984.331299
	Iteration 27Q: 3 clusters Score -923572.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -923572.937500 Penalty: 2984.331299
	Iteration 28Q: 3 clusters Score -923572.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -923572.875000 Penalty: 2984.331299
	Iteration 29Q: 3 clusters Score -923572.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -923574.500000 Penalty: 2984.331299
	Iteration 30Q: 3 clusters Score -923574.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -923574.375000 Penalty: 2984.331299
	Iteration 31Q: 3 clusters Score -923574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -923574.875000 Penalty: 2984.331299
	Iteration 32Q: 3 clusters Score -923574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -923575.875000 Penalty: 2984.331299
	Iteration 33Q: 3 clusters Score -923575.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -923574.000000 Penalty: 2984.331299
	Iteration 34Q: 3 clusters Score -923574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -923575.937500 Penalty: 2984.331299
	Iteration 35Q: 3 clusters Score -923575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -923577.875000 Penalty: 2984.331299
	Iteration 36Q: 3 clusters Score -923577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -923579.062500 Penalty: 2984.331299
	Iteration 37Q: 3 clusters Score -923579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -923577.750000 Penalty: 2984.331299
	Iteration 38Q: 3 clusters Score -923577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -923577.750000 Penalty: 2984.331299
	Iteration 39F: 3 clusters Score -923577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Entering Unmasked Estep 
Score: -255842.000000 Penalty: 1283.129395
	Iteration 0F: 2 clusters Score -255842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -253318.343750 Penalty: 2566.258789
	Iteration 0F: 3 clusters Score -253318.3 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -253877.031250 Penalty: 2566.258789
	Iteration 1F: 3 clusters Score -253877 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -254013.078125 Penalty: 2566.258789
	Iteration 2F: 3 clusters Score -254013.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -254099.328125 Penalty: 2566.258789
	Iteration 3F: 3 clusters Score -254099.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -254151.406250 Penalty: 2566.258789
	Iteration 4Q: 3 clusters Score -254151.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -254182.250000 Penalty: 2566.258789
	Iteration 5Q: 3 clusters Score -254182.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -254212.062500 Penalty: 2566.258789
	Iteration 6Q: 3 clusters Score -254212.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -254239.734375 Penalty: 2566.258789
	Iteration 7Q: 3 clusters Score -254239.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -254266.578125 Penalty: 2566.258789
	Iteration 8Q: 3 clusters Score -254266.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -254294.031250 Penalty: 2566.258789
	Iteration 9Q: 3 clusters Score -254294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -254320.468750 Penalty: 2566.258789
	Iteration 10Q: 3 clusters Score -254320.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -254341.375000 Penalty: 2566.258789
	Iteration 11Q: 3 clusters Score -254341.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -254359.203125 Penalty: 2566.258789
	Iteration 12Q: 3 clusters Score -254359.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -254377.984375 Penalty: 2566.258789
	Iteration 13Q: 3 clusters Score -254378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -254399.953125 Penalty: 2566.258789
	Iteration 14Q: 3 clusters Score -254400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -254428.046875 Penalty: 2566.258789
	Iteration 15Q: 3 clusters Score -254428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -254455.671875 Penalty: 2566.258789
	Iteration 16Q: 3 clusters Score -254455.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -254477.593750 Penalty: 2566.258789
	Iteration 17Q: 3 clusters Score -254477.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -254500.484375 Penalty: 2566.258789
	Iteration 18Q: 3 clusters Score -254500.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -254522.937500 Penalty: 2566.258789
	Iteration 19Q: 3 clusters Score -254522.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -254540.625000 Penalty: 2566.258789
	Iteration 20F: 3 clusters Score -254540.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -254554.937500 Penalty: 2566.258789
	Iteration 21Q: 3 clusters Score -254554.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -254567.984375 Penalty: 2566.258789
	Iteration 22Q: 3 clusters Score -254568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -254577.843750 Penalty: 2566.258789
	Iteration 23Q: 3 clusters Score -254577.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -254587.515625 Penalty: 2566.258789
	Iteration 24Q: 3 clusters Score -254587.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -254595.671875 Penalty: 2566.258789
	Iteration 25Q: 3 clusters Score -254595.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -254601.218750 Penalty: 2566.258789
	Iteration 26Q: 3 clusters Score -254601.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -254610.515625 Penalty: 2566.258789
	Iteration 27Q: 3 clusters Score -254610.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -254617.984375 Penalty: 2566.258789
	Iteration 28Q: 3 clusters Score -254618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -254626.078125 Penalty: 2566.258789
	Iteration 29Q: 3 clusters Score -254626.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -254632.468750 Penalty: 2566.258789
	Iteration 30Q: 3 clusters Score -254632.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -254639.890625 Penalty: 2566.258789
	Iteration 31Q: 3 clusters Score -254639.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -254649.640625 Penalty: 2566.258789
	Iteration 32Q: 3 clusters Score -254649.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -254658.171875 Penalty: 2566.258789
	Iteration 33Q: 3 clusters Score -254658.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -254670.781250 Penalty: 2566.258789
	Iteration 34Q: 3 clusters Score -254670.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -254680.171875 Penalty: 2566.258789
	Iteration 35Q: 3 clusters Score -254680.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -254689.234375 Penalty: 2566.258789
	Iteration 36Q: 3 clusters Score -254689.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -254704.421875 Penalty: 2566.258789
	Iteration 37Q: 3 clusters Score -254704.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -254719.046875 Penalty: 2566.258789
	Iteration 38Q: 3 clusters Score -254719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -254736.734375 Penalty: 2566.258789
	Iteration 39Q: 3 clusters Score -254736.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -254749.625000 Penalty: 2566.258789
	Iteration 40F: 3 clusters Score -254749.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -254760.375000 Penalty: 2566.258789
	Iteration 41Q: 3 clusters Score -254760.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -254770.734375 Penalty: 2566.258789
	Iteration 42Q: 3 clusters Score -254770.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -254778.578125 Penalty: 2566.258789
	Iteration 43Q: 3 clusters Score -254778.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -254787.265625 Penalty: 2566.258789
	Iteration 44Q: 3 clusters Score -254787.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -254792.156250 Penalty: 2566.258789
	Iteration 45Q: 3 clusters Score -254792.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -254798.281250 Penalty: 2566.258789
	Iteration 46Q: 3 clusters Score -254798.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -254804.328125 Penalty: 2566.258789
	Iteration 47Q: 3 clusters Score -254804.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -254807.812500 Penalty: 2566.258789
	Iteration 48Q: 3 clusters Score -254807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -254811.203125 Penalty: 2566.258789
	Iteration 49Q: 3 clusters Score -254811.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -254814.500000 Penalty: 2566.258789
	Iteration 50Q: 3 clusters Score -254814.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -254817.359375 Penalty: 2566.258789
	Iteration 51Q: 3 clusters Score -254817.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -254822.062500 Penalty: 2566.258789
	Iteration 52Q: 3 clusters Score -254822.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -254826.906250 Penalty: 2566.258789
	Iteration 53Q: 3 clusters Score -254826.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -254832.156250 Penalty: 2566.258789
	Iteration 54Q: 3 clusters Score -254832.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -254839.109375 Penalty: 2566.258789
	Iteration 55Q: 3 clusters Score -254839.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -254844.187500 Penalty: 2566.258789
	Iteration 56Q: 3 clusters Score -254844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -254846.468750 Penalty: 2566.258789
	Iteration 57Q: 3 clusters Score -254846.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -254848.687500 Penalty: 2566.258789
	Iteration 58Q: 3 clusters Score -254848.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -254850.281250 Penalty: 2566.258789
	Iteration 59Q: 3 clusters Score -254850.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -254852.984375 Penalty: 2566.258789
	Iteration 60F: 3 clusters Score -254853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254856.406250 Penalty: 2566.258789
	Iteration 61Q: 3 clusters Score -254856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -254860.109375 Penalty: 2566.258789
	Iteration 62Q: 3 clusters Score -254860.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -254861.609375 Penalty: 2566.258789
	Iteration 63Q: 3 clusters Score -254861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -254862.906250 Penalty: 2566.258789
	Iteration 64Q: 3 clusters Score -254862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -254863.468750 Penalty: 2566.258789
	Iteration 65Q: 3 clusters Score -254863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -254864.734375 Penalty: 2566.258789
	Iteration 66Q: 3 clusters Score -254864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -254864.750000 Penalty: 2566.258789
	Iteration 67Q: 3 clusters Score -254864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -254865.156250 Penalty: 2566.258789
	Iteration 68Q: 3 clusters Score -254865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -254865.921875 Penalty: 2566.258789
	Iteration 69Q: 3 clusters Score -254865.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -254867.250000 Penalty: 2566.258789
	Iteration 70Q: 3 clusters Score -254867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -254867.156250 Penalty: 2566.258789
	Iteration 71Q: 3 clusters Score -254867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -254867.156250 Penalty: 2566.258789
	Iteration 72F: 3 clusters Score -254867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Entering Unmasked Estep 
Score: -4331573.500000 Penalty: 1740.535889
	Iteration 0F: 2 clusters Score -4331574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4301295.500000 Penalty: 3481.071777
	Iteration 0F: 3 clusters Score -4301296 nChanged 21077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -4313580.500000 Penalty: 3481.071777
	Iteration 1F: 3 clusters Score -4313580 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -4314167.000000 Penalty: 3481.071777
	Iteration 2Q: 3 clusters Score -4314167 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -4314867.500000 Penalty: 3481.071777
	Iteration 3Q: 3 clusters Score -4314868 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -4315723.500000 Penalty: 3481.071777
	Iteration 4Q: 3 clusters Score -4315724 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -4316805.000000 Penalty: 3481.071777
	Iteration 5Q: 3 clusters Score -4316805 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -4318284.000000 Penalty: 3481.071777
	Iteration 6F: 3 clusters Score -4318284 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4319964.500000 Penalty: 3481.071777
	Iteration 7F: 3 clusters Score -4319964 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -4321732.500000 Penalty: 3481.071777
	Iteration 8F: 3 clusters Score -4321732 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -4323110.000000 Penalty: 3481.071777
	Iteration 9F: 3 clusters Score -4323110 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -4324020.500000 Penalty: 3481.071777
	Iteration 10Q: 3 clusters Score -4324020 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -4324547.500000 Penalty: 3481.071777
	Iteration 11Q: 3 clusters Score -4324548 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -4324834.000000 Penalty: 3481.071777
	Iteration 12Q: 3 clusters Score -4324834 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -4324981.000000 Penalty: 3481.071777
	Iteration 13Q: 3 clusters Score -4324981 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4325103.500000 Penalty: 3481.071777
	Iteration 14Q: 3 clusters Score -4325104 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -4325189.000000 Penalty: 3481.071777
	Iteration 15Q: 3 clusters Score -4325189 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -4325248.000000 Penalty: 3481.071777
	Iteration 16Q: 3 clusters Score -4325248 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -4325336.000000 Penalty: 3481.071777
	Iteration 17Q: 3 clusters Score -4325336 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4325414.000000 Penalty: 3481.071777
	Iteration 18Q: 3 clusters Score -4325414 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4325493.000000 Penalty: 3481.071777
	Iteration 19Q: 3 clusters Score -4325493 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -4325588.500000 Penalty: 3481.071777
	Iteration 20F: 3 clusters Score -4325588 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4325695.500000 Penalty: 3481.071777
	Iteration 21Q: 3 clusters Score -4325696 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4325815.000000 Penalty: 3481.071777
	Iteration 22Q: 3 clusters Score -4325815 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -4325953.500000 Penalty: 3481.071777
	Iteration 23Q: 3 clusters Score -4325954 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4326134.500000 Penalty: 3481.071777
	Iteration 24Q: 3 clusters Score -4326134 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4326344.000000 Penalty: 3481.071777
	Iteration 25Q: 3 clusters Score -4326344 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4326570.000000 Penalty: 3481.071777
	Iteration 26Q: 3 clusters Score -4326570 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -4326803.500000 Penalty: 3481.071777
	Iteration 27Q: 3 clusters Score -4326804 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -4327004.000000 Penalty: 3481.071777
	Iteration 28Q: 3 clusters Score -4327004 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -4327250.000000 Penalty: 3481.071777
	Iteration 29Q: 3 clusters Score -4327250 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -4327514.000000 Penalty: 3481.071777
	Iteration 30Q: 3 clusters Score -4327514 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -4327768.000000 Penalty: 3481.071777
	Iteration 31Q: 3 clusters Score -4327768 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -4327999.500000 Penalty: 3481.071777
	Iteration 32Q: 3 clusters Score -4328000 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -4328228.000000 Penalty: 3481.071777
	Iteration 33Q: 3 clusters Score -4328228 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -4328471.500000 Penalty: 3481.071777
	Iteration 34Q: 3 clusters Score -4328472 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -4328695.000000 Penalty: 3481.071777
	Iteration 35Q: 3 clusters Score -4328695 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -4328904.000000 Penalty: 3481.071777
	Iteration 36Q: 3 clusters Score -4328904 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -4329104.000000 Penalty: 3481.071777
	Iteration 37Q: 3 clusters Score -4329104 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -4329310.500000 Penalty: 3481.071777
	Iteration 38Q: 3 clusters Score -4329310 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -4329463.000000 Penalty: 3481.071777
	Iteration 39Q: 3 clusters Score -4329463 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -4329557.500000 Penalty: 3481.071777
	Iteration 40F: 3 clusters Score -4329558 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -4329649.000000 Penalty: 3481.071777
	Iteration 41Q: 3 clusters Score -4329649 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -4329732.500000 Penalty: 3481.071777
	Iteration 42Q: 3 clusters Score -4329732 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -4329805.500000 Penalty: 3481.071777
	Iteration 43Q: 3 clusters Score -4329806 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -4329863.500000 Penalty: 3481.071777
	Iteration 44Q: 3 clusters Score -4329864 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -4329904.500000 Penalty: 3481.071777
	Iteration 45Q: 3 clusters Score -4329904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -4329951.500000 Penalty: 3481.071777
	Iteration 46Q: 3 clusters Score -4329952 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -4329988.000000 Penalty: 3481.071777
	Iteration 47Q: 3 clusters Score -4329988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -4330012.000000 Penalty: 3481.071777
	Iteration 48Q: 3 clusters Score -4330012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -4330023.000000 Penalty: 3481.071777
	Iteration 49Q: 3 clusters Score -4330023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -4330047.000000 Penalty: 3481.071777
	Iteration 50Q: 3 clusters Score -4330047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -4330063.500000 Penalty: 3481.071777
	Iteration 51Q: 3 clusters Score -4330064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -4330079.000000 Penalty: 3481.071777
	Iteration 52Q: 3 clusters Score -4330079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -4330091.000000 Penalty: 3481.071777
	Iteration 53Q: 3 clusters Score -4330091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -4330097.000000 Penalty: 3481.071777
	Iteration 54Q: 3 clusters Score -4330097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -4330109.000000 Penalty: 3481.071777
	Iteration 55Q: 3 clusters Score -4330109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -4330109.500000 Penalty: 3481.071777
	Iteration 56Q: 3 clusters Score -4330110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -4330115.000000 Penalty: 3481.071777
	Iteration 57Q: 3 clusters Score -4330115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -4330119.500000 Penalty: 3481.071777
	Iteration 58Q: 3 clusters Score -4330120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -4330122.000000 Penalty: 3481.071777
	Iteration 59Q: 3 clusters Score -4330122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -4330125.500000 Penalty: 3481.071777
	Iteration 60F: 3 clusters Score -4330126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -4330134.500000 Penalty: 3481.071777
	Iteration 61Q: 3 clusters Score -4330134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -4330138.500000 Penalty: 3481.071777
	Iteration 62Q: 3 clusters Score -4330138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -4330142.000000 Penalty: 3481.071777
	Iteration 63Q: 3 clusters Score -4330142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -4330145.000000 Penalty: 3481.071777
	Iteration 64Q: 3 clusters Score -4330145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -4330144.000000 Penalty: 3481.071777
	Iteration 65Q: 3 clusters Score -4330144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -4330148.000000 Penalty: 3481.071777
	Iteration 66Q: 3 clusters Score -4330148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -4330151.000000 Penalty: 3481.071777
	Iteration 67Q: 3 clusters Score -4330151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -4330156.000000 Penalty: 3481.071777
	Iteration 68Q: 3 clusters Score -4330156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -4330152.500000 Penalty: 3481.071777
	Iteration 69Q: 3 clusters Score -4330152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -4330157.000000 Penalty: 3481.071777
	Iteration 70Q: 3 clusters Score -4330157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -4330156.000000 Penalty: 3481.071777
	Iteration 71Q: 3 clusters Score -4330156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -4330155.500000 Penalty: 3481.071777
	Iteration 72Q: 3 clusters Score -4330156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -4330160.500000 Penalty: 3481.071777
	Iteration 73Q: 3 clusters Score -4330160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -4330157.000000 Penalty: 3481.071777
	Iteration 74Q: 3 clusters Score -4330157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -4330157.500000 Penalty: 3481.071777
	Iteration 75Q: 3 clusters Score -4330158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -4330157.000000 Penalty: 3481.071777
	Iteration 76Q: 3 clusters Score -4330157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -4330157.000000 Penalty: 3481.071777
	Iteration 77F: 3 clusters Score -4330157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Entering Unmasked Estep 
Score: -1302533.750000 Penalty: 1550.833984
	Iteration 0F: 2 clusters Score -1302534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1292783.500000 Penalty: 3101.667969
	Iteration 0F: 3 clusters Score -1292784 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1296220.500000 Penalty: 3101.667969
	Iteration 1F: 3 clusters Score -1296220 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1296742.000000 Penalty: 3101.667969
	Iteration 2F: 3 clusters Score -1296742 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1297384.875000 Penalty: 3101.667969
	Iteration 3F: 3 clusters Score -1297385 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1298134.250000 Penalty: 3101.667969
	Iteration 4F: 3 clusters Score -1298134 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1298947.750000 Penalty: 3101.667969
	Iteration 5F: 3 clusters Score -1298948 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1299665.625000 Penalty: 3101.667969
	Iteration 6F: 3 clusters Score -1299666 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1300266.500000 Penalty: 3101.667969
	Iteration 7F: 3 clusters Score -1300266 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1300697.000000 Penalty: 3101.667969
	Iteration 8Q: 3 clusters Score -1300697 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1300986.125000 Penalty: 3101.667969
	Iteration 9Q: 3 clusters Score -1300986 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1301191.000000 Penalty: 3101.667969
	Iteration 10Q: 3 clusters Score -1301191 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1301300.375000 Penalty: 3101.667969
	Iteration 11Q: 3 clusters Score -1301300 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1301359.500000 Penalty: 3101.667969
	Iteration 12Q: 3 clusters Score -1301360 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1301403.500000 Penalty: 3101.667969
	Iteration 13Q: 3 clusters Score -1301404 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1301443.875000 Penalty: 3101.667969
	Iteration 14Q: 3 clusters Score -1301444 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1301478.250000 Penalty: 3101.667969
	Iteration 15Q: 3 clusters Score -1301478 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1301508.500000 Penalty: 3101.667969
	Iteration 16Q: 3 clusters Score -1301508 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1301535.875000 Penalty: 3101.667969
	Iteration 17Q: 3 clusters Score -1301536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1301555.375000 Penalty: 3101.667969
	Iteration 18Q: 3 clusters Score -1301555 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1301574.625000 Penalty: 3101.667969
	Iteration 19Q: 3 clusters Score -1301575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1301588.250000 Penalty: 3101.667969
	Iteration 20F: 3 clusters Score -1301588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1301600.875000 Penalty: 3101.667969
	Iteration 21Q: 3 clusters Score -1301601 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1301618.375000 Penalty: 3101.667969
	Iteration 22Q: 3 clusters Score -1301618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1301632.125000 Penalty: 3101.667969
	Iteration 23Q: 3 clusters Score -1301632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1301654.500000 Penalty: 3101.667969
	Iteration 24Q: 3 clusters Score -1301654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1301678.125000 Penalty: 3101.667969
	Iteration 25Q: 3 clusters Score -1301678 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1301695.625000 Penalty: 3101.667969
	Iteration 26Q: 3 clusters Score -1301696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1301720.125000 Penalty: 3101.667969
	Iteration 27Q: 3 clusters Score -1301720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1301735.875000 Penalty: 3101.667969
	Iteration 28Q: 3 clusters Score -1301736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1301755.500000 Penalty: 3101.667969
	Iteration 29Q: 3 clusters Score -1301756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1301780.375000 Penalty: 3101.667969
	Iteration 30Q: 3 clusters Score -1301780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1301801.750000 Penalty: 3101.667969
	Iteration 31Q: 3 clusters Score -1301802 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1301835.500000 Penalty: 3101.667969
	Iteration 32Q: 3 clusters Score -1301836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1301893.625000 Penalty: 3101.667969
	Iteration 33Q: 3 clusters Score -1301894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1302001.625000 Penalty: 3101.667969
	Iteration 34Q: 3 clusters Score -1302002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1302154.250000 Penalty: 3101.667969
	Iteration 35Q: 3 clusters Score -1302154 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1302329.500000 Penalty: 3101.667969
	Iteration 36Q: 3 clusters Score -1302330 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1302433.000000 Penalty: 3101.667969
	Iteration 37Q: 3 clusters Score -1302433 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1302495.000000 Penalty: 3101.667969
	Iteration 38Q: 3 clusters Score -1302495 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1302523.500000 Penalty: 3101.667969
	Iteration 39Q: 3 clusters Score -1302524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1302545.000000 Penalty: 3101.667969
	Iteration 40F: 3 clusters Score -1302545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1302551.375000 Penalty: 3101.667969
	Iteration 41Q: 3 clusters Score -1302551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1302557.375000 Penalty: 3101.667969
	Iteration 42Q: 3 clusters Score -1302557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1302559.750000 Penalty: 3101.667969
	Iteration 43Q: 3 clusters Score -1302560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1302561.375000 Penalty: 3101.667969
	Iteration 44Q: 3 clusters Score -1302561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1302560.875000 Penalty: 3101.667969
	Iteration 45Q: 3 clusters Score -1302561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1302563.750000 Penalty: 3101.667969
	Iteration 46Q: 3 clusters Score -1302564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1302566.375000 Penalty: 3101.667969
	Iteration 47Q: 3 clusters Score -1302566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1302564.875000 Penalty: 3101.667969
	Iteration 48Q: 3 clusters Score -1302565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1302564.125000 Penalty: 3101.667969
	Iteration 49Q: 3 clusters Score -1302564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1302564.125000 Penalty: 3101.667969
	Iteration 50F: 3 clusters Score -1302564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 12692 members 
Mstep: Class 3 contains 17382 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 15513 members 
Mstep: Class 7 contains 1544 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 23829 members 
Mstep: Class 10 contains 15160 members 
Mstep: Class 11 contains 12031 members 
Mstep: Class 12 contains 11299 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 44846 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 100282 members 
Mstep: Class 21 contains 82545 members 
Mstep: Class 22 contains 91244 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 4006 members 
Entering Unmasked Estep 
Score: -44801676.000000 Penalty: 51025.902344
Splitting cluster 18 changes total score from -44798756.000000 to -44801676.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (100282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100282 members 
Entering Unmasked Estep 
Score: -9579601.000000 Penalty: 1871.307983
	Iteration 0F: 2 clusters Score -9579601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -9512642.000000 Penalty: 3742.615967
	Iteration 0F: 3 clusters Score -9512642 nChanged 47946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -9541296.000000 Penalty: 3742.615967
	Iteration 1F: 3 clusters Score -9541296 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -9543433.000000 Penalty: 3742.615967
	Iteration 2Q: 3 clusters Score -9543433 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -9546534.000000 Penalty: 3742.615967
	Iteration 3F: 3 clusters Score -9546534 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -9551431.000000 Penalty: 3742.615967
	Iteration 4F: 3 clusters Score -9551431 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -9557636.000000 Penalty: 3742.615967
	Iteration 5F: 3 clusters Score -9557636 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -9564070.000000 Penalty: 3742.615967
	Iteration 6F: 3 clusters Score -9564070 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 85359 members 
Entering Unmasked Estep 
Score: -9569306.000000 Penalty: 3742.615967
	Iteration 7F: 3 clusters Score -9569306 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 88455 members 
Entering Unmasked Estep 
Score: -9573079.000000 Penalty: 3742.615967
	Iteration 8Q: 3 clusters Score -9573079 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -9575336.000000 Penalty: 3742.615967
	Iteration 9Q: 3 clusters Score -9575336 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -9576552.000000 Penalty: 3742.615967
	Iteration 10Q: 3 clusters Score -9576552 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -9577179.000000 Penalty: 3742.615967
	Iteration 11Q: 3 clusters Score -9577179 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 92156 members 
Entering Unmasked Estep 
Score: -9577516.000000 Penalty: 3742.615967
	Iteration 12Q: 3 clusters Score -9577516 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -9577789.000000 Penalty: 3742.615967
	Iteration 13Q: 3 clusters Score -9577789 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -9577928.000000 Penalty: 3742.615967
	Iteration 14Q: 3 clusters Score -9577928 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 93015 members 
Entering Unmasked Estep 
Score: -9578067.000000 Penalty: 3742.615967
	Iteration 15Q: 3 clusters Score -9578067 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 93210 members 
Entering Unmasked Estep 
Score: -9578233.000000 Penalty: 3742.615967
	Iteration 16Q: 3 clusters Score -9578233 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -9578375.000000 Penalty: 3742.615967
	Iteration 17Q: 3 clusters Score -9578375 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -9578438.000000 Penalty: 3742.615967
	Iteration 18Q: 3 clusters Score -9578438 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -9578535.000000 Penalty: 3742.615967
	Iteration 19Q: 3 clusters Score -9578535 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -9578584.000000 Penalty: 3742.615967
	Iteration 20F: 3 clusters Score -9578584 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 93914 members 
Entering Unmasked Estep 
Score: -9578635.000000 Penalty: 3742.615967
	Iteration 21Q: 3 clusters Score -9578635 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -9578660.000000 Penalty: 3742.615967
	Iteration 22Q: 3 clusters Score -9578660 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 94094 members 
Entering Unmasked Estep 
Score: -9578677.000000 Penalty: 3742.615967
	Iteration 23Q: 3 clusters Score -9578677 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -9578700.000000 Penalty: 3742.615967
	Iteration 24Q: 3 clusters Score -9578700 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 94233 members 
Entering Unmasked Estep 
Score: -9578751.000000 Penalty: 3742.615967
	Iteration 25Q: 3 clusters Score -9578751 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -9578757.000000 Penalty: 3742.615967
	Iteration 26Q: 3 clusters Score -9578757 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 94369 members 
Entering Unmasked Estep 
Score: -9578758.000000 Penalty: 3742.615967
	Iteration 27Q: 3 clusters Score -9578758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 94433 members 
Entering Unmasked Estep 
Score: -9578764.000000 Penalty: 3742.615967
	Iteration 28Q: 3 clusters Score -9578764 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 94493 members 
Entering Unmasked Estep 
Score: -9578796.000000 Penalty: 3742.615967
	Iteration 29Q: 3 clusters Score -9578796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -9578808.000000 Penalty: 3742.615967
	Iteration 30Q: 3 clusters Score -9578808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 94574 members 
Entering Unmasked Estep 
Score: -9578818.000000 Penalty: 3742.615967
	Iteration 31Q: 3 clusters Score -9578818 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 94604 members 
Entering Unmasked Estep 
Score: -9578807.000000 Penalty: 3742.615967
	Iteration 32Q: 3 clusters Score -9578807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
Score: -9578814.000000 Penalty: 3742.615967
	Iteration 33Q: 3 clusters Score -9578814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 94632 members 
Entering Unmasked Estep 
Score: -9578822.000000 Penalty: 3742.615967
	Iteration 34Q: 3 clusters Score -9578822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -9578829.000000 Penalty: 3742.615967
	Iteration 35Q: 3 clusters Score -9578829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 94642 members 
Entering Unmasked Estep 
Score: -9578822.000000 Penalty: 3742.615967
	Iteration 36Q: 3 clusters Score -9578822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 94656 members 
Entering Unmasked Estep 
Score: -9578824.000000 Penalty: 3742.615967
	Iteration 37Q: 3 clusters Score -9578824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -9578815.000000 Penalty: 3742.615967
	Iteration 38Q: 3 clusters Score -9578815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -9578829.000000 Penalty: 3742.615967
	Iteration 39Q: 3 clusters Score -9578829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 94676 members 
Entering Unmasked Estep 
Score: -9578826.000000 Penalty: 3742.615967
	Iteration 40F: 3 clusters Score -9578826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -9578825.000000 Penalty: 3742.615967
	Iteration 41Q: 3 clusters Score -9578825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -9578829.000000 Penalty: 3742.615967
	Iteration 42Q: 3 clusters Score -9578829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 94702 members 
Entering Unmasked Estep 
Score: -9578840.000000 Penalty: 3742.615967
	Iteration 43Q: 3 clusters Score -9578840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -9578858.000000 Penalty: 3742.615967
	Iteration 44Q: 3 clusters Score -9578858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -9578865.000000 Penalty: 3742.615967
	Iteration 45Q: 3 clusters Score -9578865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 94723 members 
Entering Unmasked Estep 
Score: -9578867.000000 Penalty: 3742.615967
	Iteration 46Q: 3 clusters Score -9578867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 94723 members 
Entering Unmasked Estep 
Score: -9578865.000000 Penalty: 3742.615967
	Iteration 47Q: 3 clusters Score -9578865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -9578869.000000 Penalty: 3742.615967
	Iteration 48Q: 3 clusters Score -9578869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 94727 members 
Entering Unmasked Estep 
Score: -9578872.000000 Penalty: 3742.615967
	Iteration 49Q: 3 clusters Score -9578872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 94729 members 
Entering Unmasked Estep 
Score: -9578869.000000 Penalty: 3742.615967
	Iteration 50Q: 3 clusters Score -9578869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 94731 members 
Entering Unmasked Estep 
Score: -9578872.000000 Penalty: 3742.615967
	Iteration 51Q: 3 clusters Score -9578872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -9578871.000000 Penalty: 3742.615967
	Iteration 52Q: 3 clusters Score -9578871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -9578874.000000 Penalty: 3742.615967
	Iteration 53Q: 3 clusters Score -9578874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -9578873.000000 Penalty: 3742.615967
	Iteration 54Q: 3 clusters Score -9578873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -9578873.000000 Penalty: 3742.615967
	Iteration 55F: 3 clusters Score -9578873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (82545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Entering Unmasked Estep 
Score: -7968196.500000 Penalty: 1839.678589
	Iteration 0F: 2 clusters Score -7968196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -7912819.000000 Penalty: 3679.357178
	Iteration 0F: 3 clusters Score -7912819 nChanged 39290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -7935275.000000 Penalty: 3679.357178
	Iteration 1F: 3 clusters Score -7935275 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -7936000.500000 Penalty: 3679.357178
	Iteration 2Q: 3 clusters Score -7936000 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -7936940.000000 Penalty: 3679.357178
	Iteration 3Q: 3 clusters Score -7936940 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -7938307.500000 Penalty: 3679.357178
	Iteration 4Q: 3 clusters Score -7938308 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -7940186.000000 Penalty: 3679.357178
	Iteration 5F: 3 clusters Score -7940186 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -7942822.500000 Penalty: 3679.357178
	Iteration 6F: 3 clusters Score -7942822 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -7946199.500000 Penalty: 3679.357178
	Iteration 7F: 3 clusters Score -7946200 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -7950201.500000 Penalty: 3679.357178
	Iteration 8F: 3 clusters Score -7950202 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -7954385.000000 Penalty: 3679.357178
	Iteration 9F: 3 clusters Score -7954385 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -7957878.000000 Penalty: 3679.357178
	Iteration 10F: 3 clusters Score -7957878 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -7960358.500000 Penalty: 3679.357178
	Iteration 11Q: 3 clusters Score -7960358 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -7962248.000000 Penalty: 3679.357178
	Iteration 12Q: 3 clusters Score -7962248 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -7963575.000000 Penalty: 3679.357178
	Iteration 13Q: 3 clusters Score -7963575 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -7964475.500000 Penalty: 3679.357178
	Iteration 14Q: 3 clusters Score -7964476 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 76980 members 
Entering Unmasked Estep 
Score: -7965064.500000 Penalty: 3679.357178
	Iteration 15Q: 3 clusters Score -7965064 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -7965603.000000 Penalty: 3679.357178
	Iteration 16Q: 3 clusters Score -7965603 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -7965937.000000 Penalty: 3679.357178
	Iteration 17Q: 3 clusters Score -7965937 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -7966213.500000 Penalty: 3679.357178
	Iteration 18Q: 3 clusters Score -7966214 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
Score: -7966439.000000 Penalty: 3679.357178
	Iteration 19Q: 3 clusters Score -7966439 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -7966689.500000 Penalty: 3679.357178
	Iteration 20F: 3 clusters Score -7966690 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -7966899.500000 Penalty: 3679.357178
	Iteration 21Q: 3 clusters Score -7966900 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -7967068.500000 Penalty: 3679.357178
	Iteration 22Q: 3 clusters Score -7967068 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -7967206.500000 Penalty: 3679.357178
	Iteration 23Q: 3 clusters Score -7967206 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -7967311.500000 Penalty: 3679.357178
	Iteration 24Q: 3 clusters Score -7967312 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -7967365.000000 Penalty: 3679.357178
	Iteration 25Q: 3 clusters Score -7967365 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -7967416.000000 Penalty: 3679.357178
	Iteration 26Q: 3 clusters Score -7967416 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -7967432.000000 Penalty: 3679.357178
	Iteration 27Q: 3 clusters Score -7967432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 80656 members 
Entering Unmasked Estep 
Score: -7967480.000000 Penalty: 3679.357178
	Iteration 28Q: 3 clusters Score -7967480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 80686 members 
Entering Unmasked Estep 
Score: -7967504.000000 Penalty: 3679.357178
	Iteration 29Q: 3 clusters Score -7967504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 80710 members 
Entering Unmasked Estep 
Score: -7967518.000000 Penalty: 3679.357178
	Iteration 30Q: 3 clusters Score -7967518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -7967524.000000 Penalty: 3679.357178
	Iteration 31Q: 3 clusters Score -7967524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -7967532.500000 Penalty: 3679.357178
	Iteration 32Q: 3 clusters Score -7967532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -7967538.500000 Penalty: 3679.357178
	Iteration 33Q: 3 clusters Score -7967538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -7967525.000000 Penalty: 3679.357178
	Iteration 34Q: 3 clusters Score -7967525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -7967537.000000 Penalty: 3679.357178
	Iteration 35Q: 3 clusters Score -7967537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -7967532.500000 Penalty: 3679.357178
	Iteration 36Q: 3 clusters Score -7967532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 80785 members 
Entering Unmasked Estep 
Score: -7967536.000000 Penalty: 3679.357178
	Iteration 37Q: 3 clusters Score -7967536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -7967529.000000 Penalty: 3679.357178
	Iteration 38Q: 3 clusters Score -7967529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
Score: -7967540.000000 Penalty: 3679.357178
	Iteration 39Q: 3 clusters Score -7967540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -7967535.500000 Penalty: 3679.357178
	Iteration 40F: 3 clusters Score -7967536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -7967544.500000 Penalty: 3679.357178
	Iteration 41Q: 3 clusters Score -7967544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -7967543.000000 Penalty: 3679.357178
	Iteration 42Q: 3 clusters Score -7967543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -7967544.000000 Penalty: 3679.357178
	Iteration 43Q: 3 clusters Score -7967544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -7967542.000000 Penalty: 3679.357178
	Iteration 44Q: 3 clusters Score -7967542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -7967542.000000 Penalty: 3679.357178
	Iteration 45F: 3 clusters Score -7967542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 3 contains 17382 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 15513 members 
Mstep: Class 7 contains 1544 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 23829 members 
Mstep: Class 11 contains 12031 members 
Mstep: Class 12 contains 11299 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 44846 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 20 contains 100282 members 
Mstep: Class 21 contains 82545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44805976.000000 Penalty: 51025.902344
Iteration 39Q: 25 clusters Score -4.480598e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 12410 members 
Mstep: Class 3 contains 18134 members 
Mstep: Class 4 contains 4642 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 15798 members 
Mstep: Class 7 contains 1628 members 
Mstep: Class 8 contains 1971 members 
Mstep: Class 9 contains 23942 members 
Mstep: Class 10 contains 15254 members 
Mstep: Class 11 contains 12690 members 
Mstep: Class 12 contains 11307 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 9676 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 44227 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 131 members 
Mstep: Class 20 contains 100689 members 
Mstep: Class 21 contains 83039 members 
Mstep: Class 22 contains 88664 members 
Mstep: Class 23 contains 3719 members 
Mstep: Class 24 contains 3985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44809232.000000 Penalty: 51025.902344
Iteration 40F: 25 clusters Score -4.480923e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 12607 members 
Mstep: Class 3 contains 18504 members 
Mstep: Class 4 contains 4671 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 16046 members 
Mstep: Class 7 contains 1652 members 
Mstep: Class 8 contains 1876 members 
Mstep: Class 9 contains 23969 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 3242 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 9541 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 43633 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 100676 members 
Mstep: Class 21 contains 83542 members 
Mstep: Class 22 contains 87552 members 
Mstep: Class 23 contains 3788 members 
Mstep: Class 24 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44810716.000000 Penalty: 51025.902344
Iteration 41Q: 25 clusters Score -4.481072e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 12790 members 
Mstep: Class 3 contains 18814 members 
Mstep: Class 4 contains 4706 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 16303 members 
Mstep: Class 7 contains 1676 members 
Mstep: Class 8 contains 1811 members 
Mstep: Class 9 contains 23994 members 
Mstep: Class 10 contains 15456 members 
Mstep: Class 11 contains 13523 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 5011 members 
Mstep: Class 15 contains 9444 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 43067 members 
Mstep: Class 18 contains 10317 members 
Mstep: Class 19 contains 131 members 
Mstep: Class 20 contains 100669 members 
Mstep: Class 21 contains 84032 members 
Mstep: Class 22 contains 86418 members 
Mstep: Class 23 contains 3815 members 
Mstep: Class 24 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44811360.000000 Penalty: 51025.902344
Iteration 42Q: 25 clusters Score -4.481136e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 12941 members 
Mstep: Class 3 contains 19073 members 
Mstep: Class 4 contains 4739 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 16542 members 
Mstep: Class 7 contains 1684 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 24014 members 
Mstep: Class 10 contains 15560 members 
Mstep: Class 11 contains 13909 members 
Mstep: Class 12 contains 11470 members 
Mstep: Class 13 contains 3209 members 
Mstep: Class 14 contains 5022 members 
Mstep: Class 15 contains 9392 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 42549 members 
Mstep: Class 18 contains 10281 members 
Mstep: Class 19 contains 124 members 
Mstep: Class 20 contains 100638 members 
Mstep: Class 21 contains 84468 members 
Mstep: Class 22 contains 85358 members 
Mstep: Class 23 contains 3839 members 
Mstep: Class 24 contains 4106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44811840.000000 Penalty: 51025.902344
Iteration 43Q: 25 clusters Score -4.481184e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 13095 members 
Mstep: Class 3 contains 19290 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 16766 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 24020 members 
Mstep: Class 10 contains 15653 members 
Mstep: Class 11 contains 14287 members 
Mstep: Class 12 contains 11514 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 14 contains 5035 members 
Mstep: Class 15 contains 9348 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 42088 members 
Mstep: Class 18 contains 10241 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100605 members 
Mstep: Class 21 contains 84880 members 
Mstep: Class 22 contains 84376 members 
Mstep: Class 23 contains 3847 members 
Mstep: Class 24 contains 4166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44812508.000000 Penalty: 51025.902344
Iteration 44Q: 25 clusters Score -4.481251e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 13217 members 
Mstep: Class 3 contains 19496 members 
Mstep: Class 4 contains 4775 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 16993 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 24030 members 
Mstep: Class 10 contains 15744 members 
Mstep: Class 11 contains 14677 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 5032 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 41654 members 
Mstep: Class 18 contains 10194 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100588 members 
Mstep: Class 21 contains 85281 members 
Mstep: Class 22 contains 83411 members 
Mstep: Class 23 contains 3864 members 
Mstep: Class 24 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44812636.000000 Penalty: 51025.902344
Iteration 45Q: 25 clusters Score -4.481264e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 13320 members 
Mstep: Class 3 contains 19670 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 17223 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 24032 members 
Mstep: Class 10 contains 15812 members 
Mstep: Class 11 contains 15048 members 
Mstep: Class 12 contains 11553 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 9242 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 41254 members 
Mstep: Class 18 contains 10164 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100599 members 
Mstep: Class 21 contains 85660 members 
Mstep: Class 22 contains 82475 members 
Mstep: Class 23 contains 3874 members 
Mstep: Class 24 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44813024.000000 Penalty: 51025.902344
Iteration 46Q: 25 clusters Score -4.481302e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 13421 members 
Mstep: Class 3 contains 19845 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 17439 members 
Mstep: Class 7 contains 1710 members 
Mstep: Class 8 contains 1618 members 
Mstep: Class 9 contains 24035 members 
Mstep: Class 10 contains 15854 members 
Mstep: Class 11 contains 15392 members 
Mstep: Class 12 contains 11561 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 5041 members 
Mstep: Class 15 contains 9203 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 40869 members 
Mstep: Class 18 contains 10130 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100610 members 
Mstep: Class 21 contains 86031 members 
Mstep: Class 22 contains 81588 members 
Mstep: Class 23 contains 3879 members 
Mstep: Class 24 contains 4389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44813420.000000 Penalty: 51025.902344
Iteration 47Q: 25 clusters Score -4.481342e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 13517 members 
Mstep: Class 3 contains 19967 members 
Mstep: Class 4 contains 4817 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 17643 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 24044 members 
Mstep: Class 10 contains 15879 members 
Mstep: Class 11 contains 15720 members 
Mstep: Class 12 contains 11564 members 
Mstep: Class 13 contains 3164 members 
Mstep: Class 14 contains 5039 members 
Mstep: Class 15 contains 9161 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 40441 members 
Mstep: Class 18 contains 10081 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100614 members 
Mstep: Class 21 contains 86446 members 
Mstep: Class 22 contains 80814 members 
Mstep: Class 23 contains 3889 members 
Mstep: Class 24 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44813772.000000 Penalty: 51025.902344
Iteration 48Q: 25 clusters Score -4.481377e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 13619 members 
Mstep: Class 3 contains 20093 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 17873 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 24054 members 
Mstep: Class 10 contains 15904 members 
Mstep: Class 11 contains 16021 members 
Mstep: Class 12 contains 11569 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 14 contains 5034 members 
Mstep: Class 15 contains 9129 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 17 contains 40047 members 
Mstep: Class 18 contains 10017 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100613 members 
Mstep: Class 21 contains 86830 members 
Mstep: Class 22 contains 80021 members 
Mstep: Class 23 contains 3900 members 
Mstep: Class 24 contains 4571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44813736.000000 Penalty: 51025.902344
Iteration 49Q: 25 clusters Score -4.481374e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 13701 members 
Mstep: Class 3 contains 20201 members 
Mstep: Class 4 contains 4829 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 18102 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 1572 members 
Mstep: Class 9 contains 24060 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 16301 members 
Mstep: Class 12 contains 11565 members 
Mstep: Class 13 contains 3156 members 
Mstep: Class 14 contains 5034 members 
Mstep: Class 15 contains 9090 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100621 members 
Mstep: Class 21 contains 87183 members 
Mstep: Class 22 contains 79304 members 
Mstep: Class 23 contains 3910 members 
Mstep: Class 24 contains 4678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814040.000000 Penalty: 51025.902344
Iteration 50Q: 25 clusters Score -4.481404e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 13775 members 
Mstep: Class 3 contains 20276 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 18318 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 1541 members 
Mstep: Class 9 contains 24066 members 
Mstep: Class 10 contains 15926 members 
Mstep: Class 11 contains 16558 members 
Mstep: Class 12 contains 11563 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 5032 members 
Mstep: Class 15 contains 9049 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 39310 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100640 members 
Mstep: Class 21 contains 87555 members 
Mstep: Class 22 contains 78660 members 
Mstep: Class 23 contains 3923 members 
Mstep: Class 24 contains 4800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814204.000000 Penalty: 51025.902344
Iteration 51Q: 25 clusters Score -4.48142e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 13834 members 
Mstep: Class 3 contains 20331 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 18514 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 24070 members 
Mstep: Class 10 contains 15930 members 
Mstep: Class 11 contains 16808 members 
Mstep: Class 12 contains 11564 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 5030 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 17 contains 38960 members 
Mstep: Class 18 contains 9825 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100635 members 
Mstep: Class 21 contains 87899 members 
Mstep: Class 22 contains 78088 members 
Mstep: Class 23 contains 3929 members 
Mstep: Class 24 contains 4912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814284.000000 Penalty: 51025.902344
Iteration 52Q: 25 clusters Score -4.481428e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 20377 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 18684 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 24066 members 
Mstep: Class 10 contains 15926 members 
Mstep: Class 11 contains 17047 members 
Mstep: Class 12 contains 11554 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 17 contains 38609 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100639 members 
Mstep: Class 21 contains 88248 members 
Mstep: Class 22 contains 77583 members 
Mstep: Class 23 contains 3937 members 
Mstep: Class 24 contains 5015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814420.000000 Penalty: 51025.902344
Iteration 53Q: 25 clusters Score -4.481442e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13951 members 
Mstep: Class 3 contains 20438 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 18828 members 
Mstep: Class 7 contains 1724 members 
Mstep: Class 8 contains 1493 members 
Mstep: Class 9 contains 24069 members 
Mstep: Class 10 contains 15904 members 
Mstep: Class 11 contains 17260 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 5025 members 
Mstep: Class 15 contains 8928 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 38252 members 
Mstep: Class 18 contains 9701 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100646 members 
Mstep: Class 21 contains 88596 members 
Mstep: Class 22 contains 77141 members 
Mstep: Class 23 contains 3945 members 
Mstep: Class 24 contains 5091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814388.000000 Penalty: 51025.902344
Iteration 54Q: 25 clusters Score -4.481439e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 20478 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 18960 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 24067 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 11 contains 17438 members 
Mstep: Class 12 contains 11531 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 5023 members 
Mstep: Class 15 contains 8901 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 37936 members 
Mstep: Class 18 contains 9656 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100657 members 
Mstep: Class 21 contains 88908 members 
Mstep: Class 22 contains 76729 members 
Mstep: Class 23 contains 3957 members 
Mstep: Class 24 contains 5160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814364.000000 Penalty: 51025.902344
Iteration 55Q: 25 clusters Score -4.481436e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 14060 members 
Mstep: Class 3 contains 20534 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 19094 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1468 members 
Mstep: Class 9 contains 24072 members 
Mstep: Class 10 contains 15889 members 
Mstep: Class 11 contains 17590 members 
Mstep: Class 12 contains 11520 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 5022 members 
Mstep: Class 15 contains 8875 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 17 contains 37612 members 
Mstep: Class 18 contains 9618 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100659 members 
Mstep: Class 21 contains 89240 members 
Mstep: Class 22 contains 76338 members 
Mstep: Class 23 contains 3963 members 
Mstep: Class 24 contains 5231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814572.000000 Penalty: 51025.902344
Iteration 56Q: 25 clusters Score -4.481457e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 20564 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 19254 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 15875 members 
Mstep: Class 11 contains 17742 members 
Mstep: Class 12 contains 11514 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 5022 members 
Mstep: Class 15 contains 8842 members 
Mstep: Class 16 contains 2657 members 
Mstep: Class 17 contains 37287 members 
Mstep: Class 18 contains 9575 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100658 members 
Mstep: Class 21 contains 89570 members 
Mstep: Class 22 contains 75960 members 
Mstep: Class 23 contains 3969 members 
Mstep: Class 24 contains 5296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814792.000000 Penalty: 51025.902344
Iteration 57Q: 25 clusters Score -4.481479e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 14152 members 
Mstep: Class 3 contains 20583 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 19390 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 24081 members 
Mstep: Class 10 contains 15868 members 
Mstep: Class 11 contains 17886 members 
Mstep: Class 12 contains 11506 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 14 contains 5022 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 36980 members 
Mstep: Class 18 contains 9532 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100647 members 
Mstep: Class 21 contains 89887 members 
Mstep: Class 22 contains 75650 members 
Mstep: Class 23 contains 3970 members 
Mstep: Class 24 contains 5338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814868.000000 Penalty: 51025.902344
Iteration 58Q: 25 clusters Score -4.481487e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 14189 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 4913 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 19519 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 15865 members 
Mstep: Class 11 contains 18022 members 
Mstep: Class 12 contains 11500 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 5021 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 36672 members 
Mstep: Class 18 contains 9494 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100650 members 
Mstep: Class 21 contains 90195 members 
Mstep: Class 22 contains 75341 members 
Mstep: Class 23 contains 3973 members 
Mstep: Class 24 contains 5386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814700.000000 Penalty: 51025.902344
Iteration 59Q: 25 clusters Score -4.48147e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 20632 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 19659 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 24077 members 
Mstep: Class 10 contains 15876 members 
Mstep: Class 11 contains 18155 members 
Mstep: Class 12 contains 11488 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 14 contains 5023 members 
Mstep: Class 15 contains 8750 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 36356 members 
Mstep: Class 18 contains 9447 members 
Mstep: Class 19 contains 123 members 
Mstep: Class 20 contains 100640 members 
Mstep: Class 21 contains 90515 members 
Mstep: Class 22 contains 75034 members 
Mstep: Class 23 contains 3972 members 
Mstep: Class 24 contains 5432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814764.000000 Penalty: 51025.902344
Iteration 60F: 25 clusters Score -4.481476e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 14292 members 
Mstep: Class 3 contains 20655 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 19763 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 15881 members 
Mstep: Class 11 contains 18265 members 
Mstep: Class 12 contains 11482 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 5024 members 
Mstep: Class 15 contains 8719 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 36082 members 
Mstep: Class 18 contains 9404 members 
Mstep: Class 19 contains 124 members 
Mstep: Class 20 contains 100642 members 
Mstep: Class 21 contains 90795 members 
Mstep: Class 22 contains 74755 members 
Mstep: Class 23 contains 3972 members 
Mstep: Class 24 contains 5479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814860.000000 Penalty: 51025.902344
Iteration 61Q: 25 clusters Score -4.481486e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 14349 members 
Mstep: Class 3 contains 20676 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 19852 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1418 members 
Mstep: Class 9 contains 24081 members 
Mstep: Class 10 contains 15881 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 11476 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 5022 members 
Mstep: Class 15 contains 8693 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 35804 members 
Mstep: Class 18 contains 9370 members 
Mstep: Class 19 contains 122 members 
Mstep: Class 20 contains 100650 members 
Mstep: Class 21 contains 91071 members 
Mstep: Class 22 contains 74484 members 
Mstep: Class 23 contains 3975 members 
Mstep: Class 24 contains 5513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815084.000000 Penalty: 51025.902344
Iteration 62Q: 25 clusters Score -4.481508e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 14394 members 
Mstep: Class 3 contains 20701 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 19931 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 1404 members 
Mstep: Class 9 contains 24079 members 
Mstep: Class 10 contains 15884 members 
Mstep: Class 11 contains 18512 members 
Mstep: Class 12 contains 11476 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 5020 members 
Mstep: Class 15 contains 8672 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 35548 members 
Mstep: Class 18 contains 9342 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 100655 members 
Mstep: Class 21 contains 91328 members 
Mstep: Class 22 contains 74228 members 
Mstep: Class 23 contains 3975 members 
Mstep: Class 24 contains 5550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815116.000000 Penalty: 51025.902344
Iteration 63Q: 25 clusters Score -4.481512e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14440 members 
Mstep: Class 3 contains 20713 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 20001 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 24081 members 
Mstep: Class 10 contains 15884 members 
Mstep: Class 11 contains 18622 members 
Mstep: Class 12 contains 11472 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 8651 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 35305 members 
Mstep: Class 18 contains 9310 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100665 members 
Mstep: Class 21 contains 91576 members 
Mstep: Class 22 contains 73993 members 
Mstep: Class 23 contains 3977 members 
Mstep: Class 24 contains 5591 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 25 clusters Score -4.48152e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 14491 members 
Mstep: Class 3 contains 20727 members 
Mstep: Class 4 contains 4937 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 20082 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 24084 members 
Mstep: Class 10 contains 15888 members 
Mstep: Class 11 contains 18720 members 
Mstep: Class 12 contains 11469 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 8625 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 35060 members 
Mstep: Class 18 contains 9279 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100659 members 
Mstep: Class 21 contains 91822 members 
Mstep: Class 22 contains 73770 members 
Mstep: Class 23 contains 3977 members 
Mstep: Class 24 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815284.000000 Penalty: 51025.902344
Iteration 65Q: 25 clusters Score -4.481528e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 14546 members 
Mstep: Class 3 contains 20746 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 20165 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 24090 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 18791 members 
Mstep: Class 12 contains 11466 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 8593 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 34854 members 
Mstep: Class 18 contains 9255 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100655 members 
Mstep: Class 21 contains 92033 members 
Mstep: Class 22 contains 73565 members 
Mstep: Class 23 contains 3978 members 
Mstep: Class 24 contains 5660 members 
Entering Unmasked Estep 
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Iteration 66Q: 25 clusters Score -4.481531e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 14596 members 
Mstep: Class 3 contains 20770 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 20238 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 24096 members 
Mstep: Class 10 contains 15902 members 
Mstep: Class 11 contains 18869 members 
Mstep: Class 12 contains 11464 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 8565 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 34670 members 
Mstep: Class 18 contains 9206 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100656 members 
Mstep: Class 21 contains 92219 members 
Mstep: Class 22 contains 73367 members 
Mstep: Class 23 contains 3980 members 
Mstep: Class 24 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815260.000000 Penalty: 51025.902344
Iteration 67Q: 25 clusters Score -4.481526e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 14648 members 
Mstep: Class 3 contains 20781 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 1367 members 
Mstep: Class 9 contains 24102 members 
Mstep: Class 10 contains 15900 members 
Mstep: Class 11 contains 18948 members 
Mstep: Class 12 contains 11460 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 8534 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 34498 members 
Mstep: Class 18 contains 9157 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100659 members 
Mstep: Class 21 contains 92399 members 
Mstep: Class 22 contains 73217 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815236.000000 Penalty: 51025.902344
Iteration 68Q: 25 clusters Score -4.481524e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 14698 members 
Mstep: Class 3 contains 20805 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 20323 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 24107 members 
Mstep: Class 10 contains 15901 members 
Mstep: Class 11 contains 19016 members 
Mstep: Class 12 contains 11458 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 8501 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 34330 members 
Mstep: Class 18 contains 9112 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100653 members 
Mstep: Class 21 contains 92571 members 
Mstep: Class 22 contains 73084 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 5782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815284.000000 Penalty: 51025.902344
Iteration 69Q: 25 clusters Score -4.481528e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 14748 members 
Mstep: Class 3 contains 20831 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 20363 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 24109 members 
Mstep: Class 10 contains 15898 members 
Mstep: Class 11 contains 19076 members 
Mstep: Class 12 contains 11453 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 8470 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 34178 members 
Mstep: Class 18 contains 9070 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100642 members 
Mstep: Class 21 contains 92731 members 
Mstep: Class 22 contains 72969 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815156.000000 Penalty: 51025.902344
Iteration 70Q: 25 clusters Score -4.481516e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 14803 members 
Mstep: Class 3 contains 20842 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 20397 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 24109 members 
Mstep: Class 10 contains 15899 members 
Mstep: Class 11 contains 19129 members 
Mstep: Class 12 contains 11450 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 8451 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 34028 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100629 members 
Mstep: Class 21 contains 92882 members 
Mstep: Class 22 contains 72868 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 5856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815168.000000 Penalty: 51025.902344
Iteration 71Q: 25 clusters Score -4.481517e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 14864 members 
Mstep: Class 3 contains 20848 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 20419 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 24108 members 
Mstep: Class 10 contains 15897 members 
Mstep: Class 11 contains 19174 members 
Mstep: Class 12 contains 11448 members 
Mstep: Class 13 contains 3190 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 33898 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100620 members 
Mstep: Class 21 contains 93007 members 
Mstep: Class 22 contains 72789 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 5882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815196.000000 Penalty: 51025.902344
Iteration 72Q: 25 clusters Score -4.48152e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 14929 members 
Mstep: Class 3 contains 20856 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 20442 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 24108 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 19210 members 
Mstep: Class 12 contains 11446 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 33791 members 
Mstep: Class 18 contains 8965 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100610 members 
Mstep: Class 21 contains 93110 members 
Mstep: Class 22 contains 72704 members 
Mstep: Class 23 contains 3986 members 
Mstep: Class 24 contains 5905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815264.000000 Penalty: 51025.902344
Iteration 73Q: 25 clusters Score -4.481526e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 14998 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 4944 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 20459 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 1334 members 
Mstep: Class 9 contains 24109 members 
Mstep: Class 10 contains 15887 members 
Mstep: Class 11 contains 19240 members 
Mstep: Class 12 contains 11446 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 5011 members 
Mstep: Class 15 contains 8377 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 33712 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100604 members 
Mstep: Class 21 contains 93195 members 
Mstep: Class 22 contains 72636 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 5922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815252.000000 Penalty: 51025.902344
Iteration 74Q: 25 clusters Score -4.481525e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 15062 members 
Mstep: Class 3 contains 20856 members 
Mstep: Class 4 contains 4945 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20478 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1331 members 
Mstep: Class 9 contains 24108 members 
Mstep: Class 10 contains 15882 members 
Mstep: Class 11 contains 19272 members 
Mstep: Class 12 contains 11446 members 
Mstep: Class 13 contains 3193 members 
Mstep: Class 14 contains 5012 members 
Mstep: Class 15 contains 8354 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 33636 members 
Mstep: Class 18 contains 8911 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100604 members 
Mstep: Class 21 contains 93268 members 
Mstep: Class 22 contains 72569 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815244.000000 Penalty: 51025.902344
Iteration 75Q: 25 clusters Score -4.481524e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 15127 members 
Mstep: Class 3 contains 20852 members 
Mstep: Class 4 contains 4945 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20490 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1323 members 
Mstep: Class 9 contains 24107 members 
Mstep: Class 10 contains 15884 members 
Mstep: Class 11 contains 19303 members 
Mstep: Class 12 contains 11444 members 
Mstep: Class 13 contains 3194 members 
Mstep: Class 14 contains 5012 members 
Mstep: Class 15 contains 8336 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 33576 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100599 members 
Mstep: Class 21 contains 93329 members 
Mstep: Class 22 contains 72508 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 5945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815352.000000 Penalty: 51025.902344
Iteration 76Q: 25 clusters Score -4.481535e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 15192 members 
Mstep: Class 3 contains 20828 members 
Mstep: Class 4 contains 4944 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20503 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 24106 members 
Mstep: Class 10 contains 15882 members 
Mstep: Class 11 contains 19330 members 
Mstep: Class 12 contains 11444 members 
Mstep: Class 13 contains 3195 members 
Mstep: Class 14 contains 5012 members 
Mstep: Class 15 contains 8324 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 33505 members 
Mstep: Class 18 contains 8888 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100598 members 
Mstep: Class 21 contains 93401 members 
Mstep: Class 22 contains 72454 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 5951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815292.000000 Penalty: 51025.902344
Iteration 77Q: 25 clusters Score -4.481529e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 15247 members 
Mstep: Class 3 contains 20824 members 
Mstep: Class 4 contains 4943 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20513 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 9 contains 24105 members 
Mstep: Class 10 contains 15882 members 
Mstep: Class 11 contains 19374 members 
Mstep: Class 12 contains 11444 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 33432 members 
Mstep: Class 18 contains 8885 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100592 members 
Mstep: Class 21 contains 93472 members 
Mstep: Class 22 contains 72389 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815364.000000 Penalty: 51025.902344
Iteration 78Q: 25 clusters Score -4.481536e+07 nChanged 265
Entering ConstructFrom: 
Score: -44815364.000000 Penalty: 51025.902344
Entering ConstructFrom: 
Trying to split cluster 1 (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: -437771.968750 Penalty: 1390.386108
	Iteration 0F: 2 clusters Score -437772 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 2578 members 
Entering Unmasked Estep 
Score: -433651.125000 Penalty: 2780.772217
	Iteration 0F: 3 clusters Score -433651.1 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -435020.625000 Penalty: 2780.772217
	Iteration 1F: 3 clusters Score -435020.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -435521.375000 Penalty: 2780.772217
	Iteration 2F: 3 clusters Score -435521.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -436119.750000 Penalty: 2780.772217
	Iteration 3F: 3 clusters Score -436119.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -436716.343750 Penalty: 2780.772217
	Iteration 4F: 3 clusters Score -436716.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -437433.500000 Penalty: 2780.772217
	Iteration 5F: 3 clusters Score -437433.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -437764.531250 Penalty: 2780.772217
	Iteration 6F: 3 clusters Score -437764.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -437961.156250 Penalty: 2780.772217
	Iteration 7Q: 3 clusters Score -437961.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -438051.718750 Penalty: 2780.772217
	Iteration 8Q: 3 clusters Score -438051.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -438093.093750 Penalty: 2780.772217
	Iteration 9Q: 3 clusters Score -438093.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -438123.250000 Penalty: 2780.772217
	Iteration 10Q: 3 clusters Score -438123.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -438145.406250 Penalty: 2780.772217
	Iteration 11Q: 3 clusters Score -438145.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -438158.468750 Penalty: 2780.772217
	Iteration 12Q: 3 clusters Score -438158.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -438164.937500 Penalty: 2780.772217
	Iteration 13Q: 3 clusters Score -438164.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -438168.968750 Penalty: 2780.772217
	Iteration 14Q: 3 clusters Score -438169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -438171.968750 Penalty: 2780.772217
	Iteration 15Q: 3 clusters Score -438172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -438174.593750 Penalty: 2780.772217
	Iteration 16Q: 3 clusters Score -438174.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -438178.093750 Penalty: 2780.772217
	Iteration 17Q: 3 clusters Score -438178.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -438179.281250 Penalty: 2780.772217
	Iteration 18Q: 3 clusters Score -438179.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -438180.062500 Penalty: 2780.772217
	Iteration 19Q: 3 clusters Score -438180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -438179.968750 Penalty: 2780.772217
	Iteration 20F: 3 clusters Score -438180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -438181.031250 Penalty: 2780.772217
	Iteration 21Q: 3 clusters Score -438181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -438182.625000 Penalty: 2780.772217
	Iteration 22Q: 3 clusters Score -438182.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -438183.468750 Penalty: 2780.772217
	Iteration 23Q: 3 clusters Score -438183.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -438183.562500 Penalty: 2780.772217
	Iteration 24Q: 3 clusters Score -438183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -438184.781250 Penalty: 2780.772217
	Iteration 25Q: 3 clusters Score -438184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -438186.156250 Penalty: 2780.772217
	Iteration 26Q: 3 clusters Score -438186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -438186.500000 Penalty: 2780.772217
	Iteration 27Q: 3 clusters Score -438186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -438187.312500 Penalty: 2780.772217
	Iteration 28Q: 3 clusters Score -438187.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -438189.593750 Penalty: 2780.772217
	Iteration 29Q: 3 clusters Score -438189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -438190.375000 Penalty: 2780.772217
	Iteration 30Q: 3 clusters Score -438190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -438191.062500 Penalty: 2780.772217
	Iteration 31Q: 3 clusters Score -438191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -438192.312500 Penalty: 2780.772217
	Iteration 32Q: 3 clusters Score -438192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -438193.156250 Penalty: 2780.772217
	Iteration 33Q: 3 clusters Score -438193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -438193.468750 Penalty: 2780.772217
	Iteration 34Q: 3 clusters Score -438193.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -438193.468750 Penalty: 2780.772217
	Iteration 35F: 3 clusters Score -438193.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 15299 members 
Mstep: Class 3 contains 20820 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20528 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 24102 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 19421 members 
Mstep: Class 12 contains 11444 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 8291 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 33377 members 
Mstep: Class 18 contains 8890 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 100582 members 
Mstep: Class 21 contains 93529 members 
Mstep: Class 22 contains 72323 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 5960 members 
Mstep: Class 25 contains 2318 members 
Entering Unmasked Estep 
Score: -44814980.000000 Penalty: 53151.980469
Splitting cluster 1 changes total score from -44815364.000000 to -44814980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Entering Unmasked Estep 
Score: -1434863.875000 Penalty: 1565.775757
	Iteration 0F: 2 clusters Score -1434864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1424223.250000 Penalty: 3131.551514
	Iteration 0F: 3 clusters Score -1424223 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1427969.875000 Penalty: 3131.551514
	Iteration 1F: 3 clusters Score -1427970 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1428309.375000 Penalty: 3131.551514
	Iteration 2F: 3 clusters Score -1428309 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1428592.875000 Penalty: 3131.551514
	Iteration 3Q: 3 clusters Score -1428593 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1428880.750000 Penalty: 3131.551514
	Iteration 4Q: 3 clusters Score -1428881 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1429201.750000 Penalty: 3131.551514
	Iteration 5Q: 3 clusters Score -1429202 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1429599.625000 Penalty: 3131.551514
	Iteration 6F: 3 clusters Score -1429600 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1430055.375000 Penalty: 3131.551514
	Iteration 7F: 3 clusters Score -1430055 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1430575.250000 Penalty: 3131.551514
	Iteration 8F: 3 clusters Score -1430575 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1431189.125000 Penalty: 3131.551514
	Iteration 9F: 3 clusters Score -1431189 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1431875.750000 Penalty: 3131.551514
	Iteration 10F: 3 clusters Score -1431876 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1432473.375000 Penalty: 3131.551514
	Iteration 11Q: 3 clusters Score -1432473 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1432973.750000 Penalty: 3131.551514
	Iteration 12Q: 3 clusters Score -1432974 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1433273.875000 Penalty: 3131.551514
	Iteration 13Q: 3 clusters Score -1433274 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1433402.125000 Penalty: 3131.551514
	Iteration 14Q: 3 clusters Score -1433402 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1433461.000000 Penalty: 3131.551514
	Iteration 15Q: 3 clusters Score -1433461 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1433488.000000 Penalty: 3131.551514
	Iteration 16Q: 3 clusters Score -1433488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1433506.750000 Penalty: 3131.551514
	Iteration 17Q: 3 clusters Score -1433507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1433519.500000 Penalty: 3131.551514
	Iteration 18Q: 3 clusters Score -1433520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1433525.125000 Penalty: 3131.551514
	Iteration 19Q: 3 clusters Score -1433525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1433527.250000 Penalty: 3131.551514
	Iteration 20F: 3 clusters Score -1433527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1433531.250000 Penalty: 3131.551514
	Iteration 21Q: 3 clusters Score -1433531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1433531.375000 Penalty: 3131.551514
	Iteration 22Q: 3 clusters Score -1433531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1433531.500000 Penalty: 3131.551514
	Iteration 23Q: 3 clusters Score -1433532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1433531.250000 Penalty: 3131.551514
	Iteration 24Q: 3 clusters Score -1433531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1433531.000000 Penalty: 3131.551514
	Iteration 25Q: 3 clusters Score -1433531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1433532.625000 Penalty: 3131.551514
	Iteration 26Q: 3 clusters Score -1433533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1433534.125000 Penalty: 3131.551514
	Iteration 27Q: 3 clusters Score -1433534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1433535.625000 Penalty: 3131.551514
	Iteration 28Q: 3 clusters Score -1433536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1433534.625000 Penalty: 3131.551514
	Iteration 29Q: 3 clusters Score -1433535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1433534.250000 Penalty: 3131.551514
	Iteration 30Q: 3 clusters Score -1433534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1433536.250000 Penalty: 3131.551514
	Iteration 31Q: 3 clusters Score -1433536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1433537.375000 Penalty: 3131.551514
	Iteration 32Q: 3 clusters Score -1433537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1433535.125000 Penalty: 3131.551514
	Iteration 33Q: 3 clusters Score -1433535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1433535.125000 Penalty: 3131.551514
	Iteration 34F: 3 clusters Score -1433535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Entering Unmasked Estep 
Score: -1963049.625000 Penalty: 1615.846313
	Iteration 0F: 2 clusters Score -1963050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1948893.250000 Penalty: 3231.692627
	Iteration 0F: 3 clusters Score -1948893 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1954067.125000 Penalty: 3231.692627
	Iteration 1F: 3 clusters Score -1954067 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1954532.250000 Penalty: 3231.692627
	Iteration 2F: 3 clusters Score -1954532 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1955049.750000 Penalty: 3231.692627
	Iteration 3F: 3 clusters Score -1955050 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1955629.875000 Penalty: 3231.692627
	Iteration 4F: 3 clusters Score -1955630 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1956333.500000 Penalty: 3231.692627
	Iteration 5F: 3 clusters Score -1956334 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1957172.750000 Penalty: 3231.692627
	Iteration 6F: 3 clusters Score -1957173 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1958108.875000 Penalty: 3231.692627
	Iteration 7F: 3 clusters Score -1958109 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1959024.625000 Penalty: 3231.692627
	Iteration 8F: 3 clusters Score -1959025 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1959825.125000 Penalty: 3231.692627
	Iteration 9Q: 3 clusters Score -1959825 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1960445.750000 Penalty: 3231.692627
	Iteration 10Q: 3 clusters Score -1960446 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1960858.125000 Penalty: 3231.692627
	Iteration 11Q: 3 clusters Score -1960858 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1961144.625000 Penalty: 3231.692627
	Iteration 12Q: 3 clusters Score -1961145 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1961344.875000 Penalty: 3231.692627
	Iteration 13Q: 3 clusters Score -1961345 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1961471.375000 Penalty: 3231.692627
	Iteration 14Q: 3 clusters Score -1961471 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1961530.000000 Penalty: 3231.692627
	Iteration 15Q: 3 clusters Score -1961530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1961572.625000 Penalty: 3231.692627
	Iteration 16Q: 3 clusters Score -1961573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1961604.250000 Penalty: 3231.692627
	Iteration 17Q: 3 clusters Score -1961604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1961628.750000 Penalty: 3231.692627
	Iteration 18Q: 3 clusters Score -1961629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1961644.000000 Penalty: 3231.692627
	Iteration 19Q: 3 clusters Score -1961644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1961656.500000 Penalty: 3231.692627
	Iteration 20F: 3 clusters Score -1961656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1961668.625000 Penalty: 3231.692627
	Iteration 21Q: 3 clusters Score -1961669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1961679.000000 Penalty: 3231.692627
	Iteration 22Q: 3 clusters Score -1961679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1961681.875000 Penalty: 3231.692627
	Iteration 23Q: 3 clusters Score -1961682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1961690.125000 Penalty: 3231.692627
	Iteration 24Q: 3 clusters Score -1961690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1961690.375000 Penalty: 3231.692627
	Iteration 25Q: 3 clusters Score -1961690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1961691.750000 Penalty: 3231.692627
	Iteration 26Q: 3 clusters Score -1961692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1961691.750000 Penalty: 3231.692627
	Iteration 27Q: 3 clusters Score -1961692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1961691.750000 Penalty: 3231.692627
	Iteration 28F: 3 clusters Score -1961692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Entering Unmasked Estep 
Score: -481146.468750 Penalty: 1382.147949
	Iteration 0F: 2 clusters Score -481146.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -477253.968750 Penalty: 2764.295898
	Iteration 0F: 3 clusters Score -477254 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -478314.031250 Penalty: 2764.295898
	Iteration 1F: 3 clusters Score -478314 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -478445.218750 Penalty: 2764.295898
	Iteration 2F: 3 clusters Score -478445.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -478527.593750 Penalty: 2764.295898
	Iteration 3Q: 3 clusters Score -478527.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -478600.656250 Penalty: 2764.295898
	Iteration 4Q: 3 clusters Score -478600.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -478661.656250 Penalty: 2764.295898
	Iteration 5Q: 3 clusters Score -478661.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -478710.187500 Penalty: 2764.295898
	Iteration 6Q: 3 clusters Score -478710.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -478747.062500 Penalty: 2764.295898
	Iteration 7Q: 3 clusters Score -478747.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -478781.406250 Penalty: 2764.295898
	Iteration 8Q: 3 clusters Score -478781.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -478813.750000 Penalty: 2764.295898
	Iteration 9Q: 3 clusters Score -478813.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -478855.250000 Penalty: 2764.295898
	Iteration 10Q: 3 clusters Score -478855.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -478901.906250 Penalty: 2764.295898
	Iteration 11Q: 3 clusters Score -478901.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -478957.531250 Penalty: 2764.295898
	Iteration 12Q: 3 clusters Score -478957.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -479025.468750 Penalty: 2764.295898
	Iteration 13Q: 3 clusters Score -479025.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -479093.687500 Penalty: 2764.295898
	Iteration 14Q: 3 clusters Score -479093.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -479177.156250 Penalty: 2764.295898
	Iteration 15Q: 3 clusters Score -479177.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -479257.437500 Penalty: 2764.295898
	Iteration 16Q: 3 clusters Score -479257.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -479332.625000 Penalty: 2764.295898
	Iteration 17Q: 3 clusters Score -479332.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -479399.218750 Penalty: 2764.295898
	Iteration 18Q: 3 clusters Score -479399.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -479463.281250 Penalty: 2764.295898
	Iteration 19Q: 3 clusters Score -479463.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -479522.531250 Penalty: 2764.295898
	Iteration 20F: 3 clusters Score -479522.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -479578.625000 Penalty: 2764.295898
	Iteration 21Q: 3 clusters Score -479578.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -479635.250000 Penalty: 2764.295898
	Iteration 22Q: 3 clusters Score -479635.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -479676.531250 Penalty: 2764.295898
	Iteration 23Q: 3 clusters Score -479676.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -479711.312500 Penalty: 2764.295898
	Iteration 24Q: 3 clusters Score -479711.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -479739.500000 Penalty: 2764.295898
	Iteration 25Q: 3 clusters Score -479739.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -479771.375000 Penalty: 2764.295898
	Iteration 26Q: 3 clusters Score -479771.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -479796.906250 Penalty: 2764.295898
	Iteration 27Q: 3 clusters Score -479796.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -479820.281250 Penalty: 2764.295898
	Iteration 28Q: 3 clusters Score -479820.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -479844.593750 Penalty: 2764.295898
	Iteration 29Q: 3 clusters Score -479844.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -479859.281250 Penalty: 2764.295898
	Iteration 30Q: 3 clusters Score -479859.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -479869.531250 Penalty: 2764.295898
	Iteration 31Q: 3 clusters Score -479869.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -479878.906250 Penalty: 2764.295898
	Iteration 32Q: 3 clusters Score -479878.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -479888.000000 Penalty: 2764.295898
	Iteration 33Q: 3 clusters Score -479888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -479892.906250 Penalty: 2764.295898
	Iteration 34Q: 3 clusters Score -479892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -479897.437500 Penalty: 2764.295898
	Iteration 35Q: 3 clusters Score -479897.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -479903.812500 Penalty: 2764.295898
	Iteration 36Q: 3 clusters Score -479903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -479911.156250 Penalty: 2764.295898
	Iteration 37Q: 3 clusters Score -479911.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -479918.093750 Penalty: 2764.295898
	Iteration 38Q: 3 clusters Score -479918.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -479922.343750 Penalty: 2764.295898
	Iteration 39Q: 3 clusters Score -479922.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -479925.093750 Penalty: 2764.295898
	Iteration 40F: 3 clusters Score -479925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -479929.812500 Penalty: 2764.295898
	Iteration 41Q: 3 clusters Score -479929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -479932.406250 Penalty: 2764.295898
	Iteration 42Q: 3 clusters Score -479932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -479937.656250 Penalty: 2764.295898
	Iteration 43Q: 3 clusters Score -479937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -479939.500000 Penalty: 2764.295898
	Iteration 44Q: 3 clusters Score -479939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -479941.250000 Penalty: 2764.295898
	Iteration 45Q: 3 clusters Score -479941.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -479941.250000 Penalty: 2764.295898
	Iteration 46F: 3 clusters Score -479941.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -228634.906250 Penalty: 1265.516968
	Iteration 0F: 2 clusters Score -228634.9 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 1235 members 
Entering Unmasked Estep 
Score: -226276.812500 Penalty: 2531.033936
	Iteration 0F: 3 clusters Score -226276.8 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -226883.484375 Penalty: 2531.033936
	Iteration 1F: 3 clusters Score -226883.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -227053.953125 Penalty: 2531.033936
	Iteration 2F: 3 clusters Score -227054 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -227147.156250 Penalty: 2531.033936
	Iteration 3F: 3 clusters Score -227147.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -227196.906250 Penalty: 2531.033936
	Iteration 4Q: 3 clusters Score -227196.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -227252.671875 Penalty: 2531.033936
	Iteration 5Q: 3 clusters Score -227252.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -227293.453125 Penalty: 2531.033936
	Iteration 6Q: 3 clusters Score -227293.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -227320.953125 Penalty: 2531.033936
	Iteration 7Q: 3 clusters Score -227321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -227343.546875 Penalty: 2531.033936
	Iteration 8Q: 3 clusters Score -227343.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -227364.515625 Penalty: 2531.033936
	Iteration 9Q: 3 clusters Score -227364.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -227380.437500 Penalty: 2531.033936
	Iteration 10Q: 3 clusters Score -227380.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227396.593750 Penalty: 2531.033936
	Iteration 11Q: 3 clusters Score -227396.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -227408.171875 Penalty: 2531.033936
	Iteration 12Q: 3 clusters Score -227408.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -227419.437500 Penalty: 2531.033936
	Iteration 13Q: 3 clusters Score -227419.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -227432.031250 Penalty: 2531.033936
	Iteration 14Q: 3 clusters Score -227432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -227450.718750 Penalty: 2531.033936
	Iteration 15Q: 3 clusters Score -227450.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -227463.906250 Penalty: 2531.033936
	Iteration 16Q: 3 clusters Score -227463.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -227477.984375 Penalty: 2531.033936
	Iteration 17Q: 3 clusters Score -227478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -227490.281250 Penalty: 2531.033936
	Iteration 18Q: 3 clusters Score -227490.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -227500.375000 Penalty: 2531.033936
	Iteration 19Q: 3 clusters Score -227500.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -227508.781250 Penalty: 2531.033936
	Iteration 20F: 3 clusters Score -227508.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -227511.046875 Penalty: 2531.033936
	Iteration 21Q: 3 clusters Score -227511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -227513.765625 Penalty: 2531.033936
	Iteration 22Q: 3 clusters Score -227513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -227516.687500 Penalty: 2531.033936
	Iteration 23Q: 3 clusters Score -227516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -227520.640625 Penalty: 2531.033936
	Iteration 24Q: 3 clusters Score -227520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -227525.140625 Penalty: 2531.033936
	Iteration 25Q: 3 clusters Score -227525.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -227530.843750 Penalty: 2531.033936
	Iteration 26Q: 3 clusters Score -227530.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -227536.046875 Penalty: 2531.033936
	Iteration 27Q: 3 clusters Score -227536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -227540.515625 Penalty: 2531.033936
	Iteration 28Q: 3 clusters Score -227540.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -227544.578125 Penalty: 2531.033936
	Iteration 29Q: 3 clusters Score -227544.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -227550.265625 Penalty: 2531.033936
	Iteration 30Q: 3 clusters Score -227550.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -227560.609375 Penalty: 2531.033936
	Iteration 31Q: 3 clusters Score -227560.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -227574.937500 Penalty: 2531.033936
	Iteration 32Q: 3 clusters Score -227574.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -227590.265625 Penalty: 2531.033936
	Iteration 33Q: 3 clusters Score -227590.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -227598.875000 Penalty: 2531.033936
	Iteration 34Q: 3 clusters Score -227598.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -227606.734375 Penalty: 2531.033936
	Iteration 35Q: 3 clusters Score -227606.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -227612.796875 Penalty: 2531.033936
	Iteration 36Q: 3 clusters Score -227612.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -227617.515625 Penalty: 2531.033936
	Iteration 37Q: 3 clusters Score -227617.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -227623.609375 Penalty: 2531.033936
	Iteration 38Q: 3 clusters Score -227623.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -227628.062500 Penalty: 2531.033936
	Iteration 39Q: 3 clusters Score -227628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -227631.078125 Penalty: 2531.033936
	Iteration 40F: 3 clusters Score -227631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -227633.109375 Penalty: 2531.033936
	Iteration 41Q: 3 clusters Score -227633.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -227634.437500 Penalty: 2531.033936
	Iteration 42Q: 3 clusters Score -227634.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -227637.343750 Penalty: 2531.033936
	Iteration 43Q: 3 clusters Score -227637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -227638.812500 Penalty: 2531.033936
	Iteration 44Q: 3 clusters Score -227638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -227640.250000 Penalty: 2531.033936
	Iteration 45Q: 3 clusters Score -227640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -227640.843750 Penalty: 2531.033936
	Iteration 46Q: 3 clusters Score -227640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -227640.843750 Penalty: 2531.033936
	Iteration 47F: 3 clusters Score -227640.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Entering Unmasked Estep 
Score: -1988710.750000 Penalty: 1613.551147
	Iteration 0F: 2 clusters Score -1988711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1974690.625000 Penalty: 3227.102295
	Iteration 0F: 3 clusters Score -1974691 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1979844.625000 Penalty: 3227.102295
	Iteration 1F: 3 clusters Score -1979845 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1980263.375000 Penalty: 3227.102295
	Iteration 2F: 3 clusters Score -1980263 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1980641.000000 Penalty: 3227.102295
	Iteration 3Q: 3 clusters Score -1980641 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1981017.500000 Penalty: 3227.102295
	Iteration 4Q: 3 clusters Score -1981018 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1981437.250000 Penalty: 3227.102295
	Iteration 5Q: 3 clusters Score -1981437 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1981927.625000 Penalty: 3227.102295
	Iteration 6Q: 3 clusters Score -1981928 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1982489.000000 Penalty: 3227.102295
	Iteration 7Q: 3 clusters Score -1982489 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1983082.625000 Penalty: 3227.102295
	Iteration 8Q: 3 clusters Score -1983083 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1983698.750000 Penalty: 3227.102295
	Iteration 9Q: 3 clusters Score -1983699 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1984290.000000 Penalty: 3227.102295
	Iteration 10Q: 3 clusters Score -1984290 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1984774.375000 Penalty: 3227.102295
	Iteration 11Q: 3 clusters Score -1984774 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1985019.375000 Penalty: 3227.102295
	Iteration 12Q: 3 clusters Score -1985019 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1985126.625000 Penalty: 3227.102295
	Iteration 13Q: 3 clusters Score -1985127 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1985181.000000 Penalty: 3227.102295
	Iteration 14Q: 3 clusters Score -1985181 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1985227.875000 Penalty: 3227.102295
	Iteration 15Q: 3 clusters Score -1985228 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1985259.625000 Penalty: 3227.102295
	Iteration 16Q: 3 clusters Score -1985260 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1985292.750000 Penalty: 3227.102295
	Iteration 17Q: 3 clusters Score -1985293 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1985325.625000 Penalty: 3227.102295
	Iteration 18Q: 3 clusters Score -1985326 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1985357.125000 Penalty: 3227.102295
	Iteration 19Q: 3 clusters Score -1985357 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1985399.125000 Penalty: 3227.102295
	Iteration 20F: 3 clusters Score -1985399 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1985436.750000 Penalty: 3227.102295
	Iteration 21Q: 3 clusters Score -1985437 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1985469.000000 Penalty: 3227.102295
	Iteration 22Q: 3 clusters Score -1985469 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1985515.750000 Penalty: 3227.102295
	Iteration 23Q: 3 clusters Score -1985516 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1985558.125000 Penalty: 3227.102295
	Iteration 24Q: 3 clusters Score -1985558 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1985579.625000 Penalty: 3227.102295
	Iteration 25Q: 3 clusters Score -1985580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1985598.500000 Penalty: 3227.102295
	Iteration 26Q: 3 clusters Score -1985598 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1985614.250000 Penalty: 3227.102295
	Iteration 27Q: 3 clusters Score -1985614 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1985641.250000 Penalty: 3227.102295
	Iteration 28Q: 3 clusters Score -1985641 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1985660.125000 Penalty: 3227.102295
	Iteration 29Q: 3 clusters Score -1985660 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1985678.250000 Penalty: 3227.102295
	Iteration 30Q: 3 clusters Score -1985678 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1985715.375000 Penalty: 3227.102295
	Iteration 31Q: 3 clusters Score -1985715 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1985733.250000 Penalty: 3227.102295
	Iteration 32Q: 3 clusters Score -1985733 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1985770.000000 Penalty: 3227.102295
	Iteration 33Q: 3 clusters Score -1985770 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1985805.125000 Penalty: 3227.102295
	Iteration 34Q: 3 clusters Score -1985805 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1985844.750000 Penalty: 3227.102295
	Iteration 35Q: 3 clusters Score -1985845 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1985892.250000 Penalty: 3227.102295
	Iteration 36Q: 3 clusters Score -1985892 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1985933.500000 Penalty: 3227.102295
	Iteration 37Q: 3 clusters Score -1985934 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1985963.625000 Penalty: 3227.102295
	Iteration 38Q: 3 clusters Score -1985964 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1985991.750000 Penalty: 3227.102295
	Iteration 39Q: 3 clusters Score -1985992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1986026.750000 Penalty: 3227.102295
	Iteration 40F: 3 clusters Score -1986027 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1986068.750000 Penalty: 3227.102295
	Iteration 41Q: 3 clusters Score -1986069 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1986102.625000 Penalty: 3227.102295
	Iteration 42Q: 3 clusters Score -1986103 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1986142.875000 Penalty: 3227.102295
	Iteration 43Q: 3 clusters Score -1986143 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1986194.375000 Penalty: 3227.102295
	Iteration 44Q: 3 clusters Score -1986194 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1986246.125000 Penalty: 3227.102295
	Iteration 45Q: 3 clusters Score -1986246 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1986284.625000 Penalty: 3227.102295
	Iteration 46Q: 3 clusters Score -1986285 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1986318.250000 Penalty: 3227.102295
	Iteration 47Q: 3 clusters Score -1986318 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1986345.625000 Penalty: 3227.102295
	Iteration 48Q: 3 clusters Score -1986346 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1986382.250000 Penalty: 3227.102295
	Iteration 49Q: 3 clusters Score -1986382 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1986407.125000 Penalty: 3227.102295
	Iteration 50Q: 3 clusters Score -1986407 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1986451.125000 Penalty: 3227.102295
	Iteration 51Q: 3 clusters Score -1986451 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1986495.125000 Penalty: 3227.102295
	Iteration 52Q: 3 clusters Score -1986495 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1986540.625000 Penalty: 3227.102295
	Iteration 53Q: 3 clusters Score -1986541 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1986580.750000 Penalty: 3227.102295
	Iteration 54Q: 3 clusters Score -1986581 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1986603.125000 Penalty: 3227.102295
	Iteration 55Q: 3 clusters Score -1986603 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1986636.625000 Penalty: 3227.102295
	Iteration 56Q: 3 clusters Score -1986637 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1986666.500000 Penalty: 3227.102295
	Iteration 57Q: 3 clusters Score -1986666 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1986690.500000 Penalty: 3227.102295
	Iteration 58Q: 3 clusters Score -1986690 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1986701.750000 Penalty: 3227.102295
	Iteration 59Q: 3 clusters Score -1986702 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1986736.375000 Penalty: 3227.102295
	Iteration 60F: 3 clusters Score -1986736 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1986763.250000 Penalty: 3227.102295
	Iteration 61Q: 3 clusters Score -1986763 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1986788.375000 Penalty: 3227.102295
	Iteration 62Q: 3 clusters Score -1986788 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -1986818.625000 Penalty: 3227.102295
	Iteration 63Q: 3 clusters Score -1986819 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1986842.250000 Penalty: 3227.102295
	Iteration 64Q: 3 clusters Score -1986842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1986864.250000 Penalty: 3227.102295
	Iteration 65Q: 3 clusters Score -1986864 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1986895.250000 Penalty: 3227.102295
	Iteration 66Q: 3 clusters Score -1986895 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -1986928.250000 Penalty: 3227.102295
	Iteration 67Q: 3 clusters Score -1986928 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -1986980.125000 Penalty: 3227.102295
	Iteration 68Q: 3 clusters Score -1986980 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -1987024.750000 Penalty: 3227.102295
	Iteration 69Q: 3 clusters Score -1987025 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -1987064.000000 Penalty: 3227.102295
	Iteration 70Q: 3 clusters Score -1987064 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1987112.125000 Penalty: 3227.102295
	Iteration 71Q: 3 clusters Score -1987112 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1987150.375000 Penalty: 3227.102295
	Iteration 72Q: 3 clusters Score -1987150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1987183.250000 Penalty: 3227.102295
	Iteration 73Q: 3 clusters Score -1987183 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -1987215.250000 Penalty: 3227.102295
	Iteration 74Q: 3 clusters Score -1987215 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -1987243.125000 Penalty: 3227.102295
	Iteration 75Q: 3 clusters Score -1987243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -1987272.250000 Penalty: 3227.102295
	Iteration 76Q: 3 clusters Score -1987272 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -1987291.250000 Penalty: 3227.102295
	Iteration 77Q: 3 clusters Score -1987291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -1987310.250000 Penalty: 3227.102295
	Iteration 78Q: 3 clusters Score -1987310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -1987326.000000 Penalty: 3227.102295
	Iteration 79Q: 3 clusters Score -1987326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -1987338.125000 Penalty: 3227.102295
	Iteration 80F: 3 clusters Score -1987338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1987344.125000 Penalty: 3227.102295
	Iteration 81Q: 3 clusters Score -1987344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -1987353.750000 Penalty: 3227.102295
	Iteration 82Q: 3 clusters Score -1987354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -1987357.250000 Penalty: 3227.102295
	Iteration 83Q: 3 clusters Score -1987357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1987363.750000 Penalty: 3227.102295
	Iteration 84Q: 3 clusters Score -1987364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1987365.000000 Penalty: 3227.102295
	Iteration 85Q: 3 clusters Score -1987365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -1987370.000000 Penalty: 3227.102295
	Iteration 86Q: 3 clusters Score -1987370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1987373.625000 Penalty: 3227.102295
	Iteration 87Q: 3 clusters Score -1987374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1987379.750000 Penalty: 3227.102295
	Iteration 88Q: 3 clusters Score -1987380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1987381.125000 Penalty: 3227.102295
	Iteration 89Q: 3 clusters Score -1987381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -1987383.125000 Penalty: 3227.102295
	Iteration 90Q: 3 clusters Score -1987383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -1987384.500000 Penalty: 3227.102295
	Iteration 91Q: 3 clusters Score -1987384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1987388.500000 Penalty: 3227.102295
	Iteration 92Q: 3 clusters Score -1987388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -1987393.625000 Penalty: 3227.102295
	Iteration 93Q: 3 clusters Score -1987394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1987398.500000 Penalty: 3227.102295
	Iteration 94Q: 3 clusters Score -1987398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -1987400.125000 Penalty: 3227.102295
	Iteration 95Q: 3 clusters Score -1987400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -1987407.375000 Penalty: 3227.102295
	Iteration 96Q: 3 clusters Score -1987407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -1987413.125000 Penalty: 3227.102295
	Iteration 97Q: 3 clusters Score -1987413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -1987417.750000 Penalty: 3227.102295
	Iteration 98Q: 3 clusters Score -1987418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -1987420.500000 Penalty: 3227.102295
	Iteration 99Q: 3 clusters Score -1987420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -1987428.750000 Penalty: 3227.102295
	Iteration 100F: 3 clusters Score -1987429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1987428.500000 Penalty: 3227.102295
	Iteration 101Q: 3 clusters Score -1987428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -1987434.750000 Penalty: 3227.102295
	Iteration 102Q: 3 clusters Score -1987435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1987435.750000 Penalty: 3227.102295
	Iteration 103Q: 3 clusters Score -1987436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -1987438.000000 Penalty: 3227.102295
	Iteration 104Q: 3 clusters Score -1987438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -1987436.625000 Penalty: 3227.102295
	Iteration 105Q: 3 clusters Score -1987437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -1987436.625000 Penalty: 3227.102295
	Iteration 106F: 3 clusters Score -1987437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Entering Unmasked Estep 
Score: -156668.796875 Penalty: 1212.048950
	Iteration 0F: 2 clusters Score -156668.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -154760.406250 Penalty: 2424.097900
	Iteration 0F: 3 clusters Score -154760.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -155175.093750 Penalty: 2424.097900
	Iteration 1F: 3 clusters Score -155175.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -155292.109375 Penalty: 2424.097900
	Iteration 2F: 3 clusters Score -155292.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -155344.984375 Penalty: 2424.097900
	Iteration 3Q: 3 clusters Score -155345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -155386.562500 Penalty: 2424.097900
	Iteration 4Q: 3 clusters Score -155386.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -155422.390625 Penalty: 2424.097900
	Iteration 5Q: 3 clusters Score -155422.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -155461.906250 Penalty: 2424.097900
	Iteration 6Q: 3 clusters Score -155461.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -155506.968750 Penalty: 2424.097900
	Iteration 7Q: 3 clusters Score -155507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -155532.359375 Penalty: 2424.097900
	Iteration 8Q: 3 clusters Score -155532.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -155551.765625 Penalty: 2424.097900
	Iteration 9Q: 3 clusters Score -155551.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -155569.343750 Penalty: 2424.097900
	Iteration 10Q: 3 clusters Score -155569.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -155591.250000 Penalty: 2424.097900
	Iteration 11Q: 3 clusters Score -155591.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -155617.390625 Penalty: 2424.097900
	Iteration 12Q: 3 clusters Score -155617.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -155654.828125 Penalty: 2424.097900
	Iteration 13Q: 3 clusters Score -155654.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -155697.468750 Penalty: 2424.097900
	Iteration 14Q: 3 clusters Score -155697.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -155756.765625 Penalty: 2424.097900
	Iteration 15Q: 3 clusters Score -155756.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -155834.765625 Penalty: 2424.097900
	Iteration 16Q: 3 clusters Score -155834.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -155925.187500 Penalty: 2424.097900
	Iteration 17Q: 3 clusters Score -155925.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -156012.140625 Penalty: 2424.097900
	Iteration 18Q: 3 clusters Score -156012.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -156080.984375 Penalty: 2424.097900
	Iteration 19Q: 3 clusters Score -156081 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -156130.484375 Penalty: 2424.097900
	Iteration 20F: 3 clusters Score -156130.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -156155.671875 Penalty: 2424.097900
	Iteration 21Q: 3 clusters Score -156155.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -156174.203125 Penalty: 2424.097900
	Iteration 22Q: 3 clusters Score -156174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -156184.687500 Penalty: 2424.097900
	Iteration 23Q: 3 clusters Score -156184.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -156194.406250 Penalty: 2424.097900
	Iteration 24Q: 3 clusters Score -156194.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -156201.640625 Penalty: 2424.097900
	Iteration 25Q: 3 clusters Score -156201.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -156209.390625 Penalty: 2424.097900
	Iteration 26Q: 3 clusters Score -156209.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -156218.421875 Penalty: 2424.097900
	Iteration 27Q: 3 clusters Score -156218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -156222.093750 Penalty: 2424.097900
	Iteration 28Q: 3 clusters Score -156222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -156225.984375 Penalty: 2424.097900
	Iteration 29Q: 3 clusters Score -156226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -156227.750000 Penalty: 2424.097900
	Iteration 30Q: 3 clusters Score -156227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -156228.375000 Penalty: 2424.097900
	Iteration 31Q: 3 clusters Score -156228.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -156228.375000 Penalty: 2424.097900
	Iteration 32F: 3 clusters Score -156228.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -116718.968750 Penalty: 1162.625000
	Iteration 0F: 2 clusters Score -116719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -115068.664062 Penalty: 2325.250000
	Iteration 0F: 3 clusters Score -115068.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -115367.976562 Penalty: 2325.250000
	Iteration 1F: 3 clusters Score -115368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -115457.968750 Penalty: 2325.250000
	Iteration 2F: 3 clusters Score -115458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -115501.765625 Penalty: 2325.250000
	Iteration 3Q: 3 clusters Score -115501.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -115522.414062 Penalty: 2325.250000
	Iteration 4Q: 3 clusters Score -115522.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -115539.304688 Penalty: 2325.250000
	Iteration 5Q: 3 clusters Score -115539.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -115557.210938 Penalty: 2325.250000
	Iteration 6Q: 3 clusters Score -115557.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -115570.539062 Penalty: 2325.250000
	Iteration 7Q: 3 clusters Score -115570.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -115580.484375 Penalty: 2325.250000
	Iteration 8Q: 3 clusters Score -115580.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -115589.585938 Penalty: 2325.250000
	Iteration 9Q: 3 clusters Score -115589.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -115597.007812 Penalty: 2325.250000
	Iteration 10Q: 3 clusters Score -115597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -115606.875000 Penalty: 2325.250000
	Iteration 11Q: 3 clusters Score -115606.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -115620.515625 Penalty: 2325.250000
	Iteration 12Q: 3 clusters Score -115620.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -115627.875000 Penalty: 2325.250000
	Iteration 13Q: 3 clusters Score -115627.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -115635.984375 Penalty: 2325.250000
	Iteration 14Q: 3 clusters Score -115636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -115643.882812 Penalty: 2325.250000
	Iteration 15Q: 3 clusters Score -115643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -115648.703125 Penalty: 2325.250000
	Iteration 16Q: 3 clusters Score -115648.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -115653.664062 Penalty: 2325.250000
	Iteration 17Q: 3 clusters Score -115653.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -115656.804688 Penalty: 2325.250000
	Iteration 18Q: 3 clusters Score -115656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -115659.367188 Penalty: 2325.250000
	Iteration 19Q: 3 clusters Score -115659.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -115662.484375 Penalty: 2325.250000
	Iteration 20F: 3 clusters Score -115662.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -115663.351562 Penalty: 2325.250000
	Iteration 21Q: 3 clusters Score -115663.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -115665.117188 Penalty: 2325.250000
	Iteration 22Q: 3 clusters Score -115665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -115666.476562 Penalty: 2325.250000
	Iteration 23Q: 3 clusters Score -115666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -115667.976562 Penalty: 2325.250000
	Iteration 24Q: 3 clusters Score -115668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -115669.070312 Penalty: 2325.250000
	Iteration 25Q: 3 clusters Score -115669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -115669.757812 Penalty: 2325.250000
	Iteration 26Q: 3 clusters Score -115669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -115670.187500 Penalty: 2325.250000
	Iteration 27Q: 3 clusters Score -115670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -115671.023438 Penalty: 2325.250000
	Iteration 28Q: 3 clusters Score -115671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -115672.195312 Penalty: 2325.250000
	Iteration 29Q: 3 clusters Score -115672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -115674.312500 Penalty: 2325.250000
	Iteration 30Q: 3 clusters Score -115674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -115676.695312 Penalty: 2325.250000
	Iteration 31Q: 3 clusters Score -115676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -115678.039062 Penalty: 2325.250000
	Iteration 32Q: 3 clusters Score -115678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -115678.273438 Penalty: 2325.250000
	Iteration 33Q: 3 clusters Score -115678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -115678.476562 Penalty: 2325.250000
	Iteration 34Q: 3 clusters Score -115678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -115678.476562 Penalty: 2325.250000
	Iteration 35F: 3 clusters Score -115678.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Entering Unmasked Estep 
Score: -2341122.500000 Penalty: 1639.633057
	Iteration 0F: 2 clusters Score -2341122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2324761.750000 Penalty: 3279.266113
	Iteration 0F: 3 clusters Score -2324762 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2330920.250000 Penalty: 3279.266113
	Iteration 1F: 3 clusters Score -2330920 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2331227.750000 Penalty: 3279.266113
	Iteration 2Q: 3 clusters Score -2331228 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2331499.500000 Penalty: 3279.266113
	Iteration 3Q: 3 clusters Score -2331500 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2331759.750000 Penalty: 3279.266113
	Iteration 4Q: 3 clusters Score -2331760 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2332030.000000 Penalty: 3279.266113
	Iteration 5Q: 3 clusters Score -2332030 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2332404.750000 Penalty: 3279.266113
	Iteration 6Q: 3 clusters Score -2332405 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2332875.000000 Penalty: 3279.266113
	Iteration 7Q: 3 clusters Score -2332875 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2333502.000000 Penalty: 3279.266113
	Iteration 8Q: 3 clusters Score -2333502 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2334223.500000 Penalty: 3279.266113
	Iteration 9Q: 3 clusters Score -2334224 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2335054.500000 Penalty: 3279.266113
	Iteration 10F: 3 clusters Score -2335054 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2335933.500000 Penalty: 3279.266113
	Iteration 11F: 3 clusters Score -2335934 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2336722.250000 Penalty: 3279.266113
	Iteration 12Q: 3 clusters Score -2336722 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2337414.250000 Penalty: 3279.266113
	Iteration 13Q: 3 clusters Score -2337414 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2337928.500000 Penalty: 3279.266113
	Iteration 14Q: 3 clusters Score -2337928 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2338299.000000 Penalty: 3279.266113
	Iteration 15Q: 3 clusters Score -2338299 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2338591.500000 Penalty: 3279.266113
	Iteration 16Q: 3 clusters Score -2338592 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2338809.500000 Penalty: 3279.266113
	Iteration 17Q: 3 clusters Score -2338810 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2338962.500000 Penalty: 3279.266113
	Iteration 18Q: 3 clusters Score -2338962 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2339076.000000 Penalty: 3279.266113
	Iteration 19Q: 3 clusters Score -2339076 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2339163.000000 Penalty: 3279.266113
	Iteration 20F: 3 clusters Score -2339163 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2339236.250000 Penalty: 3279.266113
	Iteration 21Q: 3 clusters Score -2339236 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2339327.500000 Penalty: 3279.266113
	Iteration 22Q: 3 clusters Score -2339328 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2339405.500000 Penalty: 3279.266113
	Iteration 23Q: 3 clusters Score -2339406 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2339469.000000 Penalty: 3279.266113
	Iteration 24Q: 3 clusters Score -2339469 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2339515.250000 Penalty: 3279.266113
	Iteration 25Q: 3 clusters Score -2339515 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2339565.250000 Penalty: 3279.266113
	Iteration 26Q: 3 clusters Score -2339565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2339589.750000 Penalty: 3279.266113
	Iteration 27Q: 3 clusters Score -2339590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2339616.500000 Penalty: 3279.266113
	Iteration 28Q: 3 clusters Score -2339616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2339629.000000 Penalty: 3279.266113
	Iteration 29Q: 3 clusters Score -2339629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2339649.250000 Penalty: 3279.266113
	Iteration 30Q: 3 clusters Score -2339649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2339665.250000 Penalty: 3279.266113
	Iteration 31Q: 3 clusters Score -2339665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2339673.750000 Penalty: 3279.266113
	Iteration 32Q: 3 clusters Score -2339674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2339681.750000 Penalty: 3279.266113
	Iteration 33Q: 3 clusters Score -2339682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2339696.750000 Penalty: 3279.266113
	Iteration 34Q: 3 clusters Score -2339697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2339700.750000 Penalty: 3279.266113
	Iteration 35Q: 3 clusters Score -2339701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2339710.000000 Penalty: 3279.266113
	Iteration 36Q: 3 clusters Score -2339710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2339718.500000 Penalty: 3279.266113
	Iteration 37Q: 3 clusters Score -2339718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2339725.500000 Penalty: 3279.266113
	Iteration 38Q: 3 clusters Score -2339726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2339729.250000 Penalty: 3279.266113
	Iteration 39Q: 3 clusters Score -2339729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2339736.750000 Penalty: 3279.266113
	Iteration 40F: 3 clusters Score -2339737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2339742.750000 Penalty: 3279.266113
	Iteration 41Q: 3 clusters Score -2339743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2339738.500000 Penalty: 3279.266113
	Iteration 42Q: 3 clusters Score -2339738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2339745.750000 Penalty: 3279.266113
	Iteration 43Q: 3 clusters Score -2339746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2339750.250000 Penalty: 3279.266113
	Iteration 44Q: 3 clusters Score -2339750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2339752.250000 Penalty: 3279.266113
	Iteration 45Q: 3 clusters Score -2339752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2339755.250000 Penalty: 3279.266113
	Iteration 46Q: 3 clusters Score -2339755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2339755.250000 Penalty: 3279.266113
	Iteration 47F: 3 clusters Score -2339755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Entering Unmasked Estep 
Score: -1529355.500000 Penalty: 1571.812012
	Iteration 0F: 2 clusters Score -1529356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1518373.625000 Penalty: 3143.624023
	Iteration 0F: 3 clusters Score -1518374 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1522638.375000 Penalty: 3143.624023
	Iteration 1F: 3 clusters Score -1522638 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1523232.375000 Penalty: 3143.624023
	Iteration 2F: 3 clusters Score -1523232 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1523917.875000 Penalty: 3143.624023
	Iteration 3F: 3 clusters Score -1523918 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1524737.500000 Penalty: 3143.624023
	Iteration 4F: 3 clusters Score -1524738 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1525568.500000 Penalty: 3143.624023
	Iteration 5F: 3 clusters Score -1525568 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1526287.750000 Penalty: 3143.624023
	Iteration 6F: 3 clusters Score -1526288 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1526873.875000 Penalty: 3143.624023
	Iteration 7Q: 3 clusters Score -1526874 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1527200.625000 Penalty: 3143.624023
	Iteration 8Q: 3 clusters Score -1527201 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1527372.875000 Penalty: 3143.624023
	Iteration 9Q: 3 clusters Score -1527373 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1527491.375000 Penalty: 3143.624023
	Iteration 10Q: 3 clusters Score -1527491 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1527559.250000 Penalty: 3143.624023
	Iteration 11Q: 3 clusters Score -1527559 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1527606.875000 Penalty: 3143.624023
	Iteration 12Q: 3 clusters Score -1527607 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1527639.875000 Penalty: 3143.624023
	Iteration 13Q: 3 clusters Score -1527640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1527675.000000 Penalty: 3143.624023
	Iteration 14Q: 3 clusters Score -1527675 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1527703.000000 Penalty: 3143.624023
	Iteration 15Q: 3 clusters Score -1527703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1527724.750000 Penalty: 3143.624023
	Iteration 16Q: 3 clusters Score -1527725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1527747.750000 Penalty: 3143.624023
	Iteration 17Q: 3 clusters Score -1527748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1527757.875000 Penalty: 3143.624023
	Iteration 18Q: 3 clusters Score -1527758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1527769.375000 Penalty: 3143.624023
	Iteration 19Q: 3 clusters Score -1527769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1527785.000000 Penalty: 3143.624023
	Iteration 20F: 3 clusters Score -1527785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1527794.125000 Penalty: 3143.624023
	Iteration 21Q: 3 clusters Score -1527794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1527808.250000 Penalty: 3143.624023
	Iteration 22Q: 3 clusters Score -1527808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1527837.125000 Penalty: 3143.624023
	Iteration 23Q: 3 clusters Score -1527837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1527860.750000 Penalty: 3143.624023
	Iteration 24Q: 3 clusters Score -1527861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1527873.875000 Penalty: 3143.624023
	Iteration 25Q: 3 clusters Score -1527874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1527889.750000 Penalty: 3143.624023
	Iteration 26Q: 3 clusters Score -1527890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1527900.750000 Penalty: 3143.624023
	Iteration 27Q: 3 clusters Score -1527901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1527901.250000 Penalty: 3143.624023
	Iteration 28Q: 3 clusters Score -1527901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1527907.625000 Penalty: 3143.624023
	Iteration 29Q: 3 clusters Score -1527908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1527910.125000 Penalty: 3143.624023
	Iteration 30Q: 3 clusters Score -1527910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1527911.000000 Penalty: 3143.624023
	Iteration 31Q: 3 clusters Score -1527911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1527916.625000 Penalty: 3143.624023
	Iteration 32Q: 3 clusters Score -1527917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1527916.250000 Penalty: 3143.624023
	Iteration 33Q: 3 clusters Score -1527916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1527918.625000 Penalty: 3143.624023
	Iteration 34Q: 3 clusters Score -1527919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1527920.000000 Penalty: 3143.624023
	Iteration 35Q: 3 clusters Score -1527920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1527920.000000 Penalty: 3143.624023
	Iteration 36Q: 3 clusters Score -1527920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1527926.125000 Penalty: 3143.624023
	Iteration 37Q: 3 clusters Score -1527926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1527927.750000 Penalty: 3143.624023
	Iteration 38Q: 3 clusters Score -1527928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1527931.125000 Penalty: 3143.624023
	Iteration 39Q: 3 clusters Score -1527931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1527934.375000 Penalty: 3143.624023
	Iteration 40F: 3 clusters Score -1527934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1527937.750000 Penalty: 3143.624023
	Iteration 41Q: 3 clusters Score -1527938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1527943.750000 Penalty: 3143.624023
	Iteration 42Q: 3 clusters Score -1527944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1527946.125000 Penalty: 3143.624023
	Iteration 43Q: 3 clusters Score -1527946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1527955.750000 Penalty: 3143.624023
	Iteration 44Q: 3 clusters Score -1527956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1527958.875000 Penalty: 3143.624023
	Iteration 45Q: 3 clusters Score -1527959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1527959.625000 Penalty: 3143.624023
	Iteration 46Q: 3 clusters Score -1527960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1527963.500000 Penalty: 3143.624023
	Iteration 47Q: 3 clusters Score -1527964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1527961.875000 Penalty: 3143.624023
	Iteration 48Q: 3 clusters Score -1527962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1527960.250000 Penalty: 3143.624023
	Iteration 49Q: 3 clusters Score -1527960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1527960.250000 Penalty: 3143.624023
	Iteration 50F: 3 clusters Score -1527960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Entering Unmasked Estep 
Score: -1881594.125000 Penalty: 1604.542969
	Iteration 0F: 2 clusters Score -1881594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1868473.750000 Penalty: 3209.085938
	Iteration 0F: 3 clusters Score -1868474 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1873104.000000 Penalty: 3209.085938
	Iteration 1F: 3 clusters Score -1873104 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1873393.000000 Penalty: 3209.085938
	Iteration 2Q: 3 clusters Score -1873393 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1873648.375000 Penalty: 3209.085938
	Iteration 3Q: 3 clusters Score -1873648 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1873920.375000 Penalty: 3209.085938
	Iteration 4Q: 3 clusters Score -1873920 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1874243.375000 Penalty: 3209.085938
	Iteration 5Q: 3 clusters Score -1874243 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1874679.875000 Penalty: 3209.085938
	Iteration 6Q: 3 clusters Score -1874680 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1875240.875000 Penalty: 3209.085938
	Iteration 7Q: 3 clusters Score -1875241 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1875910.500000 Penalty: 3209.085938
	Iteration 8F: 3 clusters Score -1875910 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1876643.875000 Penalty: 3209.085938
	Iteration 9F: 3 clusters Score -1876644 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1877335.625000 Penalty: 3209.085938
	Iteration 10Q: 3 clusters Score -1877336 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1877841.625000 Penalty: 3209.085938
	Iteration 11Q: 3 clusters Score -1877842 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1878222.000000 Penalty: 3209.085938
	Iteration 12Q: 3 clusters Score -1878222 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1878511.875000 Penalty: 3209.085938
	Iteration 13Q: 3 clusters Score -1878512 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1878749.250000 Penalty: 3209.085938
	Iteration 14Q: 3 clusters Score -1878749 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1878950.500000 Penalty: 3209.085938
	Iteration 15Q: 3 clusters Score -1878950 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1879137.250000 Penalty: 3209.085938
	Iteration 16Q: 3 clusters Score -1879137 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1879284.500000 Penalty: 3209.085938
	Iteration 17Q: 3 clusters Score -1879284 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1879428.750000 Penalty: 3209.085938
	Iteration 18Q: 3 clusters Score -1879429 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1879574.875000 Penalty: 3209.085938
	Iteration 19Q: 3 clusters Score -1879575 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1879707.000000 Penalty: 3209.085938
	Iteration 20F: 3 clusters Score -1879707 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1879825.625000 Penalty: 3209.085938
	Iteration 21Q: 3 clusters Score -1879826 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1879904.500000 Penalty: 3209.085938
	Iteration 22Q: 3 clusters Score -1879904 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1879967.625000 Penalty: 3209.085938
	Iteration 23Q: 3 clusters Score -1879968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1880022.375000 Penalty: 3209.085938
	Iteration 24Q: 3 clusters Score -1880022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1880069.750000 Penalty: 3209.085938
	Iteration 25Q: 3 clusters Score -1880070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1880098.750000 Penalty: 3209.085938
	Iteration 26Q: 3 clusters Score -1880099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1880129.500000 Penalty: 3209.085938
	Iteration 27Q: 3 clusters Score -1880130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1880147.000000 Penalty: 3209.085938
	Iteration 28Q: 3 clusters Score -1880147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1880160.875000 Penalty: 3209.085938
	Iteration 29Q: 3 clusters Score -1880161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1880170.125000 Penalty: 3209.085938
	Iteration 30Q: 3 clusters Score -1880170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1880174.875000 Penalty: 3209.085938
	Iteration 31Q: 3 clusters Score -1880175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1880179.625000 Penalty: 3209.085938
	Iteration 32Q: 3 clusters Score -1880180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1880187.125000 Penalty: 3209.085938
	Iteration 33Q: 3 clusters Score -1880187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1880194.625000 Penalty: 3209.085938
	Iteration 34Q: 3 clusters Score -1880195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1880196.375000 Penalty: 3209.085938
	Iteration 35Q: 3 clusters Score -1880196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1880196.750000 Penalty: 3209.085938
	Iteration 36Q: 3 clusters Score -1880197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1880196.375000 Penalty: 3209.085938
	Iteration 37Q: 3 clusters Score -1880196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1880198.625000 Penalty: 3209.085938
	Iteration 38Q: 3 clusters Score -1880199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1880198.625000 Penalty: 3209.085938
	Iteration 39F: 3 clusters Score -1880199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Entering Unmasked Estep 
Score: -1093051.750000 Penalty: 1518.598389
	Iteration 0F: 2 clusters Score -1093052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1085001.875000 Penalty: 3037.196777
	Iteration 0F: 3 clusters Score -1085002 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1087611.125000 Penalty: 3037.196777
	Iteration 1F: 3 clusters Score -1087611 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1087848.750000 Penalty: 3037.196777
	Iteration 2F: 3 clusters Score -1087849 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1088021.750000 Penalty: 3037.196777
	Iteration 3Q: 3 clusters Score -1088022 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1088185.625000 Penalty: 3037.196777
	Iteration 4Q: 3 clusters Score -1088186 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1088366.000000 Penalty: 3037.196777
	Iteration 5Q: 3 clusters Score -1088366 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1088597.875000 Penalty: 3037.196777
	Iteration 6Q: 3 clusters Score -1088598 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1088874.875000 Penalty: 3037.196777
	Iteration 7Q: 3 clusters Score -1088875 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1089228.625000 Penalty: 3037.196777
	Iteration 8F: 3 clusters Score -1089229 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1089637.875000 Penalty: 3037.196777
	Iteration 9F: 3 clusters Score -1089638 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1090086.750000 Penalty: 3037.196777
	Iteration 10F: 3 clusters Score -1090087 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1090530.000000 Penalty: 3037.196777
	Iteration 11F: 3 clusters Score -1090530 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1090951.375000 Penalty: 3037.196777
	Iteration 12Q: 3 clusters Score -1090951 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1091272.750000 Penalty: 3037.196777
	Iteration 13Q: 3 clusters Score -1091273 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1091503.000000 Penalty: 3037.196777
	Iteration 14Q: 3 clusters Score -1091503 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1091640.875000 Penalty: 3037.196777
	Iteration 15Q: 3 clusters Score -1091641 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1091745.250000 Penalty: 3037.196777
	Iteration 16Q: 3 clusters Score -1091745 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1091820.000000 Penalty: 3037.196777
	Iteration 17Q: 3 clusters Score -1091820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1091856.500000 Penalty: 3037.196777
	Iteration 18Q: 3 clusters Score -1091856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1091890.250000 Penalty: 3037.196777
	Iteration 19Q: 3 clusters Score -1091890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1091918.875000 Penalty: 3037.196777
	Iteration 20F: 3 clusters Score -1091919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1091931.125000 Penalty: 3037.196777
	Iteration 21Q: 3 clusters Score -1091931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1091939.125000 Penalty: 3037.196777
	Iteration 22Q: 3 clusters Score -1091939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1091944.000000 Penalty: 3037.196777
	Iteration 23Q: 3 clusters Score -1091944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1091947.750000 Penalty: 3037.196777
	Iteration 24Q: 3 clusters Score -1091948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1091948.125000 Penalty: 3037.196777
	Iteration 25Q: 3 clusters Score -1091948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1091948.500000 Penalty: 3037.196777
	Iteration 26Q: 3 clusters Score -1091948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1091948.500000 Penalty: 3037.196777
	Iteration 27F: 3 clusters Score -1091948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Entering Unmasked Estep 
Score: -303175.750000 Penalty: 1311.369873
	Iteration 0F: 2 clusters Score -303175.8 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 1597 members 
Entering Unmasked Estep 
Score: -300307.812500 Penalty: 2622.739746
	Iteration 0F: 3 clusters Score -300307.8 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -301048.968750 Penalty: 2622.739746
	Iteration 1F: 3 clusters Score -301049 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -301199.718750 Penalty: 2622.739746
	Iteration 2F: 3 clusters Score -301199.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -301272.406250 Penalty: 2622.739746
	Iteration 3Q: 3 clusters Score -301272.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -301327.312500 Penalty: 2622.739746
	Iteration 4Q: 3 clusters Score -301327.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -301373.156250 Penalty: 2622.739746
	Iteration 5Q: 3 clusters Score -301373.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -301399.000000 Penalty: 2622.739746
	Iteration 6Q: 3 clusters Score -301399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -301429.750000 Penalty: 2622.739746
	Iteration 7Q: 3 clusters Score -301429.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -301451.687500 Penalty: 2622.739746
	Iteration 8Q: 3 clusters Score -301451.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -301471.312500 Penalty: 2622.739746
	Iteration 9Q: 3 clusters Score -301471.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -301495.625000 Penalty: 2622.739746
	Iteration 10Q: 3 clusters Score -301495.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -301516.750000 Penalty: 2622.739746
	Iteration 11Q: 3 clusters Score -301516.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -301535.562500 Penalty: 2622.739746
	Iteration 12Q: 3 clusters Score -301535.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -301557.468750 Penalty: 2622.739746
	Iteration 13Q: 3 clusters Score -301557.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -301569.531250 Penalty: 2622.739746
	Iteration 14Q: 3 clusters Score -301569.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -301582.531250 Penalty: 2622.739746
	Iteration 15Q: 3 clusters Score -301582.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -301589.843750 Penalty: 2622.739746
	Iteration 16Q: 3 clusters Score -301589.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -301597.937500 Penalty: 2622.739746
	Iteration 17Q: 3 clusters Score -301597.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -301606.218750 Penalty: 2622.739746
	Iteration 18Q: 3 clusters Score -301606.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -301619.531250 Penalty: 2622.739746
	Iteration 19Q: 3 clusters Score -301619.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -301638.812500 Penalty: 2622.739746
	Iteration 20F: 3 clusters Score -301638.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -301668.125000 Penalty: 2622.739746
	Iteration 21Q: 3 clusters Score -301668.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -301686.968750 Penalty: 2622.739746
	Iteration 22Q: 3 clusters Score -301687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -301699.593750 Penalty: 2622.739746
	Iteration 23Q: 3 clusters Score -301699.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -301709.937500 Penalty: 2622.739746
	Iteration 24Q: 3 clusters Score -301709.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -301719.468750 Penalty: 2622.739746
	Iteration 25Q: 3 clusters Score -301719.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -301735.218750 Penalty: 2622.739746
	Iteration 26Q: 3 clusters Score -301735.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -301753.718750 Penalty: 2622.739746
	Iteration 27Q: 3 clusters Score -301753.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -301775.750000 Penalty: 2622.739746
	Iteration 28Q: 3 clusters Score -301775.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -301796.218750 Penalty: 2622.739746
	Iteration 29Q: 3 clusters Score -301796.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -301817.625000 Penalty: 2622.739746
	Iteration 30Q: 3 clusters Score -301817.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -301835.250000 Penalty: 2622.739746
	Iteration 31Q: 3 clusters Score -301835.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -301853.656250 Penalty: 2622.739746
	Iteration 32Q: 3 clusters Score -301853.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -301871.156250 Penalty: 2622.739746
	Iteration 33Q: 3 clusters Score -301871.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -301891.625000 Penalty: 2622.739746
	Iteration 34Q: 3 clusters Score -301891.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -301903.625000 Penalty: 2622.739746
	Iteration 35Q: 3 clusters Score -301903.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -301922.031250 Penalty: 2622.739746
	Iteration 36Q: 3 clusters Score -301922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -301938.468750 Penalty: 2622.739746
	Iteration 37Q: 3 clusters Score -301938.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -301950.718750 Penalty: 2622.739746
	Iteration 38Q: 3 clusters Score -301950.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -301960.343750 Penalty: 2622.739746
	Iteration 39Q: 3 clusters Score -301960.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -301970.187500 Penalty: 2622.739746
	Iteration 40F: 3 clusters Score -301970.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -301979.875000 Penalty: 2622.739746
	Iteration 41Q: 3 clusters Score -301979.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -301989.593750 Penalty: 2622.739746
	Iteration 42Q: 3 clusters Score -301989.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -302007.218750 Penalty: 2622.739746
	Iteration 43Q: 3 clusters Score -302007.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -302020.031250 Penalty: 2622.739746
	Iteration 44Q: 3 clusters Score -302020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -302030.375000 Penalty: 2622.739746
	Iteration 45Q: 3 clusters Score -302030.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -302037.125000 Penalty: 2622.739746
	Iteration 46Q: 3 clusters Score -302037.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -302045.468750 Penalty: 2622.739746
	Iteration 47Q: 3 clusters Score -302045.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -302057.093750 Penalty: 2622.739746
	Iteration 48Q: 3 clusters Score -302057.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -302068.562500 Penalty: 2622.739746
	Iteration 49Q: 3 clusters Score -302068.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -302074.406250 Penalty: 2622.739746
	Iteration 50Q: 3 clusters Score -302074.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -302079.468750 Penalty: 2622.739746
	Iteration 51Q: 3 clusters Score -302079.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -302080.843750 Penalty: 2622.739746
	Iteration 52Q: 3 clusters Score -302080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -302083.500000 Penalty: 2622.739746
	Iteration 53Q: 3 clusters Score -302083.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -302086.531250 Penalty: 2622.739746
	Iteration 54Q: 3 clusters Score -302086.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -302093.156250 Penalty: 2622.739746
	Iteration 55Q: 3 clusters Score -302093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -302096.937500 Penalty: 2622.739746
	Iteration 56Q: 3 clusters Score -302096.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -302100.093750 Penalty: 2622.739746
	Iteration 57Q: 3 clusters Score -302100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -302103.718750 Penalty: 2622.739746
	Iteration 58Q: 3 clusters Score -302103.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -302108.437500 Penalty: 2622.739746
	Iteration 59Q: 3 clusters Score -302108.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -302112.781250 Penalty: 2622.739746
	Iteration 60F: 3 clusters Score -302112.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -302118.093750 Penalty: 2622.739746
	Iteration 61Q: 3 clusters Score -302118.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -302122.906250 Penalty: 2622.739746
	Iteration 62Q: 3 clusters Score -302122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -302126.562500 Penalty: 2622.739746
	Iteration 63Q: 3 clusters Score -302126.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -302131.687500 Penalty: 2622.739746
	Iteration 64Q: 3 clusters Score -302131.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -302139.343750 Penalty: 2622.739746
	Iteration 65Q: 3 clusters Score -302139.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -302149.125000 Penalty: 2622.739746
	Iteration 66Q: 3 clusters Score -302149.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -302161.406250 Penalty: 2622.739746
	Iteration 67Q: 3 clusters Score -302161.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -302172.843750 Penalty: 2622.739746
	Iteration 68Q: 3 clusters Score -302172.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -302185.062500 Penalty: 2622.739746
	Iteration 69Q: 3 clusters Score -302185.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -302190.781250 Penalty: 2622.739746
	Iteration 70Q: 3 clusters Score -302190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -302193.468750 Penalty: 2622.739746
	Iteration 71Q: 3 clusters Score -302193.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -302197.125000 Penalty: 2622.739746
	Iteration 72Q: 3 clusters Score -302197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -302198.812500 Penalty: 2622.739746
	Iteration 73Q: 3 clusters Score -302198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -302200.437500 Penalty: 2622.739746
	Iteration 74Q: 3 clusters Score -302200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -302201.843750 Penalty: 2622.739746
	Iteration 75Q: 3 clusters Score -302201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -302202.843750 Penalty: 2622.739746
	Iteration 76Q: 3 clusters Score -302202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -302204.250000 Penalty: 2622.739746
	Iteration 77Q: 3 clusters Score -302204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -302204.500000 Penalty: 2622.739746
	Iteration 78Q: 3 clusters Score -302204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -302204.906250 Penalty: 2622.739746
	Iteration 79Q: 3 clusters Score -302204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -302205.562500 Penalty: 2622.739746
	Iteration 80F: 3 clusters Score -302205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -302206.500000 Penalty: 2622.739746
	Iteration 81Q: 3 clusters Score -302206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -302207.562500 Penalty: 2622.739746
	Iteration 82Q: 3 clusters Score -302207.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -302208.125000 Penalty: 2622.739746
	Iteration 83Q: 3 clusters Score -302208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -302208.656250 Penalty: 2622.739746
	Iteration 84Q: 3 clusters Score -302208.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -302208.656250 Penalty: 2622.739746
	Iteration 85F: 3 clusters Score -302208.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Entering Unmasked Estep 
Score: -460604.437500 Penalty: 1384.465820
	Iteration 0F: 2 clusters Score -460604.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -456604.812500 Penalty: 2768.931641
	Iteration 0F: 3 clusters Score -456604.8 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -457893.062500 Penalty: 2768.931641
	Iteration 1F: 3 clusters Score -457893.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -458233.562500 Penalty: 2768.931641
	Iteration 2F: 3 clusters Score -458233.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -458521.843750 Penalty: 2768.931641
	Iteration 3F: 3 clusters Score -458521.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -458775.625000 Penalty: 2768.931641
	Iteration 4F: 3 clusters Score -458775.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -459029.250000 Penalty: 2768.931641
	Iteration 5F: 3 clusters Score -459029.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -459239.593750 Penalty: 2768.931641
	Iteration 6F: 3 clusters Score -459239.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -459427.937500 Penalty: 2768.931641
	Iteration 7Q: 3 clusters Score -459427.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -459569.093750 Penalty: 2768.931641
	Iteration 8Q: 3 clusters Score -459569.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -459686.875000 Penalty: 2768.931641
	Iteration 9Q: 3 clusters Score -459686.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -459769.531250 Penalty: 2768.931641
	Iteration 10Q: 3 clusters Score -459769.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -459843.906250 Penalty: 2768.931641
	Iteration 11Q: 3 clusters Score -459843.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -459899.062500 Penalty: 2768.931641
	Iteration 12Q: 3 clusters Score -459899.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -459940.968750 Penalty: 2768.931641
	Iteration 13Q: 3 clusters Score -459941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -459965.781250 Penalty: 2768.931641
	Iteration 14Q: 3 clusters Score -459965.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -459982.531250 Penalty: 2768.931641
	Iteration 15Q: 3 clusters Score -459982.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -459996.593750 Penalty: 2768.931641
	Iteration 16Q: 3 clusters Score -459996.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -460010.843750 Penalty: 2768.931641
	Iteration 17Q: 3 clusters Score -460010.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -460020.625000 Penalty: 2768.931641
	Iteration 18Q: 3 clusters Score -460020.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -460029.968750 Penalty: 2768.931641
	Iteration 19Q: 3 clusters Score -460030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -460038.468750 Penalty: 2768.931641
	Iteration 20F: 3 clusters Score -460038.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -460046.375000 Penalty: 2768.931641
	Iteration 21Q: 3 clusters Score -460046.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -460052.437500 Penalty: 2768.931641
	Iteration 22Q: 3 clusters Score -460052.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -460057.031250 Penalty: 2768.931641
	Iteration 23Q: 3 clusters Score -460057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -460062.187500 Penalty: 2768.931641
	Iteration 24Q: 3 clusters Score -460062.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -460066.437500 Penalty: 2768.931641
	Iteration 25Q: 3 clusters Score -460066.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -460069.625000 Penalty: 2768.931641
	Iteration 26Q: 3 clusters Score -460069.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -460073.375000 Penalty: 2768.931641
	Iteration 27Q: 3 clusters Score -460073.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -460076.781250 Penalty: 2768.931641
	Iteration 28Q: 3 clusters Score -460076.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -460080.062500 Penalty: 2768.931641
	Iteration 29Q: 3 clusters Score -460080.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -460082.343750 Penalty: 2768.931641
	Iteration 30Q: 3 clusters Score -460082.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -460086.000000 Penalty: 2768.931641
	Iteration 31Q: 3 clusters Score -460086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -460088.406250 Penalty: 2768.931641
	Iteration 32Q: 3 clusters Score -460088.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -460091.156250 Penalty: 2768.931641
	Iteration 33Q: 3 clusters Score -460091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -460094.656250 Penalty: 2768.931641
	Iteration 34Q: 3 clusters Score -460094.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -460098.031250 Penalty: 2768.931641
	Iteration 35Q: 3 clusters Score -460098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -460101.031250 Penalty: 2768.931641
	Iteration 36Q: 3 clusters Score -460101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -460102.625000 Penalty: 2768.931641
	Iteration 37Q: 3 clusters Score -460102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -460102.437500 Penalty: 2768.931641
	Iteration 38Q: 3 clusters Score -460102.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -460104.093750 Penalty: 2768.931641
	Iteration 39Q: 3 clusters Score -460104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -460105.781250 Penalty: 2768.931641
	Iteration 40F: 3 clusters Score -460105.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -460110.937500 Penalty: 2768.931641
	Iteration 41Q: 3 clusters Score -460110.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -460114.812500 Penalty: 2768.931641
	Iteration 42Q: 3 clusters Score -460114.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -460119.468750 Penalty: 2768.931641
	Iteration 43Q: 3 clusters Score -460119.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -460125.437500 Penalty: 2768.931641
	Iteration 44Q: 3 clusters Score -460125.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -460131.937500 Penalty: 2768.931641
	Iteration 45Q: 3 clusters Score -460131.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -460137.437500 Penalty: 2768.931641
	Iteration 46Q: 3 clusters Score -460137.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -460141.937500 Penalty: 2768.931641
	Iteration 47Q: 3 clusters Score -460141.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -460144.406250 Penalty: 2768.931641
	Iteration 48Q: 3 clusters Score -460144.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -460148.812500 Penalty: 2768.931641
	Iteration 49Q: 3 clusters Score -460148.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -460153.250000 Penalty: 2768.931641
	Iteration 50Q: 3 clusters Score -460153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -460155.843750 Penalty: 2768.931641
	Iteration 51Q: 3 clusters Score -460155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -460160.593750 Penalty: 2768.931641
	Iteration 52Q: 3 clusters Score -460160.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -460163.093750 Penalty: 2768.931641
	Iteration 53Q: 3 clusters Score -460163.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -460164.812500 Penalty: 2768.931641
	Iteration 54Q: 3 clusters Score -460164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -460165.125000 Penalty: 2768.931641
	Iteration 55Q: 3 clusters Score -460165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -460167.500000 Penalty: 2768.931641
	Iteration 56Q: 3 clusters Score -460167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -460168.468750 Penalty: 2768.931641
	Iteration 57Q: 3 clusters Score -460168.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -460169.250000 Penalty: 2768.931641
	Iteration 58Q: 3 clusters Score -460169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -460170.812500 Penalty: 2768.931641
	Iteration 59Q: 3 clusters Score -460170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -460172.531250 Penalty: 2768.931641
	Iteration 60F: 3 clusters Score -460172.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -460172.875000 Penalty: 2768.931641
	Iteration 61Q: 3 clusters Score -460172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -460173.375000 Penalty: 2768.931641
	Iteration 62Q: 3 clusters Score -460173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -460173.062500 Penalty: 2768.931641
	Iteration 63Q: 3 clusters Score -460173.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -460174.687500 Penalty: 2768.931641
	Iteration 64Q: 3 clusters Score -460174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -460176.718750 Penalty: 2768.931641
	Iteration 65Q: 3 clusters Score -460176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -460176.218750 Penalty: 2768.931641
	Iteration 66Q: 3 clusters Score -460176.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -460176.218750 Penalty: 2768.931641
	Iteration 67F: 3 clusters Score -460176.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Entering Unmasked Estep 
Score: -787516.937500 Penalty: 1466.225586
	Iteration 0F: 2 clusters Score -787516.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -781464.500000 Penalty: 2932.451172
	Iteration 0F: 3 clusters Score -781464.5 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -783405.687500 Penalty: 2932.451172
	Iteration 1F: 3 clusters Score -783405.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -783645.187500 Penalty: 2932.451172
	Iteration 2F: 3 clusters Score -783645.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -783853.687500 Penalty: 2932.451172
	Iteration 3F: 3 clusters Score -783853.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -784030.187500 Penalty: 2932.451172
	Iteration 4Q: 3 clusters Score -784030.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -784184.375000 Penalty: 2932.451172
	Iteration 5Q: 3 clusters Score -784184.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -784361.375000 Penalty: 2932.451172
	Iteration 6Q: 3 clusters Score -784361.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -784563.375000 Penalty: 2932.451172
	Iteration 7Q: 3 clusters Score -784563.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -784777.562500 Penalty: 2932.451172
	Iteration 8Q: 3 clusters Score -784777.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -785030.062500 Penalty: 2932.451172
	Iteration 9Q: 3 clusters Score -785030.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -785270.687500 Penalty: 2932.451172
	Iteration 10Q: 3 clusters Score -785270.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -785494.687500 Penalty: 2932.451172
	Iteration 11Q: 3 clusters Score -785494.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -785687.375000 Penalty: 2932.451172
	Iteration 12Q: 3 clusters Score -785687.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -785851.375000 Penalty: 2932.451172
	Iteration 13Q: 3 clusters Score -785851.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -785984.812500 Penalty: 2932.451172
	Iteration 14Q: 3 clusters Score -785984.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -786082.875000 Penalty: 2932.451172
	Iteration 15Q: 3 clusters Score -786082.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -786164.000000 Penalty: 2932.451172
	Iteration 16Q: 3 clusters Score -786164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -786212.875000 Penalty: 2932.451172
	Iteration 17Q: 3 clusters Score -786212.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -786254.500000 Penalty: 2932.451172
	Iteration 18Q: 3 clusters Score -786254.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -786272.375000 Penalty: 2932.451172
	Iteration 19Q: 3 clusters Score -786272.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -786290.062500 Penalty: 2932.451172
	Iteration 20F: 3 clusters Score -786290.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -786302.250000 Penalty: 2932.451172
	Iteration 21Q: 3 clusters Score -786302.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -786311.812500 Penalty: 2932.451172
	Iteration 22Q: 3 clusters Score -786311.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -786321.500000 Penalty: 2932.451172
	Iteration 23Q: 3 clusters Score -786321.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -786329.500000 Penalty: 2932.451172
	Iteration 24Q: 3 clusters Score -786329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -786331.437500 Penalty: 2932.451172
	Iteration 25Q: 3 clusters Score -786331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -786332.687500 Penalty: 2932.451172
	Iteration 26Q: 3 clusters Score -786332.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -786332.687500 Penalty: 2932.451172
	Iteration 27F: 3 clusters Score -786332.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Entering Unmasked Estep 
Score: -251319.984375 Penalty: 1280.446411
	Iteration 0F: 2 clusters Score -251320 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 1348 members 
Entering Unmasked Estep 
Score: -248815.625000 Penalty: 2560.892822
	Iteration 0F: 3 clusters Score -248815.6 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -249391.187500 Penalty: 2560.892822
	Iteration 1F: 3 clusters Score -249391.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -249502.859375 Penalty: 2560.892822
	Iteration 2F: 3 clusters Score -249502.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -249557.750000 Penalty: 2560.892822
	Iteration 3Q: 3 clusters Score -249557.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -249593.828125 Penalty: 2560.892822
	Iteration 4Q: 3 clusters Score -249593.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -249636.046875 Penalty: 2560.892822
	Iteration 5Q: 3 clusters Score -249636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -249680.125000 Penalty: 2560.892822
	Iteration 6Q: 3 clusters Score -249680.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -249728.359375 Penalty: 2560.892822
	Iteration 7Q: 3 clusters Score -249728.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -249771.515625 Penalty: 2560.892822
	Iteration 8Q: 3 clusters Score -249771.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -249821.203125 Penalty: 2560.892822
	Iteration 9Q: 3 clusters Score -249821.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -249869.656250 Penalty: 2560.892822
	Iteration 10Q: 3 clusters Score -249869.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -249911.812500 Penalty: 2560.892822
	Iteration 11Q: 3 clusters Score -249911.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -249955.187500 Penalty: 2560.892822
	Iteration 12Q: 3 clusters Score -249955.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -249991.796875 Penalty: 2560.892822
	Iteration 13Q: 3 clusters Score -249991.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -250020.531250 Penalty: 2560.892822
	Iteration 14Q: 3 clusters Score -250020.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -250034.718750 Penalty: 2560.892822
	Iteration 15Q: 3 clusters Score -250034.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -250054.890625 Penalty: 2560.892822
	Iteration 16Q: 3 clusters Score -250054.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -250073.703125 Penalty: 2560.892822
	Iteration 17Q: 3 clusters Score -250073.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -250092.265625 Penalty: 2560.892822
	Iteration 18Q: 3 clusters Score -250092.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -250110.046875 Penalty: 2560.892822
	Iteration 19Q: 3 clusters Score -250110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -250139.718750 Penalty: 2560.892822
	Iteration 20F: 3 clusters Score -250139.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -250170.156250 Penalty: 2560.892822
	Iteration 21Q: 3 clusters Score -250170.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -250192.296875 Penalty: 2560.892822
	Iteration 22Q: 3 clusters Score -250192.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -250216.500000 Penalty: 2560.892822
	Iteration 23Q: 3 clusters Score -250216.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -250247.500000 Penalty: 2560.892822
	Iteration 24Q: 3 clusters Score -250247.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -250272.203125 Penalty: 2560.892822
	Iteration 25Q: 3 clusters Score -250272.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -250296.078125 Penalty: 2560.892822
	Iteration 26Q: 3 clusters Score -250296.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -250316.500000 Penalty: 2560.892822
	Iteration 27Q: 3 clusters Score -250316.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -250331.328125 Penalty: 2560.892822
	Iteration 28Q: 3 clusters Score -250331.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -250351.500000 Penalty: 2560.892822
	Iteration 29Q: 3 clusters Score -250351.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -250381.250000 Penalty: 2560.892822
	Iteration 30Q: 3 clusters Score -250381.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -250416.015625 Penalty: 2560.892822
	Iteration 31Q: 3 clusters Score -250416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -250440.437500 Penalty: 2560.892822
	Iteration 32Q: 3 clusters Score -250440.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -250458.890625 Penalty: 2560.892822
	Iteration 33Q: 3 clusters Score -250458.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -250479.000000 Penalty: 2560.892822
	Iteration 34Q: 3 clusters Score -250479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -250490.515625 Penalty: 2560.892822
	Iteration 35Q: 3 clusters Score -250490.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -250495.328125 Penalty: 2560.892822
	Iteration 36Q: 3 clusters Score -250495.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -250501.000000 Penalty: 2560.892822
	Iteration 37Q: 3 clusters Score -250501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -250504.109375 Penalty: 2560.892822
	Iteration 38Q: 3 clusters Score -250504.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -250510.265625 Penalty: 2560.892822
	Iteration 39Q: 3 clusters Score -250510.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -250514.437500 Penalty: 2560.892822
	Iteration 40F: 3 clusters Score -250514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -250515.906250 Penalty: 2560.892822
	Iteration 41Q: 3 clusters Score -250515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -250518.031250 Penalty: 2560.892822
	Iteration 42Q: 3 clusters Score -250518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -250519.218750 Penalty: 2560.892822
	Iteration 43Q: 3 clusters Score -250519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250519.531250 Penalty: 2560.892822
	Iteration 44Q: 3 clusters Score -250519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250519.531250 Penalty: 2560.892822
	Iteration 45F: 3 clusters Score -250519.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Entering Unmasked Estep 
Score: -3229142.000000 Penalty: 1692.538696
	Iteration 0F: 2 clusters Score -3229142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3206817.750000 Penalty: 3385.077393
	Iteration 0F: 3 clusters Score -3206818 nChanged 15387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3215076.500000 Penalty: 3385.077393
	Iteration 1F: 3 clusters Score -3215076 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3215451.500000 Penalty: 3385.077393
	Iteration 2Q: 3 clusters Score -3215452 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3215793.000000 Penalty: 3385.077393
	Iteration 3Q: 3 clusters Score -3215793 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3216091.500000 Penalty: 3385.077393
	Iteration 4Q: 3 clusters Score -3216092 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3216419.500000 Penalty: 3385.077393
	Iteration 5Q: 3 clusters Score -3216420 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3216818.500000 Penalty: 3385.077393
	Iteration 6Q: 3 clusters Score -3216818 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3217320.750000 Penalty: 3385.077393
	Iteration 7Q: 3 clusters Score -3217321 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3218019.500000 Penalty: 3385.077393
	Iteration 8Q: 3 clusters Score -3218020 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3219058.500000 Penalty: 3385.077393
	Iteration 9F: 3 clusters Score -3219058 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3220417.250000 Penalty: 3385.077393
	Iteration 10F: 3 clusters Score -3220417 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3222156.500000 Penalty: 3385.077393
	Iteration 11F: 3 clusters Score -3222156 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3223782.250000 Penalty: 3385.077393
	Iteration 12F: 3 clusters Score -3223782 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3225068.000000 Penalty: 3385.077393
	Iteration 13Q: 3 clusters Score -3225068 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -3225862.750000 Penalty: 3385.077393
	Iteration 14Q: 3 clusters Score -3225863 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -3226299.000000 Penalty: 3385.077393
	Iteration 15Q: 3 clusters Score -3226299 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3226564.000000 Penalty: 3385.077393
	Iteration 16Q: 3 clusters Score -3226564 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3226736.000000 Penalty: 3385.077393
	Iteration 17Q: 3 clusters Score -3226736 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3226920.750000 Penalty: 3385.077393
	Iteration 18Q: 3 clusters Score -3226921 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3227033.500000 Penalty: 3385.077393
	Iteration 19Q: 3 clusters Score -3227034 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3227152.000000 Penalty: 3385.077393
	Iteration 20F: 3 clusters Score -3227152 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3227222.250000 Penalty: 3385.077393
	Iteration 21Q: 3 clusters Score -3227222 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -3227282.250000 Penalty: 3385.077393
	Iteration 22Q: 3 clusters Score -3227282 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -3227329.500000 Penalty: 3385.077393
	Iteration 23Q: 3 clusters Score -3227330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3227350.750000 Penalty: 3385.077393
	Iteration 24Q: 3 clusters Score -3227351 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -3227362.000000 Penalty: 3385.077393
	Iteration 25Q: 3 clusters Score -3227362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -3227374.250000 Penalty: 3385.077393
	Iteration 26Q: 3 clusters Score -3227374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -3227384.500000 Penalty: 3385.077393
	Iteration 27Q: 3 clusters Score -3227384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -3227387.750000 Penalty: 3385.077393
	Iteration 28Q: 3 clusters Score -3227388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -3227385.500000 Penalty: 3385.077393
	Iteration 29Q: 3 clusters Score -3227386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -3227391.750000 Penalty: 3385.077393
	Iteration 30Q: 3 clusters Score -3227392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -3227390.000000 Penalty: 3385.077393
	Iteration 31Q: 3 clusters Score -3227390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -3227394.250000 Penalty: 3385.077393
	Iteration 32Q: 3 clusters Score -3227394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -3227396.250000 Penalty: 3385.077393
	Iteration 33Q: 3 clusters Score -3227396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -3227396.250000 Penalty: 3385.077393
	Iteration 34Q: 3 clusters Score -3227396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -3227397.750000 Penalty: 3385.077393
	Iteration 35Q: 3 clusters Score -3227398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -3227403.000000 Penalty: 3385.077393
	Iteration 36Q: 3 clusters Score -3227403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -3227407.000000 Penalty: 3385.077393
	Iteration 37Q: 3 clusters Score -3227407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3227405.000000 Penalty: 3385.077393
	Iteration 38Q: 3 clusters Score -3227405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -3227409.500000 Penalty: 3385.077393
	Iteration 39Q: 3 clusters Score -3227410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -3227416.250000 Penalty: 3385.077393
	Iteration 40F: 3 clusters Score -3227416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -3227417.750000 Penalty: 3385.077393
	Iteration 41Q: 3 clusters Score -3227418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -3227414.500000 Penalty: 3385.077393
	Iteration 42Q: 3 clusters Score -3227414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3227419.500000 Penalty: 3385.077393
	Iteration 43Q: 3 clusters Score -3227420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -3227418.750000 Penalty: 3385.077393
	Iteration 44Q: 3 clusters Score -3227419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -3227421.250000 Penalty: 3385.077393
	Iteration 45Q: 3 clusters Score -3227421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -3227423.250000 Penalty: 3385.077393
	Iteration 46Q: 3 clusters Score -3227423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3227423.000000 Penalty: 3385.077393
	Iteration 47Q: 3 clusters Score -3227423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3227420.750000 Penalty: 3385.077393
	Iteration 48Q: 3 clusters Score -3227421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -3227421.500000 Penalty: 3385.077393
	Iteration 49Q: 3 clusters Score -3227422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -3227420.750000 Penalty: 3385.077393
	Iteration 50Q: 3 clusters Score -3227421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3227420.250000 Penalty: 3385.077393
	Iteration 51Q: 3 clusters Score -3227420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -3227420.250000 Penalty: 3385.077393
	Iteration 52Q: 3 clusters Score -3227420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -3227421.750000 Penalty: 3385.077393
	Iteration 53Q: 3 clusters Score -3227422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -3227419.750000 Penalty: 3385.077393
	Iteration 54Q: 3 clusters Score -3227420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -3227422.750000 Penalty: 3385.077393
	Iteration 55Q: 3 clusters Score -3227423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -3227425.000000 Penalty: 3385.077393
	Iteration 56Q: 3 clusters Score -3227425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3227427.250000 Penalty: 3385.077393
	Iteration 57Q: 3 clusters Score -3227427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -3227423.500000 Penalty: 3385.077393
	Iteration 58Q: 3 clusters Score -3227424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -3227425.500000 Penalty: 3385.077393
	Iteration 59Q: 3 clusters Score -3227426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -3227423.250000 Penalty: 3385.077393
	Iteration 60F: 3 clusters Score -3227423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -3227421.500000 Penalty: 3385.077393
	Iteration 61Q: 3 clusters Score -3227422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -3227423.500000 Penalty: 3385.077393
	Iteration 62Q: 3 clusters Score -3227424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -3227424.500000 Penalty: 3385.077393
	Iteration 63Q: 3 clusters Score -3227424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -3227422.250000 Penalty: 3385.077393
	Iteration 64Q: 3 clusters Score -3227422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -3227425.000000 Penalty: 3385.077393
	Iteration 65Q: 3 clusters Score -3227425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3227427.500000 Penalty: 3385.077393
	Iteration 66Q: 3 clusters Score -3227428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3227429.750000 Penalty: 3385.077393
	Iteration 67Q: 3 clusters Score -3227430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3227429.250000 Penalty: 3385.077393
	Iteration 68Q: 3 clusters Score -3227429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -3227429.250000 Penalty: 3385.077393
	Iteration 69Q: 3 clusters Score -3227429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -3227436.000000 Penalty: 3385.077393
	Iteration 70Q: 3 clusters Score -3227436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -3227437.250000 Penalty: 3385.077393
	Iteration 71Q: 3 clusters Score -3227437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -3227437.500000 Penalty: 3385.077393
	Iteration 72Q: 3 clusters Score -3227438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -3227439.500000 Penalty: 3385.077393
	Iteration 73Q: 3 clusters Score -3227440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -3227441.250000 Penalty: 3385.077393
	Iteration 74Q: 3 clusters Score -3227441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -3227441.000000 Penalty: 3385.077393
	Iteration 75Q: 3 clusters Score -3227441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -3227448.500000 Penalty: 3385.077393
	Iteration 76Q: 3 clusters Score -3227448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -3227450.500000 Penalty: 3385.077393
	Iteration 77Q: 3 clusters Score -3227450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -3227460.250000 Penalty: 3385.077393
	Iteration 78Q: 3 clusters Score -3227460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -3227467.500000 Penalty: 3385.077393
	Iteration 79Q: 3 clusters Score -3227468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3227466.250000 Penalty: 3385.077393
	Iteration 80F: 3 clusters Score -3227466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -3227471.750000 Penalty: 3385.077393
	Iteration 81Q: 3 clusters Score -3227472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -3227469.750000 Penalty: 3385.077393
	Iteration 82Q: 3 clusters Score -3227470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -3227469.500000 Penalty: 3385.077393
	Iteration 83Q: 3 clusters Score -3227470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -3227476.000000 Penalty: 3385.077393
	Iteration 84Q: 3 clusters Score -3227476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3227479.250000 Penalty: 3385.077393
	Iteration 85Q: 3 clusters Score -3227479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -3227477.000000 Penalty: 3385.077393
	Iteration 86Q: 3 clusters Score -3227477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -3227480.750000 Penalty: 3385.077393
	Iteration 87Q: 3 clusters Score -3227481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -3227488.250000 Penalty: 3385.077393
	Iteration 88Q: 3 clusters Score -3227488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -3227490.000000 Penalty: 3385.077393
	Iteration 89Q: 3 clusters Score -3227490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -3227492.000000 Penalty: 3385.077393
	Iteration 90Q: 3 clusters Score -3227492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -3227492.000000 Penalty: 3385.077393
	Iteration 91Q: 3 clusters Score -3227492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -3227496.750000 Penalty: 3385.077393
	Iteration 92Q: 3 clusters Score -3227497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -3227498.500000 Penalty: 3385.077393
	Iteration 93Q: 3 clusters Score -3227498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3227500.250000 Penalty: 3385.077393
	Iteration 94Q: 3 clusters Score -3227500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -3227507.000000 Penalty: 3385.077393
	Iteration 95Q: 3 clusters Score -3227507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -3227506.500000 Penalty: 3385.077393
	Iteration 96Q: 3 clusters Score -3227506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -3227509.000000 Penalty: 3385.077393
	Iteration 97Q: 3 clusters Score -3227509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -3227509.250000 Penalty: 3385.077393
	Iteration 98Q: 3 clusters Score -3227509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -3227511.000000 Penalty: 3385.077393
	Iteration 99Q: 3 clusters Score -3227511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -3227515.750000 Penalty: 3385.077393
	Iteration 100F: 3 clusters Score -3227516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -3227516.000000 Penalty: 3385.077393
	Iteration 101Q: 3 clusters Score -3227516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -3227513.500000 Penalty: 3385.077393
	Iteration 102Q: 3 clusters Score -3227514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -3227518.250000 Penalty: 3385.077393
	Iteration 103Q: 3 clusters Score -3227518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -3227520.500000 Penalty: 3385.077393
	Iteration 104Q: 3 clusters Score -3227520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -3227522.750000 Penalty: 3385.077393
	Iteration 105Q: 3 clusters Score -3227523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -3227524.750000 Penalty: 3385.077393
	Iteration 106Q: 3 clusters Score -3227525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -3227526.000000 Penalty: 3385.077393
	Iteration 107Q: 3 clusters Score -3227526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -3227531.000000 Penalty: 3385.077393
	Iteration 108Q: 3 clusters Score -3227531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3227531.750000 Penalty: 3385.077393
	Iteration 109Q: 3 clusters Score -3227532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -3227535.000000 Penalty: 3385.077393
	Iteration 110Q: 3 clusters Score -3227535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -3227533.000000 Penalty: 3385.077393
	Iteration 111Q: 3 clusters Score -3227533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3227531.250000 Penalty: 3385.077393
	Iteration 112Q: 3 clusters Score -3227531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -3227534.000000 Penalty: 3385.077393
	Iteration 113Q: 3 clusters Score -3227534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -3227537.000000 Penalty: 3385.077393
	Iteration 114Q: 3 clusters Score -3227537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3227536.750000 Penalty: 3385.077393
	Iteration 115Q: 3 clusters Score -3227537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -3227538.500000 Penalty: 3385.077393
	Iteration 116Q: 3 clusters Score -3227538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3227537.250000 Penalty: 3385.077393
	Iteration 117Q: 3 clusters Score -3227537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3227538.500000 Penalty: 3385.077393
	Iteration 118Q: 3 clusters Score -3227538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -3227539.000000 Penalty: 3385.077393
	Iteration 119Q: 3 clusters Score -3227539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3227537.500000 Penalty: 3385.077393
	Iteration 120F: 3 clusters Score -3227538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -3227541.250000 Penalty: 3385.077393
	Iteration 121Q: 3 clusters Score -3227541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -3227541.500000 Penalty: 3385.077393
	Iteration 122Q: 3 clusters Score -3227542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -3227545.250000 Penalty: 3385.077393
	Iteration 123Q: 3 clusters Score -3227545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -3227550.000000 Penalty: 3385.077393
	Iteration 124Q: 3 clusters Score -3227550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -3227552.250000 Penalty: 3385.077393
	Iteration 125Q: 3 clusters Score -3227552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -3227555.500000 Penalty: 3385.077393
	Iteration 126Q: 3 clusters Score -3227556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -3227559.250000 Penalty: 3385.077393
	Iteration 127Q: 3 clusters Score -3227559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -3227563.750000 Penalty: 3385.077393
	Iteration 128Q: 3 clusters Score -3227564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -3227564.750000 Penalty: 3385.077393
	Iteration 129Q: 3 clusters Score -3227565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -3227569.500000 Penalty: 3385.077393
	Iteration 130Q: 3 clusters Score -3227570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -3227564.750000 Penalty: 3385.077393
	Iteration 131Q: 3 clusters Score -3227565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -3227562.000000 Penalty: 3385.077393
	Iteration 132Q: 3 clusters Score -3227562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -3227568.000000 Penalty: 3385.077393
	Iteration 133Q: 3 clusters Score -3227568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -3227567.750000 Penalty: 3385.077393
	Iteration 134Q: 3 clusters Score -3227568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -3227567.750000 Penalty: 3385.077393
	Iteration 135F: 3 clusters Score -3227568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Entering Unmasked Estep 
Score: -834982.687500 Penalty: 1477.560791
	Iteration 0F: 2 clusters Score -834982.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -828609.562500 Penalty: 2955.121582
	Iteration 0F: 3 clusters Score -828609.6 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -830624.187500 Penalty: 2955.121582
	Iteration 1F: 3 clusters Score -830624.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -830890.500000 Penalty: 2955.121582
	Iteration 2F: 3 clusters Score -830890.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -831096.687500 Penalty: 2955.121582
	Iteration 3Q: 3 clusters Score -831096.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -831260.875000 Penalty: 2955.121582
	Iteration 4Q: 3 clusters Score -831260.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -831405.250000 Penalty: 2955.121582
	Iteration 5Q: 3 clusters Score -831405.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -831565.687500 Penalty: 2955.121582
	Iteration 6Q: 3 clusters Score -831565.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -831749.937500 Penalty: 2955.121582
	Iteration 7Q: 3 clusters Score -831749.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -831960.125000 Penalty: 2955.121582
	Iteration 8Q: 3 clusters Score -831960.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -832203.187500 Penalty: 2955.121582
	Iteration 9Q: 3 clusters Score -832203.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -832462.312500 Penalty: 2955.121582
	Iteration 10Q: 3 clusters Score -832462.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -832700.375000 Penalty: 2955.121582
	Iteration 11Q: 3 clusters Score -832700.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -832899.937500 Penalty: 2955.121582
	Iteration 12Q: 3 clusters Score -832899.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -833070.312500 Penalty: 2955.121582
	Iteration 13Q: 3 clusters Score -833070.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -833186.062500 Penalty: 2955.121582
	Iteration 14Q: 3 clusters Score -833186.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -833283.375000 Penalty: 2955.121582
	Iteration 15Q: 3 clusters Score -833283.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -833351.250000 Penalty: 2955.121582
	Iteration 16Q: 3 clusters Score -833351.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -833388.937500 Penalty: 2955.121582
	Iteration 17Q: 3 clusters Score -833388.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -833427.875000 Penalty: 2955.121582
	Iteration 18Q: 3 clusters Score -833427.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -833463.000000 Penalty: 2955.121582
	Iteration 19Q: 3 clusters Score -833463 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -833497.500000 Penalty: 2955.121582
	Iteration 20F: 3 clusters Score -833497.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -833525.437500 Penalty: 2955.121582
	Iteration 21Q: 3 clusters Score -833525.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -833554.125000 Penalty: 2955.121582
	Iteration 22Q: 3 clusters Score -833554.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -833580.312500 Penalty: 2955.121582
	Iteration 23Q: 3 clusters Score -833580.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -833601.875000 Penalty: 2955.121582
	Iteration 24Q: 3 clusters Score -833601.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -833620.500000 Penalty: 2955.121582
	Iteration 25Q: 3 clusters Score -833620.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -833635.062500 Penalty: 2955.121582
	Iteration 26Q: 3 clusters Score -833635.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -833654.500000 Penalty: 2955.121582
	Iteration 27Q: 3 clusters Score -833654.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -833669.125000 Penalty: 2955.121582
	Iteration 28Q: 3 clusters Score -833669.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -833679.000000 Penalty: 2955.121582
	Iteration 29Q: 3 clusters Score -833679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -833687.437500 Penalty: 2955.121582
	Iteration 30Q: 3 clusters Score -833687.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -833691.937500 Penalty: 2955.121582
	Iteration 31Q: 3 clusters Score -833691.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -833695.937500 Penalty: 2955.121582
	Iteration 32Q: 3 clusters Score -833695.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -833700.937500 Penalty: 2955.121582
	Iteration 33Q: 3 clusters Score -833700.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -833709.062500 Penalty: 2955.121582
	Iteration 34Q: 3 clusters Score -833709.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -833713.562500 Penalty: 2955.121582
	Iteration 35Q: 3 clusters Score -833713.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -833717.312500 Penalty: 2955.121582
	Iteration 36Q: 3 clusters Score -833717.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -833722.812500 Penalty: 2955.121582
	Iteration 37Q: 3 clusters Score -833722.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -833727.187500 Penalty: 2955.121582
	Iteration 38Q: 3 clusters Score -833727.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -833733.875000 Penalty: 2955.121582
	Iteration 39Q: 3 clusters Score -833733.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -833737.937500 Penalty: 2955.121582
	Iteration 40F: 3 clusters Score -833737.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -833742.812500 Penalty: 2955.121582
	Iteration 41Q: 3 clusters Score -833742.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -833749.187500 Penalty: 2955.121582
	Iteration 42Q: 3 clusters Score -833749.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -833752.937500 Penalty: 2955.121582
	Iteration 43Q: 3 clusters Score -833752.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -833759.312500 Penalty: 2955.121582
	Iteration 44Q: 3 clusters Score -833759.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -833765.187500 Penalty: 2955.121582
	Iteration 45Q: 3 clusters Score -833765.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -833769.250000 Penalty: 2955.121582
	Iteration 46Q: 3 clusters Score -833769.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -833774.437500 Penalty: 2955.121582
	Iteration 47Q: 3 clusters Score -833774.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -833779.500000 Penalty: 2955.121582
	Iteration 48Q: 3 clusters Score -833779.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -833782.750000 Penalty: 2955.121582
	Iteration 49Q: 3 clusters Score -833782.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -833787.000000 Penalty: 2955.121582
	Iteration 50Q: 3 clusters Score -833787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -833791.875000 Penalty: 2955.121582
	Iteration 51Q: 3 clusters Score -833791.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -833794.000000 Penalty: 2955.121582
	Iteration 52Q: 3 clusters Score -833794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -833800.000000 Penalty: 2955.121582
	Iteration 53Q: 3 clusters Score -833800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -833805.687500 Penalty: 2955.121582
	Iteration 54Q: 3 clusters Score -833805.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -833807.000000 Penalty: 2955.121582
	Iteration 55Q: 3 clusters Score -833807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -833807.937500 Penalty: 2955.121582
	Iteration 56Q: 3 clusters Score -833807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -833808.312500 Penalty: 2955.121582
	Iteration 57Q: 3 clusters Score -833808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -833809.062500 Penalty: 2955.121582
	Iteration 58Q: 3 clusters Score -833809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -833809.062500 Penalty: 2955.121582
	Iteration 59F: 3 clusters Score -833809.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -8829.245117 Penalty: 777.967407
	Iteration 0F: 2 clusters Score -8829.245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8234.796875 Penalty: 1555.934814
	Iteration 0F: 3 clusters Score -8234.797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8278.550781 Penalty: 1555.934814
	Iteration 1F: 3 clusters Score -8278.551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8309.839844 Penalty: 1555.934814
	Iteration 2Q: 3 clusters Score -8309.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8309.839844 Penalty: 1555.934814
	Iteration 3F: 3 clusters Score -8309.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (100582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Entering Unmasked Estep 
Score: -9608093.000000 Penalty: 1871.793335
	Iteration 0F: 2 clusters Score -9608093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -9541052.000000 Penalty: 3743.586670
	Iteration 0F: 3 clusters Score -9541052 nChanged 47920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -9568730.000000 Penalty: 3743.586670
	Iteration 1F: 3 clusters Score -9568730 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -9569512.000000 Penalty: 3743.586670
	Iteration 2Q: 3 clusters Score -9569512 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -9570619.000000 Penalty: 3743.586670
	Iteration 3Q: 3 clusters Score -9570619 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -9572135.000000 Penalty: 3743.586670
	Iteration 4Q: 3 clusters Score -9572135 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -9574157.000000 Penalty: 3743.586670
	Iteration 5Q: 3 clusters Score -9574157 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -9576841.000000 Penalty: 3743.586670
	Iteration 6Q: 3 clusters Score -9576841 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -9579575.000000 Penalty: 3743.586670
	Iteration 7F: 3 clusters Score -9579575 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -9582135.000000 Penalty: 3743.586670
	Iteration 8F: 3 clusters Score -9582135 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -9584625.000000 Penalty: 3743.586670
	Iteration 9F: 3 clusters Score -9584625 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -9587098.000000 Penalty: 3743.586670
	Iteration 10Q: 3 clusters Score -9587098 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -9589408.000000 Penalty: 3743.586670
	Iteration 11Q: 3 clusters Score -9589408 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -9591208.000000 Penalty: 3743.586670
	Iteration 12Q: 3 clusters Score -9591208 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -9592398.000000 Penalty: 3743.586670
	Iteration 13Q: 3 clusters Score -9592398 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -9593063.000000 Penalty: 3743.586670
	Iteration 14Q: 3 clusters Score -9593063 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -9593510.000000 Penalty: 3743.586670
	Iteration 15Q: 3 clusters Score -9593510 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -9593802.000000 Penalty: 3743.586670
	Iteration 16Q: 3 clusters Score -9593802 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -9594048.000000 Penalty: 3743.586670
	Iteration 17Q: 3 clusters Score -9594048 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -9594258.000000 Penalty: 3743.586670
	Iteration 18Q: 3 clusters Score -9594258 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -9594426.000000 Penalty: 3743.586670
	Iteration 19Q: 3 clusters Score -9594426 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -9594591.000000 Penalty: 3743.586670
	Iteration 20F: 3 clusters Score -9594591 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -9594673.000000 Penalty: 3743.586670
	Iteration 21Q: 3 clusters Score -9594673 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -9594821.000000 Penalty: 3743.586670
	Iteration 22Q: 3 clusters Score -9594821 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -9594951.000000 Penalty: 3743.586670
	Iteration 23Q: 3 clusters Score -9594951 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -9595040.000000 Penalty: 3743.586670
	Iteration 24Q: 3 clusters Score -9595040 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -9595181.000000 Penalty: 3743.586670
	Iteration 25Q: 3 clusters Score -9595181 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -9595252.000000 Penalty: 3743.586670
	Iteration 26Q: 3 clusters Score -9595252 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -9595378.000000 Penalty: 3743.586670
	Iteration 27Q: 3 clusters Score -9595378 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -9595470.000000 Penalty: 3743.586670
	Iteration 28Q: 3 clusters Score -9595470 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -9595584.000000 Penalty: 3743.586670
	Iteration 29Q: 3 clusters Score -9595584 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -9595714.000000 Penalty: 3743.586670
	Iteration 30Q: 3 clusters Score -9595714 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -9595784.000000 Penalty: 3743.586670
	Iteration 31Q: 3 clusters Score -9595784 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -9595861.000000 Penalty: 3743.586670
	Iteration 32Q: 3 clusters Score -9595861 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -9595952.000000 Penalty: 3743.586670
	Iteration 33Q: 3 clusters Score -9595952 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -9596112.000000 Penalty: 3743.586670
	Iteration 34Q: 3 clusters Score -9596112 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -9596257.000000 Penalty: 3743.586670
	Iteration 35Q: 3 clusters Score -9596257 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -9596453.000000 Penalty: 3743.586670
	Iteration 36Q: 3 clusters Score -9596453 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -9596762.000000 Penalty: 3743.586670
	Iteration 37Q: 3 clusters Score -9596762 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -9597033.000000 Penalty: 3743.586670
	Iteration 38Q: 3 clusters Score -9597033 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -9597324.000000 Penalty: 3743.586670
	Iteration 39Q: 3 clusters Score -9597324 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -9597679.000000 Penalty: 3743.586670
	Iteration 40F: 3 clusters Score -9597679 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -9598032.000000 Penalty: 3743.586670
	Iteration 41Q: 3 clusters Score -9598032 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -9598322.000000 Penalty: 3743.586670
	Iteration 42Q: 3 clusters Score -9598322 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -9598692.000000 Penalty: 3743.586670
	Iteration 43Q: 3 clusters Score -9598692 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -9599056.000000 Penalty: 3743.586670
	Iteration 44Q: 3 clusters Score -9599056 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -9599579.000000 Penalty: 3743.586670
	Iteration 45Q: 3 clusters Score -9599579 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -9599990.000000 Penalty: 3743.586670
	Iteration 46Q: 3 clusters Score -9599990 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -9600455.000000 Penalty: 3743.586670
	Iteration 47Q: 3 clusters Score -9600455 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -9601008.000000 Penalty: 3743.586670
	Iteration 48Q: 3 clusters Score -9601008 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -9601485.000000 Penalty: 3743.586670
	Iteration 49Q: 3 clusters Score -9601485 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -9601899.000000 Penalty: 3743.586670
	Iteration 50Q: 3 clusters Score -9601899 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71429 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -9602341.000000 Penalty: 3743.586670
	Iteration 51Q: 3 clusters Score -9602341 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -9602611.000000 Penalty: 3743.586670
	Iteration 52Q: 3 clusters Score -9602611 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -9602831.000000 Penalty: 3743.586670
	Iteration 53Q: 3 clusters Score -9602831 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -9603019.000000 Penalty: 3743.586670
	Iteration 54Q: 3 clusters Score -9603019 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74316 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -9603167.000000 Penalty: 3743.586670
	Iteration 55Q: 3 clusters Score -9603167 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74958 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -9603339.000000 Penalty: 3743.586670
	Iteration 56Q: 3 clusters Score -9603339 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -9603428.000000 Penalty: 3743.586670
	Iteration 57Q: 3 clusters Score -9603428 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76159 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -9603551.000000 Penalty: 3743.586670
	Iteration 58Q: 3 clusters Score -9603551 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -9603670.000000 Penalty: 3743.586670
	Iteration 59Q: 3 clusters Score -9603670 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -9603768.000000 Penalty: 3743.586670
	Iteration 60F: 3 clusters Score -9603768 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -9603889.000000 Penalty: 3743.586670
	Iteration 61Q: 3 clusters Score -9603889 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -9603982.000000 Penalty: 3743.586670
	Iteration 62Q: 3 clusters Score -9603982 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -9604081.000000 Penalty: 3743.586670
	Iteration 63Q: 3 clusters Score -9604081 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79637 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -9604166.000000 Penalty: 3743.586670
	Iteration 64Q: 3 clusters Score -9604166 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80155 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -9604257.000000 Penalty: 3743.586670
	Iteration 65Q: 3 clusters Score -9604257 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -9604339.000000 Penalty: 3743.586670
	Iteration 66Q: 3 clusters Score -9604339 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -9604440.000000 Penalty: 3743.586670
	Iteration 67Q: 3 clusters Score -9604440 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -9604504.000000 Penalty: 3743.586670
	Iteration 68Q: 3 clusters Score -9604504 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -9604575.000000 Penalty: 3743.586670
	Iteration 69Q: 3 clusters Score -9604575 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -9604691.000000 Penalty: 3743.586670
	Iteration 70Q: 3 clusters Score -9604691 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -9604774.000000 Penalty: 3743.586670
	Iteration 71Q: 3 clusters Score -9604774 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -9604852.000000 Penalty: 3743.586670
	Iteration 72Q: 3 clusters Score -9604852 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84351 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -9604929.000000 Penalty: 3743.586670
	Iteration 73Q: 3 clusters Score -9604929 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84869 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -9604964.000000 Penalty: 3743.586670
	Iteration 74Q: 3 clusters Score -9604964 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -9605047.000000 Penalty: 3743.586670
	Iteration 75Q: 3 clusters Score -9605047 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85890 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -9605188.000000 Penalty: 3743.586670
	Iteration 76Q: 3 clusters Score -9605188 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -9605313.000000 Penalty: 3743.586670
	Iteration 77Q: 3 clusters Score -9605313 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -9605427.000000 Penalty: 3743.586670
	Iteration 78Q: 3 clusters Score -9605427 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -9605600.000000 Penalty: 3743.586670
	Iteration 79Q: 3 clusters Score -9605600 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -9605723.000000 Penalty: 3743.586670
	Iteration 80F: 3 clusters Score -9605723 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -9605864.000000 Penalty: 3743.586670
	Iteration 81Q: 3 clusters Score -9605864 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -9606068.000000 Penalty: 3743.586670
	Iteration 82Q: 3 clusters Score -9606068 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90084 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -9606306.000000 Penalty: 3743.586670
	Iteration 83Q: 3 clusters Score -9606306 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -9606599.000000 Penalty: 3743.586670
	Iteration 84Q: 3 clusters Score -9606599 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -9606858.000000 Penalty: 3743.586670
	Iteration 85Q: 3 clusters Score -9606858 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -9607114.000000 Penalty: 3743.586670
	Iteration 86Q: 3 clusters Score -9607114 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92513 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -9607368.000000 Penalty: 3743.586670
	Iteration 87Q: 3 clusters Score -9607368 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -9607588.000000 Penalty: 3743.586670
	Iteration 88Q: 3 clusters Score -9607588 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -9607831.000000 Penalty: 3743.586670
	Iteration 89Q: 3 clusters Score -9607831 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -9607936.000000 Penalty: 3743.586670
	Iteration 90Q: 3 clusters Score -9607936 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94170 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -9608090.000000 Penalty: 3743.586670
	Iteration 91Q: 3 clusters Score -9608090 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -9608170.000000 Penalty: 3743.586670
	Iteration 92Q: 3 clusters Score -9608170 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -9608185.000000 Penalty: 3743.586670
	Iteration 93Q: 3 clusters Score -9608185 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -9608298.000000 Penalty: 3743.586670
	Iteration 94Q: 3 clusters Score -9608298 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -9608300.000000 Penalty: 3743.586670
	Iteration 95Q: 3 clusters Score -9608300 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -9608354.000000 Penalty: 3743.586670
	Iteration 96Q: 3 clusters Score -9608354 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -9608344.000000 Penalty: 3743.586670
	Iteration 97Q: 3 clusters Score -9608344 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -9608399.000000 Penalty: 3743.586670
	Iteration 98Q: 3 clusters Score -9608399 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -9608410.000000 Penalty: 3743.586670
	Iteration 99Q: 3 clusters Score -9608410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95798 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -9608429.000000 Penalty: 3743.586670
	Iteration 100F: 3 clusters Score -9608429 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -9608461.000000 Penalty: 3743.586670
	Iteration 101Q: 3 clusters Score -9608461 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95969 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -9608477.000000 Penalty: 3743.586670
	Iteration 102Q: 3 clusters Score -9608477 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96055 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -9608493.000000 Penalty: 3743.586670
	Iteration 103Q: 3 clusters Score -9608493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -9608497.000000 Penalty: 3743.586670
	Iteration 104Q: 3 clusters Score -9608497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -9608490.000000 Penalty: 3743.586670
	Iteration 105Q: 3 clusters Score -9608490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -9608511.000000 Penalty: 3743.586670
	Iteration 106Q: 3 clusters Score -9608511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96268 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -9608515.000000 Penalty: 3743.586670
	Iteration 107Q: 3 clusters Score -9608515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -9608519.000000 Penalty: 3743.586670
	Iteration 108Q: 3 clusters Score -9608519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -9608535.000000 Penalty: 3743.586670
	Iteration 109Q: 3 clusters Score -9608535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -9608566.000000 Penalty: 3743.586670
	Iteration 110Q: 3 clusters Score -9608566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -9608590.000000 Penalty: 3743.586670
	Iteration 111Q: 3 clusters Score -9608590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96446 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -9608572.000000 Penalty: 3743.586670
	Iteration 112Q: 3 clusters Score -9608572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -9608570.000000 Penalty: 3743.586670
	Iteration 113Q: 3 clusters Score -9608570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -9608586.000000 Penalty: 3743.586670
	Iteration 114Q: 3 clusters Score -9608586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -9608592.000000 Penalty: 3743.586670
	Iteration 115Q: 3 clusters Score -9608592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96536 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -9608610.000000 Penalty: 3743.586670
	Iteration 116Q: 3 clusters Score -9608610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -9608596.000000 Penalty: 3743.586670
	Iteration 117Q: 3 clusters Score -9608596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -9608602.000000 Penalty: 3743.586670
	Iteration 118Q: 3 clusters Score -9608602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96565 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -9608604.000000 Penalty: 3743.586670
	Iteration 119Q: 3 clusters Score -9608604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -9608602.000000 Penalty: 3743.586670
	Iteration 120F: 3 clusters Score -9608602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -9608601.000000 Penalty: 3743.586670
	Iteration 121Q: 3 clusters Score -9608601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -9608597.000000 Penalty: 3743.586670
	Iteration 122Q: 3 clusters Score -9608597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -9608601.000000 Penalty: 3743.586670
	Iteration 123Q: 3 clusters Score -9608601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -9608602.000000 Penalty: 3743.586670
	Iteration 124Q: 3 clusters Score -9608602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -9608602.000000 Penalty: 3743.586670
	Iteration 125Q: 3 clusters Score -9608602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -9608598.000000 Penalty: 3743.586670
	Iteration 126Q: 3 clusters Score -9608598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96589 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -9608606.000000 Penalty: 3743.586670
	Iteration 127Q: 3 clusters Score -9608606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96589 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -9608606.000000 Penalty: 3743.586670
	Iteration 128F: 3 clusters Score -9608606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15299 members 
Mstep: Class 3 contains 20820 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20528 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 24102 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 19421 members 
Mstep: Class 12 contains 11444 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 8291 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 33377 members 
Mstep: Class 18 contains 8890 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96589 members 
Mstep: Class 21 contains 93529 members 
Mstep: Class 22 contains 72323 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 5960 members 
Mstep: Class 25 contains 3993 members 
Entering Unmasked Estep 
Score: -44815788.000000 Penalty: 53151.980469
Splitting cluster 20 changes total score from -44815364.000000 to -44815788.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 21 (93529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Entering Unmasked Estep 
Score: -9016468.000000 Penalty: 1859.979370
	Iteration 0F: 2 clusters Score -9016468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -8954086.000000 Penalty: 3719.958740
	Iteration 0F: 3 clusters Score -8954086 nChanged 44735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -8980054.000000 Penalty: 3719.958740
	Iteration 1F: 3 clusters Score -8980054 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -8981063.000000 Penalty: 3719.958740
	Iteration 2Q: 3 clusters Score -8981063 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -8982143.000000 Penalty: 3719.958740
	Iteration 3Q: 3 clusters Score -8982143 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -8983750.000000 Penalty: 3719.958740
	Iteration 4Q: 3 clusters Score -8983750 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8985613.000000 Penalty: 3719.958740
	Iteration 5Q: 3 clusters Score -8985613 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -8987724.000000 Penalty: 3719.958740
	Iteration 6F: 3 clusters Score -8987724 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -8989915.000000 Penalty: 3719.958740
	Iteration 7F: 3 clusters Score -8989915 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -8991881.000000 Penalty: 3719.958740
	Iteration 8F: 3 clusters Score -8991881 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -8993841.000000 Penalty: 3719.958740
	Iteration 9Q: 3 clusters Score -8993841 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -8996022.000000 Penalty: 3719.958740
	Iteration 10Q: 3 clusters Score -8996022 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -8998475.000000 Penalty: 3719.958740
	Iteration 11Q: 3 clusters Score -8998475 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -9001193.000000 Penalty: 3719.958740
	Iteration 12Q: 3 clusters Score -9001193 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -9004248.000000 Penalty: 3719.958740
	Iteration 13Q: 3 clusters Score -9004248 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -9007357.000000 Penalty: 3719.958740
	Iteration 14Q: 3 clusters Score -9007357 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -9009917.000000 Penalty: 3719.958740
	Iteration 15Q: 3 clusters Score -9009917 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -9011629.000000 Penalty: 3719.958740
	Iteration 16Q: 3 clusters Score -9011629 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86983 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -9012682.000000 Penalty: 3719.958740
	Iteration 17Q: 3 clusters Score -9012682 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -9013359.000000 Penalty: 3719.958740
	Iteration 18Q: 3 clusters Score -9013359 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -9013823.000000 Penalty: 3719.958740
	Iteration 19Q: 3 clusters Score -9013823 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -9014143.000000 Penalty: 3719.958740
	Iteration 20F: 3 clusters Score -9014143 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90162 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -9014376.000000 Penalty: 3719.958740
	Iteration 21Q: 3 clusters Score -9014376 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -9014546.000000 Penalty: 3719.958740
	Iteration 22Q: 3 clusters Score -9014546 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -9014690.000000 Penalty: 3719.958740
	Iteration 23Q: 3 clusters Score -9014690 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -9014843.000000 Penalty: 3719.958740
	Iteration 24Q: 3 clusters Score -9014843 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91155 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -9014988.000000 Penalty: 3719.958740
	Iteration 25Q: 3 clusters Score -9014988 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91300 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -9015164.000000 Penalty: 3719.958740
	Iteration 26Q: 3 clusters Score -9015164 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -9015340.000000 Penalty: 3719.958740
	Iteration 27Q: 3 clusters Score -9015340 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91506 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -9015541.000000 Penalty: 3719.958740
	Iteration 28Q: 3 clusters Score -9015541 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9015676.000000 Penalty: 3719.958740
	Iteration 29Q: 3 clusters Score -9015676 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9015769.000000 Penalty: 3719.958740
	Iteration 30Q: 3 clusters Score -9015769 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9015812.000000 Penalty: 3719.958740
	Iteration 31Q: 3 clusters Score -9015812 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91727 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9015871.000000 Penalty: 3719.958740
	Iteration 32Q: 3 clusters Score -9015871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9015898.000000 Penalty: 3719.958740
	Iteration 33Q: 3 clusters Score -9015898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91760 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9015901.000000 Penalty: 3719.958740
	Iteration 34Q: 3 clusters Score -9015901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91773 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9015899.000000 Penalty: 3719.958740
	Iteration 35Q: 3 clusters Score -9015899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9015902.000000 Penalty: 3719.958740
	Iteration 36Q: 3 clusters Score -9015902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9015903.000000 Penalty: 3719.958740
	Iteration 37Q: 3 clusters Score -9015903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9015906.000000 Penalty: 3719.958740
	Iteration 38Q: 3 clusters Score -9015906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9015901.000000 Penalty: 3719.958740
	Iteration 39Q: 3 clusters Score -9015901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9015890.000000 Penalty: 3719.958740
	Iteration 40F: 3 clusters Score -9015890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91830 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9015895.000000 Penalty: 3719.958740
	Iteration 41Q: 3 clusters Score -9015895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91838 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9015894.000000 Penalty: 3719.958740
	Iteration 42Q: 3 clusters Score -9015894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9015900.000000 Penalty: 3719.958740
	Iteration 43Q: 3 clusters Score -9015900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9015899.000000 Penalty: 3719.958740
	Iteration 44Q: 3 clusters Score -9015899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9015900.000000 Penalty: 3719.958740
	Iteration 45Q: 3 clusters Score -9015900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9015905.000000 Penalty: 3719.958740
	Iteration 46Q: 3 clusters Score -9015905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9015902.000000 Penalty: 3719.958740
	Iteration 47Q: 3 clusters Score -9015902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9015902.000000 Penalty: 3719.958740
	Iteration 48F: 3 clusters Score -9015902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (72323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Entering Unmasked Estep 
Score: -6927205.000000 Penalty: 1818.195801
	Iteration 0F: 2 clusters Score -6927205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -6878543.000000 Penalty: 3636.391602
	Iteration 0F: 3 clusters Score -6878543 nChanged 34603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -6898610.500000 Penalty: 3636.391602
	Iteration 1F: 3 clusters Score -6898610 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -6899587.000000 Penalty: 3636.391602
	Iteration 2Q: 3 clusters Score -6899587 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -6901172.000000 Penalty: 3636.391602
	Iteration 3Q: 3 clusters Score -6901172 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -6903681.000000 Penalty: 3636.391602
	Iteration 4F: 3 clusters Score -6903681 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -6907298.000000 Penalty: 3636.391602
	Iteration 5F: 3 clusters Score -6907298 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -6911728.500000 Penalty: 3636.391602
	Iteration 6F: 3 clusters Score -6911728 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -6916414.500000 Penalty: 3636.391602
	Iteration 7F: 3 clusters Score -6916414 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -6920384.500000 Penalty: 3636.391602
	Iteration 8F: 3 clusters Score -6920384 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -6923266.000000 Penalty: 3636.391602
	Iteration 9Q: 3 clusters Score -6923266 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -6924717.000000 Penalty: 3636.391602
	Iteration 10Q: 3 clusters Score -6924717 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -6925283.000000 Penalty: 3636.391602
	Iteration 11Q: 3 clusters Score -6925283 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -6925520.500000 Penalty: 3636.391602
	Iteration 12Q: 3 clusters Score -6925520 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -6925688.500000 Penalty: 3636.391602
	Iteration 13Q: 3 clusters Score -6925688 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -6925843.000000 Penalty: 3636.391602
	Iteration 14Q: 3 clusters Score -6925843 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -6925951.500000 Penalty: 3636.391602
	Iteration 15Q: 3 clusters Score -6925952 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -6926029.000000 Penalty: 3636.391602
	Iteration 16Q: 3 clusters Score -6926029 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -6926065.500000 Penalty: 3636.391602
	Iteration 17Q: 3 clusters Score -6926066 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -6926115.500000 Penalty: 3636.391602
	Iteration 18Q: 3 clusters Score -6926116 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -6926151.000000 Penalty: 3636.391602
	Iteration 19Q: 3 clusters Score -6926151 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -6926186.500000 Penalty: 3636.391602
	Iteration 20F: 3 clusters Score -6926186 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -6926203.500000 Penalty: 3636.391602
	Iteration 21Q: 3 clusters Score -6926204 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -6926226.500000 Penalty: 3636.391602
	Iteration 22Q: 3 clusters Score -6926226 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 68999 members 
Entering Unmasked Estep 
Score: -6926227.000000 Penalty: 3636.391602
	Iteration 23Q: 3 clusters Score -6926227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -6926248.500000 Penalty: 3636.391602
	Iteration 24Q: 3 clusters Score -6926248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 69090 members 
Entering Unmasked Estep 
Score: -6926251.000000 Penalty: 3636.391602
	Iteration 25Q: 3 clusters Score -6926251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -6926244.000000 Penalty: 3636.391602
	Iteration 26Q: 3 clusters Score -6926244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -6926245.000000 Penalty: 3636.391602
	Iteration 27Q: 3 clusters Score -6926245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -6926249.000000 Penalty: 3636.391602
	Iteration 28Q: 3 clusters Score -6926249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -6926262.500000 Penalty: 3636.391602
	Iteration 29Q: 3 clusters Score -6926262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -6926268.500000 Penalty: 3636.391602
	Iteration 30Q: 3 clusters Score -6926268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -6926265.000000 Penalty: 3636.391602
	Iteration 31Q: 3 clusters Score -6926265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -6926277.000000 Penalty: 3636.391602
	Iteration 32Q: 3 clusters Score -6926277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -6926262.500000 Penalty: 3636.391602
	Iteration 33Q: 3 clusters Score -6926262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -6926270.000000 Penalty: 3636.391602
	Iteration 34Q: 3 clusters Score -6926270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -6926272.000000 Penalty: 3636.391602
	Iteration 35Q: 3 clusters Score -6926272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -6926288.000000 Penalty: 3636.391602
	Iteration 36Q: 3 clusters Score -6926288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -6926281.500000 Penalty: 3636.391602
	Iteration 37Q: 3 clusters Score -6926282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -6926293.500000 Penalty: 3636.391602
	Iteration 38Q: 3 clusters Score -6926294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -6926305.500000 Penalty: 3636.391602
	Iteration 39Q: 3 clusters Score -6926306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -6926305.500000 Penalty: 3636.391602
	Iteration 40F: 3 clusters Score -6926306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -6926305.000000 Penalty: 3636.391602
	Iteration 41Q: 3 clusters Score -6926305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -6926307.000000 Penalty: 3636.391602
	Iteration 42Q: 3 clusters Score -6926307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -6926308.000000 Penalty: 3636.391602
	Iteration 43Q: 3 clusters Score -6926308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -6926307.000000 Penalty: 3636.391602
	Iteration 44Q: 3 clusters Score -6926307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -6926310.000000 Penalty: 3636.391602
	Iteration 45Q: 3 clusters Score -6926310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -6926306.500000 Penalty: 3636.391602
	Iteration 46Q: 3 clusters Score -6926306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -6926310.500000 Penalty: 3636.391602
	Iteration 47Q: 3 clusters Score -6926310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -6926312.000000 Penalty: 3636.391602
	Iteration 48Q: 3 clusters Score -6926312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
Score: -6926311.000000 Penalty: 3636.391602
	Iteration 49Q: 3 clusters Score -6926311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -6926318.000000 Penalty: 3636.391602
	Iteration 50Q: 3 clusters Score -6926318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -6926317.000000 Penalty: 3636.391602
	Iteration 51Q: 3 clusters Score -6926317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 69526 members 
Entering Unmasked Estep 
Score: -6926313.500000 Penalty: 3636.391602
	Iteration 52Q: 3 clusters Score -6926314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -6926306.500000 Penalty: 3636.391602
	Iteration 53Q: 3 clusters Score -6926306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -6926311.000000 Penalty: 3636.391602
	Iteration 54Q: 3 clusters Score -6926311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -6926305.000000 Penalty: 3636.391602
	Iteration 55Q: 3 clusters Score -6926305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -6926310.000000 Penalty: 3636.391602
	Iteration 56Q: 3 clusters Score -6926310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -6926301.000000 Penalty: 3636.391602
	Iteration 57Q: 3 clusters Score -6926301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -6926301.000000 Penalty: 3636.391602
	Iteration 58F: 3 clusters Score -6926301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -383551.343750 Penalty: 1347.090942
	Iteration 0F: 2 clusters Score -383551.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -380157.562500 Penalty: 2694.181885
	Iteration 0F: 3 clusters Score -380157.6 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -381038.687500 Penalty: 2694.181885
	Iteration 1F: 3 clusters Score -381038.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -381239.375000 Penalty: 2694.181885
	Iteration 2F: 3 clusters Score -381239.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -381396.125000 Penalty: 2694.181885
	Iteration 3F: 3 clusters Score -381396.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -381512.937500 Penalty: 2694.181885
	Iteration 4F: 3 clusters Score -381512.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -381606.187500 Penalty: 2694.181885
	Iteration 5Q: 3 clusters Score -381606.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -381693.625000 Penalty: 2694.181885
	Iteration 6Q: 3 clusters Score -381693.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -381809.562500 Penalty: 2694.181885
	Iteration 7Q: 3 clusters Score -381809.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -381931.125000 Penalty: 2694.181885
	Iteration 8Q: 3 clusters Score -381931.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -382055.031250 Penalty: 2694.181885
	Iteration 9Q: 3 clusters Score -382055 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -382155.375000 Penalty: 2694.181885
	Iteration 10Q: 3 clusters Score -382155.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -382242.281250 Penalty: 2694.181885
	Iteration 11Q: 3 clusters Score -382242.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -382319.125000 Penalty: 2694.181885
	Iteration 12Q: 3 clusters Score -382319.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -382382.250000 Penalty: 2694.181885
	Iteration 13Q: 3 clusters Score -382382.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -382431.406250 Penalty: 2694.181885
	Iteration 14Q: 3 clusters Score -382431.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -382464.906250 Penalty: 2694.181885
	Iteration 15Q: 3 clusters Score -382464.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -382489.656250 Penalty: 2694.181885
	Iteration 16Q: 3 clusters Score -382489.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -382511.968750 Penalty: 2694.181885
	Iteration 17Q: 3 clusters Score -382512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -382525.031250 Penalty: 2694.181885
	Iteration 18Q: 3 clusters Score -382525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -382535.031250 Penalty: 2694.181885
	Iteration 19Q: 3 clusters Score -382535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -382547.687500 Penalty: 2694.181885
	Iteration 20F: 3 clusters Score -382547.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -382554.562500 Penalty: 2694.181885
	Iteration 21Q: 3 clusters Score -382554.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -382561.312500 Penalty: 2694.181885
	Iteration 22Q: 3 clusters Score -382561.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -382564.750000 Penalty: 2694.181885
	Iteration 23Q: 3 clusters Score -382564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -382567.187500 Penalty: 2694.181885
	Iteration 24Q: 3 clusters Score -382567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -382569.031250 Penalty: 2694.181885
	Iteration 25Q: 3 clusters Score -382569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -382572.718750 Penalty: 2694.181885
	Iteration 26Q: 3 clusters Score -382572.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -382573.625000 Penalty: 2694.181885
	Iteration 27Q: 3 clusters Score -382573.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -382576.343750 Penalty: 2694.181885
	Iteration 28Q: 3 clusters Score -382576.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -382578.000000 Penalty: 2694.181885
	Iteration 29Q: 3 clusters Score -382578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -382580.531250 Penalty: 2694.181885
	Iteration 30Q: 3 clusters Score -382580.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -382581.437500 Penalty: 2694.181885
	Iteration 31Q: 3 clusters Score -382581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -382585.187500 Penalty: 2694.181885
	Iteration 32Q: 3 clusters Score -382585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -382586.187500 Penalty: 2694.181885
	Iteration 33Q: 3 clusters Score -382586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -382588.093750 Penalty: 2694.181885
	Iteration 34Q: 3 clusters Score -382588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -382587.687500 Penalty: 2694.181885
	Iteration 35Q: 3 clusters Score -382587.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -382587.687500 Penalty: 2694.181885
	Iteration 36F: 3 clusters Score -382587.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Entering Unmasked Estep 
Score: -562563.062500 Penalty: 1412.584106
	Iteration 0F: 2 clusters Score -562563.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -558005.875000 Penalty: 2825.168213
	Iteration 0F: 3 clusters Score -558005.9 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -559406.687500 Penalty: 2825.168213
	Iteration 1F: 3 clusters Score -559406.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -559657.812500 Penalty: 2825.168213
	Iteration 2F: 3 clusters Score -559657.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -559857.562500 Penalty: 2825.168213
	Iteration 3F: 3 clusters Score -559857.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -560022.750000 Penalty: 2825.168213
	Iteration 4Q: 3 clusters Score -560022.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -560188.187500 Penalty: 2825.168213
	Iteration 5Q: 3 clusters Score -560188.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -560364.125000 Penalty: 2825.168213
	Iteration 6Q: 3 clusters Score -560364.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -560519.125000 Penalty: 2825.168213
	Iteration 7Q: 3 clusters Score -560519.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -560651.062500 Penalty: 2825.168213
	Iteration 8Q: 3 clusters Score -560651.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -560772.750000 Penalty: 2825.168213
	Iteration 9Q: 3 clusters Score -560772.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -560882.062500 Penalty: 2825.168213
	Iteration 10Q: 3 clusters Score -560882.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -560965.750000 Penalty: 2825.168213
	Iteration 11Q: 3 clusters Score -560965.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -561011.500000 Penalty: 2825.168213
	Iteration 12Q: 3 clusters Score -561011.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -561040.125000 Penalty: 2825.168213
	Iteration 13Q: 3 clusters Score -561040.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -561072.687500 Penalty: 2825.168213
	Iteration 14Q: 3 clusters Score -561072.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -561107.375000 Penalty: 2825.168213
	Iteration 15Q: 3 clusters Score -561107.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -561142.000000 Penalty: 2825.168213
	Iteration 16Q: 3 clusters Score -561142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -561188.875000 Penalty: 2825.168213
	Iteration 17Q: 3 clusters Score -561188.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -561229.687500 Penalty: 2825.168213
	Iteration 18Q: 3 clusters Score -561229.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -561258.125000 Penalty: 2825.168213
	Iteration 19Q: 3 clusters Score -561258.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -561281.375000 Penalty: 2825.168213
	Iteration 20F: 3 clusters Score -561281.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -561300.000000 Penalty: 2825.168213
	Iteration 21Q: 3 clusters Score -561300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -561311.562500 Penalty: 2825.168213
	Iteration 22Q: 3 clusters Score -561311.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -561324.187500 Penalty: 2825.168213
	Iteration 23Q: 3 clusters Score -561324.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -561342.062500 Penalty: 2825.168213
	Iteration 24Q: 3 clusters Score -561342.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -561362.562500 Penalty: 2825.168213
	Iteration 25Q: 3 clusters Score -561362.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -561372.875000 Penalty: 2825.168213
	Iteration 26Q: 3 clusters Score -561372.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -561384.000000 Penalty: 2825.168213
	Iteration 27Q: 3 clusters Score -561384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -561392.437500 Penalty: 2825.168213
	Iteration 28Q: 3 clusters Score -561392.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -561401.687500 Penalty: 2825.168213
	Iteration 29Q: 3 clusters Score -561401.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -561421.625000 Penalty: 2825.168213
	Iteration 30Q: 3 clusters Score -561421.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -561448.437500 Penalty: 2825.168213
	Iteration 31Q: 3 clusters Score -561448.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -561461.250000 Penalty: 2825.168213
	Iteration 32Q: 3 clusters Score -561461.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -561468.187500 Penalty: 2825.168213
	Iteration 33Q: 3 clusters Score -561468.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -561473.562500 Penalty: 2825.168213
	Iteration 34Q: 3 clusters Score -561473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -561475.187500 Penalty: 2825.168213
	Iteration 35Q: 3 clusters Score -561475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -561478.187500 Penalty: 2825.168213
	Iteration 36Q: 3 clusters Score -561478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -561482.687500 Penalty: 2825.168213
	Iteration 37Q: 3 clusters Score -561482.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -561487.562500 Penalty: 2825.168213
	Iteration 38Q: 3 clusters Score -561487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -561493.687500 Penalty: 2825.168213
	Iteration 39Q: 3 clusters Score -561493.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -561502.062500 Penalty: 2825.168213
	Iteration 40F: 3 clusters Score -561502.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -561506.312500 Penalty: 2825.168213
	Iteration 41Q: 3 clusters Score -561506.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -561518.437500 Penalty: 2825.168213
	Iteration 42Q: 3 clusters Score -561518.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -561532.000000 Penalty: 2825.168213
	Iteration 43Q: 3 clusters Score -561532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -561552.125000 Penalty: 2825.168213
	Iteration 44Q: 3 clusters Score -561552.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -561561.437500 Penalty: 2825.168213
	Iteration 45Q: 3 clusters Score -561561.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -561570.750000 Penalty: 2825.168213
	Iteration 46Q: 3 clusters Score -561570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -561575.125000 Penalty: 2825.168213
	Iteration 47Q: 3 clusters Score -561575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -561578.125000 Penalty: 2825.168213
	Iteration 48Q: 3 clusters Score -561578.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -561581.937500 Penalty: 2825.168213
	Iteration 49Q: 3 clusters Score -561581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -561582.875000 Penalty: 2825.168213
	Iteration 50Q: 3 clusters Score -561582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -561583.125000 Penalty: 2825.168213
	Iteration 51Q: 3 clusters Score -561583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -561583.125000 Penalty: 2825.168213
	Iteration 52F: 3 clusters Score -561583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15299 members 
Mstep: Class 3 contains 20820 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20528 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 24102 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 19421 members 
Mstep: Class 12 contains 11444 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 8291 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 33377 members 
Mstep: Class 18 contains 8890 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96589 members 
Mstep: Class 21 contains 93529 members 
Mstep: Class 22 contains 72323 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 5960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815988.000000 Penalty: 53151.980469
Iteration 79Q: 26 clusters Score -4.481599e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 15347 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 4937 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20519 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 24084 members 
Mstep: Class 10 contains 16098 members 
Mstep: Class 11 contains 19450 members 
Mstep: Class 12 contains 11459 members 
Mstep: Class 13 contains 3204 members 
Mstep: Class 14 contains 5072 members 
Mstep: Class 15 contains 8270 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 33313 members 
Mstep: Class 18 contains 8892 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96444 members 
Mstep: Class 21 contains 93598 members 
Mstep: Class 22 contains 72174 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 5965 members 
Mstep: Class 25 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816208.000000 Penalty: 53151.980469
Iteration 80F: 26 clusters Score -4.481621e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 15414 members 
Mstep: Class 3 contains 20786 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 20534 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 1249 members 
Mstep: Class 9 contains 24074 members 
Mstep: Class 10 contains 16152 members 
Mstep: Class 11 contains 19474 members 
Mstep: Class 12 contains 11443 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 8240 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 33258 members 
Mstep: Class 18 contains 8881 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96339 members 
Mstep: Class 21 contains 93656 members 
Mstep: Class 22 contains 72058 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 5967 members 
Mstep: Class 25 contains 4119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816288.000000 Penalty: 53151.980469
Iteration 81Q: 26 clusters Score -4.481629e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 15483 members 
Mstep: Class 3 contains 20769 members 
Mstep: Class 4 contains 4944 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20558 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 1240 members 
Mstep: Class 9 contains 24068 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 19501 members 
Mstep: Class 12 contains 11439 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 5088 members 
Mstep: Class 15 contains 8215 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 33206 members 
Mstep: Class 18 contains 8866 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96270 members 
Mstep: Class 21 contains 93712 members 
Mstep: Class 22 contains 71954 members 
Mstep: Class 23 contains 3980 members 
Mstep: Class 24 contains 5972 members 
Mstep: Class 25 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816400.000000 Penalty: 53151.980469
Iteration 82Q: 26 clusters Score -4.48164e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 15537 members 
Mstep: Class 3 contains 20761 members 
Mstep: Class 4 contains 4951 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20583 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 1236 members 
Mstep: Class 9 contains 24070 members 
Mstep: Class 10 contains 16256 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 11436 members 
Mstep: Class 13 contains 3203 members 
Mstep: Class 14 contains 5089 members 
Mstep: Class 15 contains 8187 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 33163 members 
Mstep: Class 18 contains 8851 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96213 members 
Mstep: Class 21 contains 93755 members 
Mstep: Class 22 contains 71873 members 
Mstep: Class 23 contains 3979 members 
Mstep: Class 24 contains 5976 members 
Mstep: Class 25 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 26 clusters Score -4.481638e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 15582 members 
Mstep: Class 3 contains 20756 members 
Mstep: Class 4 contains 4952 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1227 members 
Mstep: Class 9 contains 24072 members 
Mstep: Class 10 contains 16293 members 
Mstep: Class 11 contains 19522 members 
Mstep: Class 12 contains 11435 members 
Mstep: Class 13 contains 3203 members 
Mstep: Class 14 contains 5087 members 
Mstep: Class 15 contains 8170 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 33111 members 
Mstep: Class 18 contains 8838 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96162 members 
Mstep: Class 21 contains 93808 members 
Mstep: Class 22 contains 71809 members 
Mstep: Class 23 contains 3981 members 
Mstep: Class 24 contains 5984 members 
Mstep: Class 25 contains 4266 members 
Entering Unmasked Estep 
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Iteration 84Q: 26 clusters Score -4.481643e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15625 members 
Mstep: Class 3 contains 20753 members 
Mstep: Class 4 contains 4955 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20633 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 24072 members 
Mstep: Class 10 contains 16319 members 
Mstep: Class 11 contains 19533 members 
Mstep: Class 12 contains 11434 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 14 contains 5086 members 
Mstep: Class 15 contains 8160 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 33068 members 
Mstep: Class 18 contains 8825 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96135 members 
Mstep: Class 21 contains 93851 members 
Mstep: Class 22 contains 71735 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 5994 members 
Mstep: Class 25 contains 4286 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 26 clusters Score -4.48164e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 15660 members 
Mstep: Class 3 contains 20741 members 
Mstep: Class 4 contains 4957 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20653 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 24074 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 19546 members 
Mstep: Class 12 contains 11429 members 
Mstep: Class 13 contains 3199 members 
Mstep: Class 14 contains 5086 members 
Mstep: Class 15 contains 8155 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 33037 members 
Mstep: Class 18 contains 8821 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96116 members 
Mstep: Class 21 contains 93884 members 
Mstep: Class 22 contains 71665 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 6002 members 
Mstep: Class 25 contains 4304 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 26 clusters Score -4.48165e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 15686 members 
Mstep: Class 3 contains 20736 members 
Mstep: Class 4 contains 4959 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20664 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 24073 members 
Mstep: Class 10 contains 16354 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 11425 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 33012 members 
Mstep: Class 18 contains 8811 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96103 members 
Mstep: Class 21 contains 93913 members 
Mstep: Class 22 contains 71604 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 6012 members 
Mstep: Class 25 contains 4326 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 26 clusters Score -4.481658e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15714 members 
Mstep: Class 3 contains 20729 members 
Mstep: Class 4 contains 4959 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20683 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1207 members 
Mstep: Class 9 contains 24072 members 
Mstep: Class 10 contains 16361 members 
Mstep: Class 11 contains 19581 members 
Mstep: Class 12 contains 11423 members 
Mstep: Class 13 contains 3204 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 8145 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 32981 members 
Mstep: Class 18 contains 8799 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96091 members 
Mstep: Class 21 contains 93945 members 
Mstep: Class 22 contains 71547 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6024 members 
Mstep: Class 25 contains 4348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816604.000000 Penalty: 53151.980469
Iteration 88Q: 26 clusters Score -4.48166e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 15749 members 
Mstep: Class 3 contains 20709 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20699 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1200 members 
Mstep: Class 9 contains 24072 members 
Mstep: Class 10 contains 16353 members 
Mstep: Class 11 contains 19596 members 
Mstep: Class 12 contains 11419 members 
Mstep: Class 13 contains 3207 members 
Mstep: Class 14 contains 5082 members 
Mstep: Class 15 contains 8140 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 32956 members 
Mstep: Class 18 contains 8781 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96084 members 
Mstep: Class 21 contains 93970 members 
Mstep: Class 22 contains 71503 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6037 members 
Mstep: Class 25 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 26 clusters Score -4.481659e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 15778 members 
Mstep: Class 3 contains 20704 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20708 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 24072 members 
Mstep: Class 10 contains 16348 members 
Mstep: Class 11 contains 19603 members 
Mstep: Class 12 contains 11418 members 
Mstep: Class 13 contains 3207 members 
Mstep: Class 14 contains 5082 members 
Mstep: Class 15 contains 8133 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32937 members 
Mstep: Class 18 contains 8774 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96071 members 
Mstep: Class 21 contains 93988 members 
Mstep: Class 22 contains 71467 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 6042 members 
Mstep: Class 25 contains 4399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816604.000000 Penalty: 53151.980469
Iteration 90Q: 26 clusters Score -4.48166e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15799 members 
Mstep: Class 3 contains 20705 members 
Mstep: Class 4 contains 4959 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20722 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 24071 members 
Mstep: Class 10 contains 16342 members 
Mstep: Class 11 contains 19612 members 
Mstep: Class 12 contains 11416 members 
Mstep: Class 13 contains 3207 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 8127 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32916 members 
Mstep: Class 18 contains 8770 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96056 members 
Mstep: Class 21 contains 94009 members 
Mstep: Class 22 contains 71435 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 6050 members 
Mstep: Class 25 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 26 clusters Score -4.481655e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 15820 members 
Mstep: Class 3 contains 20705 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20738 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 24071 members 
Mstep: Class 10 contains 16339 members 
Mstep: Class 11 contains 19624 members 
Mstep: Class 12 contains 11416 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 8117 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32887 members 
Mstep: Class 18 contains 8762 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96038 members 
Mstep: Class 21 contains 94040 members 
Mstep: Class 22 contains 71399 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 6058 members 
Mstep: Class 25 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 26 clusters Score -4.481666e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 15845 members 
Mstep: Class 3 contains 20692 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20751 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 24072 members 
Mstep: Class 10 contains 16338 members 
Mstep: Class 11 contains 19638 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 8107 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32859 members 
Mstep: Class 18 contains 8755 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96023 members 
Mstep: Class 21 contains 94071 members 
Mstep: Class 22 contains 71366 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 6066 members 
Mstep: Class 25 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 26 clusters Score -4.481664e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 15867 members 
Mstep: Class 3 contains 20688 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 20758 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 24074 members 
Mstep: Class 10 contains 16339 members 
Mstep: Class 11 contains 19648 members 
Mstep: Class 12 contains 11407 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 8093 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32842 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96020 members 
Mstep: Class 21 contains 94091 members 
Mstep: Class 22 contains 71331 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 6072 members 
Mstep: Class 25 contains 4479 members 
Entering Unmasked Estep 
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Iteration 94Q: 26 clusters Score -4.481668e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 15884 members 
Mstep: Class 3 contains 20684 members 
Mstep: Class 4 contains 4963 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 20776 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 24073 members 
Mstep: Class 10 contains 16341 members 
Mstep: Class 11 contains 19654 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 8078 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32822 members 
Mstep: Class 18 contains 8749 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 94113 members 
Mstep: Class 22 contains 71292 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 6078 members 
Mstep: Class 25 contains 4486 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 26 clusters Score -4.481674e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15901 members 
Mstep: Class 3 contains 20675 members 
Mstep: Class 4 contains 4963 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 20797 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 16341 members 
Mstep: Class 11 contains 19660 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 8070 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32803 members 
Mstep: Class 18 contains 8750 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96017 members 
Mstep: Class 21 contains 94131 members 
Mstep: Class 22 contains 71256 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 6084 members 
Mstep: Class 25 contains 4497 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 26 clusters Score -4.481673e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15917 members 
Mstep: Class 3 contains 20663 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 20822 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 9 contains 24078 members 
Mstep: Class 10 contains 16339 members 
Mstep: Class 11 contains 19666 members 
Mstep: Class 12 contains 11407 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 8062 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32780 members 
Mstep: Class 18 contains 8746 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96014 members 
Mstep: Class 21 contains 94153 members 
Mstep: Class 22 contains 71218 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 6094 members 
Mstep: Class 25 contains 4507 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 26 clusters Score -4.481679e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 15923 members 
Mstep: Class 3 contains 20652 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 20855 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 16335 members 
Mstep: Class 11 contains 19673 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 8053 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 32748 members 
Mstep: Class 18 contains 8747 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96017 members 
Mstep: Class 21 contains 94184 members 
Mstep: Class 22 contains 71176 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 6102 members 
Mstep: Class 25 contains 4517 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 26 clusters Score -4.481684e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 15927 members 
Mstep: Class 3 contains 20646 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 9 contains 24074 members 
Mstep: Class 10 contains 16331 members 
Mstep: Class 11 contains 19681 members 
Mstep: Class 12 contains 11410 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5086 members 
Mstep: Class 15 contains 8045 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 32709 members 
Mstep: Class 18 contains 8746 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96026 members 
Mstep: Class 21 contains 94219 members 
Mstep: Class 22 contains 71144 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 6105 members 
Mstep: Class 25 contains 4524 members 
Entering Unmasked Estep 
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Iteration 99Q: 26 clusters Score -4.481677e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 15932 members 
Mstep: Class 3 contains 20645 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 20901 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 9 contains 24074 members 
Mstep: Class 10 contains 16332 members 
Mstep: Class 11 contains 19691 members 
Mstep: Class 12 contains 11410 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 8036 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32676 members 
Mstep: Class 18 contains 8746 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96032 members 
Mstep: Class 21 contains 94251 members 
Mstep: Class 22 contains 71102 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 6111 members 
Mstep: Class 25 contains 4534 members 
Entering Unmasked Estep 
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Iteration 100F: 26 clusters Score -4.481674e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 15942 members 
Mstep: Class 3 contains 20646 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 20912 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 24074 members 
Mstep: Class 10 contains 16326 members 
Mstep: Class 11 contains 19698 members 
Mstep: Class 12 contains 11410 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 8024 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32651 members 
Mstep: Class 18 contains 8749 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96036 members 
Mstep: Class 21 contains 94276 members 
Mstep: Class 22 contains 71074 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 6114 members 
Mstep: Class 25 contains 4543 members 
Entering Unmasked Estep 
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Iteration 101Q: 26 clusters Score -4.481668e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 15948 members 
Mstep: Class 3 contains 20646 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 20927 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 24075 members 
Mstep: Class 10 contains 16323 members 
Mstep: Class 11 contains 19703 members 
Mstep: Class 12 contains 11410 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 8019 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32622 members 
Mstep: Class 18 contains 8744 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96038 members 
Mstep: Class 21 contains 94305 members 
Mstep: Class 22 contains 71043 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 6121 members 
Mstep: Class 25 contains 4551 members 
Entering Unmasked Estep 
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Iteration 102Q: 26 clusters Score -4.481673e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 15955 members 
Mstep: Class 3 contains 20648 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20936 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 24077 members 
Mstep: Class 10 contains 16320 members 
Mstep: Class 11 contains 19707 members 
Mstep: Class 12 contains 11410 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 8014 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 32600 members 
Mstep: Class 18 contains 8743 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96042 members 
Mstep: Class 21 contains 94327 members 
Mstep: Class 22 contains 71009 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 6125 members 
Mstep: Class 25 contains 4562 members 
Entering Unmasked Estep 
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Iteration 103Q: 26 clusters Score -4.481674e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 15954 members 
Mstep: Class 3 contains 20654 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20949 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 24078 members 
Mstep: Class 10 contains 16317 members 
Mstep: Class 11 contains 19719 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 8006 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 32584 members 
Mstep: Class 18 contains 8742 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96042 members 
Mstep: Class 21 contains 94343 members 
Mstep: Class 22 contains 70980 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 6125 members 
Mstep: Class 25 contains 4570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816724.000000 Penalty: 53151.980469
Iteration 104Q: 26 clusters Score -4.481672e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15957 members 
Mstep: Class 3 contains 20656 members 
Mstep: Class 4 contains 4963 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20959 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 16316 members 
Mstep: Class 11 contains 19729 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 8002 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32562 members 
Mstep: Class 18 contains 8733 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96038 members 
Mstep: Class 21 contains 94365 members 
Mstep: Class 22 contains 70955 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 6129 members 
Mstep: Class 25 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816776.000000 Penalty: 53151.980469
Iteration 105Q: 26 clusters Score -4.481678e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15966 members 
Mstep: Class 3 contains 20652 members 
Mstep: Class 4 contains 4963 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 20968 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 16311 members 
Mstep: Class 11 contains 19735 members 
Mstep: Class 12 contains 11413 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 8001 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32543 members 
Mstep: Class 18 contains 8721 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96034 members 
Mstep: Class 21 contains 94383 members 
Mstep: Class 22 contains 70940 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 6135 members 
Mstep: Class 25 contains 4587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816756.000000 Penalty: 53151.980469
Iteration 106Q: 26 clusters Score -4.481676e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 15970 members 
Mstep: Class 3 contains 20650 members 
Mstep: Class 4 contains 4963 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 20975 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 16303 members 
Mstep: Class 11 contains 19740 members 
Mstep: Class 12 contains 11413 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 7999 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32525 members 
Mstep: Class 18 contains 8715 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96035 members 
Mstep: Class 21 contains 94399 members 
Mstep: Class 22 contains 70926 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6139 members 
Mstep: Class 25 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816844.000000 Penalty: 53151.980469
Iteration 107Q: 26 clusters Score -4.481684e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 15974 members 
Mstep: Class 3 contains 20645 members 
Mstep: Class 4 contains 4963 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 20978 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 16296 members 
Mstep: Class 11 contains 19743 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 7999 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32509 members 
Mstep: Class 18 contains 8707 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96026 members 
Mstep: Class 21 contains 94417 members 
Mstep: Class 22 contains 70923 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6140 members 
Mstep: Class 25 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816828.000000 Penalty: 53151.980469
Iteration 108Q: 26 clusters Score -4.481683e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 15976 members 
Mstep: Class 3 contains 20645 members 
Mstep: Class 4 contains 4963 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 20983 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 16281 members 
Mstep: Class 11 contains 19745 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 7998 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32494 members 
Mstep: Class 18 contains 8705 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96024 members 
Mstep: Class 21 contains 94432 members 
Mstep: Class 22 contains 70916 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6142 members 
Mstep: Class 25 contains 4637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816776.000000 Penalty: 53151.980469
Iteration 109Q: 26 clusters Score -4.481678e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 15979 members 
Mstep: Class 3 contains 20643 members 
Mstep: Class 4 contains 4963 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 20987 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 24079 members 
Mstep: Class 10 contains 16269 members 
Mstep: Class 11 contains 19747 members 
Mstep: Class 12 contains 11411 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 7998 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32480 members 
Mstep: Class 18 contains 8701 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96019 members 
Mstep: Class 21 contains 94444 members 
Mstep: Class 22 contains 70912 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6144 members 
Mstep: Class 25 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816800.000000 Penalty: 53151.980469
Iteration 110Q: 26 clusters Score -4.48168e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 15983 members 
Mstep: Class 3 contains 20637 members 
Mstep: Class 4 contains 4963 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 20992 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 16247 members 
Mstep: Class 11 contains 19747 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 7998 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32470 members 
Mstep: Class 18 contains 8703 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 94453 members 
Mstep: Class 22 contains 70907 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6144 members 
Mstep: Class 25 contains 4676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816816.000000 Penalty: 53151.980469
Iteration 111Q: 26 clusters Score -4.481682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 15984 members 
Mstep: Class 3 contains 20634 members 
Mstep: Class 4 contains 4966 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 20997 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 16225 members 
Mstep: Class 11 contains 19748 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5082 members 
Mstep: Class 15 contains 7998 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32459 members 
Mstep: Class 18 contains 8707 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 94464 members 
Mstep: Class 22 contains 70899 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6145 members 
Mstep: Class 25 contains 4699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816856.000000 Penalty: 53151.980469
Iteration 112Q: 26 clusters Score -4.481686e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 15985 members 
Mstep: Class 3 contains 20634 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 21003 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 24077 members 
Mstep: Class 10 contains 16199 members 
Mstep: Class 11 contains 19749 members 
Mstep: Class 12 contains 11405 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 7998 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32449 members 
Mstep: Class 18 contains 8707 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96021 members 
Mstep: Class 21 contains 94475 members 
Mstep: Class 22 contains 70891 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816824.000000 Penalty: 53151.980469
Iteration 113Q: 26 clusters Score -4.481682e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 15984 members 
Mstep: Class 3 contains 20637 members 
Mstep: Class 4 contains 4974 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 24075 members 
Mstep: Class 10 contains 16168 members 
Mstep: Class 11 contains 19749 members 
Mstep: Class 12 contains 11405 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 7998 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32444 members 
Mstep: Class 18 contains 8705 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96015 members 
Mstep: Class 21 contains 94480 members 
Mstep: Class 22 contains 70880 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6149 members 
Mstep: Class 25 contains 4760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816824.000000 Penalty: 53151.980469
Iteration 114Q: 26 clusters Score -4.481682e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 15984 members 
Mstep: Class 3 contains 20637 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 21016 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 19750 members 
Mstep: Class 12 contains 11405 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 7998 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32438 members 
Mstep: Class 18 contains 8705 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96016 members 
Mstep: Class 21 contains 94486 members 
Mstep: Class 22 contains 70866 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6149 members 
Mstep: Class 25 contains 4787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816924.000000 Penalty: 53151.980469
Iteration 115Q: 26 clusters Score -4.481692e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 15988 members 
Mstep: Class 3 contains 20638 members 
Mstep: Class 4 contains 4977 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 21025 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 24073 members 
Mstep: Class 10 contains 16115 members 
Mstep: Class 11 contains 19752 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 7997 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32429 members 
Mstep: Class 18 contains 8700 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96021 members 
Mstep: Class 21 contains 94494 members 
Mstep: Class 22 contains 70853 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 4812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816880.000000 Penalty: 53151.980469
Iteration 116Q: 26 clusters Score -4.481688e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 15986 members 
Mstep: Class 3 contains 20642 members 
Mstep: Class 4 contains 4979 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 21041 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 24072 members 
Mstep: Class 10 contains 16087 members 
Mstep: Class 11 contains 19757 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 7996 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32422 members 
Mstep: Class 18 contains 8702 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96024 members 
Mstep: Class 21 contains 94500 members 
Mstep: Class 22 contains 70826 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 4838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816916.000000 Penalty: 53151.980469
Iteration 117Q: 26 clusters Score -4.481692e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 15983 members 
Mstep: Class 3 contains 20638 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21049 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 24072 members 
Mstep: Class 10 contains 16061 members 
Mstep: Class 11 contains 19761 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5080 members 
Mstep: Class 15 contains 7994 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32415 members 
Mstep: Class 18 contains 8703 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96028 members 
Mstep: Class 21 contains 94506 members 
Mstep: Class 22 contains 70817 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6155 members 
Mstep: Class 25 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816960.000000 Penalty: 53151.980469
Iteration 118Q: 26 clusters Score -4.481696e+07 nChanged 114
Entering ConstructFrom: 
Score: -44816960.000000 Penalty: 53151.980469
Entering ConstructFrom: 
Trying to split cluster 1 (5184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Entering Unmasked Estep 
Score: -436652.718750 Penalty: 1389.916504
	Iteration 0F: 2 clusters Score -436652.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -432622.593750 Penalty: 2779.833008
	Iteration 0F: 3 clusters Score -432622.6 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -433855.656250 Penalty: 2779.833008
	Iteration 1F: 3 clusters Score -433855.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -434159.562500 Penalty: 2779.833008
	Iteration 2F: 3 clusters Score -434159.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -434505.750000 Penalty: 2779.833008
	Iteration 3F: 3 clusters Score -434505.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -434904.468750 Penalty: 2779.833008
	Iteration 4F: 3 clusters Score -434904.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -435271.375000 Penalty: 2779.833008
	Iteration 5F: 3 clusters Score -435271.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -435594.437500 Penalty: 2779.833008
	Iteration 6F: 3 clusters Score -435594.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -435790.250000 Penalty: 2779.833008
	Iteration 7Q: 3 clusters Score -435790.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -435904.281250 Penalty: 2779.833008
	Iteration 8Q: 3 clusters Score -435904.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -435990.281250 Penalty: 2779.833008
	Iteration 9Q: 3 clusters Score -435990.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -436069.281250 Penalty: 2779.833008
	Iteration 10Q: 3 clusters Score -436069.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -436127.843750 Penalty: 2779.833008
	Iteration 11Q: 3 clusters Score -436127.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -436180.406250 Penalty: 2779.833008
	Iteration 12Q: 3 clusters Score -436180.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -436221.562500 Penalty: 2779.833008
	Iteration 13Q: 3 clusters Score -436221.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -436253.875000 Penalty: 2779.833008
	Iteration 14Q: 3 clusters Score -436253.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -436286.406250 Penalty: 2779.833008
	Iteration 15Q: 3 clusters Score -436286.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -436313.375000 Penalty: 2779.833008
	Iteration 16Q: 3 clusters Score -436313.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -436351.062500 Penalty: 2779.833008
	Iteration 17Q: 3 clusters Score -436351.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -436410.531250 Penalty: 2779.833008
	Iteration 18Q: 3 clusters Score -436410.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -436472.968750 Penalty: 2779.833008
	Iteration 19Q: 3 clusters Score -436473 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -436551.593750 Penalty: 2779.833008
	Iteration 20F: 3 clusters Score -436551.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -436626.968750 Penalty: 2779.833008
	Iteration 21Q: 3 clusters Score -436627 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -436706.312500 Penalty: 2779.833008
	Iteration 22Q: 3 clusters Score -436706.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -436776.093750 Penalty: 2779.833008
	Iteration 23Q: 3 clusters Score -436776.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -436823.562500 Penalty: 2779.833008
	Iteration 24Q: 3 clusters Score -436823.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -436848.625000 Penalty: 2779.833008
	Iteration 25Q: 3 clusters Score -436848.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -436870.781250 Penalty: 2779.833008
	Iteration 26Q: 3 clusters Score -436870.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -436887.062500 Penalty: 2779.833008
	Iteration 27Q: 3 clusters Score -436887.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -436897.250000 Penalty: 2779.833008
	Iteration 28Q: 3 clusters Score -436897.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -436909.875000 Penalty: 2779.833008
	Iteration 29Q: 3 clusters Score -436909.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -436919.656250 Penalty: 2779.833008
	Iteration 30Q: 3 clusters Score -436919.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -436926.781250 Penalty: 2779.833008
	Iteration 31Q: 3 clusters Score -436926.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -436933.562500 Penalty: 2779.833008
	Iteration 32Q: 3 clusters Score -436933.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -436937.718750 Penalty: 2779.833008
	Iteration 33Q: 3 clusters Score -436937.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -436941.187500 Penalty: 2779.833008
	Iteration 34Q: 3 clusters Score -436941.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -436945.312500 Penalty: 2779.833008
	Iteration 35Q: 3 clusters Score -436945.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -436950.031250 Penalty: 2779.833008
	Iteration 36Q: 3 clusters Score -436950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -436956.406250 Penalty: 2779.833008
	Iteration 37Q: 3 clusters Score -436956.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -436959.687500 Penalty: 2779.833008
	Iteration 38Q: 3 clusters Score -436959.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -436966.937500 Penalty: 2779.833008
	Iteration 39Q: 3 clusters Score -436966.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -436974.125000 Penalty: 2779.833008
	Iteration 40F: 3 clusters Score -436974.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -436983.937500 Penalty: 2779.833008
	Iteration 41Q: 3 clusters Score -436983.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -436990.718750 Penalty: 2779.833008
	Iteration 42Q: 3 clusters Score -436990.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -436992.312500 Penalty: 2779.833008
	Iteration 43Q: 3 clusters Score -436992.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -436993.875000 Penalty: 2779.833008
	Iteration 44Q: 3 clusters Score -436993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -436996.062500 Penalty: 2779.833008
	Iteration 45Q: 3 clusters Score -436996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -436997.187500 Penalty: 2779.833008
	Iteration 46Q: 3 clusters Score -436997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -436998.781250 Penalty: 2779.833008
	Iteration 47Q: 3 clusters Score -436998.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -436999.250000 Penalty: 2779.833008
	Iteration 48Q: 3 clusters Score -436999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -436999.500000 Penalty: 2779.833008
	Iteration 49Q: 3 clusters Score -436999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -437000.000000 Penalty: 2779.833008
	Iteration 50Q: 3 clusters Score -437000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -437000.000000 Penalty: 2779.833008
	Iteration 51F: 3 clusters Score -437000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 15981 members 
Mstep: Class 3 contains 20637 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21056 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 16027 members 
Mstep: Class 11 contains 19761 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 7994 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32406 members 
Mstep: Class 18 contains 8702 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96036 members 
Mstep: Class 21 contains 94515 members 
Mstep: Class 22 contains 70811 members 
Mstep: Class 23 contains 3981 members 
Mstep: Class 24 contains 6156 members 
Mstep: Class 25 contains 4891 members 
Mstep: Class 26 contains 3029 members 
Entering Unmasked Estep 
Score: -44816468.000000 Penalty: 55278.062500
Splitting cluster 1 changes total score from -44816960.000000 to -44816468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Entering Unmasked Estep 
Score: -1498409.375000 Penalty: 1572.862793
	Iteration 0F: 2 clusters Score -1498409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1487380.125000 Penalty: 3145.725586
	Iteration 0F: 3 clusters Score -1487380 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1491184.500000 Penalty: 3145.725586
	Iteration 1F: 3 clusters Score -1491184 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1491451.125000 Penalty: 3145.725586
	Iteration 2Q: 3 clusters Score -1491451 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1491701.000000 Penalty: 3145.725586
	Iteration 3Q: 3 clusters Score -1491701 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1491950.000000 Penalty: 3145.725586
	Iteration 4Q: 3 clusters Score -1491950 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1492193.625000 Penalty: 3145.725586
	Iteration 5Q: 3 clusters Score -1492194 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1492476.625000 Penalty: 3145.725586
	Iteration 6Q: 3 clusters Score -1492477 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1492824.125000 Penalty: 3145.725586
	Iteration 7Q: 3 clusters Score -1492824 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1493295.750000 Penalty: 3145.725586
	Iteration 8Q: 3 clusters Score -1493296 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1493848.750000 Penalty: 3145.725586
	Iteration 9F: 3 clusters Score -1493849 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1494473.375000 Penalty: 3145.725586
	Iteration 10F: 3 clusters Score -1494473 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1495184.375000 Penalty: 3145.725586
	Iteration 11F: 3 clusters Score -1495184 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1495808.625000 Penalty: 3145.725586
	Iteration 12Q: 3 clusters Score -1495809 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1496272.750000 Penalty: 3145.725586
	Iteration 13Q: 3 clusters Score -1496273 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1496568.500000 Penalty: 3145.725586
	Iteration 14Q: 3 clusters Score -1496568 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1496772.000000 Penalty: 3145.725586
	Iteration 15Q: 3 clusters Score -1496772 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1496871.750000 Penalty: 3145.725586
	Iteration 16Q: 3 clusters Score -1496872 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1496949.625000 Penalty: 3145.725586
	Iteration 17Q: 3 clusters Score -1496950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1497018.125000 Penalty: 3145.725586
	Iteration 18Q: 3 clusters Score -1497018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1497066.500000 Penalty: 3145.725586
	Iteration 19Q: 3 clusters Score -1497066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1497090.250000 Penalty: 3145.725586
	Iteration 20F: 3 clusters Score -1497090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1497101.750000 Penalty: 3145.725586
	Iteration 21Q: 3 clusters Score -1497102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1497112.125000 Penalty: 3145.725586
	Iteration 22Q: 3 clusters Score -1497112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1497115.625000 Penalty: 3145.725586
	Iteration 23Q: 3 clusters Score -1497116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1497116.125000 Penalty: 3145.725586
	Iteration 24Q: 3 clusters Score -1497116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1497116.750000 Penalty: 3145.725586
	Iteration 25Q: 3 clusters Score -1497117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1497118.500000 Penalty: 3145.725586
	Iteration 26Q: 3 clusters Score -1497118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1497117.250000 Penalty: 3145.725586
	Iteration 27Q: 3 clusters Score -1497117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1497117.500000 Penalty: 3145.725586
	Iteration 28Q: 3 clusters Score -1497118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1497117.250000 Penalty: 3145.725586
	Iteration 29Q: 3 clusters Score -1497117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1497118.875000 Penalty: 3145.725586
	Iteration 30Q: 3 clusters Score -1497119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1497118.875000 Penalty: 3145.725586
	Iteration 31F: 3 clusters Score -1497119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Entering Unmasked Estep 
Score: -1945720.750000 Penalty: 1614.411743
	Iteration 0F: 2 clusters Score -1945721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1931652.875000 Penalty: 3228.823486
	Iteration 0F: 3 clusters Score -1931653 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1936965.375000 Penalty: 3228.823486
	Iteration 1F: 3 clusters Score -1936965 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1937432.750000 Penalty: 3228.823486
	Iteration 2F: 3 clusters Score -1937433 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1937948.875000 Penalty: 3228.823486
	Iteration 3F: 3 clusters Score -1937949 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1938633.625000 Penalty: 3228.823486
	Iteration 4F: 3 clusters Score -1938634 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1939575.750000 Penalty: 3228.823486
	Iteration 5F: 3 clusters Score -1939576 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1940736.750000 Penalty: 3228.823486
	Iteration 6F: 3 clusters Score -1940737 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1941941.750000 Penalty: 3228.823486
	Iteration 7F: 3 clusters Score -1941942 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1942861.250000 Penalty: 3228.823486
	Iteration 8F: 3 clusters Score -1942861 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1943453.375000 Penalty: 3228.823486
	Iteration 9Q: 3 clusters Score -1943453 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1943826.000000 Penalty: 3228.823486
	Iteration 10Q: 3 clusters Score -1943826 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1944041.625000 Penalty: 3228.823486
	Iteration 11Q: 3 clusters Score -1944042 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1944160.000000 Penalty: 3228.823486
	Iteration 12Q: 3 clusters Score -1944160 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1944227.125000 Penalty: 3228.823486
	Iteration 13Q: 3 clusters Score -1944227 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1944300.875000 Penalty: 3228.823486
	Iteration 14Q: 3 clusters Score -1944301 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1944357.625000 Penalty: 3228.823486
	Iteration 15Q: 3 clusters Score -1944358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1944395.375000 Penalty: 3228.823486
	Iteration 16Q: 3 clusters Score -1944395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1944424.500000 Penalty: 3228.823486
	Iteration 17Q: 3 clusters Score -1944424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1944439.000000 Penalty: 3228.823486
	Iteration 18Q: 3 clusters Score -1944439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1944472.375000 Penalty: 3228.823486
	Iteration 19Q: 3 clusters Score -1944472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1944497.750000 Penalty: 3228.823486
	Iteration 20F: 3 clusters Score -1944498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1944506.250000 Penalty: 3228.823486
	Iteration 21Q: 3 clusters Score -1944506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1944518.000000 Penalty: 3228.823486
	Iteration 22Q: 3 clusters Score -1944518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1944531.000000 Penalty: 3228.823486
	Iteration 23Q: 3 clusters Score -1944531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1944548.125000 Penalty: 3228.823486
	Iteration 24Q: 3 clusters Score -1944548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1944562.875000 Penalty: 3228.823486
	Iteration 25Q: 3 clusters Score -1944563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1944571.250000 Penalty: 3228.823486
	Iteration 26Q: 3 clusters Score -1944571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1944579.625000 Penalty: 3228.823486
	Iteration 27Q: 3 clusters Score -1944580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1944586.125000 Penalty: 3228.823486
	Iteration 28Q: 3 clusters Score -1944586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1944588.875000 Penalty: 3228.823486
	Iteration 29Q: 3 clusters Score -1944589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1944595.625000 Penalty: 3228.823486
	Iteration 30Q: 3 clusters Score -1944596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1944599.625000 Penalty: 3228.823486
	Iteration 31Q: 3 clusters Score -1944600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1944607.000000 Penalty: 3228.823486
	Iteration 32Q: 3 clusters Score -1944607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1944613.875000 Penalty: 3228.823486
	Iteration 33Q: 3 clusters Score -1944614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1944616.000000 Penalty: 3228.823486
	Iteration 34Q: 3 clusters Score -1944616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1944621.125000 Penalty: 3228.823486
	Iteration 35Q: 3 clusters Score -1944621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1944627.625000 Penalty: 3228.823486
	Iteration 36Q: 3 clusters Score -1944628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1944629.875000 Penalty: 3228.823486
	Iteration 37Q: 3 clusters Score -1944630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1944636.000000 Penalty: 3228.823486
	Iteration 38Q: 3 clusters Score -1944636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1944638.875000 Penalty: 3228.823486
	Iteration 39Q: 3 clusters Score -1944639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1944647.000000 Penalty: 3228.823486
	Iteration 40F: 3 clusters Score -1944647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1944654.625000 Penalty: 3228.823486
	Iteration 41Q: 3 clusters Score -1944655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1944654.375000 Penalty: 3228.823486
	Iteration 42Q: 3 clusters Score -1944654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1944660.250000 Penalty: 3228.823486
	Iteration 43Q: 3 clusters Score -1944660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1944667.125000 Penalty: 3228.823486
	Iteration 44Q: 3 clusters Score -1944667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1944666.750000 Penalty: 3228.823486
	Iteration 45Q: 3 clusters Score -1944667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1944667.375000 Penalty: 3228.823486
	Iteration 46Q: 3 clusters Score -1944667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1944668.875000 Penalty: 3228.823486
	Iteration 47Q: 3 clusters Score -1944669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1944671.125000 Penalty: 3228.823486
	Iteration 48Q: 3 clusters Score -1944671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1944676.875000 Penalty: 3228.823486
	Iteration 49Q: 3 clusters Score -1944677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1944674.250000 Penalty: 3228.823486
	Iteration 50Q: 3 clusters Score -1944674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1944680.750000 Penalty: 3228.823486
	Iteration 51Q: 3 clusters Score -1944681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1944684.375000 Penalty: 3228.823486
	Iteration 52Q: 3 clusters Score -1944684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1944684.125000 Penalty: 3228.823486
	Iteration 53Q: 3 clusters Score -1944684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1944683.500000 Penalty: 3228.823486
	Iteration 54Q: 3 clusters Score -1944684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1944684.375000 Penalty: 3228.823486
	Iteration 55Q: 3 clusters Score -1944684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1944686.000000 Penalty: 3228.823486
	Iteration 56Q: 3 clusters Score -1944686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1944688.250000 Penalty: 3228.823486
	Iteration 57Q: 3 clusters Score -1944688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1944688.250000 Penalty: 3228.823486
	Iteration 58F: 3 clusters Score -1944688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Entering Unmasked Estep 
Score: -485126.000000 Penalty: 1383.490479
	Iteration 0F: 2 clusters Score -485126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -481158.656250 Penalty: 2766.980957
	Iteration 0F: 3 clusters Score -481158.7 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -482243.812500 Penalty: 2766.980957
	Iteration 1F: 3 clusters Score -482243.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -482398.562500 Penalty: 2766.980957
	Iteration 2F: 3 clusters Score -482398.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -482511.843750 Penalty: 2766.980957
	Iteration 3Q: 3 clusters Score -482511.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -482617.750000 Penalty: 2766.980957
	Iteration 4Q: 3 clusters Score -482617.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -482714.031250 Penalty: 2766.980957
	Iteration 5Q: 3 clusters Score -482714 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -482787.312500 Penalty: 2766.980957
	Iteration 6Q: 3 clusters Score -482787.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -482841.687500 Penalty: 2766.980957
	Iteration 7Q: 3 clusters Score -482841.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -482897.593750 Penalty: 2766.980957
	Iteration 8Q: 3 clusters Score -482897.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -482958.093750 Penalty: 2766.980957
	Iteration 9Q: 3 clusters Score -482958.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -483026.406250 Penalty: 2766.980957
	Iteration 10Q: 3 clusters Score -483026.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -483102.312500 Penalty: 2766.980957
	Iteration 11Q: 3 clusters Score -483102.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -483186.187500 Penalty: 2766.980957
	Iteration 12Q: 3 clusters Score -483186.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -483284.937500 Penalty: 2766.980957
	Iteration 13Q: 3 clusters Score -483284.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -483402.000000 Penalty: 2766.980957
	Iteration 14Q: 3 clusters Score -483402 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -483526.000000 Penalty: 2766.980957
	Iteration 15Q: 3 clusters Score -483526 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -483635.562500 Penalty: 2766.980957
	Iteration 16Q: 3 clusters Score -483635.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -483696.187500 Penalty: 2766.980957
	Iteration 17Q: 3 clusters Score -483696.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -483737.343750 Penalty: 2766.980957
	Iteration 18Q: 3 clusters Score -483737.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -483775.593750 Penalty: 2766.980957
	Iteration 19Q: 3 clusters Score -483775.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -483808.500000 Penalty: 2766.980957
	Iteration 20F: 3 clusters Score -483808.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -483838.093750 Penalty: 2766.980957
	Iteration 21Q: 3 clusters Score -483838.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -483855.812500 Penalty: 2766.980957
	Iteration 22Q: 3 clusters Score -483855.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -483872.718750 Penalty: 2766.980957
	Iteration 23Q: 3 clusters Score -483872.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -483880.656250 Penalty: 2766.980957
	Iteration 24Q: 3 clusters Score -483880.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -483888.968750 Penalty: 2766.980957
	Iteration 25Q: 3 clusters Score -483889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -483897.156250 Penalty: 2766.980957
	Iteration 26Q: 3 clusters Score -483897.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -483903.468750 Penalty: 2766.980957
	Iteration 27Q: 3 clusters Score -483903.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -483908.406250 Penalty: 2766.980957
	Iteration 28Q: 3 clusters Score -483908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -483911.937500 Penalty: 2766.980957
	Iteration 29Q: 3 clusters Score -483911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -483914.500000 Penalty: 2766.980957
	Iteration 30Q: 3 clusters Score -483914.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -483916.031250 Penalty: 2766.980957
	Iteration 31Q: 3 clusters Score -483916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -483916.406250 Penalty: 2766.980957
	Iteration 32Q: 3 clusters Score -483916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -483919.781250 Penalty: 2766.980957
	Iteration 33Q: 3 clusters Score -483919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -483923.062500 Penalty: 2766.980957
	Iteration 34Q: 3 clusters Score -483923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -483925.656250 Penalty: 2766.980957
	Iteration 35Q: 3 clusters Score -483925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -483926.875000 Penalty: 2766.980957
	Iteration 36Q: 3 clusters Score -483926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -483927.812500 Penalty: 2766.980957
	Iteration 37Q: 3 clusters Score -483927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -483927.406250 Penalty: 2766.980957
	Iteration 38Q: 3 clusters Score -483927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -483928.312500 Penalty: 2766.980957
	Iteration 39Q: 3 clusters Score -483928.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -483928.750000 Penalty: 2766.980957
	Iteration 40F: 3 clusters Score -483928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -483929.187500 Penalty: 2766.980957
	Iteration 41Q: 3 clusters Score -483929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -483929.312500 Penalty: 2766.980957
	Iteration 42Q: 3 clusters Score -483929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -483930.750000 Penalty: 2766.980957
	Iteration 43Q: 3 clusters Score -483930.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -483933.218750 Penalty: 2766.980957
	Iteration 44Q: 3 clusters Score -483933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -483933.718750 Penalty: 2766.980957
	Iteration 45Q: 3 clusters Score -483933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -483934.218750 Penalty: 2766.980957
	Iteration 46Q: 3 clusters Score -483934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -483934.218750 Penalty: 2766.980957
	Iteration 47F: 3 clusters Score -483934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -229037.718750 Penalty: 1265.786377
	Iteration 0F: 2 clusters Score -229037.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -226661.921875 Penalty: 2531.572754
	Iteration 0F: 3 clusters Score -226661.9 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -227188.125000 Penalty: 2531.572754
	Iteration 1F: 3 clusters Score -227188.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -227327.390625 Penalty: 2531.572754
	Iteration 2F: 3 clusters Score -227327.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -227394.312500 Penalty: 2531.572754
	Iteration 3Q: 3 clusters Score -227394.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -227446.156250 Penalty: 2531.572754
	Iteration 4Q: 3 clusters Score -227446.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -227479.671875 Penalty: 2531.572754
	Iteration 5Q: 3 clusters Score -227479.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -227510.343750 Penalty: 2531.572754
	Iteration 6Q: 3 clusters Score -227510.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -227537.265625 Penalty: 2531.572754
	Iteration 7Q: 3 clusters Score -227537.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -227560.921875 Penalty: 2531.572754
	Iteration 8Q: 3 clusters Score -227560.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -227580.609375 Penalty: 2531.572754
	Iteration 9Q: 3 clusters Score -227580.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -227601.921875 Penalty: 2531.572754
	Iteration 10Q: 3 clusters Score -227601.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -227624.343750 Penalty: 2531.572754
	Iteration 11Q: 3 clusters Score -227624.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -227645.796875 Penalty: 2531.572754
	Iteration 12Q: 3 clusters Score -227645.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -227662.828125 Penalty: 2531.572754
	Iteration 13Q: 3 clusters Score -227662.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -227681.656250 Penalty: 2531.572754
	Iteration 14Q: 3 clusters Score -227681.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -227697.781250 Penalty: 2531.572754
	Iteration 15Q: 3 clusters Score -227697.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -227711.703125 Penalty: 2531.572754
	Iteration 16Q: 3 clusters Score -227711.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -227727.156250 Penalty: 2531.572754
	Iteration 17Q: 3 clusters Score -227727.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -227741.609375 Penalty: 2531.572754
	Iteration 18Q: 3 clusters Score -227741.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -227760.218750 Penalty: 2531.572754
	Iteration 19Q: 3 clusters Score -227760.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -227777.718750 Penalty: 2531.572754
	Iteration 20F: 3 clusters Score -227777.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -227796.375000 Penalty: 2531.572754
	Iteration 21Q: 3 clusters Score -227796.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -227813.343750 Penalty: 2531.572754
	Iteration 22Q: 3 clusters Score -227813.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -227829.000000 Penalty: 2531.572754
	Iteration 23Q: 3 clusters Score -227829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -227844.218750 Penalty: 2531.572754
	Iteration 24Q: 3 clusters Score -227844.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -227859.109375 Penalty: 2531.572754
	Iteration 25Q: 3 clusters Score -227859.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -227884.203125 Penalty: 2531.572754
	Iteration 26Q: 3 clusters Score -227884.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -227910.906250 Penalty: 2531.572754
	Iteration 27Q: 3 clusters Score -227910.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -227935.406250 Penalty: 2531.572754
	Iteration 28Q: 3 clusters Score -227935.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -227958.281250 Penalty: 2531.572754
	Iteration 29Q: 3 clusters Score -227958.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -227972.640625 Penalty: 2531.572754
	Iteration 30Q: 3 clusters Score -227972.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -227991.859375 Penalty: 2531.572754
	Iteration 31Q: 3 clusters Score -227991.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -228014.609375 Penalty: 2531.572754
	Iteration 32Q: 3 clusters Score -228014.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -228035.000000 Penalty: 2531.572754
	Iteration 33Q: 3 clusters Score -228035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -228052.484375 Penalty: 2531.572754
	Iteration 34Q: 3 clusters Score -228052.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -228064.828125 Penalty: 2531.572754
	Iteration 35Q: 3 clusters Score -228064.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -228080.093750 Penalty: 2531.572754
	Iteration 36Q: 3 clusters Score -228080.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -228091.406250 Penalty: 2531.572754
	Iteration 37Q: 3 clusters Score -228091.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -228101.781250 Penalty: 2531.572754
	Iteration 38Q: 3 clusters Score -228101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -228108.312500 Penalty: 2531.572754
	Iteration 39Q: 3 clusters Score -228108.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -228114.343750 Penalty: 2531.572754
	Iteration 40F: 3 clusters Score -228114.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -228118.781250 Penalty: 2531.572754
	Iteration 41Q: 3 clusters Score -228118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -228122.656250 Penalty: 2531.572754
	Iteration 42Q: 3 clusters Score -228122.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -228125.593750 Penalty: 2531.572754
	Iteration 43Q: 3 clusters Score -228125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -228129.562500 Penalty: 2531.572754
	Iteration 44Q: 3 clusters Score -228129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -228130.046875 Penalty: 2531.572754
	Iteration 45Q: 3 clusters Score -228130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -228132.343750 Penalty: 2531.572754
	Iteration 46Q: 3 clusters Score -228132.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -228136.062500 Penalty: 2531.572754
	Iteration 47Q: 3 clusters Score -228136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -228137.890625 Penalty: 2531.572754
	Iteration 48Q: 3 clusters Score -228137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -228138.718750 Penalty: 2531.572754
	Iteration 49Q: 3 clusters Score -228138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -228140.328125 Penalty: 2531.572754
	Iteration 50Q: 3 clusters Score -228140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -228142.734375 Penalty: 2531.572754
	Iteration 51Q: 3 clusters Score -228142.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -228144.000000 Penalty: 2531.572754
	Iteration 52Q: 3 clusters Score -228144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -228145.234375 Penalty: 2531.572754
	Iteration 53Q: 3 clusters Score -228145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -228147.734375 Penalty: 2531.572754
	Iteration 54Q: 3 clusters Score -228147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -228149.687500 Penalty: 2531.572754
	Iteration 55Q: 3 clusters Score -228149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -228150.796875 Penalty: 2531.572754
	Iteration 56Q: 3 clusters Score -228150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -228152.234375 Penalty: 2531.572754
	Iteration 57Q: 3 clusters Score -228152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -228153.531250 Penalty: 2531.572754
	Iteration 58Q: 3 clusters Score -228153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -228154.421875 Penalty: 2531.572754
	Iteration 59Q: 3 clusters Score -228154.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -228154.421875 Penalty: 2531.572754
	Iteration 60F: 3 clusters Score -228154.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Entering Unmasked Estep 
Score: -2038855.625000 Penalty: 1617.677856
	Iteration 0F: 2 clusters Score -2038856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2024498.750000 Penalty: 3235.355713
	Iteration 0F: 3 clusters Score -2024499 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2029856.875000 Penalty: 3235.355713
	Iteration 1F: 3 clusters Score -2029857 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2030266.875000 Penalty: 3235.355713
	Iteration 2F: 3 clusters Score -2030267 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2030650.750000 Penalty: 3235.355713
	Iteration 3Q: 3 clusters Score -2030651 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2031105.875000 Penalty: 3235.355713
	Iteration 4Q: 3 clusters Score -2031106 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2031635.625000 Penalty: 3235.355713
	Iteration 5Q: 3 clusters Score -2031636 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2032274.750000 Penalty: 3235.355713
	Iteration 6F: 3 clusters Score -2032275 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2033015.250000 Penalty: 3235.355713
	Iteration 7F: 3 clusters Score -2033015 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2033743.500000 Penalty: 3235.355713
	Iteration 8F: 3 clusters Score -2033744 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2034442.000000 Penalty: 3235.355713
	Iteration 9Q: 3 clusters Score -2034442 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2035042.000000 Penalty: 3235.355713
	Iteration 10Q: 3 clusters Score -2035042 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2035495.375000 Penalty: 3235.355713
	Iteration 11Q: 3 clusters Score -2035495 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2035879.500000 Penalty: 3235.355713
	Iteration 12Q: 3 clusters Score -2035880 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2036200.750000 Penalty: 3235.355713
	Iteration 13Q: 3 clusters Score -2036201 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2036478.000000 Penalty: 3235.355713
	Iteration 14Q: 3 clusters Score -2036478 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2036661.375000 Penalty: 3235.355713
	Iteration 15Q: 3 clusters Score -2036661 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2036815.375000 Penalty: 3235.355713
	Iteration 16Q: 3 clusters Score -2036815 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2036937.750000 Penalty: 3235.355713
	Iteration 17Q: 3 clusters Score -2036938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2037041.375000 Penalty: 3235.355713
	Iteration 18Q: 3 clusters Score -2037041 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2037131.250000 Penalty: 3235.355713
	Iteration 19Q: 3 clusters Score -2037131 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2037202.625000 Penalty: 3235.355713
	Iteration 20F: 3 clusters Score -2037203 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2037260.250000 Penalty: 3235.355713
	Iteration 21Q: 3 clusters Score -2037260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2037311.500000 Penalty: 3235.355713
	Iteration 22Q: 3 clusters Score -2037312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2037356.875000 Penalty: 3235.355713
	Iteration 23Q: 3 clusters Score -2037357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2037384.500000 Penalty: 3235.355713
	Iteration 24Q: 3 clusters Score -2037384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2037403.875000 Penalty: 3235.355713
	Iteration 25Q: 3 clusters Score -2037404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2037414.125000 Penalty: 3235.355713
	Iteration 26Q: 3 clusters Score -2037414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2037419.500000 Penalty: 3235.355713
	Iteration 27Q: 3 clusters Score -2037420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2037426.500000 Penalty: 3235.355713
	Iteration 28Q: 3 clusters Score -2037426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2037438.750000 Penalty: 3235.355713
	Iteration 29Q: 3 clusters Score -2037439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2037446.875000 Penalty: 3235.355713
	Iteration 30Q: 3 clusters Score -2037447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2037458.000000 Penalty: 3235.355713
	Iteration 31Q: 3 clusters Score -2037458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2037465.875000 Penalty: 3235.355713
	Iteration 32Q: 3 clusters Score -2037466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2037471.750000 Penalty: 3235.355713
	Iteration 33Q: 3 clusters Score -2037472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2037474.750000 Penalty: 3235.355713
	Iteration 34Q: 3 clusters Score -2037475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2037476.625000 Penalty: 3235.355713
	Iteration 35Q: 3 clusters Score -2037477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2037478.750000 Penalty: 3235.355713
	Iteration 36Q: 3 clusters Score -2037479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2037479.000000 Penalty: 3235.355713
	Iteration 37Q: 3 clusters Score -2037479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2037483.250000 Penalty: 3235.355713
	Iteration 38Q: 3 clusters Score -2037483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2037487.500000 Penalty: 3235.355713
	Iteration 39Q: 3 clusters Score -2037488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2037490.750000 Penalty: 3235.355713
	Iteration 40F: 3 clusters Score -2037491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2037498.375000 Penalty: 3235.355713
	Iteration 41Q: 3 clusters Score -2037498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2037505.250000 Penalty: 3235.355713
	Iteration 42Q: 3 clusters Score -2037505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2037505.375000 Penalty: 3235.355713
	Iteration 43Q: 3 clusters Score -2037505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2037507.375000 Penalty: 3235.355713
	Iteration 44Q: 3 clusters Score -2037507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2037507.375000 Penalty: 3235.355713
	Iteration 45F: 3 clusters Score -2037507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -156124.734375 Penalty: 1211.485962
	Iteration 0F: 2 clusters Score -156124.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -154216.171875 Penalty: 2422.971924
	Iteration 0F: 3 clusters Score -154216.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -154585.156250 Penalty: 2422.971924
	Iteration 1F: 3 clusters Score -154585.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -154668.046875 Penalty: 2422.971924
	Iteration 2F: 3 clusters Score -154668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -154732.781250 Penalty: 2422.971924
	Iteration 3Q: 3 clusters Score -154732.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -154786.500000 Penalty: 2422.971924
	Iteration 4Q: 3 clusters Score -154786.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -154847.406250 Penalty: 2422.971924
	Iteration 5Q: 3 clusters Score -154847.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -154900.890625 Penalty: 2422.971924
	Iteration 6Q: 3 clusters Score -154900.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -154939.875000 Penalty: 2422.971924
	Iteration 7Q: 3 clusters Score -154939.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -154970.515625 Penalty: 2422.971924
	Iteration 8Q: 3 clusters Score -154970.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -154998.453125 Penalty: 2422.971924
	Iteration 9Q: 3 clusters Score -154998.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -155037.937500 Penalty: 2422.971924
	Iteration 10Q: 3 clusters Score -155037.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -155072.421875 Penalty: 2422.971924
	Iteration 11Q: 3 clusters Score -155072.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -155098.546875 Penalty: 2422.971924
	Iteration 12Q: 3 clusters Score -155098.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -155131.671875 Penalty: 2422.971924
	Iteration 13Q: 3 clusters Score -155131.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -155158.578125 Penalty: 2422.971924
	Iteration 14Q: 3 clusters Score -155158.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -155181.781250 Penalty: 2422.971924
	Iteration 15Q: 3 clusters Score -155181.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -155202.125000 Penalty: 2422.971924
	Iteration 16Q: 3 clusters Score -155202.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -155220.281250 Penalty: 2422.971924
	Iteration 17Q: 3 clusters Score -155220.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -155234.328125 Penalty: 2422.971924
	Iteration 18Q: 3 clusters Score -155234.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -155251.187500 Penalty: 2422.971924
	Iteration 19Q: 3 clusters Score -155251.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -155272.687500 Penalty: 2422.971924
	Iteration 20F: 3 clusters Score -155272.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -155295.703125 Penalty: 2422.971924
	Iteration 21Q: 3 clusters Score -155295.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -155326.218750 Penalty: 2422.971924
	Iteration 22Q: 3 clusters Score -155326.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -155367.578125 Penalty: 2422.971924
	Iteration 23Q: 3 clusters Score -155367.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -155418.531250 Penalty: 2422.971924
	Iteration 24Q: 3 clusters Score -155418.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -155492.187500 Penalty: 2422.971924
	Iteration 25Q: 3 clusters Score -155492.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -155562.421875 Penalty: 2422.971924
	Iteration 26Q: 3 clusters Score -155562.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -155606.203125 Penalty: 2422.971924
	Iteration 27Q: 3 clusters Score -155606.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -155636.156250 Penalty: 2422.971924
	Iteration 28Q: 3 clusters Score -155636.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -155666.031250 Penalty: 2422.971924
	Iteration 29Q: 3 clusters Score -155666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -155680.437500 Penalty: 2422.971924
	Iteration 30Q: 3 clusters Score -155680.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -155689.375000 Penalty: 2422.971924
	Iteration 31Q: 3 clusters Score -155689.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -155695.109375 Penalty: 2422.971924
	Iteration 32Q: 3 clusters Score -155695.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -155698.031250 Penalty: 2422.971924
	Iteration 33Q: 3 clusters Score -155698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -155698.812500 Penalty: 2422.971924
	Iteration 34Q: 3 clusters Score -155698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -155700.156250 Penalty: 2422.971924
	Iteration 35Q: 3 clusters Score -155700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -155701.703125 Penalty: 2422.971924
	Iteration 36Q: 3 clusters Score -155701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -155702.312500 Penalty: 2422.971924
	Iteration 37Q: 3 clusters Score -155702.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -155703.453125 Penalty: 2422.971924
	Iteration 38Q: 3 clusters Score -155703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -155703.453125 Penalty: 2422.971924
	Iteration 39F: 3 clusters Score -155703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -106731.156250 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -106731.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -105170.265625 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -105170.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105488.648438 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -105488.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105592.601562 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -105592.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -105652.515625 Penalty: 2297.709229
	Iteration 3F: 3 clusters Score -105652.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -105696.687500 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -105696.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -105739.921875 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -105739.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -105766.695312 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -105766.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105792.921875 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -105792.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -105823.937500 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -105823.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -105853.460938 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -105853.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -105875.781250 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -105875.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -105893.539062 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -105893.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -105907.515625 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -105907.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -105921.218750 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -105921.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -105935.375000 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -105935.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -105944.156250 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -105944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -105945.789062 Penalty: 2297.709229
	Iteration 16Q: 3 clusters Score -105945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -105947.179688 Penalty: 2297.709229
	Iteration 17Q: 3 clusters Score -105947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -105947.539062 Penalty: 2297.709229
	Iteration 18Q: 3 clusters Score -105947.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -105947.992188 Penalty: 2297.709229
	Iteration 19Q: 3 clusters Score -105948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -105949.109375 Penalty: 2297.709229
	Iteration 20F: 3 clusters Score -105949.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -105951.796875 Penalty: 2297.709229
	Iteration 21Q: 3 clusters Score -105951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -105952.375000 Penalty: 2297.709229
	Iteration 22Q: 3 clusters Score -105952.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -105952.375000 Penalty: 2297.709229
	Iteration 23F: 3 clusters Score -105952.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Entering Unmasked Estep 
Score: -2338586.250000 Penalty: 1639.457764
	Iteration 0F: 2 clusters Score -2338586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2322209.000000 Penalty: 3278.915527
	Iteration 0F: 3 clusters Score -2322209 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2328290.000000 Penalty: 3278.915527
	Iteration 1F: 3 clusters Score -2328290 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2328607.250000 Penalty: 3278.915527
	Iteration 2Q: 3 clusters Score -2328607 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2328923.500000 Penalty: 3278.915527
	Iteration 3Q: 3 clusters Score -2328924 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2329317.000000 Penalty: 3278.915527
	Iteration 4Q: 3 clusters Score -2329317 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2329946.750000 Penalty: 3278.915527
	Iteration 5F: 3 clusters Score -2329947 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2331004.500000 Penalty: 3278.915527
	Iteration 6F: 3 clusters Score -2331004 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2332531.250000 Penalty: 3278.915527
	Iteration 7F: 3 clusters Score -2332531 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2334191.000000 Penalty: 3278.915527
	Iteration 8F: 3 clusters Score -2334191 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2335528.500000 Penalty: 3278.915527
	Iteration 9F: 3 clusters Score -2335528 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2336352.750000 Penalty: 3278.915527
	Iteration 10Q: 3 clusters Score -2336353 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2336748.000000 Penalty: 3278.915527
	Iteration 11Q: 3 clusters Score -2336748 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2336952.750000 Penalty: 3278.915527
	Iteration 12Q: 3 clusters Score -2336953 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2337052.750000 Penalty: 3278.915527
	Iteration 13Q: 3 clusters Score -2337053 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -2337126.500000 Penalty: 3278.915527
	Iteration 14Q: 3 clusters Score -2337126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2337175.500000 Penalty: 3278.915527
	Iteration 15Q: 3 clusters Score -2337176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2337216.750000 Penalty: 3278.915527
	Iteration 16Q: 3 clusters Score -2337217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -2337238.750000 Penalty: 3278.915527
	Iteration 17Q: 3 clusters Score -2337239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2337255.250000 Penalty: 3278.915527
	Iteration 18Q: 3 clusters Score -2337255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2337269.250000 Penalty: 3278.915527
	Iteration 19Q: 3 clusters Score -2337269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -2337270.500000 Penalty: 3278.915527
	Iteration 20F: 3 clusters Score -2337270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2337276.750000 Penalty: 3278.915527
	Iteration 21Q: 3 clusters Score -2337277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -2337277.000000 Penalty: 3278.915527
	Iteration 22Q: 3 clusters Score -2337277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -2337276.500000 Penalty: 3278.915527
	Iteration 23Q: 3 clusters Score -2337276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -2337276.500000 Penalty: 3278.915527
	Iteration 24F: 3 clusters Score -2337276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Entering Unmasked Estep 
Score: -1543132.625000 Penalty: 1573.329834
	Iteration 0F: 2 clusters Score -1543133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1532068.375000 Penalty: 3146.659668
	Iteration 0F: 3 clusters Score -1532068 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1535797.125000 Penalty: 3146.659668
	Iteration 1F: 3 clusters Score -1535797 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1536107.875000 Penalty: 3146.659668
	Iteration 2F: 3 clusters Score -1536108 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1536364.625000 Penalty: 3146.659668
	Iteration 3Q: 3 clusters Score -1536365 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1536606.000000 Penalty: 3146.659668
	Iteration 4Q: 3 clusters Score -1536606 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1536861.125000 Penalty: 3146.659668
	Iteration 5Q: 3 clusters Score -1536861 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1537194.375000 Penalty: 3146.659668
	Iteration 6Q: 3 clusters Score -1537194 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1537637.250000 Penalty: 3146.659668
	Iteration 7Q: 3 clusters Score -1537637 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1538195.625000 Penalty: 3146.659668
	Iteration 8Q: 3 clusters Score -1538196 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1538815.000000 Penalty: 3146.659668
	Iteration 9Q: 3 clusters Score -1538815 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1539396.750000 Penalty: 3146.659668
	Iteration 10Q: 3 clusters Score -1539397 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1539887.500000 Penalty: 3146.659668
	Iteration 11Q: 3 clusters Score -1539888 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1540268.250000 Penalty: 3146.659668
	Iteration 12Q: 3 clusters Score -1540268 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1540540.625000 Penalty: 3146.659668
	Iteration 13Q: 3 clusters Score -1540541 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1540726.125000 Penalty: 3146.659668
	Iteration 14Q: 3 clusters Score -1540726 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1540863.125000 Penalty: 3146.659668
	Iteration 15Q: 3 clusters Score -1540863 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1540973.500000 Penalty: 3146.659668
	Iteration 16Q: 3 clusters Score -1540974 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1541084.375000 Penalty: 3146.659668
	Iteration 17Q: 3 clusters Score -1541084 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1541176.625000 Penalty: 3146.659668
	Iteration 18Q: 3 clusters Score -1541177 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1541250.375000 Penalty: 3146.659668
	Iteration 19Q: 3 clusters Score -1541250 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1541312.875000 Penalty: 3146.659668
	Iteration 20F: 3 clusters Score -1541313 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1541376.875000 Penalty: 3146.659668
	Iteration 21Q: 3 clusters Score -1541377 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1541441.625000 Penalty: 3146.659668
	Iteration 22Q: 3 clusters Score -1541442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1541492.750000 Penalty: 3146.659668
	Iteration 23Q: 3 clusters Score -1541493 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1541534.750000 Penalty: 3146.659668
	Iteration 24Q: 3 clusters Score -1541535 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1541573.375000 Penalty: 3146.659668
	Iteration 25Q: 3 clusters Score -1541573 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1541600.875000 Penalty: 3146.659668
	Iteration 26Q: 3 clusters Score -1541601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1541615.625000 Penalty: 3146.659668
	Iteration 27Q: 3 clusters Score -1541616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1541627.375000 Penalty: 3146.659668
	Iteration 28Q: 3 clusters Score -1541627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1541645.500000 Penalty: 3146.659668
	Iteration 29Q: 3 clusters Score -1541646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1541658.125000 Penalty: 3146.659668
	Iteration 30Q: 3 clusters Score -1541658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1541672.000000 Penalty: 3146.659668
	Iteration 31Q: 3 clusters Score -1541672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1541690.500000 Penalty: 3146.659668
	Iteration 32Q: 3 clusters Score -1541690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1541702.750000 Penalty: 3146.659668
	Iteration 33Q: 3 clusters Score -1541703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1541719.875000 Penalty: 3146.659668
	Iteration 34Q: 3 clusters Score -1541720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1541726.750000 Penalty: 3146.659668
	Iteration 35Q: 3 clusters Score -1541727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1541732.625000 Penalty: 3146.659668
	Iteration 36Q: 3 clusters Score -1541733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1541737.500000 Penalty: 3146.659668
	Iteration 37Q: 3 clusters Score -1541738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1541738.750000 Penalty: 3146.659668
	Iteration 38Q: 3 clusters Score -1541739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1541743.875000 Penalty: 3146.659668
	Iteration 39Q: 3 clusters Score -1541744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1541751.875000 Penalty: 3146.659668
	Iteration 40F: 3 clusters Score -1541752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1541761.875000 Penalty: 3146.659668
	Iteration 41Q: 3 clusters Score -1541762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1541772.000000 Penalty: 3146.659668
	Iteration 42Q: 3 clusters Score -1541772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1541780.000000 Penalty: 3146.659668
	Iteration 43Q: 3 clusters Score -1541780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1541787.875000 Penalty: 3146.659668
	Iteration 44Q: 3 clusters Score -1541788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1541795.750000 Penalty: 3146.659668
	Iteration 45Q: 3 clusters Score -1541796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1541809.250000 Penalty: 3146.659668
	Iteration 46Q: 3 clusters Score -1541809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1541819.000000 Penalty: 3146.659668
	Iteration 47Q: 3 clusters Score -1541819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1541823.000000 Penalty: 3146.659668
	Iteration 48Q: 3 clusters Score -1541823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1541825.375000 Penalty: 3146.659668
	Iteration 49Q: 3 clusters Score -1541825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1541824.875000 Penalty: 3146.659668
	Iteration 50Q: 3 clusters Score -1541825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1541827.750000 Penalty: 3146.659668
	Iteration 51Q: 3 clusters Score -1541828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1541826.125000 Penalty: 3146.659668
	Iteration 52Q: 3 clusters Score -1541826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1541827.875000 Penalty: 3146.659668
	Iteration 53Q: 3 clusters Score -1541828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1541828.125000 Penalty: 3146.659668
	Iteration 54Q: 3 clusters Score -1541828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1541828.125000 Penalty: 3146.659668
	Iteration 55F: 3 clusters Score -1541828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Entering Unmasked Estep 
Score: -1913866.375000 Penalty: 1607.363037
	Iteration 0F: 2 clusters Score -1913866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1900270.875000 Penalty: 3214.726074
	Iteration 0F: 3 clusters Score -1900271 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1905372.625000 Penalty: 3214.726074
	Iteration 1F: 3 clusters Score -1905373 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1905844.375000 Penalty: 3214.726074
	Iteration 2F: 3 clusters Score -1905844 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1906350.000000 Penalty: 3214.726074
	Iteration 3F: 3 clusters Score -1906350 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1906952.125000 Penalty: 3214.726074
	Iteration 4F: 3 clusters Score -1906952 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1907690.500000 Penalty: 3214.726074
	Iteration 5F: 3 clusters Score -1907690 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1908510.125000 Penalty: 3214.726074
	Iteration 6F: 3 clusters Score -1908510 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1909366.500000 Penalty: 3214.726074
	Iteration 7F: 3 clusters Score -1909366 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1910229.875000 Penalty: 3214.726074
	Iteration 8F: 3 clusters Score -1910230 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1911003.250000 Penalty: 3214.726074
	Iteration 9Q: 3 clusters Score -1911003 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1911496.875000 Penalty: 3214.726074
	Iteration 10Q: 3 clusters Score -1911497 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1911791.125000 Penalty: 3214.726074
	Iteration 11Q: 3 clusters Score -1911791 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1912003.500000 Penalty: 3214.726074
	Iteration 12Q: 3 clusters Score -1912004 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1912140.375000 Penalty: 3214.726074
	Iteration 13Q: 3 clusters Score -1912140 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1912256.250000 Penalty: 3214.726074
	Iteration 14Q: 3 clusters Score -1912256 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1912327.125000 Penalty: 3214.726074
	Iteration 15Q: 3 clusters Score -1912327 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1912371.125000 Penalty: 3214.726074
	Iteration 16Q: 3 clusters Score -1912371 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1912393.500000 Penalty: 3214.726074
	Iteration 17Q: 3 clusters Score -1912394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1912409.000000 Penalty: 3214.726074
	Iteration 18Q: 3 clusters Score -1912409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1912420.750000 Penalty: 3214.726074
	Iteration 19Q: 3 clusters Score -1912421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1912430.875000 Penalty: 3214.726074
	Iteration 20F: 3 clusters Score -1912431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1912442.750000 Penalty: 3214.726074
	Iteration 21Q: 3 clusters Score -1912443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1912448.000000 Penalty: 3214.726074
	Iteration 22Q: 3 clusters Score -1912448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1912453.875000 Penalty: 3214.726074
	Iteration 23Q: 3 clusters Score -1912454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1912454.625000 Penalty: 3214.726074
	Iteration 24Q: 3 clusters Score -1912455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1912454.250000 Penalty: 3214.726074
	Iteration 25Q: 3 clusters Score -1912454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1912454.250000 Penalty: 3214.726074
	Iteration 26F: 3 clusters Score -1912454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1089512.875000 Penalty: 1518.057983
	Iteration 0F: 2 clusters Score -1089513 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 5772 members 
Entering Unmasked Estep 
Score: -1081447.250000 Penalty: 3036.115967
	Iteration 0F: 3 clusters Score -1081447 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1084054.125000 Penalty: 3036.115967
	Iteration 1F: 3 clusters Score -1084054 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1084343.125000 Penalty: 3036.115967
	Iteration 2F: 3 clusters Score -1084343 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1084670.250000 Penalty: 3036.115967
	Iteration 3F: 3 clusters Score -1084670 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1085061.125000 Penalty: 3036.115967
	Iteration 4F: 3 clusters Score -1085061 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1085552.250000 Penalty: 3036.115967
	Iteration 5F: 3 clusters Score -1085552 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1086180.500000 Penalty: 3036.115967
	Iteration 6F: 3 clusters Score -1086180 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1086856.000000 Penalty: 3036.115967
	Iteration 7F: 3 clusters Score -1086856 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1087435.750000 Penalty: 3036.115967
	Iteration 8F: 3 clusters Score -1087436 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1087821.625000 Penalty: 3036.115967
	Iteration 9Q: 3 clusters Score -1087822 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1088038.375000 Penalty: 3036.115967
	Iteration 10Q: 3 clusters Score -1088038 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1088176.125000 Penalty: 3036.115967
	Iteration 11Q: 3 clusters Score -1088176 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1088257.375000 Penalty: 3036.115967
	Iteration 12Q: 3 clusters Score -1088257 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1088296.375000 Penalty: 3036.115967
	Iteration 13Q: 3 clusters Score -1088296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1088321.125000 Penalty: 3036.115967
	Iteration 14Q: 3 clusters Score -1088321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1088337.625000 Penalty: 3036.115967
	Iteration 15Q: 3 clusters Score -1088338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1088349.750000 Penalty: 3036.115967
	Iteration 16Q: 3 clusters Score -1088350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1088369.000000 Penalty: 3036.115967
	Iteration 17Q: 3 clusters Score -1088369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1088385.375000 Penalty: 3036.115967
	Iteration 18Q: 3 clusters Score -1088385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1088394.750000 Penalty: 3036.115967
	Iteration 19Q: 3 clusters Score -1088395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1088401.125000 Penalty: 3036.115967
	Iteration 20F: 3 clusters Score -1088401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1088404.125000 Penalty: 3036.115967
	Iteration 21Q: 3 clusters Score -1088404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1088410.250000 Penalty: 3036.115967
	Iteration 22Q: 3 clusters Score -1088410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1088420.250000 Penalty: 3036.115967
	Iteration 23Q: 3 clusters Score -1088420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1088425.000000 Penalty: 3036.115967
	Iteration 24Q: 3 clusters Score -1088425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1088426.500000 Penalty: 3036.115967
	Iteration 25Q: 3 clusters Score -1088426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1088428.125000 Penalty: 3036.115967
	Iteration 26Q: 3 clusters Score -1088428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1088428.875000 Penalty: 3036.115967
	Iteration 27Q: 3 clusters Score -1088429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1088430.000000 Penalty: 3036.115967
	Iteration 28Q: 3 clusters Score -1088430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1088430.000000 Penalty: 3036.115967
	Iteration 29F: 3 clusters Score -1088430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -303975.062500 Penalty: 1311.776001
	Iteration 0F: 2 clusters Score -303975.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -301118.500000 Penalty: 2623.552002
	Iteration 0F: 3 clusters Score -301118.5 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -301827.281250 Penalty: 2623.552002
	Iteration 1F: 3 clusters Score -301827.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -301975.500000 Penalty: 2623.552002
	Iteration 2F: 3 clusters Score -301975.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -302067.468750 Penalty: 2623.552002
	Iteration 3F: 3 clusters Score -302067.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -302131.156250 Penalty: 2623.552002
	Iteration 4Q: 3 clusters Score -302131.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -302195.500000 Penalty: 2623.552002
	Iteration 5Q: 3 clusters Score -302195.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -302242.500000 Penalty: 2623.552002
	Iteration 6Q: 3 clusters Score -302242.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -302292.656250 Penalty: 2623.552002
	Iteration 7Q: 3 clusters Score -302292.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -302358.593750 Penalty: 2623.552002
	Iteration 8Q: 3 clusters Score -302358.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -302435.750000 Penalty: 2623.552002
	Iteration 9Q: 3 clusters Score -302435.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -302510.968750 Penalty: 2623.552002
	Iteration 10Q: 3 clusters Score -302511 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -302584.531250 Penalty: 2623.552002
	Iteration 11Q: 3 clusters Score -302584.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -302638.687500 Penalty: 2623.552002
	Iteration 12Q: 3 clusters Score -302638.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -302685.312500 Penalty: 2623.552002
	Iteration 13Q: 3 clusters Score -302685.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -302736.593750 Penalty: 2623.552002
	Iteration 14Q: 3 clusters Score -302736.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -302773.343750 Penalty: 2623.552002
	Iteration 15Q: 3 clusters Score -302773.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -302808.250000 Penalty: 2623.552002
	Iteration 16Q: 3 clusters Score -302808.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -302835.531250 Penalty: 2623.552002
	Iteration 17Q: 3 clusters Score -302835.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -302858.562500 Penalty: 2623.552002
	Iteration 18Q: 3 clusters Score -302858.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -302877.125000 Penalty: 2623.552002
	Iteration 19Q: 3 clusters Score -302877.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -302887.781250 Penalty: 2623.552002
	Iteration 20F: 3 clusters Score -302887.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -302898.343750 Penalty: 2623.552002
	Iteration 21Q: 3 clusters Score -302898.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -302906.875000 Penalty: 2623.552002
	Iteration 22Q: 3 clusters Score -302906.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -302917.000000 Penalty: 2623.552002
	Iteration 23Q: 3 clusters Score -302917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -302925.812500 Penalty: 2623.552002
	Iteration 24Q: 3 clusters Score -302925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -302928.625000 Penalty: 2623.552002
	Iteration 25Q: 3 clusters Score -302928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -302930.156250 Penalty: 2623.552002
	Iteration 26Q: 3 clusters Score -302930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -302931.125000 Penalty: 2623.552002
	Iteration 27Q: 3 clusters Score -302931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -302932.531250 Penalty: 2623.552002
	Iteration 28Q: 3 clusters Score -302932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -302932.531250 Penalty: 2623.552002
	Iteration 29F: 3 clusters Score -302932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Entering Unmasked Estep 
Score: -466848.531250 Penalty: 1386.591309
	Iteration 0F: 2 clusters Score -466848.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -462891.500000 Penalty: 2773.182617
	Iteration 0F: 3 clusters Score -462891.5 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -464251.968750 Penalty: 2773.182617
	Iteration 1F: 3 clusters Score -464252 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -464763.375000 Penalty: 2773.182617
	Iteration 2F: 3 clusters Score -464763.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -465210.968750 Penalty: 2773.182617
	Iteration 3F: 3 clusters Score -465211 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -465587.218750 Penalty: 2773.182617
	Iteration 4F: 3 clusters Score -465587.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -465866.281250 Penalty: 2773.182617
	Iteration 5F: 3 clusters Score -465866.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -466012.781250 Penalty: 2773.182617
	Iteration 6Q: 3 clusters Score -466012.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -466099.031250 Penalty: 2773.182617
	Iteration 7Q: 3 clusters Score -466099 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -466139.156250 Penalty: 2773.182617
	Iteration 8Q: 3 clusters Score -466139.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -466168.406250 Penalty: 2773.182617
	Iteration 9Q: 3 clusters Score -466168.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -466201.281250 Penalty: 2773.182617
	Iteration 10Q: 3 clusters Score -466201.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -466220.718750 Penalty: 2773.182617
	Iteration 11Q: 3 clusters Score -466220.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -466233.656250 Penalty: 2773.182617
	Iteration 12Q: 3 clusters Score -466233.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -466247.500000 Penalty: 2773.182617
	Iteration 13Q: 3 clusters Score -466247.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -466260.812500 Penalty: 2773.182617
	Iteration 14Q: 3 clusters Score -466260.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -466276.812500 Penalty: 2773.182617
	Iteration 15Q: 3 clusters Score -466276.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -466290.625000 Penalty: 2773.182617
	Iteration 16Q: 3 clusters Score -466290.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -466300.656250 Penalty: 2773.182617
	Iteration 17Q: 3 clusters Score -466300.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -466313.750000 Penalty: 2773.182617
	Iteration 18Q: 3 clusters Score -466313.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -466324.656250 Penalty: 2773.182617
	Iteration 19Q: 3 clusters Score -466324.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -466340.375000 Penalty: 2773.182617
	Iteration 20F: 3 clusters Score -466340.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -466360.375000 Penalty: 2773.182617
	Iteration 21Q: 3 clusters Score -466360.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -466400.968750 Penalty: 2773.182617
	Iteration 22Q: 3 clusters Score -466401 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -466467.843750 Penalty: 2773.182617
	Iteration 23Q: 3 clusters Score -466467.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -466593.625000 Penalty: 2773.182617
	Iteration 24Q: 3 clusters Score -466593.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -466716.906250 Penalty: 2773.182617
	Iteration 25Q: 3 clusters Score -466716.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -466777.656250 Penalty: 2773.182617
	Iteration 26Q: 3 clusters Score -466777.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -466812.843750 Penalty: 2773.182617
	Iteration 27Q: 3 clusters Score -466812.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -466833.437500 Penalty: 2773.182617
	Iteration 28Q: 3 clusters Score -466833.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -466852.156250 Penalty: 2773.182617
	Iteration 29Q: 3 clusters Score -466852.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -466871.500000 Penalty: 2773.182617
	Iteration 30Q: 3 clusters Score -466871.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -466885.500000 Penalty: 2773.182617
	Iteration 31Q: 3 clusters Score -466885.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -466894.781250 Penalty: 2773.182617
	Iteration 32Q: 3 clusters Score -466894.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -466901.218750 Penalty: 2773.182617
	Iteration 33Q: 3 clusters Score -466901.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -466907.000000 Penalty: 2773.182617
	Iteration 34Q: 3 clusters Score -466907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -466911.406250 Penalty: 2773.182617
	Iteration 35Q: 3 clusters Score -466911.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -466912.718750 Penalty: 2773.182617
	Iteration 36Q: 3 clusters Score -466912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -466913.250000 Penalty: 2773.182617
	Iteration 37Q: 3 clusters Score -466913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -466913.250000 Penalty: 2773.182617
	Iteration 38F: 3 clusters Score -466913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 15981 members 
Mstep: Class 3 contains 20637 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21056 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 16027 members 
Mstep: Class 11 contains 19761 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 7994 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32406 members 
Mstep: Class 18 contains 8702 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96036 members 
Mstep: Class 21 contains 94515 members 
Mstep: Class 22 contains 70811 members 
Mstep: Class 23 contains 3981 members 
Mstep: Class 24 contains 6156 members 
Mstep: Class 25 contains 4891 members 
Mstep: Class 26 contains 3248 members 
Entering Unmasked Estep 
Score: -44816220.000000 Penalty: 55278.062500
Splitting cluster 14 changes total score from -44816960.000000 to -44816220.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -759457.312500 Penalty: 1460.297485
	Iteration 0F: 2 clusters Score -759457.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -753580.000000 Penalty: 2920.594971
	Iteration 0F: 3 clusters Score -753580 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -755533.312500 Penalty: 2920.594971
	Iteration 1F: 3 clusters Score -755533.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -755883.375000 Penalty: 2920.594971
	Iteration 2F: 3 clusters Score -755883.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -756278.812500 Penalty: 2920.594971
	Iteration 3F: 3 clusters Score -756278.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -756706.125000 Penalty: 2920.594971
	Iteration 4F: 3 clusters Score -756706.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -757108.750000 Penalty: 2920.594971
	Iteration 5F: 3 clusters Score -757108.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -757441.062500 Penalty: 2920.594971
	Iteration 6F: 3 clusters Score -757441.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -757755.812500 Penalty: 2920.594971
	Iteration 7Q: 3 clusters Score -757755.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -757994.000000 Penalty: 2920.594971
	Iteration 8Q: 3 clusters Score -757994 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -758165.000000 Penalty: 2920.594971
	Iteration 9Q: 3 clusters Score -758165 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -758264.000000 Penalty: 2920.594971
	Iteration 10Q: 3 clusters Score -758264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -758332.562500 Penalty: 2920.594971
	Iteration 11Q: 3 clusters Score -758332.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -758407.937500 Penalty: 2920.594971
	Iteration 12Q: 3 clusters Score -758407.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -758468.000000 Penalty: 2920.594971
	Iteration 13Q: 3 clusters Score -758468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -758522.625000 Penalty: 2920.594971
	Iteration 14Q: 3 clusters Score -758522.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -758571.562500 Penalty: 2920.594971
	Iteration 15Q: 3 clusters Score -758571.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -758607.937500 Penalty: 2920.594971
	Iteration 16Q: 3 clusters Score -758607.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -758641.562500 Penalty: 2920.594971
	Iteration 17Q: 3 clusters Score -758641.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -758664.875000 Penalty: 2920.594971
	Iteration 18Q: 3 clusters Score -758664.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -758676.687500 Penalty: 2920.594971
	Iteration 19Q: 3 clusters Score -758676.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -758684.750000 Penalty: 2920.594971
	Iteration 20F: 3 clusters Score -758684.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -758691.187500 Penalty: 2920.594971
	Iteration 21Q: 3 clusters Score -758691.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -758697.937500 Penalty: 2920.594971
	Iteration 22Q: 3 clusters Score -758697.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -758698.750000 Penalty: 2920.594971
	Iteration 23Q: 3 clusters Score -758698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -758702.062500 Penalty: 2920.594971
	Iteration 24Q: 3 clusters Score -758702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -758706.500000 Penalty: 2920.594971
	Iteration 25Q: 3 clusters Score -758706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -758707.125000 Penalty: 2920.594971
	Iteration 26Q: 3 clusters Score -758707.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -758707.437500 Penalty: 2920.594971
	Iteration 27Q: 3 clusters Score -758707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -758708.000000 Penalty: 2920.594971
	Iteration 28Q: 3 clusters Score -758708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -758707.375000 Penalty: 2920.594971
	Iteration 29Q: 3 clusters Score -758707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -758707.312500 Penalty: 2920.594971
	Iteration 30Q: 3 clusters Score -758707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -758709.687500 Penalty: 2920.594971
	Iteration 31Q: 3 clusters Score -758709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -758709.500000 Penalty: 2920.594971
	Iteration 32Q: 3 clusters Score -758709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -758710.250000 Penalty: 2920.594971
	Iteration 33Q: 3 clusters Score -758710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -758710.812500 Penalty: 2920.594971
	Iteration 34Q: 3 clusters Score -758710.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -758710.812500 Penalty: 2920.594971
	Iteration 35F: 3 clusters Score -758710.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -251019.781250 Penalty: 1280.261841
	Iteration 0F: 2 clusters Score -251019.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -248561.328125 Penalty: 2560.523682
	Iteration 0F: 3 clusters Score -248561.3 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -249130.265625 Penalty: 2560.523682
	Iteration 1F: 3 clusters Score -249130.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -249233.750000 Penalty: 2560.523682
	Iteration 2F: 3 clusters Score -249233.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -249303.281250 Penalty: 2560.523682
	Iteration 3Q: 3 clusters Score -249303.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -249354.437500 Penalty: 2560.523682
	Iteration 4Q: 3 clusters Score -249354.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -249395.687500 Penalty: 2560.523682
	Iteration 5Q: 3 clusters Score -249395.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -249430.875000 Penalty: 2560.523682
	Iteration 6Q: 3 clusters Score -249430.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -249454.671875 Penalty: 2560.523682
	Iteration 7Q: 3 clusters Score -249454.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -249469.250000 Penalty: 2560.523682
	Iteration 8Q: 3 clusters Score -249469.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -249482.375000 Penalty: 2560.523682
	Iteration 9Q: 3 clusters Score -249482.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -249492.234375 Penalty: 2560.523682
	Iteration 10Q: 3 clusters Score -249492.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -249499.375000 Penalty: 2560.523682
	Iteration 11Q: 3 clusters Score -249499.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -249506.328125 Penalty: 2560.523682
	Iteration 12Q: 3 clusters Score -249506.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -249510.906250 Penalty: 2560.523682
	Iteration 13Q: 3 clusters Score -249510.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -249513.828125 Penalty: 2560.523682
	Iteration 14Q: 3 clusters Score -249513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -249516.515625 Penalty: 2560.523682
	Iteration 15Q: 3 clusters Score -249516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -249517.625000 Penalty: 2560.523682
	Iteration 16Q: 3 clusters Score -249517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -249517.937500 Penalty: 2560.523682
	Iteration 17Q: 3 clusters Score -249517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -249518.906250 Penalty: 2560.523682
	Iteration 18Q: 3 clusters Score -249518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -249518.984375 Penalty: 2560.523682
	Iteration 19Q: 3 clusters Score -249519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -249520.468750 Penalty: 2560.523682
	Iteration 20F: 3 clusters Score -249520.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -249523.343750 Penalty: 2560.523682
	Iteration 21Q: 3 clusters Score -249523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -249525.453125 Penalty: 2560.523682
	Iteration 22Q: 3 clusters Score -249525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -249526.796875 Penalty: 2560.523682
	Iteration 23Q: 3 clusters Score -249526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -249528.031250 Penalty: 2560.523682
	Iteration 24Q: 3 clusters Score -249528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -249529.484375 Penalty: 2560.523682
	Iteration 25Q: 3 clusters Score -249529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -249531.781250 Penalty: 2560.523682
	Iteration 26Q: 3 clusters Score -249531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -249532.984375 Penalty: 2560.523682
	Iteration 27Q: 3 clusters Score -249533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -249534.109375 Penalty: 2560.523682
	Iteration 28Q: 3 clusters Score -249534.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -249535.734375 Penalty: 2560.523682
	Iteration 29Q: 3 clusters Score -249535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -249536.531250 Penalty: 2560.523682
	Iteration 30Q: 3 clusters Score -249536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -249536.984375 Penalty: 2560.523682
	Iteration 31Q: 3 clusters Score -249537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -249537.453125 Penalty: 2560.523682
	Iteration 32Q: 3 clusters Score -249537.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -249537.687500 Penalty: 2560.523682
	Iteration 33Q: 3 clusters Score -249537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -249537.687500 Penalty: 2560.523682
	Iteration 34F: 3 clusters Score -249537.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Entering Unmasked Estep 
Score: -3135560.500000 Penalty: 1687.741089
	Iteration 0F: 2 clusters Score -3135560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3113755.500000 Penalty: 3375.482178
	Iteration 0F: 3 clusters Score -3113756 nChanged 14921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3122085.000000 Penalty: 3375.482178
	Iteration 1F: 3 clusters Score -3122085 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3122691.750000 Penalty: 3375.482178
	Iteration 2Q: 3 clusters Score -3122692 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3123591.000000 Penalty: 3375.482178
	Iteration 3F: 3 clusters Score -3123591 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -3124936.500000 Penalty: 3375.482178
	Iteration 4F: 3 clusters Score -3124936 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3126892.250000 Penalty: 3375.482178
	Iteration 5F: 3 clusters Score -3126892 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3128967.000000 Penalty: 3375.482178
	Iteration 6F: 3 clusters Score -3128967 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3130751.250000 Penalty: 3375.482178
	Iteration 7F: 3 clusters Score -3130751 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -3132037.000000 Penalty: 3375.482178
	Iteration 8Q: 3 clusters Score -3132037 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -3132873.500000 Penalty: 3375.482178
	Iteration 9Q: 3 clusters Score -3132874 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -3133349.250000 Penalty: 3375.482178
	Iteration 10Q: 3 clusters Score -3133349 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -3133586.000000 Penalty: 3375.482178
	Iteration 11Q: 3 clusters Score -3133586 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -3133735.250000 Penalty: 3375.482178
	Iteration 12Q: 3 clusters Score -3133735 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -3133849.750000 Penalty: 3375.482178
	Iteration 13Q: 3 clusters Score -3133850 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -3133905.750000 Penalty: 3375.482178
	Iteration 14Q: 3 clusters Score -3133906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -3133952.500000 Penalty: 3375.482178
	Iteration 15Q: 3 clusters Score -3133952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -3133984.750000 Penalty: 3375.482178
	Iteration 16Q: 3 clusters Score -3133985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -3134021.000000 Penalty: 3375.482178
	Iteration 17Q: 3 clusters Score -3134021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -3134041.250000 Penalty: 3375.482178
	Iteration 18Q: 3 clusters Score -3134041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -3134068.500000 Penalty: 3375.482178
	Iteration 19Q: 3 clusters Score -3134068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -3134077.250000 Penalty: 3375.482178
	Iteration 20F: 3 clusters Score -3134077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -3134087.750000 Penalty: 3375.482178
	Iteration 21Q: 3 clusters Score -3134088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -3134091.000000 Penalty: 3375.482178
	Iteration 22Q: 3 clusters Score -3134091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -3134096.750000 Penalty: 3375.482178
	Iteration 23Q: 3 clusters Score -3134097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -3134095.750000 Penalty: 3375.482178
	Iteration 24Q: 3 clusters Score -3134096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -3134094.250000 Penalty: 3375.482178
	Iteration 25Q: 3 clusters Score -3134094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -3134099.750000 Penalty: 3375.482178
	Iteration 26Q: 3 clusters Score -3134100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -3134099.500000 Penalty: 3375.482178
	Iteration 27Q: 3 clusters Score -3134100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3134099.000000 Penalty: 3375.482178
	Iteration 28Q: 3 clusters Score -3134099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3134099.000000 Penalty: 3375.482178
	Iteration 29F: 3 clusters Score -3134099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Entering Unmasked Estep 
Score: -817649.125000 Penalty: 1474.087524
	Iteration 0F: 2 clusters Score -817649.1 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 4349 members 
Entering Unmasked Estep 
Score: -811381.937500 Penalty: 2948.175049
	Iteration 0F: 3 clusters Score -811381.9 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -813270.125000 Penalty: 2948.175049
	Iteration 1F: 3 clusters Score -813270.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -813465.375000 Penalty: 2948.175049
	Iteration 2F: 3 clusters Score -813465.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -813595.375000 Penalty: 2948.175049
	Iteration 3Q: 3 clusters Score -813595.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -813696.375000 Penalty: 2948.175049
	Iteration 4Q: 3 clusters Score -813696.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -813792.125000 Penalty: 2948.175049
	Iteration 5Q: 3 clusters Score -813792.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -813897.187500 Penalty: 2948.175049
	Iteration 6Q: 3 clusters Score -813897.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -814022.687500 Penalty: 2948.175049
	Iteration 7Q: 3 clusters Score -814022.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -814178.500000 Penalty: 2948.175049
	Iteration 8Q: 3 clusters Score -814178.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -814354.500000 Penalty: 2948.175049
	Iteration 9Q: 3 clusters Score -814354.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -814566.625000 Penalty: 2948.175049
	Iteration 10Q: 3 clusters Score -814566.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -814805.437500 Penalty: 2948.175049
	Iteration 11Q: 3 clusters Score -814805.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -815073.437500 Penalty: 2948.175049
	Iteration 12Q: 3 clusters Score -815073.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -815360.187500 Penalty: 2948.175049
	Iteration 13Q: 3 clusters Score -815360.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -815618.875000 Penalty: 2948.175049
	Iteration 14Q: 3 clusters Score -815618.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -815820.312500 Penalty: 2948.175049
	Iteration 15Q: 3 clusters Score -815820.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -815973.000000 Penalty: 2948.175049
	Iteration 16Q: 3 clusters Score -815973 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -816097.750000 Penalty: 2948.175049
	Iteration 17Q: 3 clusters Score -816097.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -816176.875000 Penalty: 2948.175049
	Iteration 18Q: 3 clusters Score -816176.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -816214.125000 Penalty: 2948.175049
	Iteration 19Q: 3 clusters Score -816214.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -816240.687500 Penalty: 2948.175049
	Iteration 20F: 3 clusters Score -816240.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -816255.937500 Penalty: 2948.175049
	Iteration 21Q: 3 clusters Score -816255.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -816264.812500 Penalty: 2948.175049
	Iteration 22Q: 3 clusters Score -816264.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -816271.062500 Penalty: 2948.175049
	Iteration 23Q: 3 clusters Score -816271.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -816284.500000 Penalty: 2948.175049
	Iteration 24Q: 3 clusters Score -816284.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -816291.250000 Penalty: 2948.175049
	Iteration 25Q: 3 clusters Score -816291.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -816300.500000 Penalty: 2948.175049
	Iteration 26Q: 3 clusters Score -816300.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -816306.000000 Penalty: 2948.175049
	Iteration 27Q: 3 clusters Score -816306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -816310.437500 Penalty: 2948.175049
	Iteration 28Q: 3 clusters Score -816310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -816314.625000 Penalty: 2948.175049
	Iteration 29Q: 3 clusters Score -816314.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -816320.437500 Penalty: 2948.175049
	Iteration 30Q: 3 clusters Score -816320.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -816326.000000 Penalty: 2948.175049
	Iteration 31Q: 3 clusters Score -816326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -816329.500000 Penalty: 2948.175049
	Iteration 32Q: 3 clusters Score -816329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -816331.750000 Penalty: 2948.175049
	Iteration 33Q: 3 clusters Score -816331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -816332.750000 Penalty: 2948.175049
	Iteration 34Q: 3 clusters Score -816332.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -816332.750000 Penalty: 2948.175049
	Iteration 35F: 3 clusters Score -816332.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -8829.245117 Penalty: 777.967407
	Iteration 0F: 2 clusters Score -8829.245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8227.022461 Penalty: 1555.934814
	Iteration 0F: 3 clusters Score -8227.022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8252.625977 Penalty: 1555.934814
	Iteration 1Q: 3 clusters Score -8252.626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8252.625977 Penalty: 1555.934814
	Iteration 2F: 3 clusters Score -8252.626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (96036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Entering Unmasked Estep 
Score: -9186522.000000 Penalty: 1864.277832
	Iteration 0F: 2 clusters Score -9186522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -9122009.000000 Penalty: 3728.555664
	Iteration 0F: 3 clusters Score -9122009 nChanged 45661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -9148911.000000 Penalty: 3728.555664
	Iteration 1F: 3 clusters Score -9148911 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -9149711.000000 Penalty: 3728.555664
	Iteration 2Q: 3 clusters Score -9149711 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -9150770.000000 Penalty: 3728.555664
	Iteration 3Q: 3 clusters Score -9150770 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -9152427.000000 Penalty: 3728.555664
	Iteration 4Q: 3 clusters Score -9152427 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -9154860.000000 Penalty: 3728.555664
	Iteration 5F: 3 clusters Score -9154860 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -9158177.000000 Penalty: 3728.555664
	Iteration 6F: 3 clusters Score -9158177 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -9162249.000000 Penalty: 3728.555664
	Iteration 7F: 3 clusters Score -9162249 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -9166331.000000 Penalty: 3728.555664
	Iteration 8F: 3 clusters Score -9166331 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -9169996.000000 Penalty: 3728.555664
	Iteration 9F: 3 clusters Score -9169996 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -9173307.000000 Penalty: 3728.555664
	Iteration 10Q: 3 clusters Score -9173307 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -9176321.000000 Penalty: 3728.555664
	Iteration 11Q: 3 clusters Score -9176321 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -9178450.000000 Penalty: 3728.555664
	Iteration 12Q: 3 clusters Score -9178450 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84135 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -9179992.000000 Penalty: 3728.555664
	Iteration 13Q: 3 clusters Score -9179992 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85689 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -9180964.000000 Penalty: 3728.555664
	Iteration 14Q: 3 clusters Score -9180964 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -9181753.000000 Penalty: 3728.555664
	Iteration 15Q: 3 clusters Score -9181753 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88190 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -9182354.000000 Penalty: 3728.555664
	Iteration 16Q: 3 clusters Score -9182354 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89227 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -9182812.000000 Penalty: 3728.555664
	Iteration 17Q: 3 clusters Score -9182812 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -9183315.000000 Penalty: 3728.555664
	Iteration 18Q: 3 clusters Score -9183315 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -9183832.000000 Penalty: 3728.555664
	Iteration 19Q: 3 clusters Score -9183832 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91725 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -9184312.000000 Penalty: 3728.555664
	Iteration 20F: 3 clusters Score -9184312 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92292 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -9184756.000000 Penalty: 3728.555664
	Iteration 21Q: 3 clusters Score -9184756 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -9185021.000000 Penalty: 3728.555664
	Iteration 22Q: 3 clusters Score -9185021 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -9185163.000000 Penalty: 3728.555664
	Iteration 23Q: 3 clusters Score -9185163 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -9185264.000000 Penalty: 3728.555664
	Iteration 24Q: 3 clusters Score -9185264 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -9185320.000000 Penalty: 3728.555664
	Iteration 25Q: 3 clusters Score -9185320 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -9185353.000000 Penalty: 3728.555664
	Iteration 26Q: 3 clusters Score -9185353 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -9185395.000000 Penalty: 3728.555664
	Iteration 27Q: 3 clusters Score -9185395 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9185412.000000 Penalty: 3728.555664
	Iteration 28Q: 3 clusters Score -9185412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93625 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -9185428.000000 Penalty: 3728.555664
	Iteration 29Q: 3 clusters Score -9185428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -9185450.000000 Penalty: 3728.555664
	Iteration 30Q: 3 clusters Score -9185450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -9185476.000000 Penalty: 3728.555664
	Iteration 31Q: 3 clusters Score -9185476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93772 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9185470.000000 Penalty: 3728.555664
	Iteration 32Q: 3 clusters Score -9185470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93795 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9185485.000000 Penalty: 3728.555664
	Iteration 33Q: 3 clusters Score -9185485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9185486.000000 Penalty: 3728.555664
	Iteration 34Q: 3 clusters Score -9185486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9185504.000000 Penalty: 3728.555664
	Iteration 35Q: 3 clusters Score -9185504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9185502.000000 Penalty: 3728.555664
	Iteration 36Q: 3 clusters Score -9185502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9185498.000000 Penalty: 3728.555664
	Iteration 37Q: 3 clusters Score -9185498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9185493.000000 Penalty: 3728.555664
	Iteration 38Q: 3 clusters Score -9185493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -9185506.000000 Penalty: 3728.555664
	Iteration 39Q: 3 clusters Score -9185506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9185511.000000 Penalty: 3728.555664
	Iteration 40F: 3 clusters Score -9185511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9185512.000000 Penalty: 3728.555664
	Iteration 41Q: 3 clusters Score -9185512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -9185508.000000 Penalty: 3728.555664
	Iteration 42Q: 3 clusters Score -9185508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -9185514.000000 Penalty: 3728.555664
	Iteration 43Q: 3 clusters Score -9185514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93922 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9185508.000000 Penalty: 3728.555664
	Iteration 44Q: 3 clusters Score -9185508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9185512.000000 Penalty: 3728.555664
	Iteration 45Q: 3 clusters Score -9185512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9185517.000000 Penalty: 3728.555664
	Iteration 46Q: 3 clusters Score -9185517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9185512.000000 Penalty: 3728.555664
	Iteration 47Q: 3 clusters Score -9185512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93934 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9185520.000000 Penalty: 3728.555664
	Iteration 48Q: 3 clusters Score -9185520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9185517.000000 Penalty: 3728.555664
	Iteration 49Q: 3 clusters Score -9185517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -9185522.000000 Penalty: 3728.555664
	Iteration 50Q: 3 clusters Score -9185522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9185521.000000 Penalty: 3728.555664
	Iteration 51Q: 3 clusters Score -9185521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9185517.000000 Penalty: 3728.555664
	Iteration 52Q: 3 clusters Score -9185517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9185517.000000 Penalty: 3728.555664
	Iteration 53F: 3 clusters Score -9185517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (94515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94515 members 
Entering Unmasked Estep 
Score: -9110387.000000 Penalty: 1861.683472
	Iteration 0F: 2 clusters Score -9110387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -9047171.000000 Penalty: 3723.366943
	Iteration 0F: 3 clusters Score -9047171 nChanged 45074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -9072878.000000 Penalty: 3723.366943
	Iteration 1F: 3 clusters Score -9072878 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -9073560.000000 Penalty: 3723.366943
	Iteration 2Q: 3 clusters Score -9073560 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -9074339.000000 Penalty: 3723.366943
	Iteration 3Q: 3 clusters Score -9074339 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -9075333.000000 Penalty: 3723.366943
	Iteration 4Q: 3 clusters Score -9075333 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -9076604.000000 Penalty: 3723.366943
	Iteration 5Q: 3 clusters Score -9076604 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -9078544.000000 Penalty: 3723.366943
	Iteration 6Q: 3 clusters Score -9078544 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -9081490.000000 Penalty: 3723.366943
	Iteration 7F: 3 clusters Score -9081490 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -9085799.000000 Penalty: 3723.366943
	Iteration 8F: 3 clusters Score -9085799 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -9090687.000000 Penalty: 3723.366943
	Iteration 9F: 3 clusters Score -9090687 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -9094647.000000 Penalty: 3723.366943
	Iteration 10F: 3 clusters Score -9094647 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -9097001.000000 Penalty: 3723.366943
	Iteration 11Q: 3 clusters Score -9097001 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -9098248.000000 Penalty: 3723.366943
	Iteration 12Q: 3 clusters Score -9098248 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -9099056.000000 Penalty: 3723.366943
	Iteration 13Q: 3 clusters Score -9099056 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -9099731.000000 Penalty: 3723.366943
	Iteration 14Q: 3 clusters Score -9099731 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -9100561.000000 Penalty: 3723.366943
	Iteration 15Q: 3 clusters Score -9100561 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -9101379.000000 Penalty: 3723.366943
	Iteration 16Q: 3 clusters Score -9101379 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 80107 members 
Entering Unmasked Estep 
Score: -9102257.000000 Penalty: 3723.366943
	Iteration 17Q: 3 clusters Score -9102257 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 81905 members 
Entering Unmasked Estep 
Score: -9103193.000000 Penalty: 3723.366943
	Iteration 18Q: 3 clusters Score -9103193 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -9104098.000000 Penalty: 3723.366943
	Iteration 19Q: 3 clusters Score -9104098 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -9104937.000000 Penalty: 3723.366943
	Iteration 20F: 3 clusters Score -9104937 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 86407 members 
Entering Unmasked Estep 
Score: -9105715.000000 Penalty: 3723.366943
	Iteration 21Q: 3 clusters Score -9105715 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -9106404.000000 Penalty: 3723.366943
	Iteration 22Q: 3 clusters Score -9106404 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 88598 members 
Entering Unmasked Estep 
Score: -9106978.000000 Penalty: 3723.366943
	Iteration 23Q: 3 clusters Score -9106978 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -9107343.000000 Penalty: 3723.366943
	Iteration 24Q: 3 clusters Score -9107343 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -9107671.000000 Penalty: 3723.366943
	Iteration 25Q: 3 clusters Score -9107671 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 90606 members 
Entering Unmasked Estep 
Score: -9107979.000000 Penalty: 3723.366943
	Iteration 26Q: 3 clusters Score -9107979 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 91066 members 
Entering Unmasked Estep 
Score: -9108195.000000 Penalty: 3723.366943
	Iteration 27Q: 3 clusters Score -9108195 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -9108347.000000 Penalty: 3723.366943
	Iteration 28Q: 3 clusters Score -9108347 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 91737 members 
Entering Unmasked Estep 
Score: -9108441.000000 Penalty: 3723.366943
	Iteration 29Q: 3 clusters Score -9108441 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 91965 members 
Entering Unmasked Estep 
Score: -9108542.000000 Penalty: 3723.366943
	Iteration 30Q: 3 clusters Score -9108542 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 92164 members 
Entering Unmasked Estep 
Score: -9108640.000000 Penalty: 3723.366943
	Iteration 31Q: 3 clusters Score -9108640 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 92317 members 
Entering Unmasked Estep 
Score: -9108692.000000 Penalty: 3723.366943
	Iteration 32Q: 3 clusters Score -9108692 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 92442 members 
Entering Unmasked Estep 
Score: -9108720.000000 Penalty: 3723.366943
	Iteration 33Q: 3 clusters Score -9108720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -9108754.000000 Penalty: 3723.366943
	Iteration 34Q: 3 clusters Score -9108754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -9108772.000000 Penalty: 3723.366943
	Iteration 35Q: 3 clusters Score -9108772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -9108778.000000 Penalty: 3723.366943
	Iteration 36Q: 3 clusters Score -9108778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 92727 members 
Entering Unmasked Estep 
Score: -9108803.000000 Penalty: 3723.366943
	Iteration 37Q: 3 clusters Score -9108803 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 92780 members 
Entering Unmasked Estep 
Score: -9108819.000000 Penalty: 3723.366943
	Iteration 38Q: 3 clusters Score -9108819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -9108815.000000 Penalty: 3723.366943
	Iteration 39Q: 3 clusters Score -9108815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 92874 members 
Entering Unmasked Estep 
Score: -9108823.000000 Penalty: 3723.366943
	Iteration 40F: 3 clusters Score -9108823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -9108826.000000 Penalty: 3723.366943
	Iteration 41Q: 3 clusters Score -9108826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 92955 members 
Entering Unmasked Estep 
Score: -9108838.000000 Penalty: 3723.366943
	Iteration 42Q: 3 clusters Score -9108838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -9108840.000000 Penalty: 3723.366943
	Iteration 43Q: 3 clusters Score -9108840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -9108847.000000 Penalty: 3723.366943
	Iteration 44Q: 3 clusters Score -9108847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -9108848.000000 Penalty: 3723.366943
	Iteration 45Q: 3 clusters Score -9108848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -9108853.000000 Penalty: 3723.366943
	Iteration 46Q: 3 clusters Score -9108853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -9108852.000000 Penalty: 3723.366943
	Iteration 47Q: 3 clusters Score -9108852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -9108845.000000 Penalty: 3723.366943
	Iteration 48Q: 3 clusters Score -9108845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -9108855.000000 Penalty: 3723.366943
	Iteration 49Q: 3 clusters Score -9108855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -9108851.000000 Penalty: 3723.366943
	Iteration 50Q: 3 clusters Score -9108851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -9108855.000000 Penalty: 3723.366943
	Iteration 51Q: 3 clusters Score -9108855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -9108860.000000 Penalty: 3723.366943
	Iteration 52Q: 3 clusters Score -9108860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 93160 members 
Entering Unmasked Estep 
Score: -9108866.000000 Penalty: 3723.366943
	Iteration 53Q: 3 clusters Score -9108866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
Score: -9108864.000000 Penalty: 3723.366943
	Iteration 54Q: 3 clusters Score -9108864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -9108867.000000 Penalty: 3723.366943
	Iteration 55Q: 3 clusters Score -9108867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -9108873.000000 Penalty: 3723.366943
	Iteration 56Q: 3 clusters Score -9108873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -9108869.000000 Penalty: 3723.366943
	Iteration 57Q: 3 clusters Score -9108869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 93206 members 
Entering Unmasked Estep 
Score: -9108873.000000 Penalty: 3723.366943
	Iteration 58Q: 3 clusters Score -9108873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 93214 members 
Entering Unmasked Estep 
Score: -9108875.000000 Penalty: 3723.366943
	Iteration 59Q: 3 clusters Score -9108875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 93219 members 
Entering Unmasked Estep 
Score: -9108883.000000 Penalty: 3723.366943
	Iteration 60F: 3 clusters Score -9108883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -9108885.000000 Penalty: 3723.366943
	Iteration 61Q: 3 clusters Score -9108885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -9108890.000000 Penalty: 3723.366943
	Iteration 62Q: 3 clusters Score -9108890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 93229 members 
Entering Unmasked Estep 
Score: -9108883.000000 Penalty: 3723.366943
	Iteration 63Q: 3 clusters Score -9108883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -9108881.000000 Penalty: 3723.366943
	Iteration 64Q: 3 clusters Score -9108881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -9108881.000000 Penalty: 3723.366943
	Iteration 65Q: 3 clusters Score -9108881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 93236 members 
Entering Unmasked Estep 
Score: -9108880.000000 Penalty: 3723.366943
	Iteration 66Q: 3 clusters Score -9108880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 93238 members 
Entering Unmasked Estep 
Score: -9108880.000000 Penalty: 3723.366943
	Iteration 67Q: 3 clusters Score -9108880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -9108878.000000 Penalty: 3723.366943
	Iteration 68Q: 3 clusters Score -9108878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -9108878.000000 Penalty: 3723.366943
	Iteration 69F: 3 clusters Score -9108878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Entering Unmasked Estep 
Score: -6785579.500000 Penalty: 1814.762573
	Iteration 0F: 2 clusters Score -6785580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -6738055.500000 Penalty: 3629.525146
	Iteration 0F: 3 clusters Score -6738056 nChanged 33715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -6757143.500000 Penalty: 3629.525146
	Iteration 1F: 3 clusters Score -6757144 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -6757692.500000 Penalty: 3629.525146
	Iteration 2Q: 3 clusters Score -6757692 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -6758329.000000 Penalty: 3629.525146
	Iteration 3Q: 3 clusters Score -6758329 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -6759138.500000 Penalty: 3629.525146
	Iteration 4Q: 3 clusters Score -6759138 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -6760402.000000 Penalty: 3629.525146
	Iteration 5Q: 3 clusters Score -6760402 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -6762063.000000 Penalty: 3629.525146
	Iteration 6Q: 3 clusters Score -6762063 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -6764178.000000 Penalty: 3629.525146
	Iteration 7F: 3 clusters Score -6764178 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -6766597.500000 Penalty: 3629.525146
	Iteration 8F: 3 clusters Score -6766598 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -6769388.000000 Penalty: 3629.525146
	Iteration 9F: 3 clusters Score -6769388 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -6771623.000000 Penalty: 3629.525146
	Iteration 10F: 3 clusters Score -6771623 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -6772850.500000 Penalty: 3629.525146
	Iteration 11Q: 3 clusters Score -6772850 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -6773423.500000 Penalty: 3629.525146
	Iteration 12Q: 3 clusters Score -6773424 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6773790.500000 Penalty: 3629.525146
	Iteration 13Q: 3 clusters Score -6773790 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -6774208.500000 Penalty: 3629.525146
	Iteration 14Q: 3 clusters Score -6774208 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -6774596.000000 Penalty: 3629.525146
	Iteration 15Q: 3 clusters Score -6774596 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -6775046.500000 Penalty: 3629.525146
	Iteration 16Q: 3 clusters Score -6775046 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -6775536.500000 Penalty: 3629.525146
	Iteration 17Q: 3 clusters Score -6775536 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -6776143.000000 Penalty: 3629.525146
	Iteration 18Q: 3 clusters Score -6776143 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -6776842.000000 Penalty: 3629.525146
	Iteration 19Q: 3 clusters Score -6776842 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -6777645.500000 Penalty: 3629.525146
	Iteration 20F: 3 clusters Score -6777646 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -6778459.500000 Penalty: 3629.525146
	Iteration 21Q: 3 clusters Score -6778460 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -6779442.500000 Penalty: 3629.525146
	Iteration 22Q: 3 clusters Score -6779442 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -6780487.500000 Penalty: 3629.525146
	Iteration 23Q: 3 clusters Score -6780488 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -6781589.500000 Penalty: 3629.525146
	Iteration 24Q: 3 clusters Score -6781590 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -6782436.000000 Penalty: 3629.525146
	Iteration 25Q: 3 clusters Score -6782436 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -6783041.500000 Penalty: 3629.525146
	Iteration 26Q: 3 clusters Score -6783042 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -6783465.000000 Penalty: 3629.525146
	Iteration 27Q: 3 clusters Score -6783465 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -6783751.000000 Penalty: 3629.525146
	Iteration 28Q: 3 clusters Score -6783751 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -6783997.000000 Penalty: 3629.525146
	Iteration 29Q: 3 clusters Score -6783997 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6784176.500000 Penalty: 3629.525146
	Iteration 30Q: 3 clusters Score -6784176 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -6784271.500000 Penalty: 3629.525146
	Iteration 31Q: 3 clusters Score -6784272 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -6784347.500000 Penalty: 3629.525146
	Iteration 32Q: 3 clusters Score -6784348 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -6784422.500000 Penalty: 3629.525146
	Iteration 33Q: 3 clusters Score -6784422 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -6784475.500000 Penalty: 3629.525146
	Iteration 34Q: 3 clusters Score -6784476 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6784511.500000 Penalty: 3629.525146
	Iteration 35Q: 3 clusters Score -6784512 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6784548.000000 Penalty: 3629.525146
	Iteration 36Q: 3 clusters Score -6784548 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6784560.500000 Penalty: 3629.525146
	Iteration 37Q: 3 clusters Score -6784560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -6784561.000000 Penalty: 3629.525146
	Iteration 38Q: 3 clusters Score -6784561 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -6784570.500000 Penalty: 3629.525146
	Iteration 39Q: 3 clusters Score -6784570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -6784570.500000 Penalty: 3629.525146
	Iteration 40F: 3 clusters Score -6784570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6784580.000000 Penalty: 3629.525146
	Iteration 41Q: 3 clusters Score -6784580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6784574.500000 Penalty: 3629.525146
	Iteration 42Q: 3 clusters Score -6784574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6784581.000000 Penalty: 3629.525146
	Iteration 43Q: 3 clusters Score -6784581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6784602.000000 Penalty: 3629.525146
	Iteration 44Q: 3 clusters Score -6784602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -6784612.500000 Penalty: 3629.525146
	Iteration 45Q: 3 clusters Score -6784612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6784621.000000 Penalty: 3629.525146
	Iteration 46Q: 3 clusters Score -6784621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -6784622.500000 Penalty: 3629.525146
	Iteration 47Q: 3 clusters Score -6784622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -6784625.500000 Penalty: 3629.525146
	Iteration 48Q: 3 clusters Score -6784626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6784637.000000 Penalty: 3629.525146
	Iteration 49Q: 3 clusters Score -6784637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6784645.000000 Penalty: 3629.525146
	Iteration 50Q: 3 clusters Score -6784645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6784647.000000 Penalty: 3629.525146
	Iteration 51Q: 3 clusters Score -6784647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6784651.000000 Penalty: 3629.525146
	Iteration 52Q: 3 clusters Score -6784651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -6784649.500000 Penalty: 3629.525146
	Iteration 53Q: 3 clusters Score -6784650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6784648.500000 Penalty: 3629.525146
	Iteration 54Q: 3 clusters Score -6784648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -6784643.000000 Penalty: 3629.525146
	Iteration 55Q: 3 clusters Score -6784643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -6784647.000000 Penalty: 3629.525146
	Iteration 56Q: 3 clusters Score -6784647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6784647.500000 Penalty: 3629.525146
	Iteration 57Q: 3 clusters Score -6784648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6784644.500000 Penalty: 3629.525146
	Iteration 58Q: 3 clusters Score -6784644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6784650.000000 Penalty: 3629.525146
	Iteration 59Q: 3 clusters Score -6784650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68064 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6784653.500000 Penalty: 3629.525146
	Iteration 60F: 3 clusters Score -6784654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6784649.500000 Penalty: 3629.525146
	Iteration 61Q: 3 clusters Score -6784650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6784650.000000 Penalty: 3629.525146
	Iteration 62Q: 3 clusters Score -6784650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68075 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6784658.500000 Penalty: 3629.525146
	Iteration 63Q: 3 clusters Score -6784658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6784657.000000 Penalty: 3629.525146
	Iteration 64Q: 3 clusters Score -6784657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -6784652.500000 Penalty: 3629.525146
	Iteration 65Q: 3 clusters Score -6784652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6784652.000000 Penalty: 3629.525146
	Iteration 66Q: 3 clusters Score -6784652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -6784654.500000 Penalty: 3629.525146
	Iteration 67Q: 3 clusters Score -6784654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -6784656.000000 Penalty: 3629.525146
	Iteration 68Q: 3 clusters Score -6784656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6784650.000000 Penalty: 3629.525146
	Iteration 69Q: 3 clusters Score -6784650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6784651.500000 Penalty: 3629.525146
	Iteration 70Q: 3 clusters Score -6784652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -6784659.500000 Penalty: 3629.525146
	Iteration 71Q: 3 clusters Score -6784660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6784659.000000 Penalty: 3629.525146
	Iteration 72Q: 3 clusters Score -6784659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6784660.000000 Penalty: 3629.525146
	Iteration 73Q: 3 clusters Score -6784660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6784656.500000 Penalty: 3629.525146
	Iteration 74Q: 3 clusters Score -6784656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6784656.500000 Penalty: 3629.525146
	Iteration 75F: 3 clusters Score -6784656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -383373.937500 Penalty: 1347.009399
	Iteration 0F: 2 clusters Score -383373.9 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 1962 members 
Entering Unmasked Estep 
Score: -380048.156250 Penalty: 2694.018799
	Iteration 0F: 3 clusters Score -380048.2 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -380913.906250 Penalty: 2694.018799
	Iteration 1F: 3 clusters Score -380913.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -381100.531250 Penalty: 2694.018799
	Iteration 2F: 3 clusters Score -381100.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -381219.000000 Penalty: 2694.018799
	Iteration 3F: 3 clusters Score -381219 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -381323.281250 Penalty: 2694.018799
	Iteration 4Q: 3 clusters Score -381323.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -381411.781250 Penalty: 2694.018799
	Iteration 5Q: 3 clusters Score -381411.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -381489.437500 Penalty: 2694.018799
	Iteration 6Q: 3 clusters Score -381489.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -381574.125000 Penalty: 2694.018799
	Iteration 7Q: 3 clusters Score -381574.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -381645.156250 Penalty: 2694.018799
	Iteration 8Q: 3 clusters Score -381645.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -381737.750000 Penalty: 2694.018799
	Iteration 9Q: 3 clusters Score -381737.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -381843.468750 Penalty: 2694.018799
	Iteration 10Q: 3 clusters Score -381843.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -381954.906250 Penalty: 2694.018799
	Iteration 11Q: 3 clusters Score -381954.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -382048.375000 Penalty: 2694.018799
	Iteration 12Q: 3 clusters Score -382048.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -382121.500000 Penalty: 2694.018799
	Iteration 13Q: 3 clusters Score -382121.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -382184.000000 Penalty: 2694.018799
	Iteration 14Q: 3 clusters Score -382184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -382227.468750 Penalty: 2694.018799
	Iteration 15Q: 3 clusters Score -382227.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -382267.218750 Penalty: 2694.018799
	Iteration 16Q: 3 clusters Score -382267.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -382306.781250 Penalty: 2694.018799
	Iteration 17Q: 3 clusters Score -382306.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -382329.156250 Penalty: 2694.018799
	Iteration 18Q: 3 clusters Score -382329.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -382345.031250 Penalty: 2694.018799
	Iteration 19Q: 3 clusters Score -382345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -382357.687500 Penalty: 2694.018799
	Iteration 20F: 3 clusters Score -382357.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -382373.937500 Penalty: 2694.018799
	Iteration 21Q: 3 clusters Score -382373.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -382388.343750 Penalty: 2694.018799
	Iteration 22Q: 3 clusters Score -382388.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -382399.343750 Penalty: 2694.018799
	Iteration 23Q: 3 clusters Score -382399.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -382411.125000 Penalty: 2694.018799
	Iteration 24Q: 3 clusters Score -382411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -382416.406250 Penalty: 2694.018799
	Iteration 25Q: 3 clusters Score -382416.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -382421.187500 Penalty: 2694.018799
	Iteration 26Q: 3 clusters Score -382421.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -382427.625000 Penalty: 2694.018799
	Iteration 27Q: 3 clusters Score -382427.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -382436.187500 Penalty: 2694.018799
	Iteration 28Q: 3 clusters Score -382436.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -382443.406250 Penalty: 2694.018799
	Iteration 29Q: 3 clusters Score -382443.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -382449.468750 Penalty: 2694.018799
	Iteration 30Q: 3 clusters Score -382449.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -382454.125000 Penalty: 2694.018799
	Iteration 31Q: 3 clusters Score -382454.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -382458.625000 Penalty: 2694.018799
	Iteration 32Q: 3 clusters Score -382458.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -382460.875000 Penalty: 2694.018799
	Iteration 33Q: 3 clusters Score -382460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -382461.968750 Penalty: 2694.018799
	Iteration 34Q: 3 clusters Score -382462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -382462.875000 Penalty: 2694.018799
	Iteration 35Q: 3 clusters Score -382462.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -382462.875000 Penalty: 2694.018799
	Iteration 36F: 3 clusters Score -382462.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Entering Unmasked Estep 
Score: -580833.312500 Penalty: 1417.842163
	Iteration 0F: 2 clusters Score -580833.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -576172.375000 Penalty: 2835.684326
	Iteration 0F: 3 clusters Score -576172.4 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -577488.812500 Penalty: 2835.684326
	Iteration 1F: 3 clusters Score -577488.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -577721.937500 Penalty: 2835.684326
	Iteration 2F: 3 clusters Score -577721.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -577912.062500 Penalty: 2835.684326
	Iteration 3F: 3 clusters Score -577912.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -578058.812500 Penalty: 2835.684326
	Iteration 4Q: 3 clusters Score -578058.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -578186.812500 Penalty: 2835.684326
	Iteration 5Q: 3 clusters Score -578186.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -578294.625000 Penalty: 2835.684326
	Iteration 6Q: 3 clusters Score -578294.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -578405.875000 Penalty: 2835.684326
	Iteration 7Q: 3 clusters Score -578405.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -578502.000000 Penalty: 2835.684326
	Iteration 8Q: 3 clusters Score -578502 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -578583.125000 Penalty: 2835.684326
	Iteration 9Q: 3 clusters Score -578583.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -578656.625000 Penalty: 2835.684326
	Iteration 10Q: 3 clusters Score -578656.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -578734.187500 Penalty: 2835.684326
	Iteration 11Q: 3 clusters Score -578734.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -578807.312500 Penalty: 2835.684326
	Iteration 12Q: 3 clusters Score -578807.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -578895.625000 Penalty: 2835.684326
	Iteration 13Q: 3 clusters Score -578895.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -579002.812500 Penalty: 2835.684326
	Iteration 14Q: 3 clusters Score -579002.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -579091.687500 Penalty: 2835.684326
	Iteration 15Q: 3 clusters Score -579091.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -579180.375000 Penalty: 2835.684326
	Iteration 16Q: 3 clusters Score -579180.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -579255.750000 Penalty: 2835.684326
	Iteration 17Q: 3 clusters Score -579255.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -579325.562500 Penalty: 2835.684326
	Iteration 18Q: 3 clusters Score -579325.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -579389.250000 Penalty: 2835.684326
	Iteration 19Q: 3 clusters Score -579389.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -579442.437500 Penalty: 2835.684326
	Iteration 20F: 3 clusters Score -579442.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -579483.000000 Penalty: 2835.684326
	Iteration 21Q: 3 clusters Score -579483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -579532.875000 Penalty: 2835.684326
	Iteration 22Q: 3 clusters Score -579532.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -579590.375000 Penalty: 2835.684326
	Iteration 23Q: 3 clusters Score -579590.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -579638.750000 Penalty: 2835.684326
	Iteration 24Q: 3 clusters Score -579638.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -579671.812500 Penalty: 2835.684326
	Iteration 25Q: 3 clusters Score -579671.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -579702.125000 Penalty: 2835.684326
	Iteration 26Q: 3 clusters Score -579702.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -579721.625000 Penalty: 2835.684326
	Iteration 27Q: 3 clusters Score -579721.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -579736.937500 Penalty: 2835.684326
	Iteration 28Q: 3 clusters Score -579736.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -579746.125000 Penalty: 2835.684326
	Iteration 29Q: 3 clusters Score -579746.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -579760.187500 Penalty: 2835.684326
	Iteration 30Q: 3 clusters Score -579760.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -579772.062500 Penalty: 2835.684326
	Iteration 31Q: 3 clusters Score -579772.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -579780.062500 Penalty: 2835.684326
	Iteration 32Q: 3 clusters Score -579780.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -579789.000000 Penalty: 2835.684326
	Iteration 33Q: 3 clusters Score -579789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -579798.187500 Penalty: 2835.684326
	Iteration 34Q: 3 clusters Score -579798.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -579811.187500 Penalty: 2835.684326
	Iteration 35Q: 3 clusters Score -579811.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -579819.812500 Penalty: 2835.684326
	Iteration 36Q: 3 clusters Score -579819.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -579823.250000 Penalty: 2835.684326
	Iteration 37Q: 3 clusters Score -579823.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -579834.250000 Penalty: 2835.684326
	Iteration 38Q: 3 clusters Score -579834.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -579840.625000 Penalty: 2835.684326
	Iteration 39Q: 3 clusters Score -579840.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -579844.375000 Penalty: 2835.684326
	Iteration 40F: 3 clusters Score -579844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -579847.062500 Penalty: 2835.684326
	Iteration 41Q: 3 clusters Score -579847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -579848.312500 Penalty: 2835.684326
	Iteration 42Q: 3 clusters Score -579848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -579847.000000 Penalty: 2835.684326
	Iteration 43Q: 3 clusters Score -579847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -579848.750000 Penalty: 2835.684326
	Iteration 44Q: 3 clusters Score -579848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -579850.312500 Penalty: 2835.684326
	Iteration 45Q: 3 clusters Score -579850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -579851.187500 Penalty: 2835.684326
	Iteration 46Q: 3 clusters Score -579851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -579851.875000 Penalty: 2835.684326
	Iteration 47Q: 3 clusters Score -579851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -579852.812500 Penalty: 2835.684326
	Iteration 48Q: 3 clusters Score -579852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -579853.875000 Penalty: 2835.684326
	Iteration 49Q: 3 clusters Score -579853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -579854.687500 Penalty: 2835.684326
	Iteration 50Q: 3 clusters Score -579854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -579855.000000 Penalty: 2835.684326
	Iteration 51Q: 3 clusters Score -579855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -579855.812500 Penalty: 2835.684326
	Iteration 52Q: 3 clusters Score -579855.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -579855.375000 Penalty: 2835.684326
	Iteration 53Q: 3 clusters Score -579855.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -579855.375000 Penalty: 2835.684326
	Iteration 54F: 3 clusters Score -579855.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -475960.968750 Penalty: 1380.462280
	Iteration 0F: 2 clusters Score -475961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -472036.218750 Penalty: 2760.924561
	Iteration 0F: 3 clusters Score -472036.2 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -473145.625000 Penalty: 2760.924561
	Iteration 1F: 3 clusters Score -473145.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -473359.156250 Penalty: 2760.924561
	Iteration 2F: 3 clusters Score -473359.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -473567.062500 Penalty: 2760.924561
	Iteration 3F: 3 clusters Score -473567.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -473773.562500 Penalty: 2760.924561
	Iteration 4F: 3 clusters Score -473773.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -473969.062500 Penalty: 2760.924561
	Iteration 5F: 3 clusters Score -473969.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -474128.656250 Penalty: 2760.924561
	Iteration 6Q: 3 clusters Score -474128.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -474275.781250 Penalty: 2760.924561
	Iteration 7Q: 3 clusters Score -474275.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -474413.718750 Penalty: 2760.924561
	Iteration 8Q: 3 clusters Score -474413.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -474506.343750 Penalty: 2760.924561
	Iteration 9Q: 3 clusters Score -474506.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -474569.406250 Penalty: 2760.924561
	Iteration 10Q: 3 clusters Score -474569.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -474615.281250 Penalty: 2760.924561
	Iteration 11Q: 3 clusters Score -474615.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -474658.656250 Penalty: 2760.924561
	Iteration 12Q: 3 clusters Score -474658.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -474691.812500 Penalty: 2760.924561
	Iteration 13Q: 3 clusters Score -474691.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -474715.468750 Penalty: 2760.924561
	Iteration 14Q: 3 clusters Score -474715.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -474736.093750 Penalty: 2760.924561
	Iteration 15Q: 3 clusters Score -474736.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -474749.843750 Penalty: 2760.924561
	Iteration 16Q: 3 clusters Score -474749.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -474762.062500 Penalty: 2760.924561
	Iteration 17Q: 3 clusters Score -474762.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -474773.843750 Penalty: 2760.924561
	Iteration 18Q: 3 clusters Score -474773.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -474780.968750 Penalty: 2760.924561
	Iteration 19Q: 3 clusters Score -474781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -474785.125000 Penalty: 2760.924561
	Iteration 20F: 3 clusters Score -474785.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -474791.125000 Penalty: 2760.924561
	Iteration 21Q: 3 clusters Score -474791.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -474797.437500 Penalty: 2760.924561
	Iteration 22Q: 3 clusters Score -474797.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -474804.000000 Penalty: 2760.924561
	Iteration 23Q: 3 clusters Score -474804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -474806.750000 Penalty: 2760.924561
	Iteration 24Q: 3 clusters Score -474806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -474809.218750 Penalty: 2760.924561
	Iteration 25Q: 3 clusters Score -474809.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -474813.500000 Penalty: 2760.924561
	Iteration 26Q: 3 clusters Score -474813.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -474815.000000 Penalty: 2760.924561
	Iteration 27Q: 3 clusters Score -474815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -474817.062500 Penalty: 2760.924561
	Iteration 28Q: 3 clusters Score -474817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -474817.593750 Penalty: 2760.924561
	Iteration 29Q: 3 clusters Score -474817.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -474818.500000 Penalty: 2760.924561
	Iteration 30Q: 3 clusters Score -474818.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -474818.500000 Penalty: 2760.924561
	Iteration 31F: 3 clusters Score -474818.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 15981 members 
Mstep: Class 3 contains 20637 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21056 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 16027 members 
Mstep: Class 11 contains 19761 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 7994 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32406 members 
Mstep: Class 18 contains 8702 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96036 members 
Mstep: Class 21 contains 94515 members 
Mstep: Class 22 contains 70811 members 
Mstep: Class 23 contains 3981 members 
Mstep: Class 24 contains 6156 members 
Mstep: Class 25 contains 4891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816904.000000 Penalty: 53151.980469
Iteration 119Q: 26 clusters Score -4.48169e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 15981 members 
Mstep: Class 3 contains 20637 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21060 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 16002 members 
Mstep: Class 11 contains 19760 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3204 members 
Mstep: Class 14 contains 5075 members 
Mstep: Class 15 contains 7994 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32389 members 
Mstep: Class 18 contains 8702 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96043 members 
Mstep: Class 21 contains 94532 members 
Mstep: Class 22 contains 70808 members 
Mstep: Class 23 contains 3979 members 
Mstep: Class 24 contains 6156 members 
Mstep: Class 25 contains 4917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816924.000000 Penalty: 53151.980469
Iteration 120F: 26 clusters Score -4.481692e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 15982 members 
Mstep: Class 3 contains 20635 members 
Mstep: Class 4 contains 4984 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21062 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 15971 members 
Mstep: Class 11 contains 19763 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 7994 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32374 members 
Mstep: Class 18 contains 8703 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96047 members 
Mstep: Class 21 contains 94547 members 
Mstep: Class 22 contains 70803 members 
Mstep: Class 23 contains 3978 members 
Mstep: Class 24 contains 6157 members 
Mstep: Class 25 contains 4951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816932.000000 Penalty: 53151.980469
Iteration 121Q: 26 clusters Score -4.481693e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 15983 members 
Mstep: Class 3 contains 20635 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21067 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 15944 members 
Mstep: Class 11 contains 19768 members 
Mstep: Class 12 contains 11405 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 14 contains 5071 members 
Mstep: Class 15 contains 7993 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32356 members 
Mstep: Class 18 contains 8702 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96054 members 
Mstep: Class 21 contains 94564 members 
Mstep: Class 22 contains 70794 members 
Mstep: Class 23 contains 3980 members 
Mstep: Class 24 contains 6160 members 
Mstep: Class 25 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816932.000000 Penalty: 53151.980469
Iteration 122Q: 26 clusters Score -4.481693e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15983 members 
Mstep: Class 3 contains 20629 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21071 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24077 members 
Mstep: Class 10 contains 15902 members 
Mstep: Class 11 contains 19776 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3199 members 
Mstep: Class 14 contains 5067 members 
Mstep: Class 15 contains 7993 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32340 members 
Mstep: Class 18 contains 8699 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96075 members 
Mstep: Class 21 contains 94579 members 
Mstep: Class 22 contains 70785 members 
Mstep: Class 23 contains 3981 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816968.000000 Penalty: 53151.980469
Iteration 123Q: 26 clusters Score -4.481697e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15985 members 
Mstep: Class 3 contains 20626 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21081 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 24077 members 
Mstep: Class 10 contains 15851 members 
Mstep: Class 11 contains 19783 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 7993 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32324 members 
Mstep: Class 18 contains 8696 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96092 members 
Mstep: Class 21 contains 94594 members 
Mstep: Class 22 contains 70776 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 6165 members 
Mstep: Class 25 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817000.000000 Penalty: 53151.980469
Iteration 124Q: 26 clusters Score -4.4817e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15985 members 
Mstep: Class 3 contains 20624 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21089 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 24077 members 
Mstep: Class 10 contains 15804 members 
Mstep: Class 11 contains 19787 members 
Mstep: Class 12 contains 11405 members 
Mstep: Class 13 contains 3195 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 7993 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32314 members 
Mstep: Class 18 contains 8697 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96108 members 
Mstep: Class 21 contains 94604 members 
Mstep: Class 22 contains 70768 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 6168 members 
Mstep: Class 25 contains 5063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816928.000000 Penalty: 53151.980469
Iteration 125Q: 26 clusters Score -4.481693e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 15985 members 
Mstep: Class 3 contains 20620 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21095 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 15766 members 
Mstep: Class 11 contains 19791 members 
Mstep: Class 12 contains 11404 members 
Mstep: Class 13 contains 3191 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 7992 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32302 members 
Mstep: Class 18 contains 8699 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96113 members 
Mstep: Class 21 contains 94616 members 
Mstep: Class 22 contains 70759 members 
Mstep: Class 23 contains 3987 members 
Mstep: Class 24 contains 6172 members 
Mstep: Class 25 contains 5096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816952.000000 Penalty: 53151.980469
Iteration 126Q: 26 clusters Score -4.481695e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15986 members 
Mstep: Class 3 contains 20616 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21100 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 15729 members 
Mstep: Class 11 contains 19791 members 
Mstep: Class 12 contains 11402 members 
Mstep: Class 13 contains 3189 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 7993 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32293 members 
Mstep: Class 18 contains 8700 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96120 members 
Mstep: Class 21 contains 94626 members 
Mstep: Class 22 contains 70747 members 
Mstep: Class 23 contains 3990 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817008.000000 Penalty: 53151.980469
Iteration 127Q: 26 clusters Score -4.481701e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15988 members 
Mstep: Class 3 contains 20616 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21111 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 15687 members 
Mstep: Class 11 contains 19790 members 
Mstep: Class 12 contains 11397 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 7994 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 32281 members 
Mstep: Class 18 contains 8696 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96109 members 
Mstep: Class 21 contains 94640 members 
Mstep: Class 22 contains 70739 members 
Mstep: Class 23 contains 3996 members 
Mstep: Class 24 contains 6181 members 
Mstep: Class 25 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817056.000000 Penalty: 53151.980469
Iteration 128Q: 26 clusters Score -4.481706e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 15989 members 
Mstep: Class 3 contains 20615 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21117 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24074 members 
Mstep: Class 10 contains 15631 members 
Mstep: Class 11 contains 19793 members 
Mstep: Class 12 contains 11394 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 7993 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 32271 members 
Mstep: Class 18 contains 8695 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96107 members 
Mstep: Class 21 contains 94652 members 
Mstep: Class 22 contains 70730 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 6187 members 
Mstep: Class 25 contains 5233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817008.000000 Penalty: 53151.980469
Iteration 129Q: 26 clusters Score -4.481701e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 15992 members 
Mstep: Class 3 contains 20614 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21123 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 24075 members 
Mstep: Class 10 contains 15566 members 
Mstep: Class 11 contains 19795 members 
Mstep: Class 12 contains 11394 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 7991 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 32261 members 
Mstep: Class 18 contains 8693 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96127 members 
Mstep: Class 21 contains 94663 members 
Mstep: Class 22 contains 70722 members 
Mstep: Class 23 contains 4003 members 
Mstep: Class 24 contains 6190 members 
Mstep: Class 25 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816972.000000 Penalty: 53151.980469
Iteration 130Q: 26 clusters Score -4.481697e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 15993 members 
Mstep: Class 3 contains 20616 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21128 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 19794 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 7989 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 32258 members 
Mstep: Class 18 contains 8693 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96136 members 
Mstep: Class 21 contains 94666 members 
Mstep: Class 22 contains 70720 members 
Mstep: Class 23 contains 4006 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 5321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816972.000000 Penalty: 53151.980469
Iteration 131Q: 26 clusters Score -4.481697e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 15995 members 
Mstep: Class 3 contains 20615 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21135 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 24074 members 
Mstep: Class 10 contains 15451 members 
Mstep: Class 11 contains 19792 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 7990 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 32255 members 
Mstep: Class 18 contains 8695 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96151 members 
Mstep: Class 21 contains 94670 members 
Mstep: Class 22 contains 70710 members 
Mstep: Class 23 contains 4008 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 5367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817032.000000 Penalty: 53151.980469
Iteration 132Q: 26 clusters Score -4.481703e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15994 members 
Mstep: Class 3 contains 20615 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21138 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24069 members 
Mstep: Class 10 contains 15397 members 
Mstep: Class 11 contains 19792 members 
Mstep: Class 12 contains 11383 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 7990 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 32250 members 
Mstep: Class 18 contains 8697 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96163 members 
Mstep: Class 21 contains 94674 members 
Mstep: Class 22 contains 70705 members 
Mstep: Class 23 contains 4013 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 5415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817056.000000 Penalty: 53151.980469
Iteration 133Q: 26 clusters Score -4.481706e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15993 members 
Mstep: Class 3 contains 20615 members 
Mstep: Class 4 contains 4999 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21138 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24066 members 
Mstep: Class 10 contains 15358 members 
Mstep: Class 11 contains 19789 members 
Mstep: Class 12 contains 11381 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 7990 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 32244 members 
Mstep: Class 18 contains 8700 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96160 members 
Mstep: Class 21 contains 94680 members 
Mstep: Class 22 contains 70697 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 6190 members 
Mstep: Class 25 contains 5472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817052.000000 Penalty: 53151.980469
Iteration 134Q: 26 clusters Score -4.481705e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 15993 members 
Mstep: Class 3 contains 20614 members 
Mstep: Class 4 contains 4997 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21138 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24066 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 19788 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 7990 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32227 members 
Mstep: Class 18 contains 8703 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96173 members 
Mstep: Class 21 contains 94697 members 
Mstep: Class 22 contains 70691 members 
Mstep: Class 23 contains 4015 members 
Mstep: Class 24 contains 6189 members 
Mstep: Class 25 contains 5517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817132.000000 Penalty: 53151.980469
Iteration 135Q: 26 clusters Score -4.481713e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 15993 members 
Mstep: Class 3 contains 20613 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21142 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24069 members 
Mstep: Class 10 contains 15255 members 
Mstep: Class 11 contains 19785 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3168 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 7990 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32203 members 
Mstep: Class 18 contains 8706 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96170 members 
Mstep: Class 21 contains 94721 members 
Mstep: Class 22 contains 70688 members 
Mstep: Class 23 contains 4017 members 
Mstep: Class 24 contains 6189 members 
Mstep: Class 25 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817072.000000 Penalty: 53151.980469
Iteration 136Q: 26 clusters Score -4.481707e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15992 members 
Mstep: Class 3 contains 20612 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21148 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24067 members 
Mstep: Class 10 contains 15208 members 
Mstep: Class 11 contains 19785 members 
Mstep: Class 12 contains 11380 members 
Mstep: Class 13 contains 3164 members 
Mstep: Class 14 contains 5062 members 
Mstep: Class 15 contains 7989 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32177 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96172 members 
Mstep: Class 21 contains 94745 members 
Mstep: Class 22 contains 70674 members 
Mstep: Class 23 contains 4021 members 
Mstep: Class 24 contains 6190 members 
Mstep: Class 25 contains 5617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817152.000000 Penalty: 53151.980469
Iteration 137Q: 26 clusters Score -4.481715e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 15991 members 
Mstep: Class 3 contains 20612 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21156 members 
Mstep: Class 7 contains 1709 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24069 members 
Mstep: Class 10 contains 15171 members 
Mstep: Class 11 contains 19788 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 7989 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32157 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96152 members 
Mstep: Class 21 contains 94764 members 
Mstep: Class 22 contains 70662 members 
Mstep: Class 23 contains 4024 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 5672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817184.000000 Penalty: 53151.980469
Iteration 138Q: 26 clusters Score -4.481718e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 15991 members 
Mstep: Class 3 contains 20613 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21158 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24074 members 
Mstep: Class 10 contains 15121 members 
Mstep: Class 11 contains 19792 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 14 contains 5066 members 
Mstep: Class 15 contains 7989 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32133 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96134 members 
Mstep: Class 21 contains 94787 members 
Mstep: Class 22 contains 70658 members 
Mstep: Class 23 contains 4030 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 5731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817220.000000 Penalty: 53151.980469
Iteration 139Q: 26 clusters Score -4.481722e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 15991 members 
Mstep: Class 3 contains 20614 members 
Mstep: Class 4 contains 5015 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21165 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24070 members 
Mstep: Class 10 contains 15085 members 
Mstep: Class 11 contains 19791 members 
Mstep: Class 12 contains 11375 members 
Mstep: Class 13 contains 3156 members 
Mstep: Class 14 contains 5069 members 
Mstep: Class 15 contains 7989 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32117 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96118 members 
Mstep: Class 21 contains 94805 members 
Mstep: Class 22 contains 70651 members 
Mstep: Class 23 contains 4030 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 5783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817240.000000 Penalty: 53151.980469
Iteration 140F: 26 clusters Score -4.481724e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 15991 members 
Mstep: Class 3 contains 20616 members 
Mstep: Class 4 contains 5015 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21173 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24065 members 
Mstep: Class 10 contains 15044 members 
Mstep: Class 11 contains 19791 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 14 contains 5069 members 
Mstep: Class 15 contains 7988 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32103 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96099 members 
Mstep: Class 21 contains 94820 members 
Mstep: Class 22 contains 70649 members 
Mstep: Class 23 contains 4030 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 5840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817284.000000 Penalty: 53151.980469
Iteration 141Q: 26 clusters Score -4.481728e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 15991 members 
Mstep: Class 3 contains 20617 members 
Mstep: Class 4 contains 5016 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21179 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24074 members 
Mstep: Class 10 contains 14994 members 
Mstep: Class 11 contains 19796 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 14 contains 5071 members 
Mstep: Class 15 contains 7988 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32087 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96067 members 
Mstep: Class 21 contains 94835 members 
Mstep: Class 22 contains 70646 members 
Mstep: Class 23 contains 4030 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 5903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817288.000000 Penalty: 53151.980469
Iteration 142Q: 26 clusters Score -4.481729e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15991 members 
Mstep: Class 3 contains 20615 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21191 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24075 members 
Mstep: Class 10 contains 14940 members 
Mstep: Class 11 contains 19801 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 14 contains 5076 members 
Mstep: Class 15 contains 7988 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32066 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 96012 members 
Mstep: Class 21 contains 94855 members 
Mstep: Class 22 contains 70639 members 
Mstep: Class 23 contains 4029 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 5993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817276.000000 Penalty: 53151.980469
Iteration 143Q: 26 clusters Score -4.481728e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 15992 members 
Mstep: Class 3 contains 20612 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21197 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24076 members 
Mstep: Class 10 contains 14882 members 
Mstep: Class 11 contains 19807 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 14 contains 5076 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32040 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 95961 members 
Mstep: Class 21 contains 94880 members 
Mstep: Class 22 contains 70635 members 
Mstep: Class 23 contains 4029 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817280.000000 Penalty: 53151.980469
Iteration 144Q: 26 clusters Score -4.481728e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 15993 members 
Mstep: Class 3 contains 20609 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21203 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24082 members 
Mstep: Class 10 contains 14806 members 
Mstep: Class 11 contains 19813 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 13 contains 3158 members 
Mstep: Class 14 contains 5078 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 32010 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 95898 members 
Mstep: Class 21 contains 94909 members 
Mstep: Class 22 contains 70635 members 
Mstep: Class 23 contains 4033 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 6214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817316.000000 Penalty: 53151.980469
Iteration 145Q: 26 clusters Score -4.481732e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 15993 members 
Mstep: Class 3 contains 20607 members 
Mstep: Class 4 contains 5022 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21212 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24081 members 
Mstep: Class 10 contains 14744 members 
Mstep: Class 11 contains 19814 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 31980 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 95851 members 
Mstep: Class 21 contains 94939 members 
Mstep: Class 22 contains 70635 members 
Mstep: Class 23 contains 4037 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817372.000000 Penalty: 53151.980469
Iteration 146Q: 26 clusters Score -4.481737e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 15994 members 
Mstep: Class 3 contains 20607 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21221 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24077 members 
Mstep: Class 10 contains 14674 members 
Mstep: Class 11 contains 19813 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 14 contains 5078 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 31957 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 95815 members 
Mstep: Class 21 contains 94963 members 
Mstep: Class 22 contains 70623 members 
Mstep: Class 23 contains 4037 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 6426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817252.000000 Penalty: 53151.980469
Iteration 147Q: 26 clusters Score -4.481725e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 20606 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21226 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 14600 members 
Mstep: Class 11 contains 19808 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 7985 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 31930 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 95775 members 
Mstep: Class 21 contains 94991 members 
Mstep: Class 22 contains 70618 members 
Mstep: Class 23 contains 4041 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 6544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817252.000000 Penalty: 53151.980469
Iteration 148Q: 26 clusters Score -4.481725e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 20605 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21228 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24086 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 11 contains 19808 members 
Mstep: Class 12 contains 11371 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 31911 members 
Mstep: Class 18 contains 8709 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 95717 members 
Mstep: Class 21 contains 95012 members 
Mstep: Class 22 contains 70615 members 
Mstep: Class 23 contains 4039 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 6674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817372.000000 Penalty: 53151.980469
Iteration 149Q: 26 clusters Score -4.481737e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 20606 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21229 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24085 members 
Mstep: Class 10 contains 14438 members 
Mstep: Class 11 contains 19806 members 
Mstep: Class 12 contains 11371 members 
Mstep: Class 13 contains 3156 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 31887 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 95643 members 
Mstep: Class 21 contains 95037 members 
Mstep: Class 22 contains 70622 members 
Mstep: Class 23 contains 4041 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 6825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817352.000000 Penalty: 53151.980469
Iteration 150Q: 26 clusters Score -4.481735e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 20607 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21231 members 
Mstep: Class 7 contains 1683 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24089 members 
Mstep: Class 10 contains 14356 members 
Mstep: Class 11 contains 19802 members 
Mstep: Class 12 contains 11374 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 14 contains 5066 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 31857 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 95554 members 
Mstep: Class 21 contains 95065 members 
Mstep: Class 22 contains 70622 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 6993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817368.000000 Penalty: 53151.980469
Iteration 151Q: 26 clusters Score -4.481737e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 15996 members 
Mstep: Class 3 contains 20605 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21243 members 
Mstep: Class 7 contains 1677 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24095 members 
Mstep: Class 10 contains 14282 members 
Mstep: Class 11 contains 19796 members 
Mstep: Class 12 contains 11374 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 5066 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 31832 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 95417 members 
Mstep: Class 21 contains 95092 members 
Mstep: Class 22 contains 70626 members 
Mstep: Class 23 contains 4042 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 7196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817296.000000 Penalty: 53151.980469
Iteration 152Q: 26 clusters Score -4.48173e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 15996 members 
Mstep: Class 3 contains 20605 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21260 members 
Mstep: Class 7 contains 1672 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24100 members 
Mstep: Class 10 contains 14187 members 
Mstep: Class 11 contains 19797 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 7986 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 31801 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 95279 members 
Mstep: Class 21 contains 95122 members 
Mstep: Class 22 contains 70619 members 
Mstep: Class 23 contains 4044 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 7410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817492.000000 Penalty: 53151.980469
Iteration 153Q: 26 clusters Score -4.481749e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 15998 members 
Mstep: Class 3 contains 20603 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21275 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24095 members 
Mstep: Class 10 contains 14098 members 
Mstep: Class 11 contains 19789 members 
Mstep: Class 12 contains 11368 members 
Mstep: Class 13 contains 3158 members 
Mstep: Class 14 contains 5063 members 
Mstep: Class 15 contains 7986 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 31765 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 95147 members 
Mstep: Class 21 contains 95158 members 
Mstep: Class 22 contains 70613 members 
Mstep: Class 23 contains 4045 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 7637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817560.000000 Penalty: 53151.980469
Iteration 154Q: 26 clusters Score -4.481756e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 16000 members 
Mstep: Class 3 contains 20599 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21291 members 
Mstep: Class 7 contains 1667 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24099 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 19782 members 
Mstep: Class 12 contains 11365 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 31723 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 94992 members 
Mstep: Class 21 contains 95199 members 
Mstep: Class 22 contains 70611 members 
Mstep: Class 23 contains 4046 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 7885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817644.000000 Penalty: 53151.980469
Iteration 155Q: 26 clusters Score -4.481764e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 16000 members 
Mstep: Class 3 contains 20595 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21304 members 
Mstep: Class 7 contains 1665 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24097 members 
Mstep: Class 10 contains 13900 members 
Mstep: Class 11 contains 19777 members 
Mstep: Class 12 contains 11363 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 7987 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 31674 members 
Mstep: Class 18 contains 8709 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 94823 members 
Mstep: Class 21 contains 95247 members 
Mstep: Class 22 contains 70611 members 
Mstep: Class 23 contains 4048 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 8153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817644.000000 Penalty: 53151.980469
Iteration 156Q: 26 clusters Score -4.481764e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 20593 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 21313 members 
Mstep: Class 7 contains 1660 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24104 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 19770 members 
Mstep: Class 12 contains 11366 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 7986 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 31633 members 
Mstep: Class 18 contains 8709 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 94607 members 
Mstep: Class 21 contains 95285 members 
Mstep: Class 22 contains 70606 members 
Mstep: Class 23 contains 4046 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 8484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817684.000000 Penalty: 53151.980469
Iteration 157Q: 26 clusters Score -4.481768e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 16004 members 
Mstep: Class 3 contains 20592 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21321 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24098 members 
Mstep: Class 10 contains 13687 members 
Mstep: Class 11 contains 19769 members 
Mstep: Class 12 contains 11364 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 5034 members 
Mstep: Class 15 contains 7985 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 31597 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 94396 members 
Mstep: Class 21 contains 95323 members 
Mstep: Class 22 contains 70606 members 
Mstep: Class 23 contains 4047 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 8824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817852.000000 Penalty: 53151.980469
Iteration 158Q: 26 clusters Score -4.481785e+07 nChanged 657
Entering ConstructFrom: 
Score: -44817852.000000 Penalty: 53151.980469
Entering ConstructFrom: 
Trying to split cluster 1 (5216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Entering Unmasked Estep 
Score: -439361.812500 Penalty: 1390.916504
	Iteration 0F: 2 clusters Score -439361.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -435265.250000 Penalty: 2781.833008
	Iteration 0F: 3 clusters Score -435265.2 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -436836.093750 Penalty: 2781.833008
	Iteration 1F: 3 clusters Score -436836.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -437551.375000 Penalty: 2781.833008
	Iteration 2F: 3 clusters Score -437551.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -438322.968750 Penalty: 2781.833008
	Iteration 3F: 3 clusters Score -438323 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -439038.093750 Penalty: 2781.833008
	Iteration 4F: 3 clusters Score -439038.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -439437.968750 Penalty: 2781.833008
	Iteration 5F: 3 clusters Score -439438 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -439578.937500 Penalty: 2781.833008
	Iteration 6Q: 3 clusters Score -439578.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -439617.156250 Penalty: 2781.833008
	Iteration 7Q: 3 clusters Score -439617.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -439632.062500 Penalty: 2781.833008
	Iteration 8Q: 3 clusters Score -439632.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -439644.406250 Penalty: 2781.833008
	Iteration 9Q: 3 clusters Score -439644.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -439655.875000 Penalty: 2781.833008
	Iteration 10Q: 3 clusters Score -439655.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -439662.031250 Penalty: 2781.833008
	Iteration 11Q: 3 clusters Score -439662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -439666.812500 Penalty: 2781.833008
	Iteration 12Q: 3 clusters Score -439666.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -439673.687500 Penalty: 2781.833008
	Iteration 13Q: 3 clusters Score -439673.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -439683.250000 Penalty: 2781.833008
	Iteration 14Q: 3 clusters Score -439683.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -439688.125000 Penalty: 2781.833008
	Iteration 15Q: 3 clusters Score -439688.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -439691.468750 Penalty: 2781.833008
	Iteration 16Q: 3 clusters Score -439691.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -439697.062500 Penalty: 2781.833008
	Iteration 17Q: 3 clusters Score -439697.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -439702.906250 Penalty: 2781.833008
	Iteration 18Q: 3 clusters Score -439702.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -439710.718750 Penalty: 2781.833008
	Iteration 19Q: 3 clusters Score -439710.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -439719.000000 Penalty: 2781.833008
	Iteration 20F: 3 clusters Score -439719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -439725.812500 Penalty: 2781.833008
	Iteration 21Q: 3 clusters Score -439725.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -439731.312500 Penalty: 2781.833008
	Iteration 22Q: 3 clusters Score -439731.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -439732.937500 Penalty: 2781.833008
	Iteration 23Q: 3 clusters Score -439732.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -439735.312500 Penalty: 2781.833008
	Iteration 24Q: 3 clusters Score -439735.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -439739.000000 Penalty: 2781.833008
	Iteration 25Q: 3 clusters Score -439739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -439740.593750 Penalty: 2781.833008
	Iteration 26Q: 3 clusters Score -439740.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -439743.531250 Penalty: 2781.833008
	Iteration 27Q: 3 clusters Score -439743.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -439744.437500 Penalty: 2781.833008
	Iteration 28Q: 3 clusters Score -439744.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -439746.812500 Penalty: 2781.833008
	Iteration 29Q: 3 clusters Score -439746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -439749.062500 Penalty: 2781.833008
	Iteration 30Q: 3 clusters Score -439749.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -439749.000000 Penalty: 2781.833008
	Iteration 31Q: 3 clusters Score -439749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -439751.531250 Penalty: 2781.833008
	Iteration 32Q: 3 clusters Score -439751.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -439754.375000 Penalty: 2781.833008
	Iteration 33Q: 3 clusters Score -439754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -439754.906250 Penalty: 2781.833008
	Iteration 34Q: 3 clusters Score -439754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -439755.218750 Penalty: 2781.833008
	Iteration 35Q: 3 clusters Score -439755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -439756.625000 Penalty: 2781.833008
	Iteration 36Q: 3 clusters Score -439756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -439757.656250 Penalty: 2781.833008
	Iteration 37Q: 3 clusters Score -439757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -439758.781250 Penalty: 2781.833008
	Iteration 38Q: 3 clusters Score -439758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -439760.156250 Penalty: 2781.833008
	Iteration 39Q: 3 clusters Score -439760.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -439762.531250 Penalty: 2781.833008
	Iteration 40F: 3 clusters Score -439762.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -439764.562500 Penalty: 2781.833008
	Iteration 41Q: 3 clusters Score -439764.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -439765.343750 Penalty: 2781.833008
	Iteration 42Q: 3 clusters Score -439765.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -439766.000000 Penalty: 2781.833008
	Iteration 43Q: 3 clusters Score -439766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -439767.281250 Penalty: 2781.833008
	Iteration 44Q: 3 clusters Score -439767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -439767.937500 Penalty: 2781.833008
	Iteration 45Q: 3 clusters Score -439767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -439768.062500 Penalty: 2781.833008
	Iteration 46Q: 3 clusters Score -439768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -439768.250000 Penalty: 2781.833008
	Iteration 47Q: 3 clusters Score -439768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -439769.781250 Penalty: 2781.833008
	Iteration 48Q: 3 clusters Score -439769.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -439770.062500 Penalty: 2781.833008
	Iteration 49Q: 3 clusters Score -439770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -439770.593750 Penalty: 2781.833008
	Iteration 50Q: 3 clusters Score -439770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -439771.062500 Penalty: 2781.833008
	Iteration 51Q: 3 clusters Score -439771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -439771.062500 Penalty: 2781.833008
	Iteration 52F: 3 clusters Score -439771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16004 members 
Mstep: Class 3 contains 20594 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21330 members 
Mstep: Class 7 contains 1662 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24092 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 19763 members 
Mstep: Class 12 contains 11358 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 7983 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 31570 members 
Mstep: Class 18 contains 8709 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 94146 members 
Mstep: Class 21 contains 95351 members 
Mstep: Class 22 contains 70604 members 
Mstep: Class 23 contains 4048 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 9230 members 
Mstep: Class 26 contains 2794 members 
Entering Unmasked Estep 
Score: -44817688.000000 Penalty: 55278.062500
Splitting cluster 1 changes total score from -44817852.000000 to -44817688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (16004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Entering Unmasked Estep 
Score: -1500508.625000 Penalty: 1573.096558
	Iteration 0F: 2 clusters Score -1500509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1489487.625000 Penalty: 3146.193115
	Iteration 0F: 3 clusters Score -1489488 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1493578.250000 Penalty: 3146.193115
	Iteration 1F: 3 clusters Score -1493578 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1493964.500000 Penalty: 3146.193115
	Iteration 2F: 3 clusters Score -1493964 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1494307.000000 Penalty: 3146.193115
	Iteration 3Q: 3 clusters Score -1494307 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1494647.625000 Penalty: 3146.193115
	Iteration 4Q: 3 clusters Score -1494648 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1495034.875000 Penalty: 3146.193115
	Iteration 5Q: 3 clusters Score -1495035 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1495487.375000 Penalty: 3146.193115
	Iteration 6F: 3 clusters Score -1495487 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1496014.125000 Penalty: 3146.193115
	Iteration 7Q: 3 clusters Score -1496014 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1496624.375000 Penalty: 3146.193115
	Iteration 8Q: 3 clusters Score -1496624 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1497228.250000 Penalty: 3146.193115
	Iteration 9Q: 3 clusters Score -1497228 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1497736.750000 Penalty: 3146.193115
	Iteration 10Q: 3 clusters Score -1497737 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1498100.375000 Penalty: 3146.193115
	Iteration 11Q: 3 clusters Score -1498100 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1498379.500000 Penalty: 3146.193115
	Iteration 12Q: 3 clusters Score -1498380 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1498583.875000 Penalty: 3146.193115
	Iteration 13Q: 3 clusters Score -1498584 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1498760.875000 Penalty: 3146.193115
	Iteration 14Q: 3 clusters Score -1498761 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1498874.000000 Penalty: 3146.193115
	Iteration 15Q: 3 clusters Score -1498874 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1498964.000000 Penalty: 3146.193115
	Iteration 16Q: 3 clusters Score -1498964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1499017.375000 Penalty: 3146.193115
	Iteration 17Q: 3 clusters Score -1499017 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1499067.250000 Penalty: 3146.193115
	Iteration 18Q: 3 clusters Score -1499067 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1499103.750000 Penalty: 3146.193115
	Iteration 19Q: 3 clusters Score -1499104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1499127.625000 Penalty: 3146.193115
	Iteration 20F: 3 clusters Score -1499128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1499140.750000 Penalty: 3146.193115
	Iteration 21Q: 3 clusters Score -1499141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1499152.250000 Penalty: 3146.193115
	Iteration 22Q: 3 clusters Score -1499152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1499163.250000 Penalty: 3146.193115
	Iteration 23Q: 3 clusters Score -1499163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1499175.875000 Penalty: 3146.193115
	Iteration 24Q: 3 clusters Score -1499176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1499185.500000 Penalty: 3146.193115
	Iteration 25Q: 3 clusters Score -1499186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1499188.125000 Penalty: 3146.193115
	Iteration 26Q: 3 clusters Score -1499188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1499191.000000 Penalty: 3146.193115
	Iteration 27Q: 3 clusters Score -1499191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1499194.875000 Penalty: 3146.193115
	Iteration 28Q: 3 clusters Score -1499195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1499199.125000 Penalty: 3146.193115
	Iteration 29Q: 3 clusters Score -1499199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1499201.500000 Penalty: 3146.193115
	Iteration 30Q: 3 clusters Score -1499202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1499204.000000 Penalty: 3146.193115
	Iteration 31Q: 3 clusters Score -1499204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1499205.625000 Penalty: 3146.193115
	Iteration 32Q: 3 clusters Score -1499206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1499206.125000 Penalty: 3146.193115
	Iteration 33Q: 3 clusters Score -1499206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1499208.625000 Penalty: 3146.193115
	Iteration 34Q: 3 clusters Score -1499209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1499210.625000 Penalty: 3146.193115
	Iteration 35Q: 3 clusters Score -1499211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1499211.375000 Penalty: 3146.193115
	Iteration 36Q: 3 clusters Score -1499211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1499211.000000 Penalty: 3146.193115
	Iteration 37Q: 3 clusters Score -1499211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1499211.000000 Penalty: 3146.193115
	Iteration 38F: 3 clusters Score -1499211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Entering Unmasked Estep 
Score: -1941721.500000 Penalty: 1614.072754
	Iteration 0F: 2 clusters Score -1941722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1927850.250000 Penalty: 3228.145508
	Iteration 0F: 3 clusters Score -1927850 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1933049.250000 Penalty: 3228.145508
	Iteration 1F: 3 clusters Score -1933049 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1933559.500000 Penalty: 3228.145508
	Iteration 2F: 3 clusters Score -1933560 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1934064.125000 Penalty: 3228.145508
	Iteration 3F: 3 clusters Score -1934064 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1934545.250000 Penalty: 3228.145508
	Iteration 4Q: 3 clusters Score -1934545 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1935049.750000 Penalty: 3228.145508
	Iteration 5Q: 3 clusters Score -1935050 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1935579.250000 Penalty: 3228.145508
	Iteration 6Q: 3 clusters Score -1935579 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1936160.250000 Penalty: 3228.145508
	Iteration 7Q: 3 clusters Score -1936160 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1936761.000000 Penalty: 3228.145508
	Iteration 8Q: 3 clusters Score -1936761 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1937393.000000 Penalty: 3228.145508
	Iteration 9Q: 3 clusters Score -1937393 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1937809.875000 Penalty: 3228.145508
	Iteration 10Q: 3 clusters Score -1937810 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1938035.375000 Penalty: 3228.145508
	Iteration 11Q: 3 clusters Score -1938035 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1938174.000000 Penalty: 3228.145508
	Iteration 12Q: 3 clusters Score -1938174 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1938261.625000 Penalty: 3228.145508
	Iteration 13Q: 3 clusters Score -1938262 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1938324.250000 Penalty: 3228.145508
	Iteration 14Q: 3 clusters Score -1938324 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1938373.375000 Penalty: 3228.145508
	Iteration 15Q: 3 clusters Score -1938373 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1938416.875000 Penalty: 3228.145508
	Iteration 16Q: 3 clusters Score -1938417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1938442.625000 Penalty: 3228.145508
	Iteration 17Q: 3 clusters Score -1938443 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1938464.000000 Penalty: 3228.145508
	Iteration 18Q: 3 clusters Score -1938464 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1938483.500000 Penalty: 3228.145508
	Iteration 19Q: 3 clusters Score -1938484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1938494.750000 Penalty: 3228.145508
	Iteration 20F: 3 clusters Score -1938495 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1938508.750000 Penalty: 3228.145508
	Iteration 21Q: 3 clusters Score -1938509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1938523.125000 Penalty: 3228.145508
	Iteration 22Q: 3 clusters Score -1938523 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1938531.375000 Penalty: 3228.145508
	Iteration 23Q: 3 clusters Score -1938531 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1938535.250000 Penalty: 3228.145508
	Iteration 24Q: 3 clusters Score -1938535 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1938551.375000 Penalty: 3228.145508
	Iteration 25Q: 3 clusters Score -1938551 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1938567.875000 Penalty: 3228.145508
	Iteration 26Q: 3 clusters Score -1938568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1938572.375000 Penalty: 3228.145508
	Iteration 27Q: 3 clusters Score -1938572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1938586.875000 Penalty: 3228.145508
	Iteration 28Q: 3 clusters Score -1938587 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1938596.375000 Penalty: 3228.145508
	Iteration 29Q: 3 clusters Score -1938596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1938602.000000 Penalty: 3228.145508
	Iteration 30Q: 3 clusters Score -1938602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1938611.000000 Penalty: 3228.145508
	Iteration 31Q: 3 clusters Score -1938611 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1938615.875000 Penalty: 3228.145508
	Iteration 32Q: 3 clusters Score -1938616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1938621.750000 Penalty: 3228.145508
	Iteration 33Q: 3 clusters Score -1938622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1938637.875000 Penalty: 3228.145508
	Iteration 34Q: 3 clusters Score -1938638 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1938654.250000 Penalty: 3228.145508
	Iteration 35Q: 3 clusters Score -1938654 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1938661.250000 Penalty: 3228.145508
	Iteration 36Q: 3 clusters Score -1938661 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1938678.250000 Penalty: 3228.145508
	Iteration 37Q: 3 clusters Score -1938678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1938690.750000 Penalty: 3228.145508
	Iteration 38Q: 3 clusters Score -1938691 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1938688.625000 Penalty: 3228.145508
	Iteration 39Q: 3 clusters Score -1938689 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1938703.625000 Penalty: 3228.145508
	Iteration 40F: 3 clusters Score -1938704 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1938722.250000 Penalty: 3228.145508
	Iteration 41Q: 3 clusters Score -1938722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1938728.375000 Penalty: 3228.145508
	Iteration 42Q: 3 clusters Score -1938728 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1938735.250000 Penalty: 3228.145508
	Iteration 43Q: 3 clusters Score -1938735 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1938745.875000 Penalty: 3228.145508
	Iteration 44Q: 3 clusters Score -1938746 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1938759.250000 Penalty: 3228.145508
	Iteration 45Q: 3 clusters Score -1938759 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1938771.625000 Penalty: 3228.145508
	Iteration 46Q: 3 clusters Score -1938772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1938786.375000 Penalty: 3228.145508
	Iteration 47Q: 3 clusters Score -1938786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1938779.000000 Penalty: 3228.145508
	Iteration 48Q: 3 clusters Score -1938779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1938786.500000 Penalty: 3228.145508
	Iteration 49Q: 3 clusters Score -1938786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1938797.000000 Penalty: 3228.145508
	Iteration 50Q: 3 clusters Score -1938797 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1938802.750000 Penalty: 3228.145508
	Iteration 51Q: 3 clusters Score -1938803 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1938808.000000 Penalty: 3228.145508
	Iteration 52Q: 3 clusters Score -1938808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1938814.250000 Penalty: 3228.145508
	Iteration 53Q: 3 clusters Score -1938814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1938815.250000 Penalty: 3228.145508
	Iteration 54Q: 3 clusters Score -1938815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1938818.375000 Penalty: 3228.145508
	Iteration 55Q: 3 clusters Score -1938818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1938816.750000 Penalty: 3228.145508
	Iteration 56Q: 3 clusters Score -1938817 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1938818.875000 Penalty: 3228.145508
	Iteration 57Q: 3 clusters Score -1938819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1938822.125000 Penalty: 3228.145508
	Iteration 58Q: 3 clusters Score -1938822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1938828.125000 Penalty: 3228.145508
	Iteration 59Q: 3 clusters Score -1938828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1938831.500000 Penalty: 3228.145508
	Iteration 60F: 3 clusters Score -1938832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1938839.875000 Penalty: 3228.145508
	Iteration 61Q: 3 clusters Score -1938840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1938842.375000 Penalty: 3228.145508
	Iteration 62Q: 3 clusters Score -1938842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1938842.625000 Penalty: 3228.145508
	Iteration 63Q: 3 clusters Score -1938843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1938852.625000 Penalty: 3228.145508
	Iteration 64Q: 3 clusters Score -1938853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1938855.625000 Penalty: 3228.145508
	Iteration 65Q: 3 clusters Score -1938856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1938858.750000 Penalty: 3228.145508
	Iteration 66Q: 3 clusters Score -1938859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1938868.750000 Penalty: 3228.145508
	Iteration 67Q: 3 clusters Score -1938869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1938869.625000 Penalty: 3228.145508
	Iteration 68Q: 3 clusters Score -1938870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1938862.250000 Penalty: 3228.145508
	Iteration 69Q: 3 clusters Score -1938862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1938869.375000 Penalty: 3228.145508
	Iteration 70Q: 3 clusters Score -1938869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1938868.000000 Penalty: 3228.145508
	Iteration 71Q: 3 clusters Score -1938868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1938868.500000 Penalty: 3228.145508
	Iteration 72Q: 3 clusters Score -1938868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1938865.500000 Penalty: 3228.145508
	Iteration 73Q: 3 clusters Score -1938866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1938870.375000 Penalty: 3228.145508
	Iteration 74Q: 3 clusters Score -1938870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1938874.875000 Penalty: 3228.145508
	Iteration 75Q: 3 clusters Score -1938875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1938881.125000 Penalty: 3228.145508
	Iteration 76Q: 3 clusters Score -1938881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1938879.500000 Penalty: 3228.145508
	Iteration 77Q: 3 clusters Score -1938880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1938884.625000 Penalty: 3228.145508
	Iteration 78Q: 3 clusters Score -1938885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1938881.000000 Penalty: 3228.145508
	Iteration 79Q: 3 clusters Score -1938881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1938885.875000 Penalty: 3228.145508
	Iteration 80F: 3 clusters Score -1938886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1938879.500000 Penalty: 3228.145508
	Iteration 81Q: 3 clusters Score -1938880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1938884.625000 Penalty: 3228.145508
	Iteration 82Q: 3 clusters Score -1938885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1938888.000000 Penalty: 3228.145508
	Iteration 83Q: 3 clusters Score -1938888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1938887.250000 Penalty: 3228.145508
	Iteration 84Q: 3 clusters Score -1938887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1938892.375000 Penalty: 3228.145508
	Iteration 85Q: 3 clusters Score -1938892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1938893.625000 Penalty: 3228.145508
	Iteration 86Q: 3 clusters Score -1938894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1938901.250000 Penalty: 3228.145508
	Iteration 87Q: 3 clusters Score -1938901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1938897.875000 Penalty: 3228.145508
	Iteration 88Q: 3 clusters Score -1938898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1938899.500000 Penalty: 3228.145508
	Iteration 89Q: 3 clusters Score -1938900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1938907.125000 Penalty: 3228.145508
	Iteration 90Q: 3 clusters Score -1938907 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1938906.500000 Penalty: 3228.145508
	Iteration 91Q: 3 clusters Score -1938906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1938911.875000 Penalty: 3228.145508
	Iteration 92Q: 3 clusters Score -1938912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1938911.875000 Penalty: 3228.145508
	Iteration 93Q: 3 clusters Score -1938912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1938914.750000 Penalty: 3228.145508
	Iteration 94Q: 3 clusters Score -1938915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1938915.125000 Penalty: 3228.145508
	Iteration 95Q: 3 clusters Score -1938915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1938920.250000 Penalty: 3228.145508
	Iteration 96Q: 3 clusters Score -1938920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1938915.375000 Penalty: 3228.145508
	Iteration 97Q: 3 clusters Score -1938915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1938917.375000 Penalty: 3228.145508
	Iteration 98Q: 3 clusters Score -1938917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1938918.000000 Penalty: 3228.145508
	Iteration 99Q: 3 clusters Score -1938918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1938915.625000 Penalty: 3228.145508
	Iteration 100F: 3 clusters Score -1938916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1938918.250000 Penalty: 3228.145508
	Iteration 101Q: 3 clusters Score -1938918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1938918.375000 Penalty: 3228.145508
	Iteration 102Q: 3 clusters Score -1938918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1938922.250000 Penalty: 3228.145508
	Iteration 103Q: 3 clusters Score -1938922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1938928.125000 Penalty: 3228.145508
	Iteration 104Q: 3 clusters Score -1938928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1938934.500000 Penalty: 3228.145508
	Iteration 105Q: 3 clusters Score -1938934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1938936.500000 Penalty: 3228.145508
	Iteration 106Q: 3 clusters Score -1938936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1938934.875000 Penalty: 3228.145508
	Iteration 107Q: 3 clusters Score -1938935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1938935.750000 Penalty: 3228.145508
	Iteration 108Q: 3 clusters Score -1938936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1938934.375000 Penalty: 3228.145508
	Iteration 109Q: 3 clusters Score -1938934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1938937.625000 Penalty: 3228.145508
	Iteration 110Q: 3 clusters Score -1938938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1938942.500000 Penalty: 3228.145508
	Iteration 111Q: 3 clusters Score -1938942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1938952.375000 Penalty: 3228.145508
	Iteration 112Q: 3 clusters Score -1938952 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1938956.250000 Penalty: 3228.145508
	Iteration 113Q: 3 clusters Score -1938956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1938975.125000 Penalty: 3228.145508
	Iteration 114Q: 3 clusters Score -1938975 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1938989 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1939014.375000 Penalty: 3228.145508
	Iteration 116Q: 3 clusters Score -1939014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1939030.750000 Penalty: 3228.145508
	Iteration 117Q: 3 clusters Score -1939031 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1939042.500000 Penalty: 3228.145508
	Iteration 118Q: 3 clusters Score -1939042 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1939062.875000 Penalty: 3228.145508
	Iteration 119Q: 3 clusters Score -1939063 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1939090.125000 Penalty: 3228.145508
	Iteration 120F: 3 clusters Score -1939090 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1939116.000000 Penalty: 3228.145508
	Iteration 121Q: 3 clusters Score -1939116 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1939148.125000 Penalty: 3228.145508
	Iteration 122Q: 3 clusters Score -1939148 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1939181.500000 Penalty: 3228.145508
	Iteration 123Q: 3 clusters Score -1939182 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1939217.750000 Penalty: 3228.145508
	Iteration 124Q: 3 clusters Score -1939218 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1939262.750000 Penalty: 3228.145508
	Iteration 125Q: 3 clusters Score -1939263 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1939315.750000 Penalty: 3228.145508
	Iteration 126Q: 3 clusters Score -1939316 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1939368.500000 Penalty: 3228.145508
	Iteration 127Q: 3 clusters Score -1939368 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1939438.625000 Penalty: 3228.145508
	Iteration 128Q: 3 clusters Score -1939439 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1939530.500000 Penalty: 3228.145508
	Iteration 129Q: 3 clusters Score -1939530 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1939614.250000 Penalty: 3228.145508
	Iteration 130Q: 3 clusters Score -1939614 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1939696.000000 Penalty: 3228.145508
	Iteration 131Q: 3 clusters Score -1939696 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1939766.250000 Penalty: 3228.145508
	Iteration 132Q: 3 clusters Score -1939766 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1939835.625000 Penalty: 3228.145508
	Iteration 133Q: 3 clusters Score -1939836 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1939915.500000 Penalty: 3228.145508
	Iteration 134Q: 3 clusters Score -1939916 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1939990.250000 Penalty: 3228.145508
	Iteration 135Q: 3 clusters Score -1939990 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1940066.500000 Penalty: 3228.145508
	Iteration 136Q: 3 clusters Score -1940066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1940134.875000 Penalty: 3228.145508
	Iteration 137Q: 3 clusters Score -1940135 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1940197.000000 Penalty: 3228.145508
	Iteration 138Q: 3 clusters Score -1940197 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1940251.875000 Penalty: 3228.145508
	Iteration 139Q: 3 clusters Score -1940252 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1940314.500000 Penalty: 3228.145508
	Iteration 140F: 3 clusters Score -1940314 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1940354.125000 Penalty: 3228.145508
	Iteration 141Q: 3 clusters Score -1940354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1940385.625000 Penalty: 3228.145508
	Iteration 142Q: 3 clusters Score -1940386 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1940422.750000 Penalty: 3228.145508
	Iteration 143Q: 3 clusters Score -1940423 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1940439.625000 Penalty: 3228.145508
	Iteration 144Q: 3 clusters Score -1940440 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1940458.250000 Penalty: 3228.145508
	Iteration 145Q: 3 clusters Score -1940458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1940474.250000 Penalty: 3228.145508
	Iteration 146Q: 3 clusters Score -1940474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1940493.625000 Penalty: 3228.145508
	Iteration 147Q: 3 clusters Score -1940494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1940510.875000 Penalty: 3228.145508
	Iteration 148Q: 3 clusters Score -1940511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1940527.500000 Penalty: 3228.145508
	Iteration 149Q: 3 clusters Score -1940528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1940542.000000 Penalty: 3228.145508
	Iteration 150Q: 3 clusters Score -1940542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1940548.875000 Penalty: 3228.145508
	Iteration 151Q: 3 clusters Score -1940549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1940552.125000 Penalty: 3228.145508
	Iteration 152Q: 3 clusters Score -1940552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1940557.125000 Penalty: 3228.145508
	Iteration 153Q: 3 clusters Score -1940557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1940566.625000 Penalty: 3228.145508
	Iteration 154Q: 3 clusters Score -1940567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1940567.000000 Penalty: 3228.145508
	Iteration 155Q: 3 clusters Score -1940567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1940573.500000 Penalty: 3228.145508
	Iteration 156Q: 3 clusters Score -1940574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1940580.625000 Penalty: 3228.145508
	Iteration 157Q: 3 clusters Score -1940581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1940587.500000 Penalty: 3228.145508
	Iteration 158Q: 3 clusters Score -1940588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1940586.750000 Penalty: 3228.145508
	Iteration 159Q: 3 clusters Score -1940587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1940591.375000 Penalty: 3228.145508
	Iteration 160F: 3 clusters Score -1940591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1940594.500000 Penalty: 3228.145508
	Iteration 161Q: 3 clusters Score -1940594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1940597.375000 Penalty: 3228.145508
	Iteration 162Q: 3 clusters Score -1940597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1940598.000000 Penalty: 3228.145508
	Iteration 163Q: 3 clusters Score -1940598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1940596.125000 Penalty: 3228.145508
	Iteration 164Q: 3 clusters Score -1940596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1940598.125000 Penalty: 3228.145508
	Iteration 165Q: 3 clusters Score -1940598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1940597.750000 Penalty: 3228.145508
	Iteration 166Q: 3 clusters Score -1940598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1940601.250000 Penalty: 3228.145508
	Iteration 167Q: 3 clusters Score -1940601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1940601.875000 Penalty: 3228.145508
	Iteration 168Q: 3 clusters Score -1940602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1940601.875000 Penalty: 3228.145508
	Iteration 169F: 3 clusters Score -1940602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5046 members 
Entering Unmasked Estep 
Score: -491011.843750 Penalty: 1385.531982
	Iteration 0F: 2 clusters Score -491011.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -486979.312500 Penalty: 2771.063965
	Iteration 0F: 3 clusters Score -486979.3 nChanged 2027
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -488007.500000 Penalty: 2771.063965
	Iteration 1F: 3 clusters Score -488007.5 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -488174.125000 Penalty: 2771.063965
	Iteration 2F: 3 clusters Score -488174.1 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -488283.343750 Penalty: 2771.063965
	Iteration 3F: 3 clusters Score -488283.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -488361.625000 Penalty: 2771.063965
	Iteration 4Q: 3 clusters Score -488361.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -488414.843750 Penalty: 2771.063965
	Iteration 5Q: 3 clusters Score -488414.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -488453.562500 Penalty: 2771.063965
	Iteration 6Q: 3 clusters Score -488453.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -488483.000000 Penalty: 2771.063965
	Iteration 7Q: 3 clusters Score -488483 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -488509.000000 Penalty: 2771.063965
	Iteration 8Q: 3 clusters Score -488509 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -488529.031250 Penalty: 2771.063965
	Iteration 9Q: 3 clusters Score -488529 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -488550.625000 Penalty: 2771.063965
	Iteration 10Q: 3 clusters Score -488550.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -488566.187500 Penalty: 2771.063965
	Iteration 11Q: 3 clusters Score -488566.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -488579.250000 Penalty: 2771.063965
	Iteration 12Q: 3 clusters Score -488579.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -488594.781250 Penalty: 2771.063965
	Iteration 13Q: 3 clusters Score -488594.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -488606.437500 Penalty: 2771.063965
	Iteration 14Q: 3 clusters Score -488606.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -488616.125000 Penalty: 2771.063965
	Iteration 15Q: 3 clusters Score -488616.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -488627.718750 Penalty: 2771.063965
	Iteration 16Q: 3 clusters Score -488627.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -488639.625000 Penalty: 2771.063965
	Iteration 17Q: 3 clusters Score -488639.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -488651.125000 Penalty: 2771.063965
	Iteration 18Q: 3 clusters Score -488651.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -488661.562500 Penalty: 2771.063965
	Iteration 19Q: 3 clusters Score -488661.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -488671.375000 Penalty: 2771.063965
	Iteration 20F: 3 clusters Score -488671.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -488682.718750 Penalty: 2771.063965
	Iteration 21Q: 3 clusters Score -488682.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -488699.250000 Penalty: 2771.063965
	Iteration 22Q: 3 clusters Score -488699.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -488717.125000 Penalty: 2771.063965
	Iteration 23Q: 3 clusters Score -488717.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -488736.093750 Penalty: 2771.063965
	Iteration 24Q: 3 clusters Score -488736.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -488753.781250 Penalty: 2771.063965
	Iteration 25Q: 3 clusters Score -488753.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -488766.968750 Penalty: 2771.063965
	Iteration 26Q: 3 clusters Score -488767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -488780.156250 Penalty: 2771.063965
	Iteration 27Q: 3 clusters Score -488780.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -488790.406250 Penalty: 2771.063965
	Iteration 28Q: 3 clusters Score -488790.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -488805.031250 Penalty: 2771.063965
	Iteration 29Q: 3 clusters Score -488805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -488819.406250 Penalty: 2771.063965
	Iteration 30Q: 3 clusters Score -488819.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -488831.750000 Penalty: 2771.063965
	Iteration 31Q: 3 clusters Score -488831.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -488842.156250 Penalty: 2771.063965
	Iteration 32Q: 3 clusters Score -488842.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -488848.343750 Penalty: 2771.063965
	Iteration 33Q: 3 clusters Score -488848.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -488853.687500 Penalty: 2771.063965
	Iteration 34Q: 3 clusters Score -488853.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -488859.500000 Penalty: 2771.063965
	Iteration 35Q: 3 clusters Score -488859.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -488868.312500 Penalty: 2771.063965
	Iteration 36Q: 3 clusters Score -488868.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -488875.906250 Penalty: 2771.063965
	Iteration 37Q: 3 clusters Score -488875.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -488883.531250 Penalty: 2771.063965
	Iteration 38Q: 3 clusters Score -488883.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -488888.937500 Penalty: 2771.063965
	Iteration 39Q: 3 clusters Score -488888.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -488896.843750 Penalty: 2771.063965
	Iteration 40F: 3 clusters Score -488896.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -488909.750000 Penalty: 2771.063965
	Iteration 41Q: 3 clusters Score -488909.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -488917.937500 Penalty: 2771.063965
	Iteration 42Q: 3 clusters Score -488917.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -488929.593750 Penalty: 2771.063965
	Iteration 43Q: 3 clusters Score -488929.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -488947.125000 Penalty: 2771.063965
	Iteration 44Q: 3 clusters Score -488947.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -488964.718750 Penalty: 2771.063965
	Iteration 45Q: 3 clusters Score -488964.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -488978.562500 Penalty: 2771.063965
	Iteration 46Q: 3 clusters Score -488978.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -488997.906250 Penalty: 2771.063965
	Iteration 47Q: 3 clusters Score -488997.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -489017.437500 Penalty: 2771.063965
	Iteration 48Q: 3 clusters Score -489017.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -489035.593750 Penalty: 2771.063965
	Iteration 49Q: 3 clusters Score -489035.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -489050.937500 Penalty: 2771.063965
	Iteration 50Q: 3 clusters Score -489050.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -489065.562500 Penalty: 2771.063965
	Iteration 51Q: 3 clusters Score -489065.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -489080.500000 Penalty: 2771.063965
	Iteration 52Q: 3 clusters Score -489080.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -489097.437500 Penalty: 2771.063965
	Iteration 53Q: 3 clusters Score -489097.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -489116.812500 Penalty: 2771.063965
	Iteration 54Q: 3 clusters Score -489116.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -489141.062500 Penalty: 2771.063965
	Iteration 55Q: 3 clusters Score -489141.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -489168.437500 Penalty: 2771.063965
	Iteration 56Q: 3 clusters Score -489168.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -489195.156250 Penalty: 2771.063965
	Iteration 57Q: 3 clusters Score -489195.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -489227.000000 Penalty: 2771.063965
	Iteration 58Q: 3 clusters Score -489227 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -489252.218750 Penalty: 2771.063965
	Iteration 59Q: 3 clusters Score -489252.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -489279.031250 Penalty: 2771.063965
	Iteration 60F: 3 clusters Score -489279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -489300.000000 Penalty: 2771.063965
	Iteration 61Q: 3 clusters Score -489300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -489317.500000 Penalty: 2771.063965
	Iteration 62Q: 3 clusters Score -489317.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -489335.625000 Penalty: 2771.063965
	Iteration 63Q: 3 clusters Score -489335.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -489351.937500 Penalty: 2771.063965
	Iteration 64Q: 3 clusters Score -489351.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -489370.562500 Penalty: 2771.063965
	Iteration 65Q: 3 clusters Score -489370.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -489386.750000 Penalty: 2771.063965
	Iteration 66Q: 3 clusters Score -489386.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -489404.937500 Penalty: 2771.063965
	Iteration 67Q: 3 clusters Score -489404.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -489423.781250 Penalty: 2771.063965
	Iteration 68Q: 3 clusters Score -489423.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -489437.500000 Penalty: 2771.063965
	Iteration 69Q: 3 clusters Score -489437.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -489446.093750 Penalty: 2771.063965
	Iteration 70Q: 3 clusters Score -489446.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -489453.843750 Penalty: 2771.063965
	Iteration 71Q: 3 clusters Score -489453.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -489461.562500 Penalty: 2771.063965
	Iteration 72Q: 3 clusters Score -489461.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -489472.093750 Penalty: 2771.063965
	Iteration 73Q: 3 clusters Score -489472.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -489478.343750 Penalty: 2771.063965
	Iteration 74Q: 3 clusters Score -489478.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -489484.093750 Penalty: 2771.063965
	Iteration 75Q: 3 clusters Score -489484.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -489487.031250 Penalty: 2771.063965
	Iteration 76Q: 3 clusters Score -489487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -489489.281250 Penalty: 2771.063965
	Iteration 77Q: 3 clusters Score -489489.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -489493.531250 Penalty: 2771.063965
	Iteration 78Q: 3 clusters Score -489493.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -489497.468750 Penalty: 2771.063965
	Iteration 79Q: 3 clusters Score -489497.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -489499.125000 Penalty: 2771.063965
	Iteration 80F: 3 clusters Score -489499.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -489503.437500 Penalty: 2771.063965
	Iteration 81Q: 3 clusters Score -489503.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -489506.687500 Penalty: 2771.063965
	Iteration 82Q: 3 clusters Score -489506.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -489509.937500 Penalty: 2771.063965
	Iteration 83Q: 3 clusters Score -489509.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -489516.562500 Penalty: 2771.063965
	Iteration 84Q: 3 clusters Score -489516.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -489521.656250 Penalty: 2771.063965
	Iteration 85Q: 3 clusters Score -489521.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -489527.781250 Penalty: 2771.063965
	Iteration 86Q: 3 clusters Score -489527.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -489531.250000 Penalty: 2771.063965
	Iteration 87Q: 3 clusters Score -489531.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -489535.500000 Penalty: 2771.063965
	Iteration 88Q: 3 clusters Score -489535.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -489540.250000 Penalty: 2771.063965
	Iteration 89Q: 3 clusters Score -489540.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -489545.718750 Penalty: 2771.063965
	Iteration 90Q: 3 clusters Score -489545.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -489551.781250 Penalty: 2771.063965
	Iteration 91Q: 3 clusters Score -489551.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -489558.156250 Penalty: 2771.063965
	Iteration 92Q: 3 clusters Score -489558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -489560.437500 Penalty: 2771.063965
	Iteration 93Q: 3 clusters Score -489560.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -489564.375000 Penalty: 2771.063965
	Iteration 94Q: 3 clusters Score -489564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -489568.312500 Penalty: 2771.063965
	Iteration 95Q: 3 clusters Score -489568.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -489572.218750 Penalty: 2771.063965
	Iteration 96Q: 3 clusters Score -489572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -489573.468750 Penalty: 2771.063965
	Iteration 97Q: 3 clusters Score -489573.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -489576.625000 Penalty: 2771.063965
	Iteration 98Q: 3 clusters Score -489576.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -489582.343750 Penalty: 2771.063965
	Iteration 99Q: 3 clusters Score -489582.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -489590.968750 Penalty: 2771.063965
	Iteration 100F: 3 clusters Score -489591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -489596.187500 Penalty: 2771.063965
	Iteration 101Q: 3 clusters Score -489596.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -489602.312500 Penalty: 2771.063965
	Iteration 102Q: 3 clusters Score -489602.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -489611.375000 Penalty: 2771.063965
	Iteration 103Q: 3 clusters Score -489611.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -489618.156250 Penalty: 2771.063965
	Iteration 104Q: 3 clusters Score -489618.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -489622.343750 Penalty: 2771.063965
	Iteration 105Q: 3 clusters Score -489622.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -489629.125000 Penalty: 2771.063965
	Iteration 106Q: 3 clusters Score -489629.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -489637.031250 Penalty: 2771.063965
	Iteration 107Q: 3 clusters Score -489637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -489644.750000 Penalty: 2771.063965
	Iteration 108Q: 3 clusters Score -489644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -489649.406250 Penalty: 2771.063965
	Iteration 109Q: 3 clusters Score -489649.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -489656.187500 Penalty: 2771.063965
	Iteration 110Q: 3 clusters Score -489656.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -489666.593750 Penalty: 2771.063965
	Iteration 111Q: 3 clusters Score -489666.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -489674.875000 Penalty: 2771.063965
	Iteration 112Q: 3 clusters Score -489674.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -489683.000000 Penalty: 2771.063965
	Iteration 113Q: 3 clusters Score -489683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -489698.218750 Penalty: 2771.063965
	Iteration 114Q: 3 clusters Score -489698.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -489707.218750 Penalty: 2771.063965
	Iteration 115Q: 3 clusters Score -489707.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -489717.062500 Penalty: 2771.063965
	Iteration 116Q: 3 clusters Score -489717.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -489724.156250 Penalty: 2771.063965
	Iteration 117Q: 3 clusters Score -489724.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -489733.312500 Penalty: 2771.063965
	Iteration 118Q: 3 clusters Score -489733.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -489741.343750 Penalty: 2771.063965
	Iteration 119Q: 3 clusters Score -489741.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -489748.500000 Penalty: 2771.063965
	Iteration 120F: 3 clusters Score -489748.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -489754.406250 Penalty: 2771.063965
	Iteration 121Q: 3 clusters Score -489754.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -489763.437500 Penalty: 2771.063965
	Iteration 122Q: 3 clusters Score -489763.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -489769.906250 Penalty: 2771.063965
	Iteration 123Q: 3 clusters Score -489769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -489774.468750 Penalty: 2771.063965
	Iteration 124Q: 3 clusters Score -489774.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -489776.500000 Penalty: 2771.063965
	Iteration 125Q: 3 clusters Score -489776.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -489785.156250 Penalty: 2771.063965
	Iteration 126Q: 3 clusters Score -489785.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -489789.750000 Penalty: 2771.063965
	Iteration 127Q: 3 clusters Score -489789.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -489795.000000 Penalty: 2771.063965
	Iteration 128Q: 3 clusters Score -489795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -489803.031250 Penalty: 2771.063965
	Iteration 129Q: 3 clusters Score -489803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -489807.531250 Penalty: 2771.063965
	Iteration 130Q: 3 clusters Score -489807.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -489811.343750 Penalty: 2771.063965
	Iteration 131Q: 3 clusters Score -489811.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -489813.687500 Penalty: 2771.063965
	Iteration 132Q: 3 clusters Score -489813.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -489816.906250 Penalty: 2771.063965
	Iteration 133Q: 3 clusters Score -489816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -489817.718750 Penalty: 2771.063965
	Iteration 134Q: 3 clusters Score -489817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -489820.625000 Penalty: 2771.063965
	Iteration 135Q: 3 clusters Score -489820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -489821.500000 Penalty: 2771.063965
	Iteration 136Q: 3 clusters Score -489821.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -489822.187500 Penalty: 2771.063965
	Iteration 137Q: 3 clusters Score -489822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -489821.406250 Penalty: 2771.063965
	Iteration 138Q: 3 clusters Score -489821.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -489821.406250 Penalty: 2771.063965
	Iteration 139F: 3 clusters Score -489821.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -229037.421875 Penalty: 1265.786377
	Iteration 0F: 2 clusters Score -229037.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -226700.265625 Penalty: 2531.572754
	Iteration 0F: 3 clusters Score -226700.3 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -227201.328125 Penalty: 2531.572754
	Iteration 1F: 3 clusters Score -227201.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -227308.796875 Penalty: 2531.572754
	Iteration 2F: 3 clusters Score -227308.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -227380.015625 Penalty: 2531.572754
	Iteration 3Q: 3 clusters Score -227380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -227417.906250 Penalty: 2531.572754
	Iteration 4Q: 3 clusters Score -227417.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -227444.171875 Penalty: 2531.572754
	Iteration 5Q: 3 clusters Score -227444.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -227470.437500 Penalty: 2531.572754
	Iteration 6Q: 3 clusters Score -227470.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -227499.703125 Penalty: 2531.572754
	Iteration 7Q: 3 clusters Score -227499.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -227532.406250 Penalty: 2531.572754
	Iteration 8Q: 3 clusters Score -227532.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -227561.421875 Penalty: 2531.572754
	Iteration 9Q: 3 clusters Score -227561.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -227576.953125 Penalty: 2531.572754
	Iteration 10Q: 3 clusters Score -227577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -227589.218750 Penalty: 2531.572754
	Iteration 11Q: 3 clusters Score -227589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -227594.140625 Penalty: 2531.572754
	Iteration 12Q: 3 clusters Score -227594.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -227603.406250 Penalty: 2531.572754
	Iteration 13Q: 3 clusters Score -227603.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -227615.828125 Penalty: 2531.572754
	Iteration 14Q: 3 clusters Score -227615.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -227636.437500 Penalty: 2531.572754
	Iteration 15Q: 3 clusters Score -227636.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -227655.015625 Penalty: 2531.572754
	Iteration 16Q: 3 clusters Score -227655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -227679.828125 Penalty: 2531.572754
	Iteration 17Q: 3 clusters Score -227679.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -227705.125000 Penalty: 2531.572754
	Iteration 18Q: 3 clusters Score -227705.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -227729.281250 Penalty: 2531.572754
	Iteration 19Q: 3 clusters Score -227729.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -227746.984375 Penalty: 2531.572754
	Iteration 20F: 3 clusters Score -227747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -227763.531250 Penalty: 2531.572754
	Iteration 21Q: 3 clusters Score -227763.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -227781.593750 Penalty: 2531.572754
	Iteration 22Q: 3 clusters Score -227781.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -227792.968750 Penalty: 2531.572754
	Iteration 23Q: 3 clusters Score -227793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -227806.031250 Penalty: 2531.572754
	Iteration 24Q: 3 clusters Score -227806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -227813.187500 Penalty: 2531.572754
	Iteration 25Q: 3 clusters Score -227813.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -227820.234375 Penalty: 2531.572754
	Iteration 26Q: 3 clusters Score -227820.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -227826.484375 Penalty: 2531.572754
	Iteration 27Q: 3 clusters Score -227826.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -227833.718750 Penalty: 2531.572754
	Iteration 28Q: 3 clusters Score -227833.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -227844.312500 Penalty: 2531.572754
	Iteration 29Q: 3 clusters Score -227844.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -227856.531250 Penalty: 2531.572754
	Iteration 30Q: 3 clusters Score -227856.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -227871.015625 Penalty: 2531.572754
	Iteration 31Q: 3 clusters Score -227871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -227889.125000 Penalty: 2531.572754
	Iteration 32Q: 3 clusters Score -227889.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -227906.500000 Penalty: 2531.572754
	Iteration 33Q: 3 clusters Score -227906.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -227924.250000 Penalty: 2531.572754
	Iteration 34Q: 3 clusters Score -227924.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -227939.062500 Penalty: 2531.572754
	Iteration 35Q: 3 clusters Score -227939.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -227954.281250 Penalty: 2531.572754
	Iteration 36Q: 3 clusters Score -227954.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -227970.828125 Penalty: 2531.572754
	Iteration 37Q: 3 clusters Score -227970.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -227985.718750 Penalty: 2531.572754
	Iteration 38Q: 3 clusters Score -227985.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -228002.406250 Penalty: 2531.572754
	Iteration 39Q: 3 clusters Score -228002.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -228017.984375 Penalty: 2531.572754
	Iteration 40F: 3 clusters Score -228018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -228031.812500 Penalty: 2531.572754
	Iteration 41Q: 3 clusters Score -228031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -228043.312500 Penalty: 2531.572754
	Iteration 42Q: 3 clusters Score -228043.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -228049.984375 Penalty: 2531.572754
	Iteration 43Q: 3 clusters Score -228050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -228052.953125 Penalty: 2531.572754
	Iteration 44Q: 3 clusters Score -228053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -228059.656250 Penalty: 2531.572754
	Iteration 45Q: 3 clusters Score -228059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -228065.515625 Penalty: 2531.572754
	Iteration 46Q: 3 clusters Score -228065.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -228067.781250 Penalty: 2531.572754
	Iteration 47Q: 3 clusters Score -228067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -228068.453125 Penalty: 2531.572754
	Iteration 48Q: 3 clusters Score -228068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -228068.750000 Penalty: 2531.572754
	Iteration 49Q: 3 clusters Score -228068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -228069.468750 Penalty: 2531.572754
	Iteration 50Q: 3 clusters Score -228069.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -228069.468750 Penalty: 2531.572754
	Iteration 51F: 3 clusters Score -228069.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Entering Unmasked Estep 
Score: -2064800.625000 Penalty: 1619.778809
	Iteration 0F: 2 clusters Score -2064801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2050177.000000 Penalty: 3239.557617
	Iteration 0F: 3 clusters Score -2050177 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2055375.500000 Penalty: 3239.557617
	Iteration 1F: 3 clusters Score -2055376 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2055728.125000 Penalty: 3239.557617
	Iteration 2Q: 3 clusters Score -2055728 nChanged 964
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2056064 nChanged 998
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2056462 nChanged 998
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2056899 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2057391 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2057878 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2058404 nChanged 978
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2059009 nChanged 977
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2059660 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2060222 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2060652 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2060900 nChanged 459
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2061030 nChanged 313
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2061113 nChanged 223
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Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2061155 nChanged 164
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Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2061187 nChanged 167
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Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2061222 nChanged 150
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Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2061251 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2061280 nChanged 165
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Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2061308 nChanged 167
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Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2061348 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2061383 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2061412.750000 Penalty: 3239.557617
	Iteration 24Q: 3 clusters Score -2061413 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2061439 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2061470 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2061490 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2061519 nChanged 127
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Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2061547 nChanged 140
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Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2061576 nChanged 148
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Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2061605 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2061636 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2061659 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2061688 nChanged 135
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Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 15431 members 
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	Iteration 35Q: 3 clusters Score -2061709 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2061735 nChanged 117
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Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2061745 nChanged 117
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Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 15790 members 
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	Iteration 38Q: 3 clusters Score -2061771 nChanged 117
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Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2061798 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2061806 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2061842 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2061875 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2061917 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2061957.625000 Penalty: 3239.557617
	Iteration 44Q: 3 clusters Score -2061958 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2061986 nChanged 146
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Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2062026 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2062073 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 17216 members 
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	Iteration 48Q: 3 clusters Score -2062116 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2062147 nChanged 154
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Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2062187 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2062232.375000 Penalty: 3239.557617
	Iteration 51Q: 3 clusters Score -2062232 nChanged 139
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Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2062272 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2062307 nChanged 117
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Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2062336 nChanged 118
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Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 18169 members 
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	Iteration 55Q: 3 clusters Score -2062376 nChanged 131
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Mstep: Class 1 contains 3030 members 
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	Iteration 56Q: 3 clusters Score -2062415 nChanged 146
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Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 18442 members 
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	Iteration 57Q: 3 clusters Score -2062476 nChanged 151
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Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 18591 members 
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	Iteration 58Q: 3 clusters Score -2062527 nChanged 155
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Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 18738 members 
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	Iteration 59Q: 3 clusters Score -2062573 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2062630 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19031 members 
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	Iteration 61Q: 3 clusters Score -2062691 nChanged 150
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Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 19179 members 
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Score: -2062753.250000 Penalty: 3239.557617
	Iteration 62Q: 3 clusters Score -2062753 nChanged 140
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Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 19317 members 
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	Iteration 63Q: 3 clusters Score -2062800 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2062842 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2062890 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2062941 nChanged 114
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Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2062986 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2063029 nChanged 102
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Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2063071 nChanged 87
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Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2063101 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2063137 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2063166 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 20306 members 
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	Iteration 73Q: 3 clusters Score -2063200 nChanged 81
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Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2063237 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2063265 nChanged 64
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Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2063300 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20562 members 
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	Iteration 77Q: 3 clusters Score -2063330 nChanged 43
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Mstep: Class 1 contains 729 members 
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	Iteration 78Q: 3 clusters Score -2063354 nChanged 44
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Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20635 members 
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	Iteration 79Q: 3 clusters Score -2063376 nChanged 27
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Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2063381.875000 Penalty: 3239.557617
	Iteration 80F: 3 clusters Score -2063382 nChanged 22
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Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2063398 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20690 members 
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	Iteration 82Q: 3 clusters Score -2063410 nChanged 24
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Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2063423.375000 Penalty: 3239.557617
	Iteration 83Q: 3 clusters Score -2063423 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2063432.625000 Penalty: 3239.557617
	Iteration 84Q: 3 clusters Score -2063433 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2063440.000000 Penalty: 3239.557617
	Iteration 85Q: 3 clusters Score -2063440 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2063450 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2063455 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2063461.000000 Penalty: 3239.557617
	Iteration 88Q: 3 clusters Score -2063461 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2063465 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20777 members 
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	Iteration 90Q: 3 clusters Score -2063469 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2063470 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2063475 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2063475 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2063476 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2063477.875000 Penalty: 3239.557617
	Iteration 95Q: 3 clusters Score -2063478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2063480.375000 Penalty: 3239.557617
	Iteration 96Q: 3 clusters Score -2063480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2063482.250000 Penalty: 3239.557617
	Iteration 97Q: 3 clusters Score -2063482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2063482.250000 Penalty: 3239.557617
	Iteration 98F: 3 clusters Score -2063482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Entering Unmasked Estep 
Score: -149872.656250 Penalty: 1205.063843
	Iteration 0F: 2 clusters Score -149872.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -147947.906250 Penalty: 2410.127686
	Iteration 0F: 3 clusters Score -147947.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -148327.937500 Penalty: 2410.127686
	Iteration 1F: 3 clusters Score -148327.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -148463.421875 Penalty: 2410.127686
	Iteration 2F: 3 clusters Score -148463.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -148550.171875 Penalty: 2410.127686
	Iteration 3F: 3 clusters Score -148550.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -148597.718750 Penalty: 2410.127686
	Iteration 4Q: 3 clusters Score -148597.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -148627.390625 Penalty: 2410.127686
	Iteration 5Q: 3 clusters Score -148627.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -148648.406250 Penalty: 2410.127686
	Iteration 6Q: 3 clusters Score -148648.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -148666.156250 Penalty: 2410.127686
	Iteration 7Q: 3 clusters Score -148666.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -148685.453125 Penalty: 2410.127686
	Iteration 8Q: 3 clusters Score -148685.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -148703.359375 Penalty: 2410.127686
	Iteration 9Q: 3 clusters Score -148703.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -148722.718750 Penalty: 2410.127686
	Iteration 10Q: 3 clusters Score -148722.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -148736.515625 Penalty: 2410.127686
	Iteration 11Q: 3 clusters Score -148736.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -148745.671875 Penalty: 2410.127686
	Iteration 12Q: 3 clusters Score -148745.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -148753.187500 Penalty: 2410.127686
	Iteration 13Q: 3 clusters Score -148753.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -148756.281250 Penalty: 2410.127686
	Iteration 14Q: 3 clusters Score -148756.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -148758.343750 Penalty: 2410.127686
	Iteration 15Q: 3 clusters Score -148758.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -148759.171875 Penalty: 2410.127686
	Iteration 16Q: 3 clusters Score -148759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -148760.593750 Penalty: 2410.127686
	Iteration 17Q: 3 clusters Score -148760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -148761.203125 Penalty: 2410.127686
	Iteration 18Q: 3 clusters Score -148761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -148761.859375 Penalty: 2410.127686
	Iteration 19Q: 3 clusters Score -148761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -148762.734375 Penalty: 2410.127686
	Iteration 20F: 3 clusters Score -148762.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -148764.093750 Penalty: 2410.127686
	Iteration 21Q: 3 clusters Score -148764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -148768.640625 Penalty: 2410.127686
	Iteration 22Q: 3 clusters Score -148768.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -148772.125000 Penalty: 2410.127686
	Iteration 23Q: 3 clusters Score -148772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -148778.578125 Penalty: 2410.127686
	Iteration 24Q: 3 clusters Score -148778.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -148788.593750 Penalty: 2410.127686
	Iteration 25Q: 3 clusters Score -148788.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -148799.312500 Penalty: 2410.127686
	Iteration 26Q: 3 clusters Score -148799.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -148815.390625 Penalty: 2410.127686
	Iteration 27Q: 3 clusters Score -148815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -148828.578125 Penalty: 2410.127686
	Iteration 28Q: 3 clusters Score -148828.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -148834.640625 Penalty: 2410.127686
	Iteration 29Q: 3 clusters Score -148834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -148839.515625 Penalty: 2410.127686
	Iteration 30Q: 3 clusters Score -148839.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -148844.578125 Penalty: 2410.127686
	Iteration 31Q: 3 clusters Score -148844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -148848.484375 Penalty: 2410.127686
	Iteration 32Q: 3 clusters Score -148848.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -148855.468750 Penalty: 2410.127686
	Iteration 33Q: 3 clusters Score -148855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -148859.765625 Penalty: 2410.127686
	Iteration 34Q: 3 clusters Score -148859.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -148862.968750 Penalty: 2410.127686
	Iteration 35Q: 3 clusters Score -148863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -148866.359375 Penalty: 2410.127686
	Iteration 36Q: 3 clusters Score -148866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -148867.046875 Penalty: 2410.127686
	Iteration 37Q: 3 clusters Score -148867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -148868.515625 Penalty: 2410.127686
	Iteration 38Q: 3 clusters Score -148868.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -148868.765625 Penalty: 2410.127686
	Iteration 39Q: 3 clusters Score -148868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -148869.390625 Penalty: 2410.127686
	Iteration 40F: 3 clusters Score -148869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -148870.218750 Penalty: 2410.127686
	Iteration 41Q: 3 clusters Score -148870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -148873.187500 Penalty: 2410.127686
	Iteration 42Q: 3 clusters Score -148873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -148874.625000 Penalty: 2410.127686
	Iteration 43Q: 3 clusters Score -148874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -148877.328125 Penalty: 2410.127686
	Iteration 44Q: 3 clusters Score -148877.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -148880.671875 Penalty: 2410.127686
	Iteration 45Q: 3 clusters Score -148880.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -148888.171875 Penalty: 2410.127686
	Iteration 46Q: 3 clusters Score -148888.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -148893.093750 Penalty: 2410.127686
	Iteration 47Q: 3 clusters Score -148893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -148898.390625 Penalty: 2410.127686
	Iteration 48Q: 3 clusters Score -148898.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148903.140625 Penalty: 2410.127686
	Iteration 49Q: 3 clusters Score -148903.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148909.171875 Penalty: 2410.127686
	Iteration 50Q: 3 clusters Score -148909.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -148916.937500 Penalty: 2410.127686
	Iteration 51Q: 3 clusters Score -148916.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -148927.437500 Penalty: 2410.127686
	Iteration 52Q: 3 clusters Score -148927.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -148944.921875 Penalty: 2410.127686
	Iteration 53Q: 3 clusters Score -148944.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -148957.734375 Penalty: 2410.127686
	Iteration 54Q: 3 clusters Score -148957.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148969.000000 Penalty: 2410.127686
	Iteration 55Q: 3 clusters Score -148969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -148980.500000 Penalty: 2410.127686
	Iteration 56Q: 3 clusters Score -148980.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148987.546875 Penalty: 2410.127686
	Iteration 57Q: 3 clusters Score -148987.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -148994.625000 Penalty: 2410.127686
	Iteration 58Q: 3 clusters Score -148994.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -149002.343750 Penalty: 2410.127686
	Iteration 59Q: 3 clusters Score -149002.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -149008.718750 Penalty: 2410.127686
	Iteration 60F: 3 clusters Score -149008.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -149014.015625 Penalty: 2410.127686
	Iteration 61Q: 3 clusters Score -149014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -149020.218750 Penalty: 2410.127686
	Iteration 62Q: 3 clusters Score -149020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -149025.843750 Penalty: 2410.127686
	Iteration 63Q: 3 clusters Score -149025.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -149030.640625 Penalty: 2410.127686
	Iteration 64Q: 3 clusters Score -149030.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -149037.250000 Penalty: 2410.127686
	Iteration 65Q: 3 clusters Score -149037.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -149041.625000 Penalty: 2410.127686
	Iteration 66Q: 3 clusters Score -149041.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -149048.296875 Penalty: 2410.127686
	Iteration 67Q: 3 clusters Score -149048.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -149055.000000 Penalty: 2410.127686
	Iteration 68Q: 3 clusters Score -149055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -149059.890625 Penalty: 2410.127686
	Iteration 69Q: 3 clusters Score -149059.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -149066.453125 Penalty: 2410.127686
	Iteration 70Q: 3 clusters Score -149066.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -149069.515625 Penalty: 2410.127686
	Iteration 71Q: 3 clusters Score -149069.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -149073.890625 Penalty: 2410.127686
	Iteration 72Q: 3 clusters Score -149073.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -149078.265625 Penalty: 2410.127686
	Iteration 73Q: 3 clusters Score -149078.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -149081.390625 Penalty: 2410.127686
	Iteration 74Q: 3 clusters Score -149081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -149082.562500 Penalty: 2410.127686
	Iteration 75Q: 3 clusters Score -149082.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -149083.593750 Penalty: 2410.127686
	Iteration 76Q: 3 clusters Score -149083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -149085.312500 Penalty: 2410.127686
	Iteration 77Q: 3 clusters Score -149085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -149086.500000 Penalty: 2410.127686
	Iteration 78Q: 3 clusters Score -149086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -149087.156250 Penalty: 2410.127686
	Iteration 79Q: 3 clusters Score -149087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -149088.765625 Penalty: 2410.127686
	Iteration 80F: 3 clusters Score -149088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -149091.859375 Penalty: 2410.127686
	Iteration 81Q: 3 clusters Score -149091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -149093.328125 Penalty: 2410.127686
	Iteration 82Q: 3 clusters Score -149093.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -149094.578125 Penalty: 2410.127686
	Iteration 83Q: 3 clusters Score -149094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -149095.828125 Penalty: 2410.127686
	Iteration 84Q: 3 clusters Score -149095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -149096.406250 Penalty: 2410.127686
	Iteration 85Q: 3 clusters Score -149096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -149096.406250 Penalty: 2410.127686
	Iteration 86F: 3 clusters Score -149096.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -105997.382812 Penalty: 1147.745361
	Iteration 0F: 2 clusters Score -105997.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -104437.210938 Penalty: 2295.490723
	Iteration 0F: 3 clusters Score -104437.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -104724.257812 Penalty: 2295.490723
	Iteration 1F: 3 clusters Score -104724.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -104813.812500 Penalty: 2295.490723
	Iteration 2F: 3 clusters Score -104813.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104853.195312 Penalty: 2295.490723
	Iteration 3Q: 3 clusters Score -104853.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -104877.632812 Penalty: 2295.490723
	Iteration 4Q: 3 clusters Score -104877.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -104893.226562 Penalty: 2295.490723
	Iteration 5Q: 3 clusters Score -104893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104901.320312 Penalty: 2295.490723
	Iteration 6Q: 3 clusters Score -104901.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104904.734375 Penalty: 2295.490723
	Iteration 7Q: 3 clusters Score -104904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -104906.468750 Penalty: 2295.490723
	Iteration 8Q: 3 clusters Score -104906.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104908.468750 Penalty: 2295.490723
	Iteration 9Q: 3 clusters Score -104908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104909.773438 Penalty: 2295.490723
	Iteration 10Q: 3 clusters Score -104909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104910.859375 Penalty: 2295.490723
	Iteration 11Q: 3 clusters Score -104910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104911.296875 Penalty: 2295.490723
	Iteration 12Q: 3 clusters Score -104911.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104912.445312 Penalty: 2295.490723
	Iteration 13Q: 3 clusters Score -104912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -104913.218750 Penalty: 2295.490723
	Iteration 14Q: 3 clusters Score -104913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -104913.593750 Penalty: 2295.490723
	Iteration 15Q: 3 clusters Score -104913.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -104913.593750 Penalty: 2295.490723
	Iteration 16F: 3 clusters Score -104913.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Entering Unmasked Estep 
Score: -2340051.250000 Penalty: 1639.565674
	Iteration 0F: 2 clusters Score -2340051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2323741.500000 Penalty: 3279.131348
	Iteration 0F: 3 clusters Score -2323742 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2329766.250000 Penalty: 3279.131348
	Iteration 1F: 3 clusters Score -2329766 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2330108.500000 Penalty: 3279.131348
	Iteration 2Q: 3 clusters Score -2330108 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2330411.750000 Penalty: 3279.131348
	Iteration 3Q: 3 clusters Score -2330412 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2330712.750000 Penalty: 3279.131348
	Iteration 4Q: 3 clusters Score -2330713 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2331040.250000 Penalty: 3279.131348
	Iteration 5Q: 3 clusters Score -2331040 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2331469.750000 Penalty: 3279.131348
	Iteration 6Q: 3 clusters Score -2331470 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2332012.000000 Penalty: 3279.131348
	Iteration 7Q: 3 clusters Score -2332012 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2332636.750000 Penalty: 3279.131348
	Iteration 8Q: 3 clusters Score -2332637 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2333336.750000 Penalty: 3279.131348
	Iteration 9Q: 3 clusters Score -2333337 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2334055.500000 Penalty: 3279.131348
	Iteration 10Q: 3 clusters Score -2334056 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2334692.500000 Penalty: 3279.131348
	Iteration 11Q: 3 clusters Score -2334692 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2335241.500000 Penalty: 3279.131348
	Iteration 12Q: 3 clusters Score -2335242 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2335727.750000 Penalty: 3279.131348
	Iteration 13Q: 3 clusters Score -2335728 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2336153.000000 Penalty: 3279.131348
	Iteration 14Q: 3 clusters Score -2336153 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2336538.000000 Penalty: 3279.131348
	Iteration 15Q: 3 clusters Score -2336538 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2336873.500000 Penalty: 3279.131348
	Iteration 16Q: 3 clusters Score -2336874 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2337152.250000 Penalty: 3279.131348
	Iteration 17Q: 3 clusters Score -2337152 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2337387.500000 Penalty: 3279.131348
	Iteration 18Q: 3 clusters Score -2337388 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2337586.750000 Penalty: 3279.131348
	Iteration 19Q: 3 clusters Score -2337587 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2337747.500000 Penalty: 3279.131348
	Iteration 20F: 3 clusters Score -2337748 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2337880.000000 Penalty: 3279.131348
	Iteration 21Q: 3 clusters Score -2337880 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2337992.250000 Penalty: 3279.131348
	Iteration 22Q: 3 clusters Score -2337992 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2338086.750000 Penalty: 3279.131348
	Iteration 23Q: 3 clusters Score -2338087 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2338151.250000 Penalty: 3279.131348
	Iteration 24Q: 3 clusters Score -2338151 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2338200.000000 Penalty: 3279.131348
	Iteration 25Q: 3 clusters Score -2338200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2338244.250000 Penalty: 3279.131348
	Iteration 26Q: 3 clusters Score -2338244 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2338266.250000 Penalty: 3279.131348
	Iteration 27Q: 3 clusters Score -2338266 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2338302.500000 Penalty: 3279.131348
	Iteration 28Q: 3 clusters Score -2338302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2338335.500000 Penalty: 3279.131348
	Iteration 29Q: 3 clusters Score -2338336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2338367.000000 Penalty: 3279.131348
	Iteration 30Q: 3 clusters Score -2338367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2338387.000000 Penalty: 3279.131348
	Iteration 31Q: 3 clusters Score -2338387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2338426.250000 Penalty: 3279.131348
	Iteration 32Q: 3 clusters Score -2338426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2338452.250000 Penalty: 3279.131348
	Iteration 33Q: 3 clusters Score -2338452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2338470.500000 Penalty: 3279.131348
	Iteration 34Q: 3 clusters Score -2338470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2338485.750000 Penalty: 3279.131348
	Iteration 35Q: 3 clusters Score -2338486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2338516.250000 Penalty: 3279.131348
	Iteration 36Q: 3 clusters Score -2338516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2338536.250000 Penalty: 3279.131348
	Iteration 37Q: 3 clusters Score -2338536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2338553.750000 Penalty: 3279.131348
	Iteration 38Q: 3 clusters Score -2338554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2338581.750000 Penalty: 3279.131348
	Iteration 39Q: 3 clusters Score -2338582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2338601.500000 Penalty: 3279.131348
	Iteration 40F: 3 clusters Score -2338602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2338616.750000 Penalty: 3279.131348
	Iteration 41Q: 3 clusters Score -2338617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2338626.500000 Penalty: 3279.131348
	Iteration 42Q: 3 clusters Score -2338626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2338636.500000 Penalty: 3279.131348
	Iteration 43Q: 3 clusters Score -2338636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2338640.250000 Penalty: 3279.131348
	Iteration 44Q: 3 clusters Score -2338640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2338642.000000 Penalty: 3279.131348
	Iteration 45Q: 3 clusters Score -2338642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2338647.500000 Penalty: 3279.131348
	Iteration 46Q: 3 clusters Score -2338648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2338653.000000 Penalty: 3279.131348
	Iteration 47Q: 3 clusters Score -2338653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2338660.000000 Penalty: 3279.131348
	Iteration 48Q: 3 clusters Score -2338660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2338662.750000 Penalty: 3279.131348
	Iteration 49Q: 3 clusters Score -2338663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2338661.000000 Penalty: 3279.131348
	Iteration 50Q: 3 clusters Score -2338661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2338665.500000 Penalty: 3279.131348
	Iteration 51Q: 3 clusters Score -2338666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2338664.750000 Penalty: 3279.131348
	Iteration 52Q: 3 clusters Score -2338665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2338664.750000 Penalty: 3279.131348
	Iteration 53F: 3 clusters Score -2338665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Entering Unmasked Estep 
Score: -1307790.875000 Penalty: 1546.144043
	Iteration 0F: 2 clusters Score -1307791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1298423.750000 Penalty: 3092.288086
	Iteration 0F: 3 clusters Score -1298424 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1301554.375000 Penalty: 3092.288086
	Iteration 1F: 3 clusters Score -1301554 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1301848.750000 Penalty: 3092.288086
	Iteration 2F: 3 clusters Score -1301849 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1302108.000000 Penalty: 3092.288086
	Iteration 3Q: 3 clusters Score -1302108 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1302348.000000 Penalty: 3092.288086
	Iteration 4Q: 3 clusters Score -1302348 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1302602.875000 Penalty: 3092.288086
	Iteration 5Q: 3 clusters Score -1302603 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1302880.250000 Penalty: 3092.288086
	Iteration 6Q: 3 clusters Score -1302880 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1303185.625000 Penalty: 3092.288086
	Iteration 7Q: 3 clusters Score -1303186 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1303541.875000 Penalty: 3092.288086
	Iteration 8Q: 3 clusters Score -1303542 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1303974.375000 Penalty: 3092.288086
	Iteration 9Q: 3 clusters Score -1303974 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1304450.625000 Penalty: 3092.288086
	Iteration 10Q: 3 clusters Score -1304451 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1304918.625000 Penalty: 3092.288086
	Iteration 11Q: 3 clusters Score -1304919 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1305341.125000 Penalty: 3092.288086
	Iteration 12Q: 3 clusters Score -1305341 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1305689.500000 Penalty: 3092.288086
	Iteration 13Q: 3 clusters Score -1305690 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1305943.500000 Penalty: 3092.288086
	Iteration 14Q: 3 clusters Score -1305944 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1306101.250000 Penalty: 3092.288086
	Iteration 15Q: 3 clusters Score -1306101 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1306199.875000 Penalty: 3092.288086
	Iteration 16Q: 3 clusters Score -1306200 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1306268.875000 Penalty: 3092.288086
	Iteration 17Q: 3 clusters Score -1306269 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1306316.375000 Penalty: 3092.288086
	Iteration 18Q: 3 clusters Score -1306316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1306354.000000 Penalty: 3092.288086
	Iteration 19Q: 3 clusters Score -1306354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1306380.750000 Penalty: 3092.288086
	Iteration 20F: 3 clusters Score -1306381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1306399.625000 Penalty: 3092.288086
	Iteration 21Q: 3 clusters Score -1306400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1306412.625000 Penalty: 3092.288086
	Iteration 22Q: 3 clusters Score -1306413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1306426.500000 Penalty: 3092.288086
	Iteration 23Q: 3 clusters Score -1306426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1306435.375000 Penalty: 3092.288086
	Iteration 24Q: 3 clusters Score -1306435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1306442.000000 Penalty: 3092.288086
	Iteration 25Q: 3 clusters Score -1306442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1306450.375000 Penalty: 3092.288086
	Iteration 26Q: 3 clusters Score -1306450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1306461.125000 Penalty: 3092.288086
	Iteration 27Q: 3 clusters Score -1306461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1306470.875000 Penalty: 3092.288086
	Iteration 28Q: 3 clusters Score -1306471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1306482.125000 Penalty: 3092.288086
	Iteration 29Q: 3 clusters Score -1306482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1306486.875000 Penalty: 3092.288086
	Iteration 30Q: 3 clusters Score -1306487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1306491.000000 Penalty: 3092.288086
	Iteration 31Q: 3 clusters Score -1306491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1306494.250000 Penalty: 3092.288086
	Iteration 32Q: 3 clusters Score -1306494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1306495.125000 Penalty: 3092.288086
	Iteration 33Q: 3 clusters Score -1306495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1306495.125000 Penalty: 3092.288086
	Iteration 34F: 3 clusters Score -1306495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Entering Unmasked Estep 
Score: -1913969.000000 Penalty: 1607.379639
	Iteration 0F: 2 clusters Score -1913969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1900564.625000 Penalty: 3214.759277
	Iteration 0F: 3 clusters Score -1900565 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1905292.375000 Penalty: 3214.759277
	Iteration 1F: 3 clusters Score -1905292 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1905660.125000 Penalty: 3214.759277
	Iteration 2Q: 3 clusters Score -1905660 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1906071.000000 Penalty: 3214.759277
	Iteration 3Q: 3 clusters Score -1906071 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1906592.250000 Penalty: 3214.759277
	Iteration 4F: 3 clusters Score -1906592 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1907328.375000 Penalty: 3214.759277
	Iteration 5F: 3 clusters Score -1907328 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1908330.875000 Penalty: 3214.759277
	Iteration 6F: 3 clusters Score -1908331 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1909532.500000 Penalty: 3214.759277
	Iteration 7F: 3 clusters Score -1909532 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1910721.375000 Penalty: 3214.759277
	Iteration 8F: 3 clusters Score -1910721 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1911578.375000 Penalty: 3214.759277
	Iteration 9Q: 3 clusters Score -1911578 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -1912049.875000 Penalty: 3214.759277
	Iteration 10Q: 3 clusters Score -1912050 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1912294.750000 Penalty: 3214.759277
	Iteration 11Q: 3 clusters Score -1912295 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -1912416.250000 Penalty: 3214.759277
	Iteration 12Q: 3 clusters Score -1912416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -1912481.000000 Penalty: 3214.759277
	Iteration 13Q: 3 clusters Score -1912481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -1912506.375000 Penalty: 3214.759277
	Iteration 14Q: 3 clusters Score -1912506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -1912533.500000 Penalty: 3214.759277
	Iteration 15Q: 3 clusters Score -1912534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1912550.750000 Penalty: 3214.759277
	Iteration 16Q: 3 clusters Score -1912551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1912554.375000 Penalty: 3214.759277
	Iteration 17Q: 3 clusters Score -1912554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -1912565.750000 Penalty: 3214.759277
	Iteration 18Q: 3 clusters Score -1912566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -1912574.625000 Penalty: 3214.759277
	Iteration 19Q: 3 clusters Score -1912575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -1912577.125000 Penalty: 3214.759277
	Iteration 20F: 3 clusters Score -1912577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -1912578.500000 Penalty: 3214.759277
	Iteration 21Q: 3 clusters Score -1912578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1912586.250000 Penalty: 3214.759277
	Iteration 22Q: 3 clusters Score -1912586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -1912590.625000 Penalty: 3214.759277
	Iteration 23Q: 3 clusters Score -1912591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -1912591.750000 Penalty: 3214.759277
	Iteration 24Q: 3 clusters Score -1912592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1912596.375000 Penalty: 3214.759277
	Iteration 25Q: 3 clusters Score -1912596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -1912598.875000 Penalty: 3214.759277
	Iteration 26Q: 3 clusters Score -1912599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1912601.750000 Penalty: 3214.759277
	Iteration 27Q: 3 clusters Score -1912602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1912601.750000 Penalty: 3214.759277
	Iteration 28F: 3 clusters Score -1912602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1084966.000000 Penalty: 1517.372681
	Iteration 0F: 2 clusters Score -1084966 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 5620 members 
Entering Unmasked Estep 
Score: -1076958.500000 Penalty: 3034.745361
	Iteration 0F: 3 clusters Score -1076958 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1079556.000000 Penalty: 3034.745361
	Iteration 1F: 3 clusters Score -1079556 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1079828.250000 Penalty: 3034.745361
	Iteration 2F: 3 clusters Score -1079828 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1080021.750000 Penalty: 3034.745361
	Iteration 3Q: 3 clusters Score -1080022 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1080210.875000 Penalty: 3034.745361
	Iteration 4Q: 3 clusters Score -1080211 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1080375.250000 Penalty: 3034.745361
	Iteration 5Q: 3 clusters Score -1080375 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1080555.625000 Penalty: 3034.745361
	Iteration 6Q: 3 clusters Score -1080556 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1080754.500000 Penalty: 3034.745361
	Iteration 7Q: 3 clusters Score -1080754 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1080999.000000 Penalty: 3034.745361
	Iteration 8Q: 3 clusters Score -1080999 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1081299.250000 Penalty: 3034.745361
	Iteration 9Q: 3 clusters Score -1081299 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1081624.750000 Penalty: 3034.745361
	Iteration 10Q: 3 clusters Score -1081625 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1081944.500000 Penalty: 3034.745361
	Iteration 11Q: 3 clusters Score -1081944 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1082175.875000 Penalty: 3034.745361
	Iteration 12Q: 3 clusters Score -1082176 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1082349.250000 Penalty: 3034.745361
	Iteration 13Q: 3 clusters Score -1082349 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1082497.125000 Penalty: 3034.745361
	Iteration 14Q: 3 clusters Score -1082497 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1082635.125000 Penalty: 3034.745361
	Iteration 15Q: 3 clusters Score -1082635 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1082758.625000 Penalty: 3034.745361
	Iteration 16Q: 3 clusters Score -1082759 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1082869.000000 Penalty: 3034.745361
	Iteration 17Q: 3 clusters Score -1082869 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1082975.000000 Penalty: 3034.745361
	Iteration 18Q: 3 clusters Score -1082975 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1083088.375000 Penalty: 3034.745361
	Iteration 19Q: 3 clusters Score -1083088 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1083199.250000 Penalty: 3034.745361
	Iteration 20F: 3 clusters Score -1083199 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1083297.750000 Penalty: 3034.745361
	Iteration 21Q: 3 clusters Score -1083298 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1083378.125000 Penalty: 3034.745361
	Iteration 22Q: 3 clusters Score -1083378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1083441.375000 Penalty: 3034.745361
	Iteration 23Q: 3 clusters Score -1083441 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1083505.375000 Penalty: 3034.745361
	Iteration 24Q: 3 clusters Score -1083505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1083560.375000 Penalty: 3034.745361
	Iteration 25Q: 3 clusters Score -1083560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1083598.875000 Penalty: 3034.745361
	Iteration 26Q: 3 clusters Score -1083599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1083623.750000 Penalty: 3034.745361
	Iteration 27Q: 3 clusters Score -1083624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1083639.125000 Penalty: 3034.745361
	Iteration 28Q: 3 clusters Score -1083639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1083649.375000 Penalty: 3034.745361
	Iteration 29Q: 3 clusters Score -1083649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1083659.250000 Penalty: 3034.745361
	Iteration 30Q: 3 clusters Score -1083659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1083670.375000 Penalty: 3034.745361
	Iteration 31Q: 3 clusters Score -1083670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1083685.500000 Penalty: 3034.745361
	Iteration 32Q: 3 clusters Score -1083686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1083694.375000 Penalty: 3034.745361
	Iteration 33Q: 3 clusters Score -1083694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1083701.500000 Penalty: 3034.745361
	Iteration 34Q: 3 clusters Score -1083702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1083711.750000 Penalty: 3034.745361
	Iteration 35Q: 3 clusters Score -1083712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1083722.750000 Penalty: 3034.745361
	Iteration 36Q: 3 clusters Score -1083723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1083729.500000 Penalty: 3034.745361
	Iteration 37Q: 3 clusters Score -1083730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1083731.875000 Penalty: 3034.745361
	Iteration 38Q: 3 clusters Score -1083732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1083731.875000 Penalty: 3034.745361
	Iteration 39F: 3 clusters Score -1083732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -299371.593750 Penalty: 1309.014771
	Iteration 0F: 2 clusters Score -299371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -296592.406250 Penalty: 2618.029541
	Iteration 0F: 3 clusters Score -296592.4 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -297245.375000 Penalty: 2618.029541
	Iteration 1F: 3 clusters Score -297245.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -297368.750000 Penalty: 2618.029541
	Iteration 2F: 3 clusters Score -297368.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -297444.562500 Penalty: 2618.029541
	Iteration 3Q: 3 clusters Score -297444.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -297486.562500 Penalty: 2618.029541
	Iteration 4Q: 3 clusters Score -297486.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -297523.218750 Penalty: 2618.029541
	Iteration 5Q: 3 clusters Score -297523.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -297553.812500 Penalty: 2618.029541
	Iteration 6Q: 3 clusters Score -297553.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -297583.812500 Penalty: 2618.029541
	Iteration 7Q: 3 clusters Score -297583.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -297601.906250 Penalty: 2618.029541
	Iteration 8Q: 3 clusters Score -297601.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -297622.468750 Penalty: 2618.029541
	Iteration 9Q: 3 clusters Score -297622.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -297634.343750 Penalty: 2618.029541
	Iteration 10Q: 3 clusters Score -297634.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -297644.562500 Penalty: 2618.029541
	Iteration 11Q: 3 clusters Score -297644.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -297657.406250 Penalty: 2618.029541
	Iteration 12Q: 3 clusters Score -297657.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -297673.812500 Penalty: 2618.029541
	Iteration 13Q: 3 clusters Score -297673.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -297687.406250 Penalty: 2618.029541
	Iteration 14Q: 3 clusters Score -297687.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -297700.812500 Penalty: 2618.029541
	Iteration 15Q: 3 clusters Score -297700.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -297709.343750 Penalty: 2618.029541
	Iteration 16Q: 3 clusters Score -297709.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -297720.187500 Penalty: 2618.029541
	Iteration 17Q: 3 clusters Score -297720.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -297728.781250 Penalty: 2618.029541
	Iteration 18Q: 3 clusters Score -297728.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -297737.812500 Penalty: 2618.029541
	Iteration 19Q: 3 clusters Score -297737.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -297743.781250 Penalty: 2618.029541
	Iteration 20F: 3 clusters Score -297743.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -297753.281250 Penalty: 2618.029541
	Iteration 21Q: 3 clusters Score -297753.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -297763.687500 Penalty: 2618.029541
	Iteration 22Q: 3 clusters Score -297763.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -297775.750000 Penalty: 2618.029541
	Iteration 23Q: 3 clusters Score -297775.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -297787.750000 Penalty: 2618.029541
	Iteration 24Q: 3 clusters Score -297787.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -297797.687500 Penalty: 2618.029541
	Iteration 25Q: 3 clusters Score -297797.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -297809.593750 Penalty: 2618.029541
	Iteration 26Q: 3 clusters Score -297809.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -297821.625000 Penalty: 2618.029541
	Iteration 27Q: 3 clusters Score -297821.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -297835.343750 Penalty: 2618.029541
	Iteration 28Q: 3 clusters Score -297835.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -297857.375000 Penalty: 2618.029541
	Iteration 29Q: 3 clusters Score -297857.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -297874.250000 Penalty: 2618.029541
	Iteration 30Q: 3 clusters Score -297874.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -297892.687500 Penalty: 2618.029541
	Iteration 31Q: 3 clusters Score -297892.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -297917.218750 Penalty: 2618.029541
	Iteration 32Q: 3 clusters Score -297917.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -297943.062500 Penalty: 2618.029541
	Iteration 33Q: 3 clusters Score -297943.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -297965.937500 Penalty: 2618.029541
	Iteration 34Q: 3 clusters Score -297965.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -297981.281250 Penalty: 2618.029541
	Iteration 35Q: 3 clusters Score -297981.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -297997.687500 Penalty: 2618.029541
	Iteration 36Q: 3 clusters Score -297997.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -298012.812500 Penalty: 2618.029541
	Iteration 37Q: 3 clusters Score -298012.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -298023.375000 Penalty: 2618.029541
	Iteration 38Q: 3 clusters Score -298023.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -298028.750000 Penalty: 2618.029541
	Iteration 39Q: 3 clusters Score -298028.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -298033.187500 Penalty: 2618.029541
	Iteration 40F: 3 clusters Score -298033.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -298037.031250 Penalty: 2618.029541
	Iteration 41Q: 3 clusters Score -298037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -298041.312500 Penalty: 2618.029541
	Iteration 42Q: 3 clusters Score -298041.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -298044.468750 Penalty: 2618.029541
	Iteration 43Q: 3 clusters Score -298044.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -298048.000000 Penalty: 2618.029541
	Iteration 44Q: 3 clusters Score -298048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -298052.562500 Penalty: 2618.029541
	Iteration 45Q: 3 clusters Score -298052.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -298056.093750 Penalty: 2618.029541
	Iteration 46Q: 3 clusters Score -298056.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -298058.750000 Penalty: 2618.029541
	Iteration 47Q: 3 clusters Score -298058.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -298062.406250 Penalty: 2618.029541
	Iteration 48Q: 3 clusters Score -298062.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -298065.156250 Penalty: 2618.029541
	Iteration 49Q: 3 clusters Score -298065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -298071.843750 Penalty: 2618.029541
	Iteration 50Q: 3 clusters Score -298071.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -298079.281250 Penalty: 2618.029541
	Iteration 51Q: 3 clusters Score -298079.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -298089.437500 Penalty: 2618.029541
	Iteration 52Q: 3 clusters Score -298089.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -298096.687500 Penalty: 2618.029541
	Iteration 53Q: 3 clusters Score -298096.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -298104.125000 Penalty: 2618.029541
	Iteration 54Q: 3 clusters Score -298104.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -298110.843750 Penalty: 2618.029541
	Iteration 55Q: 3 clusters Score -298110.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -298116.125000 Penalty: 2618.029541
	Iteration 56Q: 3 clusters Score -298116.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -298120.000000 Penalty: 2618.029541
	Iteration 57Q: 3 clusters Score -298120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -298123.062500 Penalty: 2618.029541
	Iteration 58Q: 3 clusters Score -298123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -298126.375000 Penalty: 2618.029541
	Iteration 59Q: 3 clusters Score -298126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -298128.656250 Penalty: 2618.029541
	Iteration 60F: 3 clusters Score -298128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -298131.562500 Penalty: 2618.029541
	Iteration 61Q: 3 clusters Score -298131.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -298132.875000 Penalty: 2618.029541
	Iteration 62Q: 3 clusters Score -298132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -298134.812500 Penalty: 2618.029541
	Iteration 63Q: 3 clusters Score -298134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -298137.625000 Penalty: 2618.029541
	Iteration 64Q: 3 clusters Score -298137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -298140.531250 Penalty: 2618.029541
	Iteration 65Q: 3 clusters Score -298140.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -298144.468750 Penalty: 2618.029541
	Iteration 66Q: 3 clusters Score -298144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -298146.656250 Penalty: 2618.029541
	Iteration 67Q: 3 clusters Score -298146.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -298153.218750 Penalty: 2618.029541
	Iteration 68Q: 3 clusters Score -298153.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -298158.781250 Penalty: 2618.029541
	Iteration 69Q: 3 clusters Score -298158.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -298164.156250 Penalty: 2618.029541
	Iteration 70Q: 3 clusters Score -298164.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -298170.281250 Penalty: 2618.029541
	Iteration 71Q: 3 clusters Score -298170.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -298176.406250 Penalty: 2618.029541
	Iteration 72Q: 3 clusters Score -298176.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -298185.843750 Penalty: 2618.029541
	Iteration 73Q: 3 clusters Score -298185.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -298193.750000 Penalty: 2618.029541
	Iteration 74Q: 3 clusters Score -298193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -298202.156250 Penalty: 2618.029541
	Iteration 75Q: 3 clusters Score -298202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -298206.343750 Penalty: 2618.029541
	Iteration 76Q: 3 clusters Score -298206.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -298208.687500 Penalty: 2618.029541
	Iteration 77Q: 3 clusters Score -298208.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -298210.000000 Penalty: 2618.029541
	Iteration 78Q: 3 clusters Score -298210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -298212.250000 Penalty: 2618.029541
	Iteration 79Q: 3 clusters Score -298212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -298217.687500 Penalty: 2618.029541
	Iteration 80F: 3 clusters Score -298217.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -298223.250000 Penalty: 2618.029541
	Iteration 81Q: 3 clusters Score -298223.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -298230.437500 Penalty: 2618.029541
	Iteration 82Q: 3 clusters Score -298230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -298237.562500 Penalty: 2618.029541
	Iteration 83Q: 3 clusters Score -298237.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -298246.093750 Penalty: 2618.029541
	Iteration 84Q: 3 clusters Score -298246.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -298254.375000 Penalty: 2618.029541
	Iteration 85Q: 3 clusters Score -298254.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -298260.156250 Penalty: 2618.029541
	Iteration 86Q: 3 clusters Score -298260.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -298264.968750 Penalty: 2618.029541
	Iteration 87Q: 3 clusters Score -298265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -298273.875000 Penalty: 2618.029541
	Iteration 88Q: 3 clusters Score -298273.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -298279.156250 Penalty: 2618.029541
	Iteration 89Q: 3 clusters Score -298279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -298281.312500 Penalty: 2618.029541
	Iteration 90Q: 3 clusters Score -298281.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -298283.812500 Penalty: 2618.029541
	Iteration 91Q: 3 clusters Score -298283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -298288.218750 Penalty: 2618.029541
	Iteration 92Q: 3 clusters Score -298288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -298292.093750 Penalty: 2618.029541
	Iteration 93Q: 3 clusters Score -298292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -298294.718750 Penalty: 2618.029541
	Iteration 94Q: 3 clusters Score -298294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -298300.281250 Penalty: 2618.029541
	Iteration 95Q: 3 clusters Score -298300.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -298311.437500 Penalty: 2618.029541
	Iteration 96Q: 3 clusters Score -298311.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -298317.406250 Penalty: 2618.029541
	Iteration 97Q: 3 clusters Score -298317.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -298321.937500 Penalty: 2618.029541
	Iteration 98Q: 3 clusters Score -298321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -298323.343750 Penalty: 2618.029541
	Iteration 99Q: 3 clusters Score -298323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -298323.343750 Penalty: 2618.029541
	Iteration 100F: 3 clusters Score -298323.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -460962.437500 Penalty: 1384.562988
	Iteration 0F: 2 clusters Score -460962.4 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 2471 members 
Entering Unmasked Estep 
Score: -457048.875000 Penalty: 2769.125977
	Iteration 0F: 3 clusters Score -457048.9 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -458284.656250 Penalty: 2769.125977
	Iteration 1F: 3 clusters Score -458284.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -458649.500000 Penalty: 2769.125977
	Iteration 2F: 3 clusters Score -458649.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -458981.218750 Penalty: 2769.125977
	Iteration 3F: 3 clusters Score -458981.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -459361.125000 Penalty: 2769.125977
	Iteration 4F: 3 clusters Score -459361.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -459776.375000 Penalty: 2769.125977
	Iteration 5F: 3 clusters Score -459776.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -460180.093750 Penalty: 2769.125977
	Iteration 6F: 3 clusters Score -460180.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -460487.687500 Penalty: 2769.125977
	Iteration 7F: 3 clusters Score -460487.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -460745.156250 Penalty: 2769.125977
	Iteration 8Q: 3 clusters Score -460745.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -460916.062500 Penalty: 2769.125977
	Iteration 9Q: 3 clusters Score -460916.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -461010.531250 Penalty: 2769.125977
	Iteration 10Q: 3 clusters Score -461010.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -461076.656250 Penalty: 2769.125977
	Iteration 11Q: 3 clusters Score -461076.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -461126.437500 Penalty: 2769.125977
	Iteration 12Q: 3 clusters Score -461126.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -461181.812500 Penalty: 2769.125977
	Iteration 13Q: 3 clusters Score -461181.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -461216.875000 Penalty: 2769.125977
	Iteration 14Q: 3 clusters Score -461216.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -461245.031250 Penalty: 2769.125977
	Iteration 15Q: 3 clusters Score -461245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -461264.343750 Penalty: 2769.125977
	Iteration 16Q: 3 clusters Score -461264.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -461275.531250 Penalty: 2769.125977
	Iteration 17Q: 3 clusters Score -461275.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -461289.187500 Penalty: 2769.125977
	Iteration 18Q: 3 clusters Score -461289.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -461304.468750 Penalty: 2769.125977
	Iteration 19Q: 3 clusters Score -461304.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -461311.468750 Penalty: 2769.125977
	Iteration 20F: 3 clusters Score -461311.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -461317.062500 Penalty: 2769.125977
	Iteration 21Q: 3 clusters Score -461317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -461318.593750 Penalty: 2769.125977
	Iteration 22Q: 3 clusters Score -461318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -461320.187500 Penalty: 2769.125977
	Iteration 23Q: 3 clusters Score -461320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -461320.750000 Penalty: 2769.125977
	Iteration 24Q: 3 clusters Score -461320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -461321.750000 Penalty: 2769.125977
	Iteration 25Q: 3 clusters Score -461321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -461322.531250 Penalty: 2769.125977
	Iteration 26Q: 3 clusters Score -461322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -461324.375000 Penalty: 2769.125977
	Iteration 27Q: 3 clusters Score -461324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -461324.156250 Penalty: 2769.125977
	Iteration 28Q: 3 clusters Score -461324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -461324.500000 Penalty: 2769.125977
	Iteration 29Q: 3 clusters Score -461324.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -461324.500000 Penalty: 2769.125977
	Iteration 30F: 3 clusters Score -461324.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16004 members 
Mstep: Class 3 contains 20594 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21330 members 
Mstep: Class 7 contains 1662 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24092 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 19763 members 
Mstep: Class 12 contains 11358 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 7983 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 31570 members 
Mstep: Class 18 contains 8709 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 94146 members 
Mstep: Class 21 contains 95351 members 
Mstep: Class 22 contains 70604 members 
Mstep: Class 23 contains 4048 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 9230 members 
Mstep: Class 26 contains 2132 members 
Entering Unmasked Estep 
Score: -44817660.000000 Penalty: 55278.062500
Splitting cluster 14 changes total score from -44817852.000000 to -44817660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (7983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Entering Unmasked Estep 
Score: -758415.437500 Penalty: 1460.073730
	Iteration 0F: 2 clusters Score -758415.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -752612.062500 Penalty: 2920.147461
	Iteration 0F: 3 clusters Score -752612.1 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -754655.312500 Penalty: 2920.147461
	Iteration 1F: 3 clusters Score -754655.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -755046.750000 Penalty: 2920.147461
	Iteration 2F: 3 clusters Score -755046.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -755408.312500 Penalty: 2920.147461
	Iteration 3F: 3 clusters Score -755408.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -755791.875000 Penalty: 2920.147461
	Iteration 4F: 3 clusters Score -755791.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -756173.812500 Penalty: 2920.147461
	Iteration 5F: 3 clusters Score -756173.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -756526.125000 Penalty: 2920.147461
	Iteration 6F: 3 clusters Score -756526.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -756831.500000 Penalty: 2920.147461
	Iteration 7Q: 3 clusters Score -756831.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -757066.625000 Penalty: 2920.147461
	Iteration 8Q: 3 clusters Score -757066.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -757282.062500 Penalty: 2920.147461
	Iteration 9Q: 3 clusters Score -757282.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -757484.312500 Penalty: 2920.147461
	Iteration 10Q: 3 clusters Score -757484.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -757613.250000 Penalty: 2920.147461
	Iteration 11Q: 3 clusters Score -757613.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -757690.625000 Penalty: 2920.147461
	Iteration 12Q: 3 clusters Score -757690.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -757721.312500 Penalty: 2920.147461
	Iteration 13Q: 3 clusters Score -757721.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -757740.625000 Penalty: 2920.147461
	Iteration 14Q: 3 clusters Score -757740.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -757752.062500 Penalty: 2920.147461
	Iteration 15Q: 3 clusters Score -757752.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -757757.000000 Penalty: 2920.147461
	Iteration 16Q: 3 clusters Score -757757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -757764.437500 Penalty: 2920.147461
	Iteration 17Q: 3 clusters Score -757764.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -757766.812500 Penalty: 2920.147461
	Iteration 18Q: 3 clusters Score -757766.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -757767.937500 Penalty: 2920.147461
	Iteration 19Q: 3 clusters Score -757767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -757769.187500 Penalty: 2920.147461
	Iteration 20F: 3 clusters Score -757769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -757768.875000 Penalty: 2920.147461
	Iteration 21Q: 3 clusters Score -757768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -757769.187500 Penalty: 2920.147461
	Iteration 22Q: 3 clusters Score -757769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -757769.562500 Penalty: 2920.147461
	Iteration 23Q: 3 clusters Score -757769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -757769.562500 Penalty: 2920.147461
	Iteration 24F: 3 clusters Score -757769.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -251093.140625 Penalty: 1280.323364
	Iteration 0F: 2 clusters Score -251093.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -248619.656250 Penalty: 2560.646729
	Iteration 0F: 3 clusters Score -248619.7 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -249186.453125 Penalty: 2560.646729
	Iteration 1F: 3 clusters Score -249186.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -249291.671875 Penalty: 2560.646729
	Iteration 2F: 3 clusters Score -249291.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -249374.656250 Penalty: 2560.646729
	Iteration 3Q: 3 clusters Score -249374.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -249446.984375 Penalty: 2560.646729
	Iteration 4Q: 3 clusters Score -249447 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -249520.906250 Penalty: 2560.646729
	Iteration 5Q: 3 clusters Score -249520.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -249616.250000 Penalty: 2560.646729
	Iteration 6Q: 3 clusters Score -249616.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -249719.843750 Penalty: 2560.646729
	Iteration 7Q: 3 clusters Score -249719.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -249810.921875 Penalty: 2560.646729
	Iteration 8Q: 3 clusters Score -249810.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -249888.000000 Penalty: 2560.646729
	Iteration 9Q: 3 clusters Score -249888 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -249967.109375 Penalty: 2560.646729
	Iteration 10Q: 3 clusters Score -249967.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -250026.843750 Penalty: 2560.646729
	Iteration 11Q: 3 clusters Score -250026.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -250067.609375 Penalty: 2560.646729
	Iteration 12Q: 3 clusters Score -250067.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -250096.765625 Penalty: 2560.646729
	Iteration 13Q: 3 clusters Score -250096.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -250126.125000 Penalty: 2560.646729
	Iteration 14Q: 3 clusters Score -250126.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -250155.156250 Penalty: 2560.646729
	Iteration 15Q: 3 clusters Score -250155.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -250184.046875 Penalty: 2560.646729
	Iteration 16Q: 3 clusters Score -250184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -250193.968750 Penalty: 2560.646729
	Iteration 17Q: 3 clusters Score -250194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -250200.578125 Penalty: 2560.646729
	Iteration 18Q: 3 clusters Score -250200.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -250203.546875 Penalty: 2560.646729
	Iteration 19Q: 3 clusters Score -250203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -250203.828125 Penalty: 2560.646729
	Iteration 20F: 3 clusters Score -250203.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Entering Unmasked Estep 
Score: -3055249.250000 Penalty: 1683.493896
	Iteration 0F: 2 clusters Score -3055249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3033813.250000 Penalty: 3366.987793
	Iteration 0F: 3 clusters Score -3033813 nChanged 14593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3041769.000000 Penalty: 3366.987793
	Iteration 1F: 3 clusters Score -3041769 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3042068.500000 Penalty: 3366.987793
	Iteration 2Q: 3 clusters Score -3042068 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3042344.500000 Penalty: 3366.987793
	Iteration 3Q: 3 clusters Score -3042344 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3042593.000000 Penalty: 3366.987793
	Iteration 4Q: 3 clusters Score -3042593 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3042829.750000 Penalty: 3366.987793
	Iteration 5Q: 3 clusters Score -3042830 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3043118.750000 Penalty: 3366.987793
	Iteration 6Q: 3 clusters Score -3043119 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3043452.750000 Penalty: 3366.987793
	Iteration 7Q: 3 clusters Score -3043453 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3043868.500000 Penalty: 3366.987793
	Iteration 8Q: 3 clusters Score -3043868 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3044495.000000 Penalty: 3366.987793
	Iteration 9Q: 3 clusters Score -3044495 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3045459.000000 Penalty: 3366.987793
	Iteration 10F: 3 clusters Score -3045459 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3046770.250000 Penalty: 3366.987793
	Iteration 11F: 3 clusters Score -3046770 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3048259.750000 Penalty: 3366.987793
	Iteration 12F: 3 clusters Score -3048260 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3049507.500000 Penalty: 3366.987793
	Iteration 13F: 3 clusters Score -3049508 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3050225.500000 Penalty: 3366.987793
	Iteration 14Q: 3 clusters Score -3050226 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3050638.500000 Penalty: 3366.987793
	Iteration 15Q: 3 clusters Score -3050638 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3050916.750000 Penalty: 3366.987793
	Iteration 16Q: 3 clusters Score -3050917 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3051116.000000 Penalty: 3366.987793
	Iteration 17Q: 3 clusters Score -3051116 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3051287.000000 Penalty: 3366.987793
	Iteration 18Q: 3 clusters Score -3051287 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3051440.250000 Penalty: 3366.987793
	Iteration 19Q: 3 clusters Score -3051440 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3051609.500000 Penalty: 3366.987793
	Iteration 20F: 3 clusters Score -3051610 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3051772.250000 Penalty: 3366.987793
	Iteration 21Q: 3 clusters Score -3051772 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3051944.250000 Penalty: 3366.987793
	Iteration 22Q: 3 clusters Score -3051944 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3052147.000000 Penalty: 3366.987793
	Iteration 23Q: 3 clusters Score -3052147 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -3052343.250000 Penalty: 3366.987793
	Iteration 24Q: 3 clusters Score -3052343 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3052540.000000 Penalty: 3366.987793
	Iteration 25Q: 3 clusters Score -3052540 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3052713.250000 Penalty: 3366.987793
	Iteration 26Q: 3 clusters Score -3052713 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3052869.500000 Penalty: 3366.987793
	Iteration 27Q: 3 clusters Score -3052870 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3053007.000000 Penalty: 3366.987793
	Iteration 28Q: 3 clusters Score -3053007 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3053119.250000 Penalty: 3366.987793
	Iteration 29Q: 3 clusters Score -3053119 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3053201.500000 Penalty: 3366.987793
	Iteration 30Q: 3 clusters Score -3053202 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3053271.750000 Penalty: 3366.987793
	Iteration 31Q: 3 clusters Score -3053272 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3053327.750000 Penalty: 3366.987793
	Iteration 32Q: 3 clusters Score -3053328 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3053377.000000 Penalty: 3366.987793
	Iteration 33Q: 3 clusters Score -3053377 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3053425.750000 Penalty: 3366.987793
	Iteration 34Q: 3 clusters Score -3053426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3053463.750000 Penalty: 3366.987793
	Iteration 35Q: 3 clusters Score -3053464 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3053478.250000 Penalty: 3366.987793
	Iteration 36Q: 3 clusters Score -3053478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3053510.250000 Penalty: 3366.987793
	Iteration 37Q: 3 clusters Score -3053510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3053530.000000 Penalty: 3366.987793
	Iteration 38Q: 3 clusters Score -3053530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3053552.750000 Penalty: 3366.987793
	Iteration 39Q: 3 clusters Score -3053553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3053560.500000 Penalty: 3366.987793
	Iteration 40F: 3 clusters Score -3053560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3053572.750000 Penalty: 3366.987793
	Iteration 41Q: 3 clusters Score -3053573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3053580.750000 Penalty: 3366.987793
	Iteration 42Q: 3 clusters Score -3053581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3053584.750000 Penalty: 3366.987793
	Iteration 43Q: 3 clusters Score -3053585 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3053592.500000 Penalty: 3366.987793
	Iteration 44Q: 3 clusters Score -3053592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3053599.750000 Penalty: 3366.987793
	Iteration 45Q: 3 clusters Score -3053600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3053609.500000 Penalty: 3366.987793
	Iteration 46Q: 3 clusters Score -3053610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3053622.250000 Penalty: 3366.987793
	Iteration 47Q: 3 clusters Score -3053622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3053631.250000 Penalty: 3366.987793
	Iteration 48Q: 3 clusters Score -3053631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3053637.250000 Penalty: 3366.987793
	Iteration 49Q: 3 clusters Score -3053637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3053652.750000 Penalty: 3366.987793
	Iteration 50Q: 3 clusters Score -3053653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3053662.750000 Penalty: 3366.987793
	Iteration 51Q: 3 clusters Score -3053663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3053674.500000 Penalty: 3366.987793
	Iteration 52Q: 3 clusters Score -3053674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3053676.250000 Penalty: 3366.987793
	Iteration 53Q: 3 clusters Score -3053676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3053681.250000 Penalty: 3366.987793
	Iteration 54Q: 3 clusters Score -3053681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3053688.250000 Penalty: 3366.987793
	Iteration 55Q: 3 clusters Score -3053688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3053695.250000 Penalty: 3366.987793
	Iteration 56Q: 3 clusters Score -3053695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3053700.500000 Penalty: 3366.987793
	Iteration 57Q: 3 clusters Score -3053700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3053709.000000 Penalty: 3366.987793
	Iteration 58Q: 3 clusters Score -3053709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3053719.250000 Penalty: 3366.987793
	Iteration 59Q: 3 clusters Score -3053719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3053721.500000 Penalty: 3366.987793
	Iteration 60F: 3 clusters Score -3053722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3053729.750000 Penalty: 3366.987793
	Iteration 61Q: 3 clusters Score -3053730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3053744.000000 Penalty: 3366.987793
	Iteration 62Q: 3 clusters Score -3053744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3053750.000000 Penalty: 3366.987793
	Iteration 63Q: 3 clusters Score -3053750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3053753.250000 Penalty: 3366.987793
	Iteration 64Q: 3 clusters Score -3053753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3053757.500000 Penalty: 3366.987793
	Iteration 65Q: 3 clusters Score -3053758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3053760.000000 Penalty: 3366.987793
	Iteration 66Q: 3 clusters Score -3053760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3053758.250000 Penalty: 3366.987793
	Iteration 67Q: 3 clusters Score -3053758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3053760.000000 Penalty: 3366.987793
	Iteration 68Q: 3 clusters Score -3053760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3053764.500000 Penalty: 3366.987793
	Iteration 69Q: 3 clusters Score -3053764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3053762.250000 Penalty: 3366.987793
	Iteration 70Q: 3 clusters Score -3053762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3053762.250000 Penalty: 3366.987793
	Iteration 71Q: 3 clusters Score -3053762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3053762.250000 Penalty: 3366.987793
	Iteration 72F: 3 clusters Score -3053762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -818217.375000 Penalty: 1474.218262
	Iteration 0F: 2 clusters Score -818217.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -811800.375000 Penalty: 2948.436523
	Iteration 0F: 3 clusters Score -811800.4 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -813761.000000 Penalty: 2948.436523
	Iteration 1F: 3 clusters Score -813761 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -813986.875000 Penalty: 2948.436523
	Iteration 2F: 3 clusters Score -813986.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -814159.562500 Penalty: 2948.436523
	Iteration 3Q: 3 clusters Score -814159.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -814273.125000 Penalty: 2948.436523
	Iteration 4Q: 3 clusters Score -814273.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -814375.562500 Penalty: 2948.436523
	Iteration 5Q: 3 clusters Score -814375.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -814460.000000 Penalty: 2948.436523
	Iteration 6Q: 3 clusters Score -814460 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -814544.687500 Penalty: 2948.436523
	Iteration 7Q: 3 clusters Score -814544.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -814623.437500 Penalty: 2948.436523
	Iteration 8Q: 3 clusters Score -814623.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -814714.812500 Penalty: 2948.436523
	Iteration 9Q: 3 clusters Score -814714.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -814827.812500 Penalty: 2948.436523
	Iteration 10Q: 3 clusters Score -814827.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -814988.375000 Penalty: 2948.436523
	Iteration 11Q: 3 clusters Score -814988.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -815153.875000 Penalty: 2948.436523
	Iteration 12Q: 3 clusters Score -815153.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -815349.312500 Penalty: 2948.436523
	Iteration 13Q: 3 clusters Score -815349.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -815546.750000 Penalty: 2948.436523
	Iteration 14Q: 3 clusters Score -815546.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -815744.062500 Penalty: 2948.436523
	Iteration 15Q: 3 clusters Score -815744.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -815953.437500 Penalty: 2948.436523
	Iteration 16Q: 3 clusters Score -815953.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -816153.625000 Penalty: 2948.436523
	Iteration 17Q: 3 clusters Score -816153.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -816327.625000 Penalty: 2948.436523
	Iteration 18Q: 3 clusters Score -816327.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -816462.750000 Penalty: 2948.436523
	Iteration 19Q: 3 clusters Score -816462.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -816594.500000 Penalty: 2948.436523
	Iteration 20F: 3 clusters Score -816594.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -816697.562500 Penalty: 2948.436523
	Iteration 21Q: 3 clusters Score -816697.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -816770.875000 Penalty: 2948.436523
	Iteration 22Q: 3 clusters Score -816770.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -816817.437500 Penalty: 2948.436523
	Iteration 23Q: 3 clusters Score -816817.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -816852.500000 Penalty: 2948.436523
	Iteration 24Q: 3 clusters Score -816852.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -816875.750000 Penalty: 2948.436523
	Iteration 25Q: 3 clusters Score -816875.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -816886.750000 Penalty: 2948.436523
	Iteration 26Q: 3 clusters Score -816886.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -816892.312500 Penalty: 2948.436523
	Iteration 27Q: 3 clusters Score -816892.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -816900.312500 Penalty: 2948.436523
	Iteration 28Q: 3 clusters Score -816900.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -816904.687500 Penalty: 2948.436523
	Iteration 29Q: 3 clusters Score -816904.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -816907.500000 Penalty: 2948.436523
	Iteration 30Q: 3 clusters Score -816907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -816906.750000 Penalty: 2948.436523
	Iteration 31Q: 3 clusters Score -816906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -816908.250000 Penalty: 2948.436523
	Iteration 32Q: 3 clusters Score -816908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -816908.250000 Penalty: 2948.436523
	Iteration 33F: 3 clusters Score -816908.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -8829.245117 Penalty: 777.967407
	Iteration 0F: 2 clusters Score -8829.245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8227.271484 Penalty: 1555.934814
	Iteration 0F: 3 clusters Score -8227.271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8284.055664 Penalty: 1555.934814
	Iteration 1F: 3 clusters Score -8284.056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8300.918945 Penalty: 1555.934814
	Iteration 2Q: 3 clusters Score -8300.919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8300.918945 Penalty: 1555.934814
	Iteration 3F: 3 clusters Score -8300.919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (94146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Entering Unmasked Estep 
Score: -9009828.000000 Penalty: 1861.047852
	Iteration 0F: 2 clusters Score -9009828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -8946688.000000 Penalty: 3722.095703
	Iteration 0F: 3 clusters Score -8946688 nChanged 44835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -8973072.000000 Penalty: 3722.095703
	Iteration 1F: 3 clusters Score -8973072 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -8974208.000000 Penalty: 3722.095703
	Iteration 2Q: 3 clusters Score -8974208 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -8975828.000000 Penalty: 3722.095703
	Iteration 3Q: 3 clusters Score -8975828 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -8977959.000000 Penalty: 3722.095703
	Iteration 4Q: 3 clusters Score -8977959 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -8980852.000000 Penalty: 3722.095703
	Iteration 5F: 3 clusters Score -8980852 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -8984541.000000 Penalty: 3722.095703
	Iteration 6F: 3 clusters Score -8984541 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -8989083.000000 Penalty: 3722.095703
	Iteration 7F: 3 clusters Score -8989083 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -8993986.000000 Penalty: 3722.095703
	Iteration 8F: 3 clusters Score -8993986 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -8998451.000000 Penalty: 3722.095703
	Iteration 9F: 3 clusters Score -8998451 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -9001746.000000 Penalty: 3722.095703
	Iteration 10Q: 3 clusters Score -9001746 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -9003869.000000 Penalty: 3722.095703
	Iteration 11Q: 3 clusters Score -9003869 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -9005259.000000 Penalty: 3722.095703
	Iteration 12Q: 3 clusters Score -9005259 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -9006173.000000 Penalty: 3722.095703
	Iteration 13Q: 3 clusters Score -9006173 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -9006857.000000 Penalty: 3722.095703
	Iteration 14Q: 3 clusters Score -9006857 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87794 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -9007303.000000 Penalty: 3722.095703
	Iteration 15Q: 3 clusters Score -9007303 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -9007574.000000 Penalty: 3722.095703
	Iteration 16Q: 3 clusters Score -9007574 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -9007816.000000 Penalty: 3722.095703
	Iteration 17Q: 3 clusters Score -9007816 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -9007989.000000 Penalty: 3722.095703
	Iteration 18Q: 3 clusters Score -9007989 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -9008145.000000 Penalty: 3722.095703
	Iteration 19Q: 3 clusters Score -9008145 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -9008275.000000 Penalty: 3722.095703
	Iteration 20F: 3 clusters Score -9008275 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90261 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -9008391.000000 Penalty: 3722.095703
	Iteration 21Q: 3 clusters Score -9008391 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -9008499.000000 Penalty: 3722.095703
	Iteration 22Q: 3 clusters Score -9008499 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -9008558.000000 Penalty: 3722.095703
	Iteration 23Q: 3 clusters Score -9008558 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -9008598.000000 Penalty: 3722.095703
	Iteration 24Q: 3 clusters Score -9008598 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90984 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -9008626.000000 Penalty: 3722.095703
	Iteration 25Q: 3 clusters Score -9008626 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91116 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -9008642.000000 Penalty: 3722.095703
	Iteration 26Q: 3 clusters Score -9008642 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -9008682.000000 Penalty: 3722.095703
	Iteration 27Q: 3 clusters Score -9008682 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -9008687.000000 Penalty: 3722.095703
	Iteration 28Q: 3 clusters Score -9008687 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -9008703.000000 Penalty: 3722.095703
	Iteration 29Q: 3 clusters Score -9008703 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -9008707.000000 Penalty: 3722.095703
	Iteration 30Q: 3 clusters Score -9008707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -9008719.000000 Penalty: 3722.095703
	Iteration 31Q: 3 clusters Score -9008719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -9008730.000000 Penalty: 3722.095703
	Iteration 32Q: 3 clusters Score -9008730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -9008743.000000 Penalty: 3722.095703
	Iteration 33Q: 3 clusters Score -9008743 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91633 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -9008730.000000 Penalty: 3722.095703
	Iteration 34Q: 3 clusters Score -9008730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -9008740.000000 Penalty: 3722.095703
	Iteration 35Q: 3 clusters Score -9008740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -9008742.000000 Penalty: 3722.095703
	Iteration 36Q: 3 clusters Score -9008742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -9008754.000000 Penalty: 3722.095703
	Iteration 37Q: 3 clusters Score -9008754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9008781.000000 Penalty: 3722.095703
	Iteration 38Q: 3 clusters Score -9008781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9008798.000000 Penalty: 3722.095703
	Iteration 39Q: 3 clusters Score -9008798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91793 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -9008794.000000 Penalty: 3722.095703
	Iteration 40F: 3 clusters Score -9008794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9008783.000000 Penalty: 3722.095703
	Iteration 41Q: 3 clusters Score -9008783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -9008779.000000 Penalty: 3722.095703
	Iteration 42Q: 3 clusters Score -9008779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -9008784.000000 Penalty: 3722.095703
	Iteration 43Q: 3 clusters Score -9008784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -9008796.000000 Penalty: 3722.095703
	Iteration 44Q: 3 clusters Score -9008796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9008789.000000 Penalty: 3722.095703
	Iteration 45Q: 3 clusters Score -9008789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91867 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -9008783.000000 Penalty: 3722.095703
	Iteration 46Q: 3 clusters Score -9008783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91877 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -9008789.000000 Penalty: 3722.095703
	Iteration 47Q: 3 clusters Score -9008789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91882 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9008787.000000 Penalty: 3722.095703
	Iteration 48Q: 3 clusters Score -9008787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9008793.000000 Penalty: 3722.095703
	Iteration 49Q: 3 clusters Score -9008793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91893 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9008804.000000 Penalty: 3722.095703
	Iteration 50Q: 3 clusters Score -9008804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -9008801.000000 Penalty: 3722.095703
	Iteration 51Q: 3 clusters Score -9008801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91902 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9008793.000000 Penalty: 3722.095703
	Iteration 52Q: 3 clusters Score -9008793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91904 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -9008792.000000 Penalty: 3722.095703
	Iteration 53Q: 3 clusters Score -9008792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91906 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -9008800.000000 Penalty: 3722.095703
	Iteration 54Q: 3 clusters Score -9008800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91906 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -9008800.000000 Penalty: 3722.095703
	Iteration 55F: 3 clusters Score -9008800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (95351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Entering Unmasked Estep 
Score: -9189836.000000 Penalty: 1863.114624
	Iteration 0F: 2 clusters Score -9189836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -9125985.000000 Penalty: 3726.229248
	Iteration 0F: 3 clusters Score -9125985 nChanged 45799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -9153401.000000 Penalty: 3726.229248
	Iteration 1F: 3 clusters Score -9153401 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -9155739.000000 Penalty: 3726.229248
	Iteration 2F: 3 clusters Score -9155739 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -9159256.000000 Penalty: 3726.229248
	Iteration 3F: 3 clusters Score -9159256 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -9164288.000000 Penalty: 3726.229248
	Iteration 4F: 3 clusters Score -9164288 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -9170574.000000 Penalty: 3726.229248
	Iteration 5F: 3 clusters Score -9170574 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -9176691.000000 Penalty: 3726.229248
	Iteration 6F: 3 clusters Score -9176691 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -9181514.000000 Penalty: 3726.229248
	Iteration 7F: 3 clusters Score -9181514 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -9184774.000000 Penalty: 3726.229248
	Iteration 8Q: 3 clusters Score -9184774 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -9186676.000000 Penalty: 3726.229248
	Iteration 9Q: 3 clusters Score -9186676 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -9187690.000000 Penalty: 3726.229248
	Iteration 10Q: 3 clusters Score -9187690 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -9188352.000000 Penalty: 3726.229248
	Iteration 11Q: 3 clusters Score -9188352 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -9188714.000000 Penalty: 3726.229248
	Iteration 12Q: 3 clusters Score -9188714 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -9188902.000000 Penalty: 3726.229248
	Iteration 13Q: 3 clusters Score -9188902 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -9189027.000000 Penalty: 3726.229248
	Iteration 14Q: 3 clusters Score -9189027 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9189087.000000 Penalty: 3726.229248
	Iteration 15Q: 3 clusters Score -9189087 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -9189154.000000 Penalty: 3726.229248
	Iteration 16Q: 3 clusters Score -9189154 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -9189207.000000 Penalty: 3726.229248
	Iteration 17Q: 3 clusters Score -9189207 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -9189221.000000 Penalty: 3726.229248
	Iteration 18Q: 3 clusters Score -9189221 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -9189246.000000 Penalty: 3726.229248
	Iteration 19Q: 3 clusters Score -9189246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9189252.000000 Penalty: 3726.229248
	Iteration 20F: 3 clusters Score -9189252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9189239.000000 Penalty: 3726.229248
	Iteration 21Q: 3 clusters Score -9189239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9189246.000000 Penalty: 3726.229248
	Iteration 22Q: 3 clusters Score -9189246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9189248.000000 Penalty: 3726.229248
	Iteration 23Q: 3 clusters Score -9189248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9189254.000000 Penalty: 3726.229248
	Iteration 24Q: 3 clusters Score -9189254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -9189247.000000 Penalty: 3726.229248
	Iteration 25Q: 3 clusters Score -9189247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9189253.000000 Penalty: 3726.229248
	Iteration 26Q: 3 clusters Score -9189253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -9189248.000000 Penalty: 3726.229248
	Iteration 27Q: 3 clusters Score -9189248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93340 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9189247.000000 Penalty: 3726.229248
	Iteration 28Q: 3 clusters Score -9189247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9189249.000000 Penalty: 3726.229248
	Iteration 29Q: 3 clusters Score -9189249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9189252.000000 Penalty: 3726.229248
	Iteration 30Q: 3 clusters Score -9189252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9189254.000000 Penalty: 3726.229248
	Iteration 31Q: 3 clusters Score -9189254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9189258.000000 Penalty: 3726.229248
	Iteration 32Q: 3 clusters Score -9189258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9189253.000000 Penalty: 3726.229248
	Iteration 33Q: 3 clusters Score -9189253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93361 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -9189250.000000 Penalty: 3726.229248
	Iteration 34Q: 3 clusters Score -9189250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9189251.000000 Penalty: 3726.229248
	Iteration 35Q: 3 clusters Score -9189251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9189248.000000 Penalty: 3726.229248
	Iteration 36Q: 3 clusters Score -9189248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9189259.000000 Penalty: 3726.229248
	Iteration 37Q: 3 clusters Score -9189259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9189259.000000 Penalty: 3726.229248
	Iteration 38F: 3 clusters Score -9189259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Entering Unmasked Estep 
Score: -6766260.500000 Penalty: 1814.286743
	Iteration 0F: 2 clusters Score -6766260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -6718748.500000 Penalty: 3628.573486
	Iteration 0F: 3 clusters Score -6718748 nChanged 33681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -6738427.500000 Penalty: 3628.573486
	Iteration 1F: 3 clusters Score -6738428 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -6739354.000000 Penalty: 3628.573486
	Iteration 2Q: 3 clusters Score -6739354 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -6740570.000000 Penalty: 3628.573486
	Iteration 3Q: 3 clusters Score -6740570 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -6742298.000000 Penalty: 3628.573486
	Iteration 4F: 3 clusters Score -6742298 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -6744600.000000 Penalty: 3628.573486
	Iteration 5F: 3 clusters Score -6744600 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -6747589.000000 Penalty: 3628.573486
	Iteration 6F: 3 clusters Score -6747589 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -6750691.000000 Penalty: 3628.573486
	Iteration 7F: 3 clusters Score -6750691 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -6753921.000000 Penalty: 3628.573486
	Iteration 8F: 3 clusters Score -6753921 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -6756749.000000 Penalty: 3628.573486
	Iteration 9F: 3 clusters Score -6756749 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -6759151.000000 Penalty: 3628.573486
	Iteration 10Q: 3 clusters Score -6759151 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -6761031.500000 Penalty: 3628.573486
	Iteration 11Q: 3 clusters Score -6761032 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -6762362.000000 Penalty: 3628.573486
	Iteration 12Q: 3 clusters Score -6762362 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -6763103.500000 Penalty: 3628.573486
	Iteration 13Q: 3 clusters Score -6763104 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -6763587.000000 Penalty: 3628.573486
	Iteration 14Q: 3 clusters Score -6763587 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -6764002.500000 Penalty: 3628.573486
	Iteration 15Q: 3 clusters Score -6764002 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -6764291.000000 Penalty: 3628.573486
	Iteration 16Q: 3 clusters Score -6764291 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -6764492.500000 Penalty: 3628.573486
	Iteration 17Q: 3 clusters Score -6764492 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6764660.500000 Penalty: 3628.573486
	Iteration 18Q: 3 clusters Score -6764660 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -6764823.000000 Penalty: 3628.573486
	Iteration 19Q: 3 clusters Score -6764823 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6764961.500000 Penalty: 3628.573486
	Iteration 20F: 3 clusters Score -6764962 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6765074.000000 Penalty: 3628.573486
	Iteration 21Q: 3 clusters Score -6765074 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -6765159.500000 Penalty: 3628.573486
	Iteration 22Q: 3 clusters Score -6765160 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -6765206.500000 Penalty: 3628.573486
	Iteration 23Q: 3 clusters Score -6765206 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -6765244.500000 Penalty: 3628.573486
	Iteration 24Q: 3 clusters Score -6765244 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -6765265.500000 Penalty: 3628.573486
	Iteration 25Q: 3 clusters Score -6765266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6765261.000000 Penalty: 3628.573486
	Iteration 26Q: 3 clusters Score -6765261 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6765286.000000 Penalty: 3628.573486
	Iteration 27Q: 3 clusters Score -6765286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67581 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6765286.000000 Penalty: 3628.573486
	Iteration 28Q: 3 clusters Score -6765286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -6765292.500000 Penalty: 3628.573486
	Iteration 29Q: 3 clusters Score -6765292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6765292.000000 Penalty: 3628.573486
	Iteration 30Q: 3 clusters Score -6765292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -6765295.000000 Penalty: 3628.573486
	Iteration 31Q: 3 clusters Score -6765295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -6765304.000000 Penalty: 3628.573486
	Iteration 32Q: 3 clusters Score -6765304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6765301.000000 Penalty: 3628.573486
	Iteration 33Q: 3 clusters Score -6765301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -6765299.500000 Penalty: 3628.573486
	Iteration 34Q: 3 clusters Score -6765300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -6765312.000000 Penalty: 3628.573486
	Iteration 35Q: 3 clusters Score -6765312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6765310.000000 Penalty: 3628.573486
	Iteration 36Q: 3 clusters Score -6765310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6765325.000000 Penalty: 3628.573486
	Iteration 37Q: 3 clusters Score -6765325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -6765332.000000 Penalty: 3628.573486
	Iteration 38Q: 3 clusters Score -6765332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67861 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -6765336.000000 Penalty: 3628.573486
	Iteration 39Q: 3 clusters Score -6765336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6765340.500000 Penalty: 3628.573486
	Iteration 40F: 3 clusters Score -6765340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6765340.000000 Penalty: 3628.573486
	Iteration 41Q: 3 clusters Score -6765340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6765338.500000 Penalty: 3628.573486
	Iteration 42Q: 3 clusters Score -6765338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6765346.500000 Penalty: 3628.573486
	Iteration 43Q: 3 clusters Score -6765346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6765343.000000 Penalty: 3628.573486
	Iteration 44Q: 3 clusters Score -6765343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -6765342.500000 Penalty: 3628.573486
	Iteration 45Q: 3 clusters Score -6765342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6765347.500000 Penalty: 3628.573486
	Iteration 46Q: 3 clusters Score -6765348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6765335.000000 Penalty: 3628.573486
	Iteration 47Q: 3 clusters Score -6765335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6765334.000000 Penalty: 3628.573486
	Iteration 48Q: 3 clusters Score -6765334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6765343.000000 Penalty: 3628.573486
	Iteration 49Q: 3 clusters Score -6765343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6765340.500000 Penalty: 3628.573486
	Iteration 50Q: 3 clusters Score -6765340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6765341.000000 Penalty: 3628.573486
	Iteration 51Q: 3 clusters Score -6765341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6765345.500000 Penalty: 3628.573486
	Iteration 52Q: 3 clusters Score -6765346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6765347.000000 Penalty: 3628.573486
	Iteration 53Q: 3 clusters Score -6765347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6765347.000000 Penalty: 3628.573486
	Iteration 54F: 3 clusters Score -6765347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -389542.312500 Penalty: 1349.721436
	Iteration 0F: 2 clusters Score -389542.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -386159.437500 Penalty: 2699.442871
	Iteration 0F: 3 clusters Score -386159.4 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -387055.750000 Penalty: 2699.442871
	Iteration 1F: 3 clusters Score -387055.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -387248.000000 Penalty: 2699.442871
	Iteration 2F: 3 clusters Score -387248 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -387394.562500 Penalty: 2699.442871
	Iteration 3F: 3 clusters Score -387394.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -387528.406250 Penalty: 2699.442871
	Iteration 4Q: 3 clusters Score -387528.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -387668.031250 Penalty: 2699.442871
	Iteration 5Q: 3 clusters Score -387668 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -387814.625000 Penalty: 2699.442871
	Iteration 6F: 3 clusters Score -387814.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -387947.437500 Penalty: 2699.442871
	Iteration 7Q: 3 clusters Score -387947.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -388038.687500 Penalty: 2699.442871
	Iteration 8Q: 3 clusters Score -388038.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -388125.750000 Penalty: 2699.442871
	Iteration 9Q: 3 clusters Score -388125.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -388187.843750 Penalty: 2699.442871
	Iteration 10Q: 3 clusters Score -388187.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -388241.531250 Penalty: 2699.442871
	Iteration 11Q: 3 clusters Score -388241.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -388286.531250 Penalty: 2699.442871
	Iteration 12Q: 3 clusters Score -388286.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -388319.875000 Penalty: 2699.442871
	Iteration 13Q: 3 clusters Score -388319.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -388349.375000 Penalty: 2699.442871
	Iteration 14Q: 3 clusters Score -388349.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -388371.468750 Penalty: 2699.442871
	Iteration 15Q: 3 clusters Score -388371.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -388392.218750 Penalty: 2699.442871
	Iteration 16Q: 3 clusters Score -388392.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -388409.281250 Penalty: 2699.442871
	Iteration 17Q: 3 clusters Score -388409.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -388426.937500 Penalty: 2699.442871
	Iteration 18Q: 3 clusters Score -388426.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -388443.062500 Penalty: 2699.442871
	Iteration 19Q: 3 clusters Score -388443.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -388458.718750 Penalty: 2699.442871
	Iteration 20F: 3 clusters Score -388458.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -388474.156250 Penalty: 2699.442871
	Iteration 21Q: 3 clusters Score -388474.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -388483.343750 Penalty: 2699.442871
	Iteration 22Q: 3 clusters Score -388483.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -388491.312500 Penalty: 2699.442871
	Iteration 23Q: 3 clusters Score -388491.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -388494.875000 Penalty: 2699.442871
	Iteration 24Q: 3 clusters Score -388494.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -388500.250000 Penalty: 2699.442871
	Iteration 25Q: 3 clusters Score -388500.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -388506.750000 Penalty: 2699.442871
	Iteration 26Q: 3 clusters Score -388506.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -388510.937500 Penalty: 2699.442871
	Iteration 27Q: 3 clusters Score -388510.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -388515.718750 Penalty: 2699.442871
	Iteration 28Q: 3 clusters Score -388515.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -388520.093750 Penalty: 2699.442871
	Iteration 29Q: 3 clusters Score -388520.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -388521.375000 Penalty: 2699.442871
	Iteration 30Q: 3 clusters Score -388521.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -388523.468750 Penalty: 2699.442871
	Iteration 31Q: 3 clusters Score -388523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -388526.062500 Penalty: 2699.442871
	Iteration 32Q: 3 clusters Score -388526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -388528.843750 Penalty: 2699.442871
	Iteration 33Q: 3 clusters Score -388528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -388531.812500 Penalty: 2699.442871
	Iteration 34Q: 3 clusters Score -388531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -388533.187500 Penalty: 2699.442871
	Iteration 35Q: 3 clusters Score -388533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -388533.750000 Penalty: 2699.442871
	Iteration 36Q: 3 clusters Score -388533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -388534.781250 Penalty: 2699.442871
	Iteration 37Q: 3 clusters Score -388534.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -388534.781250 Penalty: 2699.442871
	Iteration 38F: 3 clusters Score -388534.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Entering Unmasked Estep 
Score: -584229.000000 Penalty: 1418.789673
	Iteration 0F: 2 clusters Score -584229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -579542.312500 Penalty: 2837.579346
	Iteration 0F: 3 clusters Score -579542.3 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -580847.562500 Penalty: 2837.579346
	Iteration 1F: 3 clusters Score -580847.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -581016.125000 Penalty: 2837.579346
	Iteration 2F: 3 clusters Score -581016.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -581145.312500 Penalty: 2837.579346
	Iteration 3Q: 3 clusters Score -581145.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -581291.500000 Penalty: 2837.579346
	Iteration 4Q: 3 clusters Score -581291.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -581440.937500 Penalty: 2837.579346
	Iteration 5Q: 3 clusters Score -581440.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -581627.750000 Penalty: 2837.579346
	Iteration 6Q: 3 clusters Score -581627.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -581824.625000 Penalty: 2837.579346
	Iteration 7Q: 3 clusters Score -581824.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -582042.875000 Penalty: 2837.579346
	Iteration 8F: 3 clusters Score -582042.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -582234.687500 Penalty: 2837.579346
	Iteration 9Q: 3 clusters Score -582234.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -582396.000000 Penalty: 2837.579346
	Iteration 10Q: 3 clusters Score -582396 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -582521.312500 Penalty: 2837.579346
	Iteration 11Q: 3 clusters Score -582521.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -582648.937500 Penalty: 2837.579346
	Iteration 12Q: 3 clusters Score -582648.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -582768.625000 Penalty: 2837.579346
	Iteration 13Q: 3 clusters Score -582768.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -582877.875000 Penalty: 2837.579346
	Iteration 14Q: 3 clusters Score -582877.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -582983.937500 Penalty: 2837.579346
	Iteration 15Q: 3 clusters Score -582983.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -583093.000000 Penalty: 2837.579346
	Iteration 16Q: 3 clusters Score -583093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -583154.437500 Penalty: 2837.579346
	Iteration 17Q: 3 clusters Score -583154.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -583193.750000 Penalty: 2837.579346
	Iteration 18Q: 3 clusters Score -583193.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -583214.250000 Penalty: 2837.579346
	Iteration 19Q: 3 clusters Score -583214.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -583226.687500 Penalty: 2837.579346
	Iteration 20F: 3 clusters Score -583226.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -583235.625000 Penalty: 2837.579346
	Iteration 21Q: 3 clusters Score -583235.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -583244.437500 Penalty: 2837.579346
	Iteration 22Q: 3 clusters Score -583244.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -583250.000000 Penalty: 2837.579346
	Iteration 23Q: 3 clusters Score -583250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -583251.312500 Penalty: 2837.579346
	Iteration 24Q: 3 clusters Score -583251.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -583254.500000 Penalty: 2837.579346
	Iteration 25Q: 3 clusters Score -583254.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -583258.437500 Penalty: 2837.579346
	Iteration 26Q: 3 clusters Score -583258.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -583260.000000 Penalty: 2837.579346
	Iteration 27Q: 3 clusters Score -583260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -583260.000000 Penalty: 2837.579346
	Iteration 28F: 3 clusters Score -583260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Entering Unmasked Estep 
Score: -894172.812500 Penalty: 1483.659912
	Iteration 0F: 2 clusters Score -894172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -887483.312500 Penalty: 2967.319824
	Iteration 0F: 3 clusters Score -887483.3 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -889609.500000 Penalty: 2967.319824
	Iteration 1F: 3 clusters Score -889609.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -889835.625000 Penalty: 2967.319824
	Iteration 2F: 3 clusters Score -889835.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -890012.250000 Penalty: 2967.319824
	Iteration 3Q: 3 clusters Score -890012.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -890169.687500 Penalty: 2967.319824
	Iteration 4Q: 3 clusters Score -890169.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -890309.812500 Penalty: 2967.319824
	Iteration 5Q: 3 clusters Score -890309.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -890445.750000 Penalty: 2967.319824
	Iteration 6Q: 3 clusters Score -890445.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -890587.750000 Penalty: 2967.319824
	Iteration 7Q: 3 clusters Score -890587.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -890736.312500 Penalty: 2967.319824
	Iteration 8Q: 3 clusters Score -890736.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -890915.312500 Penalty: 2967.319824
	Iteration 9Q: 3 clusters Score -890915.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -891103.375000 Penalty: 2967.319824
	Iteration 10Q: 3 clusters Score -891103.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -891328.375000 Penalty: 2967.319824
	Iteration 11Q: 3 clusters Score -891328.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -891552.125000 Penalty: 2967.319824
	Iteration 12Q: 3 clusters Score -891552.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -891741.250000 Penalty: 2967.319824
	Iteration 13Q: 3 clusters Score -891741.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -891876.250000 Penalty: 2967.319824
	Iteration 14Q: 3 clusters Score -891876.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -891988.062500 Penalty: 2967.319824
	Iteration 15Q: 3 clusters Score -891988.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -892046.187500 Penalty: 2967.319824
	Iteration 16Q: 3 clusters Score -892046.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -892078.500000 Penalty: 2967.319824
	Iteration 17Q: 3 clusters Score -892078.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -892105.437500 Penalty: 2967.319824
	Iteration 18Q: 3 clusters Score -892105.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -892124.187500 Penalty: 2967.319824
	Iteration 19Q: 3 clusters Score -892124.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -892142.375000 Penalty: 2967.319824
	Iteration 20F: 3 clusters Score -892142.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -892161.750000 Penalty: 2967.319824
	Iteration 21Q: 3 clusters Score -892161.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -892174.812500 Penalty: 2967.319824
	Iteration 22Q: 3 clusters Score -892174.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -892190.875000 Penalty: 2967.319824
	Iteration 23Q: 3 clusters Score -892190.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -892213.812500 Penalty: 2967.319824
	Iteration 24Q: 3 clusters Score -892213.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -892238.062500 Penalty: 2967.319824
	Iteration 25Q: 3 clusters Score -892238.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -892262.437500 Penalty: 2967.319824
	Iteration 26Q: 3 clusters Score -892262.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -892283.000000 Penalty: 2967.319824
	Iteration 27Q: 3 clusters Score -892283 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -892298.812500 Penalty: 2967.319824
	Iteration 28Q: 3 clusters Score -892298.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -892315.750000 Penalty: 2967.319824
	Iteration 29Q: 3 clusters Score -892315.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -892335.187500 Penalty: 2967.319824
	Iteration 30Q: 3 clusters Score -892335.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -892357.500000 Penalty: 2967.319824
	Iteration 31Q: 3 clusters Score -892357.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -892378.437500 Penalty: 2967.319824
	Iteration 32Q: 3 clusters Score -892378.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -892399.875000 Penalty: 2967.319824
	Iteration 33Q: 3 clusters Score -892399.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -892417.125000 Penalty: 2967.319824
	Iteration 34Q: 3 clusters Score -892417.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -892434.500000 Penalty: 2967.319824
	Iteration 35Q: 3 clusters Score -892434.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -892459.000000 Penalty: 2967.319824
	Iteration 36Q: 3 clusters Score -892459 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -892494.812500 Penalty: 2967.319824
	Iteration 37Q: 3 clusters Score -892494.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -892534.812500 Penalty: 2967.319824
	Iteration 38Q: 3 clusters Score -892534.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -892578.875000 Penalty: 2967.319824
	Iteration 39Q: 3 clusters Score -892578.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -892628.625000 Penalty: 2967.319824
	Iteration 40F: 3 clusters Score -892628.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -892671.937500 Penalty: 2967.319824
	Iteration 41Q: 3 clusters Score -892671.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -892713.625000 Penalty: 2967.319824
	Iteration 42Q: 3 clusters Score -892713.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -892754.000000 Penalty: 2967.319824
	Iteration 43Q: 3 clusters Score -892754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -892790.875000 Penalty: 2967.319824
	Iteration 44Q: 3 clusters Score -892790.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -892820.750000 Penalty: 2967.319824
	Iteration 45Q: 3 clusters Score -892820.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -892840.375000 Penalty: 2967.319824
	Iteration 46Q: 3 clusters Score -892840.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -892861.250000 Penalty: 2967.319824
	Iteration 47Q: 3 clusters Score -892861.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -892876.375000 Penalty: 2967.319824
	Iteration 48Q: 3 clusters Score -892876.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -892894.312500 Penalty: 2967.319824
	Iteration 49Q: 3 clusters Score -892894.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -892909.812500 Penalty: 2967.319824
	Iteration 50Q: 3 clusters Score -892909.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -892924.062500 Penalty: 2967.319824
	Iteration 51Q: 3 clusters Score -892924.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -892938.437500 Penalty: 2967.319824
	Iteration 52Q: 3 clusters Score -892938.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -892960.312500 Penalty: 2967.319824
	Iteration 53Q: 3 clusters Score -892960.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -892987.812500 Penalty: 2967.319824
	Iteration 54Q: 3 clusters Score -892987.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -893013.125000 Penalty: 2967.319824
	Iteration 55Q: 3 clusters Score -893013.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -893035.187500 Penalty: 2967.319824
	Iteration 56Q: 3 clusters Score -893035.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -893048.875000 Penalty: 2967.319824
	Iteration 57Q: 3 clusters Score -893048.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -893073.125000 Penalty: 2967.319824
	Iteration 58Q: 3 clusters Score -893073.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -893086.312500 Penalty: 2967.319824
	Iteration 59Q: 3 clusters Score -893086.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -893098.000000 Penalty: 2967.319824
	Iteration 60F: 3 clusters Score -893098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -893106.375000 Penalty: 2967.319824
	Iteration 61Q: 3 clusters Score -893106.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -893113.625000 Penalty: 2967.319824
	Iteration 62Q: 3 clusters Score -893113.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -893119.250000 Penalty: 2967.319824
	Iteration 63Q: 3 clusters Score -893119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -893121.812500 Penalty: 2967.319824
	Iteration 64Q: 3 clusters Score -893121.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -893126.187500 Penalty: 2967.319824
	Iteration 65Q: 3 clusters Score -893126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -893126.937500 Penalty: 2967.319824
	Iteration 66Q: 3 clusters Score -893126.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -893127.875000 Penalty: 2967.319824
	Iteration 67Q: 3 clusters Score -893127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -893126.000000 Penalty: 2967.319824
	Iteration 68Q: 3 clusters Score -893126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -893128.187500 Penalty: 2967.319824
	Iteration 69Q: 3 clusters Score -893128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -893129.625000 Penalty: 2967.319824
	Iteration 70Q: 3 clusters Score -893129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -893132.312500 Penalty: 2967.319824
	Iteration 71Q: 3 clusters Score -893132.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -893134.312500 Penalty: 2967.319824
	Iteration 72Q: 3 clusters Score -893134.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -893136.375000 Penalty: 2967.319824
	Iteration 73Q: 3 clusters Score -893136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -893141.875000 Penalty: 2967.319824
	Iteration 74Q: 3 clusters Score -893141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -893141.687500 Penalty: 2967.319824
	Iteration 75Q: 3 clusters Score -893141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -893143.937500 Penalty: 2967.319824
	Iteration 76Q: 3 clusters Score -893143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -893144.937500 Penalty: 2967.319824
	Iteration 77Q: 3 clusters Score -893144.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -893145.812500 Penalty: 2967.319824
	Iteration 78Q: 3 clusters Score -893145.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -893145.750000 Penalty: 2967.319824
	Iteration 79Q: 3 clusters Score -893145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -893149.500000 Penalty: 2967.319824
	Iteration 80F: 3 clusters Score -893149.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -893151.687500 Penalty: 2967.319824
	Iteration 81Q: 3 clusters Score -893151.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -893151.687500 Penalty: 2967.319824
	Iteration 82Q: 3 clusters Score -893151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -893151.875000 Penalty: 2967.319824
	Iteration 83Q: 3 clusters Score -893151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -893152.437500 Penalty: 2967.319824
	Iteration 84Q: 3 clusters Score -893152.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -893154.937500 Penalty: 2967.319824
	Iteration 85Q: 3 clusters Score -893154.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -893156.062500 Penalty: 2967.319824
	Iteration 86Q: 3 clusters Score -893156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -893157.312500 Penalty: 2967.319824
	Iteration 87Q: 3 clusters Score -893157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -893156.312500 Penalty: 2967.319824
	Iteration 88Q: 3 clusters Score -893156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -893157.375000 Penalty: 2967.319824
	Iteration 89Q: 3 clusters Score -893157.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -893157.375000 Penalty: 2967.319824
	Iteration 90F: 3 clusters Score -893157.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16004 members 
Mstep: Class 3 contains 20594 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21330 members 
Mstep: Class 7 contains 1662 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24092 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 19763 members 
Mstep: Class 12 contains 11358 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 7983 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 31570 members 
Mstep: Class 18 contains 8709 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 94146 members 
Mstep: Class 21 contains 95351 members 
Mstep: Class 22 contains 70604 members 
Mstep: Class 23 contains 4048 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 9230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818128.000000 Penalty: 53151.980469
Iteration 159Q: 26 clusters Score -4.481813e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 16003 members 
Mstep: Class 3 contains 20598 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21335 members 
Mstep: Class 7 contains 1659 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24088 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 19755 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 7981 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 31546 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 93911 members 
Mstep: Class 21 contains 95376 members 
Mstep: Class 22 contains 70600 members 
Mstep: Class 23 contains 4048 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 9591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818308.000000 Penalty: 53151.980469
Iteration 160F: 26 clusters Score -4.481831e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 16005 members 
Mstep: Class 3 contains 20595 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 21344 members 
Mstep: Class 7 contains 1656 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24079 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 19760 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 7973 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 31520 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 119 members 
Mstep: Class 20 contains 93650 members 
Mstep: Class 21 contains 95401 members 
Mstep: Class 22 contains 70608 members 
Mstep: Class 23 contains 4051 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 9998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818468.000000 Penalty: 53151.980469
Iteration 161Q: 26 clusters Score -4.481847e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 16006 members 
Mstep: Class 3 contains 20598 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 21355 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24078 members 
Mstep: Class 10 contains 13229 members 
Mstep: Class 11 contains 19761 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 4940 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 31489 members 
Mstep: Class 18 contains 8712 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 93375 members 
Mstep: Class 21 contains 95430 members 
Mstep: Class 22 contains 70613 members 
Mstep: Class 23 contains 4053 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 10409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818544.000000 Penalty: 53151.980469
Iteration 162Q: 26 clusters Score -4.481854e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 16007 members 
Mstep: Class 3 contains 20601 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 21370 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 24089 members 
Mstep: Class 10 contains 13087 members 
Mstep: Class 11 contains 19754 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 4911 members 
Mstep: Class 15 contains 7969 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 31449 members 
Mstep: Class 18 contains 8715 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 93115 members 
Mstep: Class 21 contains 95468 members 
Mstep: Class 22 contains 70622 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 10808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818704.000000 Penalty: 53151.980469
Iteration 163Q: 26 clusters Score -4.48187e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 16008 members 
Mstep: Class 3 contains 20605 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 21383 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24092 members 
Mstep: Class 10 contains 12961 members 
Mstep: Class 11 contains 19761 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 3143 members 
Mstep: Class 14 contains 4892 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 8717 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 92860 members 
Mstep: Class 21 contains 95518 members 
Mstep: Class 22 contains 70616 members 
Mstep: Class 23 contains 4055 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 11183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818840.000000 Penalty: 53151.980469
Iteration 164Q: 26 clusters Score -4.481884e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 16012 members 
Mstep: Class 3 contains 20601 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 21403 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 24102 members 
Mstep: Class 10 contains 12843 members 
Mstep: Class 11 contains 19765 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 31348 members 
Mstep: Class 18 contains 8717 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 92649 members 
Mstep: Class 21 contains 95575 members 
Mstep: Class 22 contains 70617 members 
Mstep: Class 23 contains 4058 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 11496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818916.000000 Penalty: 53151.980469
Iteration 165Q: 26 clusters Score -4.481892e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 16019 members 
Mstep: Class 3 contains 20599 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 21424 members 
Mstep: Class 7 contains 1640 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24110 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 19769 members 
Mstep: Class 12 contains 11358 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 4856 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 31294 members 
Mstep: Class 18 contains 8718 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 92488 members 
Mstep: Class 21 contains 95627 members 
Mstep: Class 22 contains 70621 members 
Mstep: Class 23 contains 4062 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 11755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818832.000000 Penalty: 53151.980469
Iteration 166Q: 26 clusters Score -4.481883e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 16021 members 
Mstep: Class 3 contains 20599 members 
Mstep: Class 4 contains 5071 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 21429 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24117 members 
Mstep: Class 10 contains 12600 members 
Mstep: Class 11 contains 19778 members 
Mstep: Class 12 contains 11357 members 
Mstep: Class 13 contains 3135 members 
Mstep: Class 14 contains 4853 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 31246 members 
Mstep: Class 18 contains 8718 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 92356 members 
Mstep: Class 21 contains 95676 members 
Mstep: Class 22 contains 70623 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 6193 members 
Mstep: Class 25 contains 11972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818928.000000 Penalty: 53151.980469
Iteration 167Q: 26 clusters Score -4.481893e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 16023 members 
Mstep: Class 3 contains 20598 members 
Mstep: Class 4 contains 5090 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 21435 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24128 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 11 contains 19789 members 
Mstep: Class 12 contains 11357 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 31201 members 
Mstep: Class 18 contains 8714 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 92217 members 
Mstep: Class 21 contains 95723 members 
Mstep: Class 22 contains 70632 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6195 members 
Mstep: Class 25 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 26 clusters Score -4.481905e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 16026 members 
Mstep: Class 3 contains 20596 members 
Mstep: Class 4 contains 5109 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21440 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 24134 members 
Mstep: Class 10 contains 12383 members 
Mstep: Class 11 contains 19799 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 31147 members 
Mstep: Class 18 contains 8709 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 92107 members 
Mstep: Class 21 contains 95780 members 
Mstep: Class 22 contains 70642 members 
Mstep: Class 23 contains 4062 members 
Mstep: Class 24 contains 6196 members 
Mstep: Class 25 contains 12373 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 26 clusters Score -4.481899e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 16027 members 
Mstep: Class 3 contains 20590 members 
Mstep: Class 4 contains 5120 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21452 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24134 members 
Mstep: Class 10 contains 12272 members 
Mstep: Class 11 contains 19822 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 3129 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 31099 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 91996 members 
Mstep: Class 21 contains 95829 members 
Mstep: Class 22 contains 70652 members 
Mstep: Class 23 contains 4062 members 
Mstep: Class 24 contains 6195 members 
Mstep: Class 25 contains 12559 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 26 clusters Score -4.481909e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 16029 members 
Mstep: Class 3 contains 20585 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21456 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 24136 members 
Mstep: Class 10 contains 12167 members 
Mstep: Class 11 contains 19839 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7965 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 31050 members 
Mstep: Class 18 contains 8707 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 91913 members 
Mstep: Class 21 contains 95876 members 
Mstep: Class 22 contains 70666 members 
Mstep: Class 23 contains 4062 members 
Mstep: Class 24 contains 6197 members 
Mstep: Class 25 contains 12716 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 26 clusters Score -4.481915e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 16030 members 
Mstep: Class 3 contains 20587 members 
Mstep: Class 4 contains 5152 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21468 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 24140 members 
Mstep: Class 10 contains 12062 members 
Mstep: Class 11 contains 19852 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 7962 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 31012 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 91842 members 
Mstep: Class 21 contains 95913 members 
Mstep: Class 22 contains 70677 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6198 members 
Mstep: Class 25 contains 12845 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 26 clusters Score -4.48191e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 16031 members 
Mstep: Class 3 contains 20587 members 
Mstep: Class 4 contains 5174 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21473 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24142 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 19860 members 
Mstep: Class 12 contains 11357 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 7962 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 30976 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 91769 members 
Mstep: Class 21 contains 95949 members 
Mstep: Class 22 contains 70683 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6199 members 
Mstep: Class 25 contains 12966 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 26 clusters Score -4.481913e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 16030 members 
Mstep: Class 3 contains 20588 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21477 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24147 members 
Mstep: Class 10 contains 11891 members 
Mstep: Class 11 contains 19869 members 
Mstep: Class 12 contains 11357 members 
Mstep: Class 13 contains 3130 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 7961 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 30945 members 
Mstep: Class 18 contains 8707 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 91707 members 
Mstep: Class 21 contains 95981 members 
Mstep: Class 22 contains 70692 members 
Mstep: Class 23 contains 4062 members 
Mstep: Class 24 contains 6200 members 
Mstep: Class 25 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 26 clusters Score -4.481912e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 16032 members 
Mstep: Class 3 contains 20587 members 
Mstep: Class 4 contains 5219 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21482 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24140 members 
Mstep: Class 10 contains 11810 members 
Mstep: Class 11 contains 19889 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 3129 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 7959 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 30908 members 
Mstep: Class 18 contains 8706 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 91642 members 
Mstep: Class 21 contains 96019 members 
Mstep: Class 22 contains 70702 members 
Mstep: Class 23 contains 4063 members 
Mstep: Class 24 contains 6200 members 
Mstep: Class 25 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 26 clusters Score -4.481924e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 16034 members 
Mstep: Class 3 contains 20585 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 21489 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24138 members 
Mstep: Class 10 contains 11735 members 
Mstep: Class 11 contains 19901 members 
Mstep: Class 12 contains 11357 members 
Mstep: Class 13 contains 3130 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 7958 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 30870 members 
Mstep: Class 18 contains 8705 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 91577 members 
Mstep: Class 21 contains 96056 members 
Mstep: Class 22 contains 70716 members 
Mstep: Class 23 contains 4062 members 
Mstep: Class 24 contains 6200 members 
Mstep: Class 25 contains 13267 members 
Entering Unmasked Estep 
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Iteration 176Q: 26 clusters Score -4.48193e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 16038 members 
Mstep: Class 3 contains 20578 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 21499 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24146 members 
Mstep: Class 10 contains 11667 members 
Mstep: Class 11 contains 19916 members 
Mstep: Class 12 contains 11357 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 7959 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 30833 members 
Mstep: Class 18 contains 8702 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 91505 members 
Mstep: Class 21 contains 96093 members 
Mstep: Class 22 contains 70719 members 
Mstep: Class 23 contains 4062 members 
Mstep: Class 24 contains 6201 members 
Mstep: Class 25 contains 13358 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 26 clusters Score -4.481933e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20577 members 
Mstep: Class 4 contains 5286 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 21499 members 
Mstep: Class 7 contains 1640 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24152 members 
Mstep: Class 10 contains 11599 members 
Mstep: Class 11 contains 19925 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 7958 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 30795 members 
Mstep: Class 18 contains 8701 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 91462 members 
Mstep: Class 21 contains 96132 members 
Mstep: Class 22 contains 70722 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6201 members 
Mstep: Class 25 contains 13430 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 26 clusters Score -4.481934e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 16040 members 
Mstep: Class 3 contains 20577 members 
Mstep: Class 4 contains 5307 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 21499 members 
Mstep: Class 7 contains 1640 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24153 members 
Mstep: Class 10 contains 11539 members 
Mstep: Class 11 contains 19929 members 
Mstep: Class 12 contains 11357 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 4742 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 30753 members 
Mstep: Class 18 contains 8699 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 91425 members 
Mstep: Class 21 contains 96173 members 
Mstep: Class 22 contains 70724 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 6201 members 
Mstep: Class 25 contains 13502 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 26 clusters Score -4.48194e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20577 members 
Mstep: Class 4 contains 5321 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 21501 members 
Mstep: Class 7 contains 1640 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24150 members 
Mstep: Class 10 contains 11482 members 
Mstep: Class 11 contains 19936 members 
Mstep: Class 12 contains 11358 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 7958 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 30712 members 
Mstep: Class 18 contains 8700 members 
Mstep: Class 19 contains 118 members 
Mstep: Class 20 contains 91403 members 
Mstep: Class 21 contains 96214 members 
Mstep: Class 22 contains 70732 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 6201 members 
Mstep: Class 25 contains 13557 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 26 clusters Score -4.481938e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 16038 members 
Mstep: Class 3 contains 20577 members 
Mstep: Class 4 contains 5335 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 21506 members 
Mstep: Class 7 contains 1641 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24151 members 
Mstep: Class 10 contains 11430 members 
Mstep: Class 11 contains 19937 members 
Mstep: Class 12 contains 11358 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 7958 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 30670 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91386 members 
Mstep: Class 21 contains 96255 members 
Mstep: Class 22 contains 70736 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13604 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 26 clusters Score -4.481938e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16038 members 
Mstep: Class 3 contains 20575 members 
Mstep: Class 4 contains 5342 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 21513 members 
Mstep: Class 7 contains 1639 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24149 members 
Mstep: Class 10 contains 11393 members 
Mstep: Class 11 contains 19939 members 
Mstep: Class 12 contains 11358 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 7958 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 30632 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91376 members 
Mstep: Class 21 contains 96293 members 
Mstep: Class 22 contains 70737 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13642 members 
Entering Unmasked Estep 
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Iteration 182Q: 26 clusters Score -4.481942e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16038 members 
Mstep: Class 3 contains 20575 members 
Mstep: Class 4 contains 5345 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 21516 members 
Mstep: Class 7 contains 1640 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24151 members 
Mstep: Class 10 contains 11361 members 
Mstep: Class 11 contains 19942 members 
Mstep: Class 12 contains 11359 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 7959 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 30595 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91363 members 
Mstep: Class 21 contains 96330 members 
Mstep: Class 22 contains 70742 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13671 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 26 clusters Score -4.481941e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20574 members 
Mstep: Class 4 contains 5347 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 21515 members 
Mstep: Class 7 contains 1640 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24154 members 
Mstep: Class 10 contains 11339 members 
Mstep: Class 11 contains 19945 members 
Mstep: Class 12 contains 11359 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 30562 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91349 members 
Mstep: Class 21 contains 96364 members 
Mstep: Class 22 contains 70747 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13694 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 26 clusters Score -4.481943e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20574 members 
Mstep: Class 4 contains 5353 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 21522 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24154 members 
Mstep: Class 10 contains 11316 members 
Mstep: Class 11 contains 19947 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91338 members 
Mstep: Class 21 contains 96397 members 
Mstep: Class 22 contains 70742 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13717 members 
Entering Unmasked Estep 
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Iteration 185Q: 26 clusters Score -4.481944e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20573 members 
Mstep: Class 4 contains 5358 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 21524 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24153 members 
Mstep: Class 10 contains 11291 members 
Mstep: Class 11 contains 19948 members 
Mstep: Class 12 contains 11354 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 30509 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91334 members 
Mstep: Class 21 contains 96424 members 
Mstep: Class 22 contains 70747 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13735 members 
Entering Unmasked Estep 
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Iteration 186Q: 26 clusters Score -4.48195e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16040 members 
Mstep: Class 3 contains 20572 members 
Mstep: Class 4 contains 5365 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 21525 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24152 members 
Mstep: Class 10 contains 11271 members 
Mstep: Class 11 contains 19949 members 
Mstep: Class 12 contains 11354 members 
Mstep: Class 13 contains 3134 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 30477 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91337 members 
Mstep: Class 21 contains 96453 members 
Mstep: Class 22 contains 70745 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13748 members 
Entering Unmasked Estep 
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Iteration 187Q: 26 clusters Score -4.481951e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16040 members 
Mstep: Class 3 contains 20571 members 
Mstep: Class 4 contains 5375 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 21528 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24152 members 
Mstep: Class 10 contains 11249 members 
Mstep: Class 11 contains 19953 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 3134 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 30448 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91329 members 
Mstep: Class 21 contains 96483 members 
Mstep: Class 22 contains 70745 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13760 members 
Entering Unmasked Estep 
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Iteration 188Q: 26 clusters Score -4.48195e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20570 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 21533 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24151 members 
Mstep: Class 10 contains 11232 members 
Mstep: Class 11 contains 19960 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 3134 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 7959 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 30421 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91315 members 
Mstep: Class 21 contains 96512 members 
Mstep: Class 22 contains 70750 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13772 members 
Entering Unmasked Estep 
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Iteration 189Q: 26 clusters Score -4.481953e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20568 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 21536 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24148 members 
Mstep: Class 10 contains 11218 members 
Mstep: Class 11 contains 19965 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 3134 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30389 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91307 members 
Mstep: Class 21 contains 96545 members 
Mstep: Class 22 contains 70754 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819560.000000 Penalty: 53151.980469
Iteration 190Q: 26 clusters Score -4.481956e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20568 members 
Mstep: Class 4 contains 5397 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 21535 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24148 members 
Mstep: Class 10 contains 11213 members 
Mstep: Class 11 contains 19966 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 3134 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 17 contains 30352 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91300 members 
Mstep: Class 21 contains 96584 members 
Mstep: Class 22 contains 70754 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819476.000000 Penalty: 53151.980469
Iteration 191Q: 26 clusters Score -4.481948e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20567 members 
Mstep: Class 4 contains 5399 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 21535 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24149 members 
Mstep: Class 10 contains 11207 members 
Mstep: Class 11 contains 19968 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 3134 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 17 contains 30316 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91293 members 
Mstep: Class 21 contains 96619 members 
Mstep: Class 22 contains 70754 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819516.000000 Penalty: 53151.980469
Iteration 192Q: 26 clusters Score -4.481952e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20567 members 
Mstep: Class 4 contains 5401 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 21535 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24150 members 
Mstep: Class 10 contains 11205 members 
Mstep: Class 11 contains 19969 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 3134 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30282 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91286 members 
Mstep: Class 21 contains 96651 members 
Mstep: Class 22 contains 70753 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819556.000000 Penalty: 53151.980469
Iteration 193Q: 26 clusters Score -4.481956e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20566 members 
Mstep: Class 4 contains 5403 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21536 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24153 members 
Mstep: Class 10 contains 11201 members 
Mstep: Class 11 contains 19970 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 3134 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30245 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91279 members 
Mstep: Class 21 contains 96688 members 
Mstep: Class 22 contains 70754 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819500.000000 Penalty: 53151.980469
Iteration 194Q: 26 clusters Score -4.48195e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20566 members 
Mstep: Class 4 contains 5405 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21536 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24156 members 
Mstep: Class 10 contains 11198 members 
Mstep: Class 11 contains 19970 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 3134 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30218 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91278 members 
Mstep: Class 21 contains 96716 members 
Mstep: Class 22 contains 70753 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819492.000000 Penalty: 53151.980469
Iteration 195Q: 26 clusters Score -4.481949e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20566 members 
Mstep: Class 4 contains 5405 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21536 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24158 members 
Mstep: Class 10 contains 11195 members 
Mstep: Class 11 contains 19971 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30193 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91280 members 
Mstep: Class 21 contains 96741 members 
Mstep: Class 22 contains 70752 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819520.000000 Penalty: 53151.980469
Iteration 196Q: 26 clusters Score -4.481952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20566 members 
Mstep: Class 4 contains 5408 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21536 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24157 members 
Mstep: Class 10 contains 11192 members 
Mstep: Class 11 contains 19972 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30170 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91281 members 
Mstep: Class 21 contains 96764 members 
Mstep: Class 22 contains 70751 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819532.000000 Penalty: 53151.980469
Iteration 197Q: 26 clusters Score -4.481953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20566 members 
Mstep: Class 4 contains 5413 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21536 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24157 members 
Mstep: Class 10 contains 11185 members 
Mstep: Class 11 contains 19973 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30156 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91280 members 
Mstep: Class 21 contains 96782 members 
Mstep: Class 22 contains 70752 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819564.000000 Penalty: 53151.980469
Iteration 198Q: 26 clusters Score -4.481956e+07 nChanged 33
Entering ConstructFrom: 
Score: -44819564.000000 Penalty: 53151.980469
Entering ConstructFrom: 
Trying to split cluster 1 (5217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Entering Unmasked Estep 
Score: -439441.718750 Penalty: 1390.947632
	Iteration 0F: 2 clusters Score -439441.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -435308.656250 Penalty: 2781.895264
	Iteration 0F: 3 clusters Score -435308.7 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -436663.812500 Penalty: 2781.895264
	Iteration 1F: 3 clusters Score -436663.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -437121.531250 Penalty: 2781.895264
	Iteration 2F: 3 clusters Score -437121.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -437603.968750 Penalty: 2781.895264
	Iteration 3F: 3 clusters Score -437604 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -438156.125000 Penalty: 2781.895264
	Iteration 4F: 3 clusters Score -438156.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -438778.937500 Penalty: 2781.895264
	Iteration 5F: 3 clusters Score -438778.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -439139.781250 Penalty: 2781.895264
	Iteration 6F: 3 clusters Score -439139.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -439331.312500 Penalty: 2781.895264
	Iteration 7Q: 3 clusters Score -439331.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -439433.968750 Penalty: 2781.895264
	Iteration 8Q: 3 clusters Score -439434 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -439510.750000 Penalty: 2781.895264
	Iteration 9Q: 3 clusters Score -439510.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -439567.062500 Penalty: 2781.895264
	Iteration 10Q: 3 clusters Score -439567.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -439609.625000 Penalty: 2781.895264
	Iteration 11Q: 3 clusters Score -439609.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -439633.625000 Penalty: 2781.895264
	Iteration 12Q: 3 clusters Score -439633.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -439649.875000 Penalty: 2781.895264
	Iteration 13Q: 3 clusters Score -439649.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -439663.437500 Penalty: 2781.895264
	Iteration 14Q: 3 clusters Score -439663.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -439671.843750 Penalty: 2781.895264
	Iteration 15Q: 3 clusters Score -439671.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -439679.750000 Penalty: 2781.895264
	Iteration 16Q: 3 clusters Score -439679.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -439688.750000 Penalty: 2781.895264
	Iteration 17Q: 3 clusters Score -439688.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -439697.218750 Penalty: 2781.895264
	Iteration 18Q: 3 clusters Score -439697.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -439708.906250 Penalty: 2781.895264
	Iteration 19Q: 3 clusters Score -439708.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -439718.093750 Penalty: 2781.895264
	Iteration 20F: 3 clusters Score -439718.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -439727.468750 Penalty: 2781.895264
	Iteration 21Q: 3 clusters Score -439727.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -439737.156250 Penalty: 2781.895264
	Iteration 22Q: 3 clusters Score -439737.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -439747.312500 Penalty: 2781.895264
	Iteration 23Q: 3 clusters Score -439747.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -439760.781250 Penalty: 2781.895264
	Iteration 24Q: 3 clusters Score -439760.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -439777.531250 Penalty: 2781.895264
	Iteration 25Q: 3 clusters Score -439777.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -439793.125000 Penalty: 2781.895264
	Iteration 26Q: 3 clusters Score -439793.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -439805.812500 Penalty: 2781.895264
	Iteration 27Q: 3 clusters Score -439805.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -439816.062500 Penalty: 2781.895264
	Iteration 28Q: 3 clusters Score -439816.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -439826.437500 Penalty: 2781.895264
	Iteration 29Q: 3 clusters Score -439826.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -439833.843750 Penalty: 2781.895264
	Iteration 30Q: 3 clusters Score -439833.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -439836.906250 Penalty: 2781.895264
	Iteration 31Q: 3 clusters Score -439836.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -439839.968750 Penalty: 2781.895264
	Iteration 32Q: 3 clusters Score -439840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -439842.593750 Penalty: 2781.895264
	Iteration 33Q: 3 clusters Score -439842.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -439845.343750 Penalty: 2781.895264
	Iteration 34Q: 3 clusters Score -439845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -439846.218750 Penalty: 2781.895264
	Iteration 35Q: 3 clusters Score -439846.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -439848.093750 Penalty: 2781.895264
	Iteration 36Q: 3 clusters Score -439848.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -439848.937500 Penalty: 2781.895264
	Iteration 37Q: 3 clusters Score -439848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -439848.656250 Penalty: 2781.895264
	Iteration 38Q: 3 clusters Score -439848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -439849.093750 Penalty: 2781.895264
	Iteration 39Q: 3 clusters Score -439849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -439848.781250 Penalty: 2781.895264
	Iteration 40F: 3 clusters Score -439848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -439849.406250 Penalty: 2781.895264
	Iteration 41Q: 3 clusters Score -439849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -439849.093750 Penalty: 2781.895264
	Iteration 42Q: 3 clusters Score -439849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -439849.093750 Penalty: 2781.895264
	Iteration 43F: 3 clusters Score -439849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20566 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21537 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24157 members 
Mstep: Class 10 contains 11176 members 
Mstep: Class 11 contains 19972 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30136 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91282 members 
Mstep: Class 21 contains 96801 members 
Mstep: Class 22 contains 70753 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13809 members 
Mstep: Class 26 contains 2497 members 
Entering Unmasked Estep 
Score: -44819224.000000 Penalty: 55278.062500
Splitting cluster 1 changes total score from -44819564.000000 to -44819224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (16039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Entering Unmasked Estep 
Score: -1503774.750000 Penalty: 1573.451538
	Iteration 0F: 2 clusters Score -1503775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1492833.250000 Penalty: 3146.903076
	Iteration 0F: 3 clusters Score -1492833 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1496563.625000 Penalty: 3146.903076
	Iteration 1F: 3 clusters Score -1496564 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1496872.875000 Penalty: 3146.903076
	Iteration 2F: 3 clusters Score -1496873 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1497133.125000 Penalty: 3146.903076
	Iteration 3Q: 3 clusters Score -1497133 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1497371.750000 Penalty: 3146.903076
	Iteration 4Q: 3 clusters Score -1497372 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1497622.250000 Penalty: 3146.903076
	Iteration 5Q: 3 clusters Score -1497622 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1497911.375000 Penalty: 3146.903076
	Iteration 6Q: 3 clusters Score -1497911 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1498238.125000 Penalty: 3146.903076
	Iteration 7Q: 3 clusters Score -1498238 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1498668.125000 Penalty: 3146.903076
	Iteration 8Q: 3 clusters Score -1498668 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1499171.750000 Penalty: 3146.903076
	Iteration 9Q: 3 clusters Score -1499172 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1499670.000000 Penalty: 3146.903076
	Iteration 10Q: 3 clusters Score -1499670 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1500135.750000 Penalty: 3146.903076
	Iteration 11Q: 3 clusters Score -1500136 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1500468.125000 Penalty: 3146.903076
	Iteration 12Q: 3 clusters Score -1500468 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1500735.875000 Penalty: 3146.903076
	Iteration 13Q: 3 clusters Score -1500736 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1500915.000000 Penalty: 3146.903076
	Iteration 14Q: 3 clusters Score -1500915 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1501082.250000 Penalty: 3146.903076
	Iteration 15Q: 3 clusters Score -1501082 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1501232.875000 Penalty: 3146.903076
	Iteration 16Q: 3 clusters Score -1501233 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1501375.625000 Penalty: 3146.903076
	Iteration 17Q: 3 clusters Score -1501376 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1501496.625000 Penalty: 3146.903076
	Iteration 18Q: 3 clusters Score -1501497 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1501616.375000 Penalty: 3146.903076
	Iteration 19Q: 3 clusters Score -1501616 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1501708.250000 Penalty: 3146.903076
	Iteration 20F: 3 clusters Score -1501708 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1501781.125000 Penalty: 3146.903076
	Iteration 21Q: 3 clusters Score -1501781 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1501854.750000 Penalty: 3146.903076
	Iteration 22Q: 3 clusters Score -1501855 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1501920.375000 Penalty: 3146.903076
	Iteration 23Q: 3 clusters Score -1501920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1501984.500000 Penalty: 3146.903076
	Iteration 24Q: 3 clusters Score -1501984 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1502040.625000 Penalty: 3146.903076
	Iteration 25Q: 3 clusters Score -1502041 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1502080.625000 Penalty: 3146.903076
	Iteration 26Q: 3 clusters Score -1502081 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1502121.750000 Penalty: 3146.903076
	Iteration 27Q: 3 clusters Score -1502122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1502153.000000 Penalty: 3146.903076
	Iteration 28Q: 3 clusters Score -1502153 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1502178.625000 Penalty: 3146.903076
	Iteration 29Q: 3 clusters Score -1502179 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1502209.125000 Penalty: 3146.903076
	Iteration 30Q: 3 clusters Score -1502209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1502226.250000 Penalty: 3146.903076
	Iteration 31Q: 3 clusters Score -1502226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1502245.125000 Penalty: 3146.903076
	Iteration 32Q: 3 clusters Score -1502245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1502252.500000 Penalty: 3146.903076
	Iteration 33Q: 3 clusters Score -1502252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1502261.375000 Penalty: 3146.903076
	Iteration 34Q: 3 clusters Score -1502261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1502277.625000 Penalty: 3146.903076
	Iteration 35Q: 3 clusters Score -1502278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1502294.625000 Penalty: 3146.903076
	Iteration 36Q: 3 clusters Score -1502295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1502308.375000 Penalty: 3146.903076
	Iteration 37Q: 3 clusters Score -1502308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1502322.000000 Penalty: 3146.903076
	Iteration 38Q: 3 clusters Score -1502322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1502332.375000 Penalty: 3146.903076
	Iteration 39Q: 3 clusters Score -1502332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1502335.625000 Penalty: 3146.903076
	Iteration 40F: 3 clusters Score -1502336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1502341.000000 Penalty: 3146.903076
	Iteration 41Q: 3 clusters Score -1502341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1502348.000000 Penalty: 3146.903076
	Iteration 42Q: 3 clusters Score -1502348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1502352.875000 Penalty: 3146.903076
	Iteration 43Q: 3 clusters Score -1502353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1502358.750000 Penalty: 3146.903076
	Iteration 44Q: 3 clusters Score -1502359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1502361.875000 Penalty: 3146.903076
	Iteration 45Q: 3 clusters Score -1502362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1502365.625000 Penalty: 3146.903076
	Iteration 46Q: 3 clusters Score -1502366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1502373.000000 Penalty: 3146.903076
	Iteration 47Q: 3 clusters Score -1502373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1502379.250000 Penalty: 3146.903076
	Iteration 48Q: 3 clusters Score -1502379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1502384.875000 Penalty: 3146.903076
	Iteration 49Q: 3 clusters Score -1502385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1502391.250000 Penalty: 3146.903076
	Iteration 50Q: 3 clusters Score -1502391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1502392.000000 Penalty: 3146.903076
	Iteration 51Q: 3 clusters Score -1502392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1502397.250000 Penalty: 3146.903076
	Iteration 52Q: 3 clusters Score -1502397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1502403.250000 Penalty: 3146.903076
	Iteration 53Q: 3 clusters Score -1502403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1502405.375000 Penalty: 3146.903076
	Iteration 54Q: 3 clusters Score -1502405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1502406.875000 Penalty: 3146.903076
	Iteration 55Q: 3 clusters Score -1502407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1502408.000000 Penalty: 3146.903076
	Iteration 56Q: 3 clusters Score -1502408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1502411.250000 Penalty: 3146.903076
	Iteration 57Q: 3 clusters Score -1502411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1502413.500000 Penalty: 3146.903076
	Iteration 58Q: 3 clusters Score -1502414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1502413.000000 Penalty: 3146.903076
	Iteration 59Q: 3 clusters Score -1502413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1502412.750000 Penalty: 3146.903076
	Iteration 60F: 3 clusters Score -1502413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1502413.000000 Penalty: 3146.903076
	Iteration 61Q: 3 clusters Score -1502413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1502415.875000 Penalty: 3146.903076
	Iteration 62Q: 3 clusters Score -1502416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1502417.500000 Penalty: 3146.903076
	Iteration 63Q: 3 clusters Score -1502418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1502423.000000 Penalty: 3146.903076
	Iteration 64Q: 3 clusters Score -1502423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1502427.125000 Penalty: 3146.903076
	Iteration 65Q: 3 clusters Score -1502427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1502432.250000 Penalty: 3146.903076
	Iteration 66Q: 3 clusters Score -1502432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1502430.375000 Penalty: 3146.903076
	Iteration 67Q: 3 clusters Score -1502430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1502434.625000 Penalty: 3146.903076
	Iteration 68Q: 3 clusters Score -1502435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1502434.750000 Penalty: 3146.903076
	Iteration 69Q: 3 clusters Score -1502435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1502435.000000 Penalty: 3146.903076
	Iteration 70Q: 3 clusters Score -1502435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1502436.500000 Penalty: 3146.903076
	Iteration 71Q: 3 clusters Score -1502436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1502435.625000 Penalty: 3146.903076
	Iteration 72Q: 3 clusters Score -1502436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1502435.625000 Penalty: 3146.903076
	Iteration 73F: 3 clusters Score -1502436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Entering Unmasked Estep 
Score: -1938943.500000 Penalty: 1613.851562
	Iteration 0F: 2 clusters Score -1938944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1924952.500000 Penalty: 3227.703125
	Iteration 0F: 3 clusters Score -1924952 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1930140.000000 Penalty: 3227.703125
	Iteration 1F: 3 clusters Score -1930140 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1930586.125000 Penalty: 3227.703125
	Iteration 2F: 3 clusters Score -1930586 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1931062.750000 Penalty: 3227.703125
	Iteration 3F: 3 clusters Score -1931063 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1931636.875000 Penalty: 3227.703125
	Iteration 4F: 3 clusters Score -1931637 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1932376.375000 Penalty: 3227.703125
	Iteration 5F: 3 clusters Score -1932376 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1933236.625000 Penalty: 3227.703125
	Iteration 6F: 3 clusters Score -1933237 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1934155.125000 Penalty: 3227.703125
	Iteration 7F: 3 clusters Score -1934155 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1935015.750000 Penalty: 3227.703125
	Iteration 8F: 3 clusters Score -1935016 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1935682.250000 Penalty: 3227.703125
	Iteration 9Q: 3 clusters Score -1935682 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1936133.250000 Penalty: 3227.703125
	Iteration 10Q: 3 clusters Score -1936133 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1936451.375000 Penalty: 3227.703125
	Iteration 11Q: 3 clusters Score -1936451 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1936673.000000 Penalty: 3227.703125
	Iteration 12Q: 3 clusters Score -1936673 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -1936838.750000 Penalty: 3227.703125
	Iteration 13Q: 3 clusters Score -1936839 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1936950.375000 Penalty: 3227.703125
	Iteration 14Q: 3 clusters Score -1936950 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1937028.375000 Penalty: 3227.703125
	Iteration 15Q: 3 clusters Score -1937028 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1937085.125000 Penalty: 3227.703125
	Iteration 16Q: 3 clusters Score -1937085 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1937160.875000 Penalty: 3227.703125
	Iteration 17Q: 3 clusters Score -1937161 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1937233.625000 Penalty: 3227.703125
	Iteration 18Q: 3 clusters Score -1937234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -1937296.125000 Penalty: 3227.703125
	Iteration 19Q: 3 clusters Score -1937296 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -1937368.250000 Penalty: 3227.703125
	Iteration 20F: 3 clusters Score -1937368 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1937421.500000 Penalty: 3227.703125
	Iteration 21Q: 3 clusters Score -1937422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -1937451.125000 Penalty: 3227.703125
	Iteration 22Q: 3 clusters Score -1937451 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1937483.875000 Penalty: 3227.703125
	Iteration 23Q: 3 clusters Score -1937484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -1937509.250000 Penalty: 3227.703125
	Iteration 24Q: 3 clusters Score -1937509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -1937524.500000 Penalty: 3227.703125
	Iteration 25Q: 3 clusters Score -1937524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1937532.000000 Penalty: 3227.703125
	Iteration 26Q: 3 clusters Score -1937532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -1937542.500000 Penalty: 3227.703125
	Iteration 27Q: 3 clusters Score -1937542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1937553.250000 Penalty: 3227.703125
	Iteration 28Q: 3 clusters Score -1937553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1937561.875000 Penalty: 3227.703125
	Iteration 29Q: 3 clusters Score -1937562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -1937569.000000 Penalty: 3227.703125
	Iteration 30Q: 3 clusters Score -1937569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1937573.625000 Penalty: 3227.703125
	Iteration 31Q: 3 clusters Score -1937574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -1937576.250000 Penalty: 3227.703125
	Iteration 32Q: 3 clusters Score -1937576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1937578.500000 Penalty: 3227.703125
	Iteration 33Q: 3 clusters Score -1937578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -1937583.250000 Penalty: 3227.703125
	Iteration 34Q: 3 clusters Score -1937583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -1937584.875000 Penalty: 3227.703125
	Iteration 35Q: 3 clusters Score -1937585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -1937587.125000 Penalty: 3227.703125
	Iteration 36Q: 3 clusters Score -1937587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -1937586.250000 Penalty: 3227.703125
	Iteration 37Q: 3 clusters Score -1937586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -1937593.625000 Penalty: 3227.703125
	Iteration 38Q: 3 clusters Score -1937594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -1937594.250000 Penalty: 3227.703125
	Iteration 39Q: 3 clusters Score -1937594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -1937596.125000 Penalty: 3227.703125
	Iteration 40F: 3 clusters Score -1937596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -1937599.125000 Penalty: 3227.703125
	Iteration 41Q: 3 clusters Score -1937599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -1937602.625000 Penalty: 3227.703125
	Iteration 42Q: 3 clusters Score -1937603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -1937606.125000 Penalty: 3227.703125
	Iteration 43Q: 3 clusters Score -1937606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -1937608.250000 Penalty: 3227.703125
	Iteration 44Q: 3 clusters Score -1937608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -1937618.625000 Penalty: 3227.703125
	Iteration 45Q: 3 clusters Score -1937619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1937625.625000 Penalty: 3227.703125
	Iteration 46Q: 3 clusters Score -1937626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -1937639.250000 Penalty: 3227.703125
	Iteration 47Q: 3 clusters Score -1937639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -1937653.125000 Penalty: 3227.703125
	Iteration 48Q: 3 clusters Score -1937653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -1937660.375000 Penalty: 3227.703125
	Iteration 49Q: 3 clusters Score -1937660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -1937666.250000 Penalty: 3227.703125
	Iteration 50Q: 3 clusters Score -1937666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -1937667.875000 Penalty: 3227.703125
	Iteration 51Q: 3 clusters Score -1937668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -1937668.875000 Penalty: 3227.703125
	Iteration 52Q: 3 clusters Score -1937669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -1937668.875000 Penalty: 3227.703125
	Iteration 53Q: 3 clusters Score -1937669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1937672.000000 Penalty: 3227.703125
	Iteration 54Q: 3 clusters Score -1937672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -1937673.250000 Penalty: 3227.703125
	Iteration 55Q: 3 clusters Score -1937673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -1937673.875000 Penalty: 3227.703125
	Iteration 56Q: 3 clusters Score -1937674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -1937674.125000 Penalty: 3227.703125
	Iteration 57Q: 3 clusters Score -1937674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -1937671.125000 Penalty: 3227.703125
	Iteration 58Q: 3 clusters Score -1937671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -1937671.125000 Penalty: 3227.703125
	Iteration 59F: 3 clusters Score -1937671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Entering Unmasked Estep 
Score: -527384.437500 Penalty: 1397.090820
	Iteration 0F: 2 clusters Score -527384.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -523222.593750 Penalty: 2794.181641
	Iteration 0F: 3 clusters Score -523222.6 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -524383.687500 Penalty: 2794.181641
	Iteration 1F: 3 clusters Score -524383.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -524591.437500 Penalty: 2794.181641
	Iteration 2F: 3 clusters Score -524591.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -524725.687500 Penalty: 2794.181641
	Iteration 3F: 3 clusters Score -524725.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -524805.625000 Penalty: 2794.181641
	Iteration 4Q: 3 clusters Score -524805.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -524875.625000 Penalty: 2794.181641
	Iteration 5Q: 3 clusters Score -524875.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -524925.375000 Penalty: 2794.181641
	Iteration 6Q: 3 clusters Score -524925.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -524964.812500 Penalty: 2794.181641
	Iteration 7Q: 3 clusters Score -524964.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -524998.312500 Penalty: 2794.181641
	Iteration 8Q: 3 clusters Score -524998.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -525028.187500 Penalty: 2794.181641
	Iteration 9Q: 3 clusters Score -525028.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -525066.250000 Penalty: 2794.181641
	Iteration 10Q: 3 clusters Score -525066.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -525106.187500 Penalty: 2794.181641
	Iteration 11Q: 3 clusters Score -525106.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -525148.500000 Penalty: 2794.181641
	Iteration 12Q: 3 clusters Score -525148.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -525205.625000 Penalty: 2794.181641
	Iteration 13Q: 3 clusters Score -525205.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -525273.875000 Penalty: 2794.181641
	Iteration 14Q: 3 clusters Score -525273.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -525331.000000 Penalty: 2794.181641
	Iteration 15Q: 3 clusters Score -525331 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -525387.812500 Penalty: 2794.181641
	Iteration 16Q: 3 clusters Score -525387.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -525451.625000 Penalty: 2794.181641
	Iteration 17Q: 3 clusters Score -525451.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -525518.750000 Penalty: 2794.181641
	Iteration 18Q: 3 clusters Score -525518.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -525589.250000 Penalty: 2794.181641
	Iteration 19Q: 3 clusters Score -525589.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -525651.562500 Penalty: 2794.181641
	Iteration 20F: 3 clusters Score -525651.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -525716.000000 Penalty: 2794.181641
	Iteration 21Q: 3 clusters Score -525716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -525776.375000 Penalty: 2794.181641
	Iteration 22Q: 3 clusters Score -525776.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -525845.937500 Penalty: 2794.181641
	Iteration 23Q: 3 clusters Score -525845.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -525897.812500 Penalty: 2794.181641
	Iteration 24Q: 3 clusters Score -525897.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -525946.750000 Penalty: 2794.181641
	Iteration 25Q: 3 clusters Score -525946.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -525995.437500 Penalty: 2794.181641
	Iteration 26Q: 3 clusters Score -525995.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -526031.812500 Penalty: 2794.181641
	Iteration 27Q: 3 clusters Score -526031.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -526069.500000 Penalty: 2794.181641
	Iteration 28Q: 3 clusters Score -526069.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -526105.937500 Penalty: 2794.181641
	Iteration 29Q: 3 clusters Score -526105.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -526126.312500 Penalty: 2794.181641
	Iteration 30Q: 3 clusters Score -526126.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -526143.062500 Penalty: 2794.181641
	Iteration 31Q: 3 clusters Score -526143.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -526155.812500 Penalty: 2794.181641
	Iteration 32Q: 3 clusters Score -526155.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -526165.187500 Penalty: 2794.181641
	Iteration 33Q: 3 clusters Score -526165.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -526174.875000 Penalty: 2794.181641
	Iteration 34Q: 3 clusters Score -526174.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -526183.500000 Penalty: 2794.181641
	Iteration 35Q: 3 clusters Score -526183.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -526190.562500 Penalty: 2794.181641
	Iteration 36Q: 3 clusters Score -526190.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -526199.187500 Penalty: 2794.181641
	Iteration 37Q: 3 clusters Score -526199.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -526207.375000 Penalty: 2794.181641
	Iteration 38Q: 3 clusters Score -526207.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -526213.812500 Penalty: 2794.181641
	Iteration 39Q: 3 clusters Score -526213.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -526217.812500 Penalty: 2794.181641
	Iteration 40F: 3 clusters Score -526217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -526221.625000 Penalty: 2794.181641
	Iteration 41Q: 3 clusters Score -526221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -526224.250000 Penalty: 2794.181641
	Iteration 42Q: 3 clusters Score -526224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -526225.500000 Penalty: 2794.181641
	Iteration 43Q: 3 clusters Score -526225.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -526229.125000 Penalty: 2794.181641
	Iteration 44Q: 3 clusters Score -526229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -526232.125000 Penalty: 2794.181641
	Iteration 45Q: 3 clusters Score -526232.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -526232.000000 Penalty: 2794.181641
	Iteration 46Q: 3 clusters Score -526232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -526232.750000 Penalty: 2794.181641
	Iteration 47Q: 3 clusters Score -526232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -526234.250000 Penalty: 2794.181641
	Iteration 48Q: 3 clusters Score -526234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -526237.062500 Penalty: 2794.181641
	Iteration 49Q: 3 clusters Score -526237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -526238.250000 Penalty: 2794.181641
	Iteration 50Q: 3 clusters Score -526238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -526239.125000 Penalty: 2794.181641
	Iteration 51Q: 3 clusters Score -526239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -526239.125000 Penalty: 2794.181641
	Iteration 52F: 3 clusters Score -526239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -228463.906250 Penalty: 1265.382080
	Iteration 0F: 2 clusters Score -228463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -226100.953125 Penalty: 2530.764160
	Iteration 0F: 3 clusters Score -226101 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -226637.593750 Penalty: 2530.764160
	Iteration 1F: 3 clusters Score -226637.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -226784.468750 Penalty: 2530.764160
	Iteration 2F: 3 clusters Score -226784.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -226864.859375 Penalty: 2530.764160
	Iteration 3Q: 3 clusters Score -226864.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -226924.000000 Penalty: 2530.764160
	Iteration 4Q: 3 clusters Score -226924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -226984.687500 Penalty: 2530.764160
	Iteration 5Q: 3 clusters Score -226984.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -227036.781250 Penalty: 2530.764160
	Iteration 6Q: 3 clusters Score -227036.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -227086.031250 Penalty: 2530.764160
	Iteration 7Q: 3 clusters Score -227086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -227140.750000 Penalty: 2530.764160
	Iteration 8Q: 3 clusters Score -227140.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -227186.421875 Penalty: 2530.764160
	Iteration 9Q: 3 clusters Score -227186.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -227225.265625 Penalty: 2530.764160
	Iteration 10Q: 3 clusters Score -227225.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -227270.031250 Penalty: 2530.764160
	Iteration 11Q: 3 clusters Score -227270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -227307.109375 Penalty: 2530.764160
	Iteration 12Q: 3 clusters Score -227307.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -227339.578125 Penalty: 2530.764160
	Iteration 13Q: 3 clusters Score -227339.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -227373.156250 Penalty: 2530.764160
	Iteration 14Q: 3 clusters Score -227373.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -227408.593750 Penalty: 2530.764160
	Iteration 15Q: 3 clusters Score -227408.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -227437.312500 Penalty: 2530.764160
	Iteration 16Q: 3 clusters Score -227437.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -227459.453125 Penalty: 2530.764160
	Iteration 17Q: 3 clusters Score -227459.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -227475.875000 Penalty: 2530.764160
	Iteration 18Q: 3 clusters Score -227475.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -227485.953125 Penalty: 2530.764160
	Iteration 19Q: 3 clusters Score -227486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -227495.187500 Penalty: 2530.764160
	Iteration 20F: 3 clusters Score -227495.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -227507.609375 Penalty: 2530.764160
	Iteration 21Q: 3 clusters Score -227507.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -227515.375000 Penalty: 2530.764160
	Iteration 22Q: 3 clusters Score -227515.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -227521.000000 Penalty: 2530.764160
	Iteration 23Q: 3 clusters Score -227521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -227530.625000 Penalty: 2530.764160
	Iteration 24Q: 3 clusters Score -227530.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -227539.968750 Penalty: 2530.764160
	Iteration 25Q: 3 clusters Score -227540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -227549.265625 Penalty: 2530.764160
	Iteration 26Q: 3 clusters Score -227549.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -227555.484375 Penalty: 2530.764160
	Iteration 27Q: 3 clusters Score -227555.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -227563.281250 Penalty: 2530.764160
	Iteration 28Q: 3 clusters Score -227563.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -227567.968750 Penalty: 2530.764160
	Iteration 29Q: 3 clusters Score -227568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -227571.656250 Penalty: 2530.764160
	Iteration 30Q: 3 clusters Score -227571.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -227575.468750 Penalty: 2530.764160
	Iteration 31Q: 3 clusters Score -227575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -227578.718750 Penalty: 2530.764160
	Iteration 32Q: 3 clusters Score -227578.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -227580.593750 Penalty: 2530.764160
	Iteration 33Q: 3 clusters Score -227580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -227581.656250 Penalty: 2530.764160
	Iteration 34Q: 3 clusters Score -227581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -227583.296875 Penalty: 2530.764160
	Iteration 35Q: 3 clusters Score -227583.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -227586.234375 Penalty: 2530.764160
	Iteration 36Q: 3 clusters Score -227586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -227587.750000 Penalty: 2530.764160
	Iteration 37Q: 3 clusters Score -227587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -227589.968750 Penalty: 2530.764160
	Iteration 38Q: 3 clusters Score -227590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -227590.062500 Penalty: 2530.764160
	Iteration 39Q: 3 clusters Score -227590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -227590.609375 Penalty: 2530.764160
	Iteration 40F: 3 clusters Score -227590.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Entering Unmasked Estep 
Score: -2084566.625000 Penalty: 1621.348267
	Iteration 0F: 2 clusters Score -2084567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2069931.125000 Penalty: 3242.696533
	Iteration 0F: 3 clusters Score -2069931 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2075592.875000 Penalty: 3242.696533
	Iteration 1F: 3 clusters Score -2075593 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2076121.000000 Penalty: 3242.696533
	Iteration 2F: 3 clusters Score -2076121 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2076714.625000 Penalty: 3242.696533
	Iteration 3F: 3 clusters Score -2076715 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2077376.000000 Penalty: 3242.696533
	Iteration 4F: 3 clusters Score -2077376 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2078170.250000 Penalty: 3242.696533
	Iteration 5F: 3 clusters Score -2078170 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2079000.000000 Penalty: 3242.696533
	Iteration 6F: 3 clusters Score -2079000 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2079928.125000 Penalty: 3242.696533
	Iteration 7F: 3 clusters Score -2079928 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2080776.000000 Penalty: 3242.696533
	Iteration 8F: 3 clusters Score -2080776 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2081582.500000 Penalty: 3242.696533
	Iteration 9Q: 3 clusters Score -2081582 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2082250.125000 Penalty: 3242.696533
	Iteration 10Q: 3 clusters Score -2082250 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2082674.625000 Penalty: 3242.696533
	Iteration 11Q: 3 clusters Score -2082675 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2082896.500000 Penalty: 3242.696533
	Iteration 12Q: 3 clusters Score -2082896 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2082993.000000 Penalty: 3242.696533
	Iteration 13Q: 3 clusters Score -2082993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2083043.000000 Penalty: 3242.696533
	Iteration 14Q: 3 clusters Score -2083043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2083082.750000 Penalty: 3242.696533
	Iteration 15Q: 3 clusters Score -2083083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2083109.375000 Penalty: 3242.696533
	Iteration 16Q: 3 clusters Score -2083109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2083127.625000 Penalty: 3242.696533
	Iteration 17Q: 3 clusters Score -2083128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2083137.875000 Penalty: 3242.696533
	Iteration 18Q: 3 clusters Score -2083138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2083154.000000 Penalty: 3242.696533
	Iteration 19Q: 3 clusters Score -2083154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2083169.750000 Penalty: 3242.696533
	Iteration 20F: 3 clusters Score -2083170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2083180.875000 Penalty: 3242.696533
	Iteration 21Q: 3 clusters Score -2083181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2083194.375000 Penalty: 3242.696533
	Iteration 22Q: 3 clusters Score -2083194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2083214.375000 Penalty: 3242.696533
	Iteration 23Q: 3 clusters Score -2083214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2083223.500000 Penalty: 3242.696533
	Iteration 24Q: 3 clusters Score -2083224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2083230.250000 Penalty: 3242.696533
	Iteration 25Q: 3 clusters Score -2083230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2083234.875000 Penalty: 3242.696533
	Iteration 26Q: 3 clusters Score -2083235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2083238.875000 Penalty: 3242.696533
	Iteration 27Q: 3 clusters Score -2083239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2083239.000000 Penalty: 3242.696533
	Iteration 28Q: 3 clusters Score -2083239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2083238.375000 Penalty: 3242.696533
	Iteration 29Q: 3 clusters Score -2083238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2083238.375000 Penalty: 3242.696533
	Iteration 30F: 3 clusters Score -2083238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -147302.875000 Penalty: 1202.402100
	Iteration 0F: 2 clusters Score -147302.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -145386.312500 Penalty: 2404.804199
	Iteration 0F: 3 clusters Score -145386.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -145752.109375 Penalty: 2404.804199
	Iteration 1F: 3 clusters Score -145752.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -145850.812500 Penalty: 2404.804199
	Iteration 2F: 3 clusters Score -145850.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -145909.500000 Penalty: 2404.804199
	Iteration 3Q: 3 clusters Score -145909.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -145961.609375 Penalty: 2404.804199
	Iteration 4Q: 3 clusters Score -145961.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -146014.921875 Penalty: 2404.804199
	Iteration 5Q: 3 clusters Score -146014.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -146056.859375 Penalty: 2404.804199
	Iteration 6Q: 3 clusters Score -146056.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -146081.640625 Penalty: 2404.804199
	Iteration 7Q: 3 clusters Score -146081.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -146104.296875 Penalty: 2404.804199
	Iteration 8Q: 3 clusters Score -146104.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -146122.671875 Penalty: 2404.804199
	Iteration 9Q: 3 clusters Score -146122.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -146145.171875 Penalty: 2404.804199
	Iteration 10Q: 3 clusters Score -146145.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -146165.515625 Penalty: 2404.804199
	Iteration 11Q: 3 clusters Score -146165.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -146182.890625 Penalty: 2404.804199
	Iteration 12Q: 3 clusters Score -146182.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -146194.531250 Penalty: 2404.804199
	Iteration 13Q: 3 clusters Score -146194.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -146210.031250 Penalty: 2404.804199
	Iteration 14Q: 3 clusters Score -146210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -146221.687500 Penalty: 2404.804199
	Iteration 15Q: 3 clusters Score -146221.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -146234.812500 Penalty: 2404.804199
	Iteration 16Q: 3 clusters Score -146234.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -146245.562500 Penalty: 2404.804199
	Iteration 17Q: 3 clusters Score -146245.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -146260.546875 Penalty: 2404.804199
	Iteration 18Q: 3 clusters Score -146260.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -146275.656250 Penalty: 2404.804199
	Iteration 19Q: 3 clusters Score -146275.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -146288.625000 Penalty: 2404.804199
	Iteration 20F: 3 clusters Score -146288.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -146297.968750 Penalty: 2404.804199
	Iteration 21Q: 3 clusters Score -146298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -146301.000000 Penalty: 2404.804199
	Iteration 22Q: 3 clusters Score -146301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -146304.296875 Penalty: 2404.804199
	Iteration 23Q: 3 clusters Score -146304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -146306.406250 Penalty: 2404.804199
	Iteration 24Q: 3 clusters Score -146306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -146307.500000 Penalty: 2404.804199
	Iteration 25Q: 3 clusters Score -146307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -146308.046875 Penalty: 2404.804199
	Iteration 26Q: 3 clusters Score -146308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -146308.046875 Penalty: 2404.804199
	Iteration 27F: 3 clusters Score -146308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -106249.570312 Penalty: 1148.162109
	Iteration 0F: 2 clusters Score -106249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -104652.226562 Penalty: 2296.324219
	Iteration 0F: 3 clusters Score -104652.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -104919.554688 Penalty: 2296.324219
	Iteration 1F: 3 clusters Score -104919.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105021.671875 Penalty: 2296.324219
	Iteration 2F: 3 clusters Score -105021.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -105087.570312 Penalty: 2296.324219
	Iteration 3F: 3 clusters Score -105087.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -105132.585938 Penalty: 2296.324219
	Iteration 4Q: 3 clusters Score -105132.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -105162.539062 Penalty: 2296.324219
	Iteration 5Q: 3 clusters Score -105162.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -105191.101562 Penalty: 2296.324219
	Iteration 6Q: 3 clusters Score -105191.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -105220.539062 Penalty: 2296.324219
	Iteration 7Q: 3 clusters Score -105220.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -105235.671875 Penalty: 2296.324219
	Iteration 8Q: 3 clusters Score -105235.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -105252.359375 Penalty: 2296.324219
	Iteration 9Q: 3 clusters Score -105252.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -105266.640625 Penalty: 2296.324219
	Iteration 10Q: 3 clusters Score -105266.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -105277.734375 Penalty: 2296.324219
	Iteration 11Q: 3 clusters Score -105277.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -105288.945312 Penalty: 2296.324219
	Iteration 12Q: 3 clusters Score -105288.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -105304.328125 Penalty: 2296.324219
	Iteration 13Q: 3 clusters Score -105304.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -105318.140625 Penalty: 2296.324219
	Iteration 14Q: 3 clusters Score -105318.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -105328.968750 Penalty: 2296.324219
	Iteration 15Q: 3 clusters Score -105329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -105336.468750 Penalty: 2296.324219
	Iteration 16Q: 3 clusters Score -105336.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -105351.007812 Penalty: 2296.324219
	Iteration 17Q: 3 clusters Score -105351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -105358.757812 Penalty: 2296.324219
	Iteration 18Q: 3 clusters Score -105358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -105365.320312 Penalty: 2296.324219
	Iteration 19Q: 3 clusters Score -105365.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -105370.960938 Penalty: 2296.324219
	Iteration 20F: 3 clusters Score -105371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -105373.242188 Penalty: 2296.324219
	Iteration 21Q: 3 clusters Score -105373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -105375.710938 Penalty: 2296.324219
	Iteration 22Q: 3 clusters Score -105375.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -105378.218750 Penalty: 2296.324219
	Iteration 23Q: 3 clusters Score -105378.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -105382.195312 Penalty: 2296.324219
	Iteration 24Q: 3 clusters Score -105382.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -105387.570312 Penalty: 2296.324219
	Iteration 25Q: 3 clusters Score -105387.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -105396.820312 Penalty: 2296.324219
	Iteration 26Q: 3 clusters Score -105396.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -105415.390625 Penalty: 2296.324219
	Iteration 27Q: 3 clusters Score -105415.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -105423.796875 Penalty: 2296.324219
	Iteration 28Q: 3 clusters Score -105423.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -105429.218750 Penalty: 2296.324219
	Iteration 29Q: 3 clusters Score -105429.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -105442.453125 Penalty: 2296.324219
	Iteration 30Q: 3 clusters Score -105442.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -105452.007812 Penalty: 2296.324219
	Iteration 31Q: 3 clusters Score -105452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -105475.828125 Penalty: 2296.324219
	Iteration 32Q: 3 clusters Score -105475.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -105488.546875 Penalty: 2296.324219
	Iteration 33Q: 3 clusters Score -105488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -105496.164062 Penalty: 2296.324219
	Iteration 34Q: 3 clusters Score -105496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -105502.898438 Penalty: 2296.324219
	Iteration 35Q: 3 clusters Score -105502.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -105512.679688 Penalty: 2296.324219
	Iteration 36Q: 3 clusters Score -105512.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -105523.656250 Penalty: 2296.324219
	Iteration 37Q: 3 clusters Score -105523.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -105533.562500 Penalty: 2296.324219
	Iteration 38Q: 3 clusters Score -105533.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -105549.570312 Penalty: 2296.324219
	Iteration 39Q: 3 clusters Score -105549.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -105563.023438 Penalty: 2296.324219
	Iteration 40F: 3 clusters Score -105563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -105570.078125 Penalty: 2296.324219
	Iteration 41Q: 3 clusters Score -105570.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -105588.914062 Penalty: 2296.324219
	Iteration 42Q: 3 clusters Score -105588.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -105608.992188 Penalty: 2296.324219
	Iteration 43Q: 3 clusters Score -105609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -105631.101562 Penalty: 2296.324219
	Iteration 44Q: 3 clusters Score -105631.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -105675.000000 Penalty: 2296.324219
	Iteration 45Q: 3 clusters Score -105675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -105693.921875 Penalty: 2296.324219
	Iteration 46Q: 3 clusters Score -105693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -105701.765625 Penalty: 2296.324219
	Iteration 47Q: 3 clusters Score -105701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -105710.109375 Penalty: 2296.324219
	Iteration 48Q: 3 clusters Score -105710.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -105714.976562 Penalty: 2296.324219
	Iteration 49Q: 3 clusters Score -105715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105716.398438 Penalty: 2296.324219
	Iteration 50Q: 3 clusters Score -105716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -105717.140625 Penalty: 2296.324219
	Iteration 51Q: 3 clusters Score -105717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -105720.828125 Penalty: 2296.324219
	Iteration 52Q: 3 clusters Score -105720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -105723.687500 Penalty: 2296.324219
	Iteration 53Q: 3 clusters Score -105723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -105729.875000 Penalty: 2296.324219
	Iteration 54Q: 3 clusters Score -105729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -105742.617188 Penalty: 2296.324219
	Iteration 55Q: 3 clusters Score -105742.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -105755.742188 Penalty: 2296.324219
	Iteration 56Q: 3 clusters Score -105755.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -105771.812500 Penalty: 2296.324219
	Iteration 57Q: 3 clusters Score -105771.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -105791.500000 Penalty: 2296.324219
	Iteration 58Q: 3 clusters Score -105791.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105817.656250 Penalty: 2296.324219
	Iteration 59Q: 3 clusters Score -105817.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105868.976562 Penalty: 2296.324219
	Iteration 60F: 3 clusters Score -105869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -105927.460938 Penalty: 2296.324219
	Iteration 61Q: 3 clusters Score -105927.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -105954.054688 Penalty: 2296.324219
	Iteration 62Q: 3 clusters Score -105954.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -105964.718750 Penalty: 2296.324219
	Iteration 63Q: 3 clusters Score -105964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105969.125000 Penalty: 2296.324219
	Iteration 64Q: 3 clusters Score -105969.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105969.125000 Penalty: 2296.324219
	Iteration 65F: 3 clusters Score -105969.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Entering Unmasked Estep 
Score: -2346459.750000 Penalty: 1640.003418
	Iteration 0F: 2 clusters Score -2346460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2330210.250000 Penalty: 3280.006836
	Iteration 0F: 3 clusters Score -2330210 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2336028.750000 Penalty: 3280.006836
	Iteration 1F: 3 clusters Score -2336029 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2336334.250000 Penalty: 3280.006836
	Iteration 2Q: 3 clusters Score -2336334 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2336633.500000 Penalty: 3280.006836
	Iteration 3Q: 3 clusters Score -2336634 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2337000.250000 Penalty: 3280.006836
	Iteration 4Q: 3 clusters Score -2337000 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2337485.250000 Penalty: 3280.006836
	Iteration 5Q: 3 clusters Score -2337485 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2338240.500000 Penalty: 3280.006836
	Iteration 6F: 3 clusters Score -2338240 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2339361.250000 Penalty: 3280.006836
	Iteration 7F: 3 clusters Score -2339361 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2340864.250000 Penalty: 3280.006836
	Iteration 8F: 3 clusters Score -2340864 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2342540.500000 Penalty: 3280.006836
	Iteration 9F: 3 clusters Score -2342540 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2343856.750000 Penalty: 3280.006836
	Iteration 10F: 3 clusters Score -2343857 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2344508.250000 Penalty: 3280.006836
	Iteration 11Q: 3 clusters Score -2344508 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2344796.000000 Penalty: 3280.006836
	Iteration 12Q: 3 clusters Score -2344796 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2344930.250000 Penalty: 3280.006836
	Iteration 13Q: 3 clusters Score -2344930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2344989.000000 Penalty: 3280.006836
	Iteration 14Q: 3 clusters Score -2344989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2345023.500000 Penalty: 3280.006836
	Iteration 15Q: 3 clusters Score -2345024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2345051.000000 Penalty: 3280.006836
	Iteration 16Q: 3 clusters Score -2345051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2345060.000000 Penalty: 3280.006836
	Iteration 17Q: 3 clusters Score -2345060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2345073.500000 Penalty: 3280.006836
	Iteration 18Q: 3 clusters Score -2345074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2345077.750000 Penalty: 3280.006836
	Iteration 19Q: 3 clusters Score -2345078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2345079.500000 Penalty: 3280.006836
	Iteration 20F: 3 clusters Score -2345080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2345081.500000 Penalty: 3280.006836
	Iteration 21Q: 3 clusters Score -2345082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2345081.750000 Penalty: 3280.006836
	Iteration 22Q: 3 clusters Score -2345082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2345081.750000 Penalty: 3280.006836
	Iteration 23F: 3 clusters Score -2345082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Entering Unmasked Estep 
Score: -1079447.500000 Penalty: 1514.747559
	Iteration 0F: 2 clusters Score -1079448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1071456.125000 Penalty: 3029.495117
	Iteration 0F: 3 clusters Score -1071456 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1074157.375000 Penalty: 3029.495117
	Iteration 1F: 3 clusters Score -1074157 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1074395.250000 Penalty: 3029.495117
	Iteration 2F: 3 clusters Score -1074395 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1074581.500000 Penalty: 3029.495117
	Iteration 3Q: 3 clusters Score -1074582 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1074756.750000 Penalty: 3029.495117
	Iteration 4Q: 3 clusters Score -1074757 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1074933.500000 Penalty: 3029.495117
	Iteration 5Q: 3 clusters Score -1074934 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1075147.625000 Penalty: 3029.495117
	Iteration 6Q: 3 clusters Score -1075148 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1075470.375000 Penalty: 3029.495117
	Iteration 7Q: 3 clusters Score -1075470 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1075904.875000 Penalty: 3029.495117
	Iteration 8F: 3 clusters Score -1075905 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1076441.500000 Penalty: 3029.495117
	Iteration 9F: 3 clusters Score -1076442 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1077058.375000 Penalty: 3029.495117
	Iteration 10F: 3 clusters Score -1077058 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1077527.875000 Penalty: 3029.495117
	Iteration 11Q: 3 clusters Score -1077528 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1077831.000000 Penalty: 3029.495117
	Iteration 12Q: 3 clusters Score -1077831 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1077976.125000 Penalty: 3029.495117
	Iteration 13Q: 3 clusters Score -1077976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1078052.000000 Penalty: 3029.495117
	Iteration 14Q: 3 clusters Score -1078052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1078100.000000 Penalty: 3029.495117
	Iteration 15Q: 3 clusters Score -1078100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1078125.625000 Penalty: 3029.495117
	Iteration 16Q: 3 clusters Score -1078126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1078131.375000 Penalty: 3029.495117
	Iteration 17Q: 3 clusters Score -1078131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1078138.250000 Penalty: 3029.495117
	Iteration 18Q: 3 clusters Score -1078138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1078140.750000 Penalty: 3029.495117
	Iteration 19Q: 3 clusters Score -1078141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1078143.750000 Penalty: 3029.495117
	Iteration 20F: 3 clusters Score -1078144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1078144.500000 Penalty: 3029.495117
	Iteration 21Q: 3 clusters Score -1078144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1078144.500000 Penalty: 3029.495117
	Iteration 22F: 3 clusters Score -1078144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Entering Unmasked Estep 
Score: -1933832.750000 Penalty: 1609.088989
	Iteration 0F: 2 clusters Score -1933833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1920203.250000 Penalty: 3218.177979
	Iteration 0F: 3 clusters Score -1920203 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1925206.375000 Penalty: 3218.177979
	Iteration 1F: 3 clusters Score -1925206 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1925561.250000 Penalty: 3218.177979
	Iteration 2F: 3 clusters Score -1925561 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1925872.000000 Penalty: 3218.177979
	Iteration 3Q: 3 clusters Score -1925872 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1926154.875000 Penalty: 3218.177979
	Iteration 4Q: 3 clusters Score -1926155 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1926420.875000 Penalty: 3218.177979
	Iteration 5Q: 3 clusters Score -1926421 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1926679.375000 Penalty: 3218.177979
	Iteration 6Q: 3 clusters Score -1926679 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1927011.375000 Penalty: 3218.177979
	Iteration 7Q: 3 clusters Score -1927011 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1927423.750000 Penalty: 3218.177979
	Iteration 8Q: 3 clusters Score -1927424 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1927849.000000 Penalty: 3218.177979
	Iteration 9Q: 3 clusters Score -1927849 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1928358.125000 Penalty: 3218.177979
	Iteration 10Q: 3 clusters Score -1928358 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1928888.625000 Penalty: 3218.177979
	Iteration 11Q: 3 clusters Score -1928889 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1929429.875000 Penalty: 3218.177979
	Iteration 12Q: 3 clusters Score -1929430 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1929865.375000 Penalty: 3218.177979
	Iteration 13Q: 3 clusters Score -1929865 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1930172.125000 Penalty: 3218.177979
	Iteration 14Q: 3 clusters Score -1930172 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1930363.375000 Penalty: 3218.177979
	Iteration 15Q: 3 clusters Score -1930363 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1930469.125000 Penalty: 3218.177979
	Iteration 16Q: 3 clusters Score -1930469 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1930539.000000 Penalty: 3218.177979
	Iteration 17Q: 3 clusters Score -1930539 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1930601.875000 Penalty: 3218.177979
	Iteration 18Q: 3 clusters Score -1930602 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1930643.750000 Penalty: 3218.177979
	Iteration 19Q: 3 clusters Score -1930644 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1930682.000000 Penalty: 3218.177979
	Iteration 20F: 3 clusters Score -1930682 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1930723.875000 Penalty: 3218.177979
	Iteration 21Q: 3 clusters Score -1930724 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1930758.250000 Penalty: 3218.177979
	Iteration 22Q: 3 clusters Score -1930758 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1930803.875000 Penalty: 3218.177979
	Iteration 23Q: 3 clusters Score -1930804 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1930832.000000 Penalty: 3218.177979
	Iteration 24Q: 3 clusters Score -1930832 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1930878.500000 Penalty: 3218.177979
	Iteration 25Q: 3 clusters Score -1930878 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1930930.250000 Penalty: 3218.177979
	Iteration 26Q: 3 clusters Score -1930930 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1930973.125000 Penalty: 3218.177979
	Iteration 27Q: 3 clusters Score -1930973 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1931012.375000 Penalty: 3218.177979
	Iteration 28Q: 3 clusters Score -1931012 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1931060.125000 Penalty: 3218.177979
	Iteration 29Q: 3 clusters Score -1931060 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1931115.500000 Penalty: 3218.177979
	Iteration 30Q: 3 clusters Score -1931116 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1931160.125000 Penalty: 3218.177979
	Iteration 31Q: 3 clusters Score -1931160 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1931209.625000 Penalty: 3218.177979
	Iteration 32Q: 3 clusters Score -1931210 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1931259.875000 Penalty: 3218.177979
	Iteration 33Q: 3 clusters Score -1931260 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1931309.000000 Penalty: 3218.177979
	Iteration 34Q: 3 clusters Score -1931309 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1931361.875000 Penalty: 3218.177979
	Iteration 35Q: 3 clusters Score -1931362 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1931407.875000 Penalty: 3218.177979
	Iteration 36Q: 3 clusters Score -1931408 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1931451.750000 Penalty: 3218.177979
	Iteration 37Q: 3 clusters Score -1931452 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1931499.250000 Penalty: 3218.177979
	Iteration 38Q: 3 clusters Score -1931499 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1931548.000000 Penalty: 3218.177979
	Iteration 39Q: 3 clusters Score -1931548 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1931605.125000 Penalty: 3218.177979
	Iteration 40F: 3 clusters Score -1931605 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1931651.125000 Penalty: 3218.177979
	Iteration 41Q: 3 clusters Score -1931651 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1931697.500000 Penalty: 3218.177979
	Iteration 42Q: 3 clusters Score -1931698 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1931743.000000 Penalty: 3218.177979
	Iteration 43Q: 3 clusters Score -1931743 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1931803.500000 Penalty: 3218.177979
	Iteration 44Q: 3 clusters Score -1931804 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1931860.375000 Penalty: 3218.177979
	Iteration 45Q: 3 clusters Score -1931860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1931915.875000 Penalty: 3218.177979
	Iteration 46Q: 3 clusters Score -1931916 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1931976.625000 Penalty: 3218.177979
	Iteration 47Q: 3 clusters Score -1931977 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1932034.375000 Penalty: 3218.177979
	Iteration 48Q: 3 clusters Score -1932034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1932073.375000 Penalty: 3218.177979
	Iteration 49Q: 3 clusters Score -1932073 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1932111.500000 Penalty: 3218.177979
	Iteration 50Q: 3 clusters Score -1932112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1932138.375000 Penalty: 3218.177979
	Iteration 51Q: 3 clusters Score -1932138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1932175.375000 Penalty: 3218.177979
	Iteration 52Q: 3 clusters Score -1932175 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1932189.000000 Penalty: 3218.177979
	Iteration 53Q: 3 clusters Score -1932189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1932207.250000 Penalty: 3218.177979
	Iteration 54Q: 3 clusters Score -1932207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1932238.125000 Penalty: 3218.177979
	Iteration 55Q: 3 clusters Score -1932238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1932265.250000 Penalty: 3218.177979
	Iteration 56Q: 3 clusters Score -1932265 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1932293.625000 Penalty: 3218.177979
	Iteration 57Q: 3 clusters Score -1932294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1932315.750000 Penalty: 3218.177979
	Iteration 58Q: 3 clusters Score -1932316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1932336.750000 Penalty: 3218.177979
	Iteration 59Q: 3 clusters Score -1932337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1932357.000000 Penalty: 3218.177979
	Iteration 60F: 3 clusters Score -1932357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1932375.000000 Penalty: 3218.177979
	Iteration 61Q: 3 clusters Score -1932375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1932388.750000 Penalty: 3218.177979
	Iteration 62Q: 3 clusters Score -1932389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1932405.625000 Penalty: 3218.177979
	Iteration 63Q: 3 clusters Score -1932406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1932418.500000 Penalty: 3218.177979
	Iteration 64Q: 3 clusters Score -1932418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1932433.625000 Penalty: 3218.177979
	Iteration 65Q: 3 clusters Score -1932434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1932438.500000 Penalty: 3218.177979
	Iteration 66Q: 3 clusters Score -1932438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1932444.625000 Penalty: 3218.177979
	Iteration 67Q: 3 clusters Score -1932445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1932449.625000 Penalty: 3218.177979
	Iteration 68Q: 3 clusters Score -1932450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1932452.875000 Penalty: 3218.177979
	Iteration 69Q: 3 clusters Score -1932453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1932459.500000 Penalty: 3218.177979
	Iteration 70Q: 3 clusters Score -1932460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1932459.875000 Penalty: 3218.177979
	Iteration 71Q: 3 clusters Score -1932460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1932461.000000 Penalty: 3218.177979
	Iteration 72Q: 3 clusters Score -1932461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1932463.250000 Penalty: 3218.177979
	Iteration 73Q: 3 clusters Score -1932463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1932464.250000 Penalty: 3218.177979
	Iteration 74Q: 3 clusters Score -1932464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1932467.625000 Penalty: 3218.177979
	Iteration 75Q: 3 clusters Score -1932468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1932468.125000 Penalty: 3218.177979
	Iteration 76Q: 3 clusters Score -1932468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1932468.625000 Penalty: 3218.177979
	Iteration 77Q: 3 clusters Score -1932469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1932471.250000 Penalty: 3218.177979
	Iteration 78Q: 3 clusters Score -1932471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1932471.625000 Penalty: 3218.177979
	Iteration 79Q: 3 clusters Score -1932472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1932471.750000 Penalty: 3218.177979
	Iteration 80F: 3 clusters Score -1932472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1932476.375000 Penalty: 3218.177979
	Iteration 81Q: 3 clusters Score -1932476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1932481.875000 Penalty: 3218.177979
	Iteration 82Q: 3 clusters Score -1932482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1932485.125000 Penalty: 3218.177979
	Iteration 83Q: 3 clusters Score -1932485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1932485.250000 Penalty: 3218.177979
	Iteration 84Q: 3 clusters Score -1932485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1932485.750000 Penalty: 3218.177979
	Iteration 85Q: 3 clusters Score -1932486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1932488.375000 Penalty: 3218.177979
	Iteration 86Q: 3 clusters Score -1932488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1932490.625000 Penalty: 3218.177979
	Iteration 87Q: 3 clusters Score -1932491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1932490.125000 Penalty: 3218.177979
	Iteration 88Q: 3 clusters Score -1932490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1932490.125000 Penalty: 3218.177979
	Iteration 89F: 3 clusters Score -1932490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Entering Unmasked Estep 
Score: -1084465.250000 Penalty: 1517.301025
	Iteration 0F: 2 clusters Score -1084465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1076421.750000 Penalty: 3034.602051
	Iteration 0F: 3 clusters Score -1076422 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1079127.375000 Penalty: 3034.602051
	Iteration 1F: 3 clusters Score -1079127 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1079394.125000 Penalty: 3034.602051
	Iteration 2F: 3 clusters Score -1079394 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1079605.250000 Penalty: 3034.602051
	Iteration 3Q: 3 clusters Score -1079605 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1079827.375000 Penalty: 3034.602051
	Iteration 4Q: 3 clusters Score -1079827 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1080079.875000 Penalty: 3034.602051
	Iteration 5Q: 3 clusters Score -1080080 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1080352.250000 Penalty: 3034.602051
	Iteration 6Q: 3 clusters Score -1080352 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1080662.750000 Penalty: 3034.602051
	Iteration 7Q: 3 clusters Score -1080663 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1080988.250000 Penalty: 3034.602051
	Iteration 8Q: 3 clusters Score -1080988 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1081342.750000 Penalty: 3034.602051
	Iteration 9Q: 3 clusters Score -1081343 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1081609.250000 Penalty: 3034.602051
	Iteration 10Q: 3 clusters Score -1081609 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1081776.000000 Penalty: 3034.602051
	Iteration 11Q: 3 clusters Score -1081776 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1081872.375000 Penalty: 3034.602051
	Iteration 12Q: 3 clusters Score -1081872 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1081934.375000 Penalty: 3034.602051
	Iteration 13Q: 3 clusters Score -1081934 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1082009.750000 Penalty: 3034.602051
	Iteration 14Q: 3 clusters Score -1082010 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1082078.875000 Penalty: 3034.602051
	Iteration 15Q: 3 clusters Score -1082079 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1082162.625000 Penalty: 3034.602051
	Iteration 16Q: 3 clusters Score -1082163 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1082268.125000 Penalty: 3034.602051
	Iteration 17Q: 3 clusters Score -1082268 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1082348.875000 Penalty: 3034.602051
	Iteration 18Q: 3 clusters Score -1082349 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1082424.375000 Penalty: 3034.602051
	Iteration 19Q: 3 clusters Score -1082424 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1082490.625000 Penalty: 3034.602051
	Iteration 20F: 3 clusters Score -1082491 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1082544.000000 Penalty: 3034.602051
	Iteration 21Q: 3 clusters Score -1082544 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1082594.000000 Penalty: 3034.602051
	Iteration 22Q: 3 clusters Score -1082594 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1082627.375000 Penalty: 3034.602051
	Iteration 23Q: 3 clusters Score -1082627 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1082655.625000 Penalty: 3034.602051
	Iteration 24Q: 3 clusters Score -1082656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1082676.375000 Penalty: 3034.602051
	Iteration 25Q: 3 clusters Score -1082676 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1082697.125000 Penalty: 3034.602051
	Iteration 26Q: 3 clusters Score -1082697 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1082718.125000 Penalty: 3034.602051
	Iteration 27Q: 3 clusters Score -1082718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1082741.000000 Penalty: 3034.602051
	Iteration 28Q: 3 clusters Score -1082741 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1082765.500000 Penalty: 3034.602051
	Iteration 29Q: 3 clusters Score -1082766 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1082789.875000 Penalty: 3034.602051
	Iteration 30Q: 3 clusters Score -1082790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1082802.500000 Penalty: 3034.602051
	Iteration 31Q: 3 clusters Score -1082802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1082808.125000 Penalty: 3034.602051
	Iteration 32Q: 3 clusters Score -1082808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1082814.375000 Penalty: 3034.602051
	Iteration 33Q: 3 clusters Score -1082814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1082817.625000 Penalty: 3034.602051
	Iteration 34Q: 3 clusters Score -1082818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1082821.875000 Penalty: 3034.602051
	Iteration 35Q: 3 clusters Score -1082822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1082825.875000 Penalty: 3034.602051
	Iteration 36Q: 3 clusters Score -1082826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1082830.000000 Penalty: 3034.602051
	Iteration 37Q: 3 clusters Score -1082830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1082837.625000 Penalty: 3034.602051
	Iteration 38Q: 3 clusters Score -1082838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1082837.750000 Penalty: 3034.602051
	Iteration 39Q: 3 clusters Score -1082838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1082843.625000 Penalty: 3034.602051
	Iteration 40F: 3 clusters Score -1082844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1082849.875000 Penalty: 3034.602051
	Iteration 41Q: 3 clusters Score -1082850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1082864.500000 Penalty: 3034.602051
	Iteration 42Q: 3 clusters Score -1082864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1082868.125000 Penalty: 3034.602051
	Iteration 43Q: 3 clusters Score -1082868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1082873.000000 Penalty: 3034.602051
	Iteration 44Q: 3 clusters Score -1082873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1082877.125000 Penalty: 3034.602051
	Iteration 45Q: 3 clusters Score -1082877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1082883.125000 Penalty: 3034.602051
	Iteration 46Q: 3 clusters Score -1082883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1082889.250000 Penalty: 3034.602051
	Iteration 47Q: 3 clusters Score -1082889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1082892.250000 Penalty: 3034.602051
	Iteration 48Q: 3 clusters Score -1082892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1082891.875000 Penalty: 3034.602051
	Iteration 49Q: 3 clusters Score -1082892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1082893.750000 Penalty: 3034.602051
	Iteration 50Q: 3 clusters Score -1082894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1082893.375000 Penalty: 3034.602051
	Iteration 51Q: 3 clusters Score -1082893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1082895.375000 Penalty: 3034.602051
	Iteration 52Q: 3 clusters Score -1082895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1082897.875000 Penalty: 3034.602051
	Iteration 53Q: 3 clusters Score -1082898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1082900.125000 Penalty: 3034.602051
	Iteration 54Q: 3 clusters Score -1082900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1082904.750000 Penalty: 3034.602051
	Iteration 55Q: 3 clusters Score -1082905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1082904.250000 Penalty: 3034.602051
	Iteration 56Q: 3 clusters Score -1082904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1082906.000000 Penalty: 3034.602051
	Iteration 57Q: 3 clusters Score -1082906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1082907.875000 Penalty: 3034.602051
	Iteration 58Q: 3 clusters Score -1082908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1082911.625000 Penalty: 3034.602051
	Iteration 59Q: 3 clusters Score -1082912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1082913.000000 Penalty: 3034.602051
	Iteration 60F: 3 clusters Score -1082913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1082915.250000 Penalty: 3034.602051
	Iteration 61Q: 3 clusters Score -1082915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1082916.625000 Penalty: 3034.602051
	Iteration 62Q: 3 clusters Score -1082917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1082916.125000 Penalty: 3034.602051
	Iteration 63Q: 3 clusters Score -1082916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1082917.500000 Penalty: 3034.602051
	Iteration 64Q: 3 clusters Score -1082918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1082916.750000 Penalty: 3034.602051
	Iteration 65Q: 3 clusters Score -1082917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1082917.250000 Penalty: 3034.602051
	Iteration 66Q: 3 clusters Score -1082917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1082915.375000 Penalty: 3034.602051
	Iteration 67Q: 3 clusters Score -1082915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1082917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1082917.875000 Penalty: 3034.602051
	Iteration 69Q: 3 clusters Score -1082918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1082918.375000 Penalty: 3034.602051
	Iteration 70Q: 3 clusters Score -1082918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1082919.500000 Penalty: 3034.602051
	Iteration 71Q: 3 clusters Score -1082920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1082917.750000 Penalty: 3034.602051
	Iteration 72Q: 3 clusters Score -1082918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1082917.000000 Penalty: 3034.602051
	Iteration 73Q: 3 clusters Score -1082917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1082918.250000 Penalty: 3034.602051
	Iteration 74Q: 3 clusters Score -1082918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1082920.875000 Penalty: 3034.602051
	Iteration 75Q: 3 clusters Score -1082921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1082923.625000 Penalty: 3034.602051
	Iteration 76Q: 3 clusters Score -1082924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1082923.375000 Penalty: 3034.602051
	Iteration 77Q: 3 clusters Score -1082923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1082926.375000 Penalty: 3034.602051
	Iteration 78Q: 3 clusters Score -1082926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1082925.750000 Penalty: 3034.602051
	Iteration 79Q: 3 clusters Score -1082926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1082928.500000 Penalty: 3034.602051
	Iteration 80F: 3 clusters Score -1082928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1082930.250000 Penalty: 3034.602051
	Iteration 81Q: 3 clusters Score -1082930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1082932.375000 Penalty: 3034.602051
	Iteration 82Q: 3 clusters Score -1082932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1082932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1082934.250000 Penalty: 3034.602051
	Iteration 84Q: 3 clusters Score -1082934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1082936.875000 Penalty: 3034.602051
	Iteration 85Q: 3 clusters Score -1082937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1082938.500000 Penalty: 3034.602051
	Iteration 86Q: 3 clusters Score -1082938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1082941.125000 Penalty: 3034.602051
	Iteration 87Q: 3 clusters Score -1082941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1082939.500000 Penalty: 3034.602051
	Iteration 88Q: 3 clusters Score -1082940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1082941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1082942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1082941.750000 Penalty: 3034.602051
	Iteration 91Q: 3 clusters Score -1082942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1082945.125000 Penalty: 3034.602051
	Iteration 92Q: 3 clusters Score -1082945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1082945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1082947.250000 Penalty: 3034.602051
	Iteration 94Q: 3 clusters Score -1082947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1082947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1082950.375000 Penalty: 3034.602051
	Iteration 96Q: 3 clusters Score -1082950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1082952.125000 Penalty: 3034.602051
	Iteration 97Q: 3 clusters Score -1082952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1082955.250000 Penalty: 3034.602051
	Iteration 98Q: 3 clusters Score -1082955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1082961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1082965.500000 Penalty: 3034.602051
	Iteration 100F: 3 clusters Score -1082966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1082967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1082969.750000 Penalty: 3034.602051
	Iteration 102Q: 3 clusters Score -1082970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1082974.750000 Penalty: 3034.602051
	Iteration 103Q: 3 clusters Score -1082975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1082975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1082981.750000 Penalty: 3034.602051
	Iteration 105Q: 3 clusters Score -1082982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1082984.750000 Penalty: 3034.602051
	Iteration 106Q: 3 clusters Score -1082985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1082987.000000 Penalty: 3034.602051
	Iteration 107Q: 3 clusters Score -1082987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1082990.000000 Penalty: 3034.602051
	Iteration 108Q: 3 clusters Score -1082990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1082991.500000 Penalty: 3034.602051
	Iteration 109Q: 3 clusters Score -1082992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1082989.625000 Penalty: 3034.602051
	Iteration 110Q: 3 clusters Score -1082990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1082993.500000 Penalty: 3034.602051
	Iteration 111Q: 3 clusters Score -1082994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1082992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1082994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1082993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1082994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1082994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1082994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1082996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1082996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1082996.875000 Penalty: 3034.602051
	Iteration 120F: 3 clusters Score -1082997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1082996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1082999.125000 Penalty: 3034.602051
	Iteration 122Q: 3 clusters Score -1082999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1083002.375000 Penalty: 3034.602051
	Iteration 123Q: 3 clusters Score -1083002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1083004.250000 Penalty: 3034.602051
	Iteration 124Q: 3 clusters Score -1083004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1083004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1083005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1083005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1083005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1083005 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1083006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1083005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1083009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1083006.875000 Penalty: 3034.602051
	Iteration 133Q: 3 clusters Score -1083007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1083006.625000 Penalty: 3034.602051
	Iteration 134Q: 3 clusters Score -1083007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1083008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1083005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1083007 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1083007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1083006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1083009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1083008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1083010 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1083009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1083010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1083011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1083011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1083011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1083012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1083013.000000 Penalty: 3034.602051
	Iteration 149Q: 3 clusters Score -1083013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1083011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1083012 nChanged 0
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Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
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	Iteration 152F: 3 clusters Score -1083012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3133 members 
Entering Unmasked Estep 
Score: -297726.562500 Penalty: 1308.083862
	Iteration 0F: 2 clusters Score -297726.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -294895.343750 Penalty: 2616.167725
	Iteration 0F: 3 clusters Score -294895.3 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -295620.750000 Penalty: 2616.167725
	Iteration 1F: 3 clusters Score -295620.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -295798.312500 Penalty: 2616.167725
	Iteration 2F: 3 clusters Score -295798.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -295925.281250 Penalty: 2616.167725
	Iteration 3F: 3 clusters Score -295925.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -296016.343750 Penalty: 2616.167725
	Iteration 4Q: 3 clusters Score -296016.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -296086.218750 Penalty: 2616.167725
	Iteration 5Q: 3 clusters Score -296086.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -296166.968750 Penalty: 2616.167725
	Iteration 6Q: 3 clusters Score -296167 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -296243.593750 Penalty: 2616.167725
	Iteration 7Q: 3 clusters Score -296243.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -296302.843750 Penalty: 2616.167725
	Iteration 8Q: 3 clusters Score -296302.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -296355.031250 Penalty: 2616.167725
	Iteration 9Q: 3 clusters Score -296355 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -296402.750000 Penalty: 2616.167725
	Iteration 10Q: 3 clusters Score -296402.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -296447.968750 Penalty: 2616.167725
	Iteration 11Q: 3 clusters Score -296448 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -296477.843750 Penalty: 2616.167725
	Iteration 12Q: 3 clusters Score -296477.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -296507.437500 Penalty: 2616.167725
	Iteration 13Q: 3 clusters Score -296507.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -296535.812500 Penalty: 2616.167725
	Iteration 14Q: 3 clusters Score -296535.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -296560.093750 Penalty: 2616.167725
	Iteration 15Q: 3 clusters Score -296560.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -296580.062500 Penalty: 2616.167725
	Iteration 16Q: 3 clusters Score -296580.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -296596.625000 Penalty: 2616.167725
	Iteration 17Q: 3 clusters Score -296596.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -296616.250000 Penalty: 2616.167725
	Iteration 18Q: 3 clusters Score -296616.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -296635.031250 Penalty: 2616.167725
	Iteration 19Q: 3 clusters Score -296635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -296648.031250 Penalty: 2616.167725
	Iteration 20F: 3 clusters Score -296648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -296658.500000 Penalty: 2616.167725
	Iteration 21Q: 3 clusters Score -296658.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -296664.812500 Penalty: 2616.167725
	Iteration 22Q: 3 clusters Score -296664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -296671.968750 Penalty: 2616.167725
	Iteration 23Q: 3 clusters Score -296672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -296678.031250 Penalty: 2616.167725
	Iteration 24Q: 3 clusters Score -296678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -296681.468750 Penalty: 2616.167725
	Iteration 25Q: 3 clusters Score -296681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -296685.406250 Penalty: 2616.167725
	Iteration 26Q: 3 clusters Score -296685.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -296687.593750 Penalty: 2616.167725
	Iteration 27Q: 3 clusters Score -296687.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -296694.812500 Penalty: 2616.167725
	Iteration 28Q: 3 clusters Score -296694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -296699.312500 Penalty: 2616.167725
	Iteration 29Q: 3 clusters Score -296699.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -296705.718750 Penalty: 2616.167725
	Iteration 30Q: 3 clusters Score -296705.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -296714.156250 Penalty: 2616.167725
	Iteration 31Q: 3 clusters Score -296714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -296717.375000 Penalty: 2616.167725
	Iteration 32Q: 3 clusters Score -296717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -296718.531250 Penalty: 2616.167725
	Iteration 33Q: 3 clusters Score -296718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -296719.750000 Penalty: 2616.167725
	Iteration 34Q: 3 clusters Score -296719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -296720.968750 Penalty: 2616.167725
	Iteration 35Q: 3 clusters Score -296721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -296720.968750 Penalty: 2616.167725
	Iteration 36F: 3 clusters Score -296721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -434125.687500 Penalty: 1375.057495
	Iteration 0F: 2 clusters Score -434125.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -430293.812500 Penalty: 2750.114990
	Iteration 0F: 3 clusters Score -430293.8 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -431574.437500 Penalty: 2750.114990
	Iteration 1F: 3 clusters Score -431574.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -432025.343750 Penalty: 2750.114990
	Iteration 2F: 3 clusters Score -432025.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -432418.500000 Penalty: 2750.114990
	Iteration 3F: 3 clusters Score -432418.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -432777.468750 Penalty: 2750.114990
	Iteration 4F: 3 clusters Score -432777.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -433096.875000 Penalty: 2750.114990
	Iteration 5F: 3 clusters Score -433096.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -433357.375000 Penalty: 2750.114990
	Iteration 6F: 3 clusters Score -433357.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -433568.687500 Penalty: 2750.114990
	Iteration 7Q: 3 clusters Score -433568.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -433752.500000 Penalty: 2750.114990
	Iteration 8Q: 3 clusters Score -433752.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -433963.906250 Penalty: 2750.114990
	Iteration 9Q: 3 clusters Score -433963.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -434102.343750 Penalty: 2750.114990
	Iteration 10Q: 3 clusters Score -434102.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -434145.656250 Penalty: 2750.114990
	Iteration 11Q: 3 clusters Score -434145.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -434163.968750 Penalty: 2750.114990
	Iteration 12Q: 3 clusters Score -434164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -434176.062500 Penalty: 2750.114990
	Iteration 13Q: 3 clusters Score -434176.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -434181.062500 Penalty: 2750.114990
	Iteration 14Q: 3 clusters Score -434181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -434182.812500 Penalty: 2750.114990
	Iteration 15Q: 3 clusters Score -434182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -434183.656250 Penalty: 2750.114990
	Iteration 16Q: 3 clusters Score -434183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -434183.750000 Penalty: 2750.114990
	Iteration 17Q: 3 clusters Score -434183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -434183.750000 Penalty: 2750.114990
	Iteration 18F: 3 clusters Score -434183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20566 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21537 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24157 members 
Mstep: Class 10 contains 11176 members 
Mstep: Class 11 contains 19972 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 1593 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30136 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 91282 members 
Mstep: Class 21 contains 96801 members 
Mstep: Class 22 contains 70753 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13809 members 
Mstep: Class 26 contains 3138 members 
Entering Unmasked Estep 
Score: -44818924.000000 Penalty: 55278.062500
Splitting cluster 14 changes total score from -44819564.000000 to -44818924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (7960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Entering Unmasked Estep 
Score: -756230.875000 Penalty: 1459.604980
	Iteration 0F: 2 clusters Score -756230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -750396.875000 Penalty: 2919.209961
	Iteration 0F: 3 clusters Score -750396.9 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -752248.812500 Penalty: 2919.209961
	Iteration 1F: 3 clusters Score -752248.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -752468.687500 Penalty: 2919.209961
	Iteration 2F: 3 clusters Score -752468.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -752644.000000 Penalty: 2919.209961
	Iteration 3Q: 3 clusters Score -752644 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -752783.000000 Penalty: 2919.209961
	Iteration 4Q: 3 clusters Score -752783 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -752927.875000 Penalty: 2919.209961
	Iteration 5Q: 3 clusters Score -752927.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -753074.812500 Penalty: 2919.209961
	Iteration 6Q: 3 clusters Score -753074.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -753255.312500 Penalty: 2919.209961
	Iteration 7Q: 3 clusters Score -753255.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -753444.687500 Penalty: 2919.209961
	Iteration 8Q: 3 clusters Score -753444.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -753646.500000 Penalty: 2919.209961
	Iteration 9Q: 3 clusters Score -753646.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -753837.812500 Penalty: 2919.209961
	Iteration 10Q: 3 clusters Score -753837.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -754028.250000 Penalty: 2919.209961
	Iteration 11Q: 3 clusters Score -754028.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -754226.562500 Penalty: 2919.209961
	Iteration 12Q: 3 clusters Score -754226.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -754391.375000 Penalty: 2919.209961
	Iteration 13Q: 3 clusters Score -754391.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -754534.312500 Penalty: 2919.209961
	Iteration 14Q: 3 clusters Score -754534.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -754682.312500 Penalty: 2919.209961
	Iteration 15Q: 3 clusters Score -754682.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -754803.812500 Penalty: 2919.209961
	Iteration 16Q: 3 clusters Score -754803.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -754907.562500 Penalty: 2919.209961
	Iteration 17Q: 3 clusters Score -754907.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -754994.187500 Penalty: 2919.209961
	Iteration 18Q: 3 clusters Score -754994.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -755049.375000 Penalty: 2919.209961
	Iteration 19Q: 3 clusters Score -755049.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -755083.000000 Penalty: 2919.209961
	Iteration 20F: 3 clusters Score -755083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -755109.000000 Penalty: 2919.209961
	Iteration 21Q: 3 clusters Score -755109 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -755128.250000 Penalty: 2919.209961
	Iteration 22Q: 3 clusters Score -755128.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -755150.062500 Penalty: 2919.209961
	Iteration 23Q: 3 clusters Score -755150.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -755170.812500 Penalty: 2919.209961
	Iteration 24Q: 3 clusters Score -755170.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -755180.312500 Penalty: 2919.209961
	Iteration 25Q: 3 clusters Score -755180.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -755191.125000 Penalty: 2919.209961
	Iteration 26Q: 3 clusters Score -755191.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -755200.375000 Penalty: 2919.209961
	Iteration 27Q: 3 clusters Score -755200.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -755210.750000 Penalty: 2919.209961
	Iteration 28Q: 3 clusters Score -755210.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -755220.250000 Penalty: 2919.209961
	Iteration 29Q: 3 clusters Score -755220.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -755225.937500 Penalty: 2919.209961
	Iteration 30Q: 3 clusters Score -755225.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -755233.687500 Penalty: 2919.209961
	Iteration 31Q: 3 clusters Score -755233.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -755237.937500 Penalty: 2919.209961
	Iteration 32Q: 3 clusters Score -755237.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -755240.937500 Penalty: 2919.209961
	Iteration 33Q: 3 clusters Score -755240.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -755242.500000 Penalty: 2919.209961
	Iteration 34Q: 3 clusters Score -755242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -755244.687500 Penalty: 2919.209961
	Iteration 35Q: 3 clusters Score -755244.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -755244.875000 Penalty: 2919.209961
	Iteration 36Q: 3 clusters Score -755244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -755246.687500 Penalty: 2919.209961
	Iteration 37Q: 3 clusters Score -755246.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -755248.562500 Penalty: 2919.209961
	Iteration 38Q: 3 clusters Score -755248.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -755248.062500 Penalty: 2919.209961
	Iteration 39Q: 3 clusters Score -755248.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -755249.062500 Penalty: 2919.209961
	Iteration 40F: 3 clusters Score -755249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -755249.250000 Penalty: 2919.209961
	Iteration 41Q: 3 clusters Score -755249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -755251.062500 Penalty: 2919.209961
	Iteration 42Q: 3 clusters Score -755251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -755250.937500 Penalty: 2919.209961
	Iteration 43Q: 3 clusters Score -755250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -755251.625000 Penalty: 2919.209961
	Iteration 44Q: 3 clusters Score -755251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -755251.750000 Penalty: 2919.209961
	Iteration 45Q: 3 clusters Score -755251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -755251.875000 Penalty: 2919.209961
	Iteration 46Q: 3 clusters Score -755251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -755253.875000 Penalty: 2919.209961
	Iteration 47Q: 3 clusters Score -755253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -755255.875000 Penalty: 2919.209961
	Iteration 48Q: 3 clusters Score -755255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -755253.937500 Penalty: 2919.209961
	Iteration 49Q: 3 clusters Score -755253.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -755252.750000 Penalty: 2919.209961
	Iteration 50Q: 3 clusters Score -755252.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -755253.875000 Penalty: 2919.209961
	Iteration 51Q: 3 clusters Score -755253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -755254.312500 Penalty: 2919.209961
	Iteration 52Q: 3 clusters Score -755254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -755254.312500 Penalty: 2919.209961
	Iteration 53Q: 3 clusters Score -755254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -755253.625000 Penalty: 2919.209961
	Iteration 54Q: 3 clusters Score -755253.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -755253.625000 Penalty: 2919.209961
	Iteration 55F: 3 clusters Score -755253.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -250397.984375 Penalty: 1279.892090
	Iteration 0F: 2 clusters Score -250398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -247900.937500 Penalty: 2559.784180
	Iteration 0F: 3 clusters Score -247900.9 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -248482.781250 Penalty: 2559.784180
	Iteration 1F: 3 clusters Score -248482.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -248614.515625 Penalty: 2559.784180
	Iteration 2F: 3 clusters Score -248614.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -248678.859375 Penalty: 2559.784180
	Iteration 3Q: 3 clusters Score -248678.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -248717.281250 Penalty: 2559.784180
	Iteration 4Q: 3 clusters Score -248717.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -248742.937500 Penalty: 2559.784180
	Iteration 5Q: 3 clusters Score -248742.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -248764.765625 Penalty: 2559.784180
	Iteration 6Q: 3 clusters Score -248764.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -248780.750000 Penalty: 2559.784180
	Iteration 7Q: 3 clusters Score -248780.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -248791.703125 Penalty: 2559.784180
	Iteration 8Q: 3 clusters Score -248791.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -248797.625000 Penalty: 2559.784180
	Iteration 9Q: 3 clusters Score -248797.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -248804.093750 Penalty: 2559.784180
	Iteration 10Q: 3 clusters Score -248804.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -248809.359375 Penalty: 2559.784180
	Iteration 11Q: 3 clusters Score -248809.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -248813.343750 Penalty: 2559.784180
	Iteration 12Q: 3 clusters Score -248813.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -248819.859375 Penalty: 2559.784180
	Iteration 13Q: 3 clusters Score -248819.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -248826.968750 Penalty: 2559.784180
	Iteration 14Q: 3 clusters Score -248827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -248833.765625 Penalty: 2559.784180
	Iteration 15Q: 3 clusters Score -248833.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -248842.187500 Penalty: 2559.784180
	Iteration 16Q: 3 clusters Score -248842.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -248851.515625 Penalty: 2559.784180
	Iteration 17Q: 3 clusters Score -248851.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -248859.890625 Penalty: 2559.784180
	Iteration 18Q: 3 clusters Score -248859.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -248866.234375 Penalty: 2559.784180
	Iteration 19Q: 3 clusters Score -248866.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -248873.906250 Penalty: 2559.784180
	Iteration 20F: 3 clusters Score -248873.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -248883.140625 Penalty: 2559.784180
	Iteration 21Q: 3 clusters Score -248883.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -248894.984375 Penalty: 2559.784180
	Iteration 22Q: 3 clusters Score -248895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -248915.437500 Penalty: 2559.784180
	Iteration 23Q: 3 clusters Score -248915.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -248932.718750 Penalty: 2559.784180
	Iteration 24Q: 3 clusters Score -248932.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -248947.359375 Penalty: 2559.784180
	Iteration 25Q: 3 clusters Score -248947.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -248960.328125 Penalty: 2559.784180
	Iteration 26Q: 3 clusters Score -248960.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -248971.515625 Penalty: 2559.784180
	Iteration 27Q: 3 clusters Score -248971.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -248988.656250 Penalty: 2559.784180
	Iteration 28Q: 3 clusters Score -248988.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -249005.500000 Penalty: 2559.784180
	Iteration 29Q: 3 clusters Score -249005.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -249022.031250 Penalty: 2559.784180
	Iteration 30Q: 3 clusters Score -249022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -249035.750000 Penalty: 2559.784180
	Iteration 31Q: 3 clusters Score -249035.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -249048.484375 Penalty: 2559.784180
	Iteration 32Q: 3 clusters Score -249048.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -249065.390625 Penalty: 2559.784180
	Iteration 33Q: 3 clusters Score -249065.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -249087.031250 Penalty: 2559.784180
	Iteration 34Q: 3 clusters Score -249087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -249105.406250 Penalty: 2559.784180
	Iteration 35Q: 3 clusters Score -249105.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -249121.562500 Penalty: 2559.784180
	Iteration 36Q: 3 clusters Score -249121.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -249135.312500 Penalty: 2559.784180
	Iteration 37Q: 3 clusters Score -249135.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -249147.562500 Penalty: 2559.784180
	Iteration 38Q: 3 clusters Score -249147.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -249165.265625 Penalty: 2559.784180
	Iteration 39Q: 3 clusters Score -249165.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -249178.000000 Penalty: 2559.784180
	Iteration 40F: 3 clusters Score -249178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -249194.578125 Penalty: 2559.784180
	Iteration 41Q: 3 clusters Score -249194.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -249212.953125 Penalty: 2559.784180
	Iteration 42Q: 3 clusters Score -249213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -249229.234375 Penalty: 2559.784180
	Iteration 43Q: 3 clusters Score -249229.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -249243.656250 Penalty: 2559.784180
	Iteration 44Q: 3 clusters Score -249243.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -249261.234375 Penalty: 2559.784180
	Iteration 45Q: 3 clusters Score -249261.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -249280.515625 Penalty: 2559.784180
	Iteration 46Q: 3 clusters Score -249280.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -249301.421875 Penalty: 2559.784180
	Iteration 47Q: 3 clusters Score -249301.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -249325.078125 Penalty: 2559.784180
	Iteration 48Q: 3 clusters Score -249325.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -249347.500000 Penalty: 2559.784180
	Iteration 49Q: 3 clusters Score -249347.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -249362.531250 Penalty: 2559.784180
	Iteration 50Q: 3 clusters Score -249362.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -249374.109375 Penalty: 2559.784180
	Iteration 51Q: 3 clusters Score -249374.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -249385.312500 Penalty: 2559.784180
	Iteration 52Q: 3 clusters Score -249385.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -249394.359375 Penalty: 2559.784180
	Iteration 53Q: 3 clusters Score -249394.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -249399.234375 Penalty: 2559.784180
	Iteration 54Q: 3 clusters Score -249399.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -249404.421875 Penalty: 2559.784180
	Iteration 55Q: 3 clusters Score -249404.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -249407.140625 Penalty: 2559.784180
	Iteration 56Q: 3 clusters Score -249407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -249409.234375 Penalty: 2559.784180
	Iteration 57Q: 3 clusters Score -249409.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -249410.562500 Penalty: 2559.784180
	Iteration 58Q: 3 clusters Score -249410.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -249413.546875 Penalty: 2559.784180
	Iteration 59Q: 3 clusters Score -249413.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -249418.031250 Penalty: 2559.784180
	Iteration 60F: 3 clusters Score -249418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -249419.437500 Penalty: 2559.784180
	Iteration 61Q: 3 clusters Score -249419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -249419.781250 Penalty: 2559.784180
	Iteration 62Q: 3 clusters Score -249419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -249419.937500 Penalty: 2559.784180
	Iteration 63Q: 3 clusters Score -249419.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -249419.937500 Penalty: 2559.784180
	Iteration 64F: 3 clusters Score -249419.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Entering Unmasked Estep 
Score: -2917587.750000 Penalty: 1675.939819
	Iteration 0F: 2 clusters Score -2917588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2897347.500000 Penalty: 3351.879639
	Iteration 0F: 3 clusters Score -2897348 nChanged 13777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2905004.000000 Penalty: 3351.879639
	Iteration 1F: 3 clusters Score -2905004 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2905357.750000 Penalty: 3351.879639
	Iteration 2Q: 3 clusters Score -2905358 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2905745.500000 Penalty: 3351.879639
	Iteration 3Q: 3 clusters Score -2905746 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2906151.500000 Penalty: 3351.879639
	Iteration 4Q: 3 clusters Score -2906152 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2906607.750000 Penalty: 3351.879639
	Iteration 5Q: 3 clusters Score -2906608 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2907174.000000 Penalty: 3351.879639
	Iteration 6Q: 3 clusters Score -2907174 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2907884.750000 Penalty: 3351.879639
	Iteration 7Q: 3 clusters Score -2907885 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2908766.750000 Penalty: 3351.879639
	Iteration 8F: 3 clusters Score -2908767 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2909892.500000 Penalty: 3351.879639
	Iteration 9F: 3 clusters Score -2909892 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2911119.500000 Penalty: 3351.879639
	Iteration 10F: 3 clusters Score -2911120 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2912286.000000 Penalty: 3351.879639
	Iteration 11F: 3 clusters Score -2912286 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2913294.000000 Penalty: 3351.879639
	Iteration 12Q: 3 clusters Score -2913294 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2914091.500000 Penalty: 3351.879639
	Iteration 13Q: 3 clusters Score -2914092 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2914675.000000 Penalty: 3351.879639
	Iteration 14Q: 3 clusters Score -2914675 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2915089.750000 Penalty: 3351.879639
	Iteration 15Q: 3 clusters Score -2915090 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2915368.750000 Penalty: 3351.879639
	Iteration 16Q: 3 clusters Score -2915369 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2915557.000000 Penalty: 3351.879639
	Iteration 17Q: 3 clusters Score -2915557 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2915697.250000 Penalty: 3351.879639
	Iteration 18Q: 3 clusters Score -2915697 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2915825.750000 Penalty: 3351.879639
	Iteration 19Q: 3 clusters Score -2915826 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2915906.500000 Penalty: 3351.879639
	Iteration 20F: 3 clusters Score -2915906 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2915962.250000 Penalty: 3351.879639
	Iteration 21Q: 3 clusters Score -2915962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2915996.750000 Penalty: 3351.879639
	Iteration 22Q: 3 clusters Score -2915997 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2916024.500000 Penalty: 3351.879639
	Iteration 23Q: 3 clusters Score -2916024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2916056.250000 Penalty: 3351.879639
	Iteration 24Q: 3 clusters Score -2916056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2916084.000000 Penalty: 3351.879639
	Iteration 25Q: 3 clusters Score -2916084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2916095.500000 Penalty: 3351.879639
	Iteration 26Q: 3 clusters Score -2916096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2916104.500000 Penalty: 3351.879639
	Iteration 27Q: 3 clusters Score -2916104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2916115.000000 Penalty: 3351.879639
	Iteration 28Q: 3 clusters Score -2916115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2916120.500000 Penalty: 3351.879639
	Iteration 29Q: 3 clusters Score -2916120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2916130.500000 Penalty: 3351.879639
	Iteration 30Q: 3 clusters Score -2916130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2916134.000000 Penalty: 3351.879639
	Iteration 31Q: 3 clusters Score -2916134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2916135.250000 Penalty: 3351.879639
	Iteration 32Q: 3 clusters Score -2916135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2916137.250000 Penalty: 3351.879639
	Iteration 33Q: 3 clusters Score -2916137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2916139.250000 Penalty: 3351.879639
	Iteration 34Q: 3 clusters Score -2916139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2916140.750000 Penalty: 3351.879639
	Iteration 35Q: 3 clusters Score -2916141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2916148.000000 Penalty: 3351.879639
	Iteration 36Q: 3 clusters Score -2916148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2916149.750000 Penalty: 3351.879639
	Iteration 37Q: 3 clusters Score -2916150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2916149.500000 Penalty: 3351.879639
	Iteration 38Q: 3 clusters Score -2916150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2916151.500000 Penalty: 3351.879639
	Iteration 39Q: 3 clusters Score -2916152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2916161.000000 Penalty: 3351.879639
	Iteration 40F: 3 clusters Score -2916161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2916162.000000 Penalty: 3351.879639
	Iteration 41Q: 3 clusters Score -2916162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2916162.000000 Penalty: 3351.879639
	Iteration 42Q: 3 clusters Score -2916162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2916167.750000 Penalty: 3351.879639
	Iteration 43Q: 3 clusters Score -2916168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2916169.750000 Penalty: 3351.879639
	Iteration 44Q: 3 clusters Score -2916170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2916169.250000 Penalty: 3351.879639
	Iteration 45Q: 3 clusters Score -2916169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2916171.000000 Penalty: 3351.879639
	Iteration 46Q: 3 clusters Score -2916171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2916169.750000 Penalty: 3351.879639
	Iteration 47Q: 3 clusters Score -2916170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2916177.500000 Penalty: 3351.879639
	Iteration 48Q: 3 clusters Score -2916178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2916175.750000 Penalty: 3351.879639
	Iteration 49Q: 3 clusters Score -2916176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2916176.500000 Penalty: 3351.879639
	Iteration 50Q: 3 clusters Score -2916176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2916176.250000 Penalty: 3351.879639
	Iteration 51Q: 3 clusters Score -2916176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2916175.500000 Penalty: 3351.879639
	Iteration 52Q: 3 clusters Score -2916176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2916182.500000 Penalty: 3351.879639
	Iteration 53Q: 3 clusters Score -2916182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2916179.000000 Penalty: 3351.879639
	Iteration 54Q: 3 clusters Score -2916179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2916180.250000 Penalty: 3351.879639
	Iteration 55Q: 3 clusters Score -2916180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2916181.250000 Penalty: 3351.879639
	Iteration 56Q: 3 clusters Score -2916181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2916180.250000 Penalty: 3351.879639
	Iteration 57Q: 3 clusters Score -2916180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2916184.250000 Penalty: 3351.879639
	Iteration 58Q: 3 clusters Score -2916184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2916185.250000 Penalty: 3351.879639
	Iteration 59Q: 3 clusters Score -2916185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2916186.000000 Penalty: 3351.879639
	Iteration 60F: 3 clusters Score -2916186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Entering Unmasked Estep 
Score: -817210.187500 Penalty: 1474.012817
	Iteration 0F: 2 clusters Score -817210.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -810909.375000 Penalty: 2948.025635
	Iteration 0F: 3 clusters Score -810909.4 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -812961.187500 Penalty: 2948.025635
	Iteration 1F: 3 clusters Score -812961.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -813219.187500 Penalty: 2948.025635
	Iteration 2F: 3 clusters Score -813219.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -813453.812500 Penalty: 2948.025635
	Iteration 3F: 3 clusters Score -813453.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -813665.437500 Penalty: 2948.025635
	Iteration 4Q: 3 clusters Score -813665.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -813856.062500 Penalty: 2948.025635
	Iteration 5Q: 3 clusters Score -813856.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -814080.125000 Penalty: 2948.025635
	Iteration 6Q: 3 clusters Score -814080.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -814333.875000 Penalty: 2948.025635
	Iteration 7Q: 3 clusters Score -814333.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -814632.937500 Penalty: 2948.025635
	Iteration 8Q: 3 clusters Score -814632.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -814917.812500 Penalty: 2948.025635
	Iteration 9Q: 3 clusters Score -814917.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -815120.375000 Penalty: 2948.025635
	Iteration 10Q: 3 clusters Score -815120.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -815243.625000 Penalty: 2948.025635
	Iteration 11Q: 3 clusters Score -815243.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -815302.500000 Penalty: 2948.025635
	Iteration 12Q: 3 clusters Score -815302.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -815337.000000 Penalty: 2948.025635
	Iteration 13Q: 3 clusters Score -815337 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -815370.125000 Penalty: 2948.025635
	Iteration 14Q: 3 clusters Score -815370.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -815394.125000 Penalty: 2948.025635
	Iteration 15Q: 3 clusters Score -815394.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -815410.812500 Penalty: 2948.025635
	Iteration 16Q: 3 clusters Score -815410.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -815432.187500 Penalty: 2948.025635
	Iteration 17Q: 3 clusters Score -815432.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -815441.125000 Penalty: 2948.025635
	Iteration 18Q: 3 clusters Score -815441.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -815445.812500 Penalty: 2948.025635
	Iteration 19Q: 3 clusters Score -815445.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -815449.875000 Penalty: 2948.025635
	Iteration 20F: 3 clusters Score -815449.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -815458.625000 Penalty: 2948.025635
	Iteration 21Q: 3 clusters Score -815458.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -815465.937500 Penalty: 2948.025635
	Iteration 22Q: 3 clusters Score -815465.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -815473.187500 Penalty: 2948.025635
	Iteration 23Q: 3 clusters Score -815473.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -815478.812500 Penalty: 2948.025635
	Iteration 24Q: 3 clusters Score -815478.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -815480.000000 Penalty: 2948.025635
	Iteration 25Q: 3 clusters Score -815480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -815482.875000 Penalty: 2948.025635
	Iteration 26Q: 3 clusters Score -815482.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -815485.125000 Penalty: 2948.025635
	Iteration 27Q: 3 clusters Score -815485.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -815486.937500 Penalty: 2948.025635
	Iteration 28Q: 3 clusters Score -815486.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -815489.437500 Penalty: 2948.025635
	Iteration 29Q: 3 clusters Score -815489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -815487.875000 Penalty: 2948.025635
	Iteration 30Q: 3 clusters Score -815487.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -815487.312500 Penalty: 2948.025635
	Iteration 31Q: 3 clusters Score -815487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -815488.750000 Penalty: 2948.025635
	Iteration 32Q: 3 clusters Score -815488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -815488.750000 Penalty: 2948.025635
	Iteration 33Q: 3 clusters Score -815488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -815490.312500 Penalty: 2948.025635
	Iteration 34Q: 3 clusters Score -815490.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -815492.562500 Penalty: 2948.025635
	Iteration 35Q: 3 clusters Score -815492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -815494.187500 Penalty: 2948.025635
	Iteration 36Q: 3 clusters Score -815494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -815495.312500 Penalty: 2948.025635
	Iteration 37Q: 3 clusters Score -815495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -815495.437500 Penalty: 2948.025635
	Iteration 38Q: 3 clusters Score -815495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -815494.750000 Penalty: 2948.025635
	Iteration 39Q: 3 clusters Score -815494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -815494.750000 Penalty: 2948.025635
	Iteration 40F: 3 clusters Score -815494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -8589.003906 Penalty: 773.853271
	Iteration 0F: 2 clusters Score -8589.004 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 65 members 
Entering Unmasked Estep 
Score: -8006.666504 Penalty: 1547.706543
	Iteration 0F: 3 clusters Score -8006.667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8074.618164 Penalty: 1547.706543
	Iteration 1F: 3 clusters Score -8074.618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (91282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Entering Unmasked Estep 
Score: -8741595.000000 Penalty: 1856.027710
	Iteration 0F: 2 clusters Score -8741595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -8680446.000000 Penalty: 3712.055420
	Iteration 0F: 3 clusters Score -8680446 nChanged 43501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -8705794.000000 Penalty: 3712.055420
	Iteration 1F: 3 clusters Score -8705794 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -8706850.000000 Penalty: 3712.055420
	Iteration 2Q: 3 clusters Score -8706850 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -8708621.000000 Penalty: 3712.055420
	Iteration 3Q: 3 clusters Score -8708621 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -8711666.000000 Penalty: 3712.055420
	Iteration 4F: 3 clusters Score -8711666 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -8716422.000000 Penalty: 3712.055420
	Iteration 5F: 3 clusters Score -8716422 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -8721911.000000 Penalty: 3712.055420
	Iteration 6F: 3 clusters Score -8721911 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -8727481.000000 Penalty: 3712.055420
	Iteration 7F: 3 clusters Score -8727481 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -8733020.000000 Penalty: 3712.055420
	Iteration 8F: 3 clusters Score -8733020 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -8737779.000000 Penalty: 3712.055420
	Iteration 9Q: 3 clusters Score -8737779 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -8740430.000000 Penalty: 3712.055420
	Iteration 10Q: 3 clusters Score -8740430 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -8741787.000000 Penalty: 3712.055420
	Iteration 11Q: 3 clusters Score -8741787 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -8742647.000000 Penalty: 3712.055420
	Iteration 12Q: 3 clusters Score -8742647 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -8743252.000000 Penalty: 3712.055420
	Iteration 13Q: 3 clusters Score -8743252 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -8743624.000000 Penalty: 3712.055420
	Iteration 14Q: 3 clusters Score -8743624 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -8744035.000000 Penalty: 3712.055420
	Iteration 15Q: 3 clusters Score -8744035 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -8744294.000000 Penalty: 3712.055420
	Iteration 16Q: 3 clusters Score -8744294 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -8744592.000000 Penalty: 3712.055420
	Iteration 17Q: 3 clusters Score -8744592 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -8744803.000000 Penalty: 3712.055420
	Iteration 18Q: 3 clusters Score -8744803 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -8745048.000000 Penalty: 3712.055420
	Iteration 19Q: 3 clusters Score -8745048 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -8745202.000000 Penalty: 3712.055420
	Iteration 20F: 3 clusters Score -8745202 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -8745375.000000 Penalty: 3712.055420
	Iteration 21Q: 3 clusters Score -8745375 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -8745512.000000 Penalty: 3712.055420
	Iteration 22Q: 3 clusters Score -8745512 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -8745617.000000 Penalty: 3712.055420
	Iteration 23Q: 3 clusters Score -8745617 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -8745717.000000 Penalty: 3712.055420
	Iteration 24Q: 3 clusters Score -8745717 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -8745833.000000 Penalty: 3712.055420
	Iteration 25Q: 3 clusters Score -8745833 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -8745907.000000 Penalty: 3712.055420
	Iteration 26Q: 3 clusters Score -8745907 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -8745993.000000 Penalty: 3712.055420
	Iteration 27Q: 3 clusters Score -8745993 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -8746035.000000 Penalty: 3712.055420
	Iteration 28Q: 3 clusters Score -8746035 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -8746098.000000 Penalty: 3712.055420
	Iteration 29Q: 3 clusters Score -8746098 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -8746139.000000 Penalty: 3712.055420
	Iteration 30Q: 3 clusters Score -8746139 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -8746183.000000 Penalty: 3712.055420
	Iteration 31Q: 3 clusters Score -8746183 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -8746241.000000 Penalty: 3712.055420
	Iteration 32Q: 3 clusters Score -8746241 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -8746308.000000 Penalty: 3712.055420
	Iteration 33Q: 3 clusters Score -8746308 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -8746346.000000 Penalty: 3712.055420
	Iteration 34Q: 3 clusters Score -8746346 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -8746398.000000 Penalty: 3712.055420
	Iteration 35Q: 3 clusters Score -8746398 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -8746421.000000 Penalty: 3712.055420
	Iteration 36Q: 3 clusters Score -8746421 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -8746438.000000 Penalty: 3712.055420
	Iteration 37Q: 3 clusters Score -8746438 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -8746471.000000 Penalty: 3712.055420
	Iteration 38Q: 3 clusters Score -8746471 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -8746487.000000 Penalty: 3712.055420
	Iteration 39Q: 3 clusters Score -8746487 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -8746515.000000 Penalty: 3712.055420
	Iteration 40F: 3 clusters Score -8746515 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -8746520.000000 Penalty: 3712.055420
	Iteration 41Q: 3 clusters Score -8746520 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -8746524.000000 Penalty: 3712.055420
	Iteration 42Q: 3 clusters Score -8746524 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -8746514.000000 Penalty: 3712.055420
	Iteration 43Q: 3 clusters Score -8746514 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -8746547.000000 Penalty: 3712.055420
	Iteration 44Q: 3 clusters Score -8746547 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -8746570.000000 Penalty: 3712.055420
	Iteration 45Q: 3 clusters Score -8746570 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -8746569.000000 Penalty: 3712.055420
	Iteration 46Q: 3 clusters Score -8746569 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -8746560.000000 Penalty: 3712.055420
	Iteration 47Q: 3 clusters Score -8746560 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -8746570.000000 Penalty: 3712.055420
	Iteration 48Q: 3 clusters Score -8746570 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -8746563.000000 Penalty: 3712.055420
	Iteration 49Q: 3 clusters Score -8746563 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -8746581.000000 Penalty: 3712.055420
	Iteration 50Q: 3 clusters Score -8746581 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -8746577.000000 Penalty: 3712.055420
	Iteration 51Q: 3 clusters Score -8746577 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -8746580.000000 Penalty: 3712.055420
	Iteration 52Q: 3 clusters Score -8746580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -8746609.000000 Penalty: 3712.055420
	Iteration 53Q: 3 clusters Score -8746609 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -8746615.000000 Penalty: 3712.055420
	Iteration 54Q: 3 clusters Score -8746615 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -8746608.000000 Penalty: 3712.055420
	Iteration 55Q: 3 clusters Score -8746608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -8746611.000000 Penalty: 3712.055420
	Iteration 56Q: 3 clusters Score -8746611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -8746614.000000 Penalty: 3712.055420
	Iteration 57Q: 3 clusters Score -8746614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -8746604.000000 Penalty: 3712.055420
	Iteration 58Q: 3 clusters Score -8746604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -8746604.000000 Penalty: 3712.055420
	Iteration 59Q: 3 clusters Score -8746604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -8746616.000000 Penalty: 3712.055420
	Iteration 60F: 3 clusters Score -8746616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -8746628.000000 Penalty: 3712.055420
	Iteration 61Q: 3 clusters Score -8746628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -8746630.000000 Penalty: 3712.055420
	Iteration 62Q: 3 clusters Score -8746630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -8746620.000000 Penalty: 3712.055420
	Iteration 63Q: 3 clusters Score -8746620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -8746611.000000 Penalty: 3712.055420
	Iteration 64Q: 3 clusters Score -8746611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -8746606.000000 Penalty: 3712.055420
	Iteration 65Q: 3 clusters Score -8746606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -8746607.000000 Penalty: 3712.055420
	Iteration 66Q: 3 clusters Score -8746607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -8746611.000000 Penalty: 3712.055420
	Iteration 67Q: 3 clusters Score -8746611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -8746601.000000 Penalty: 3712.055420
	Iteration 68Q: 3 clusters Score -8746601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -8746601.000000 Penalty: 3712.055420
	Iteration 69Q: 3 clusters Score -8746601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -8746611.000000 Penalty: 3712.055420
	Iteration 70Q: 3 clusters Score -8746611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -8746612.000000 Penalty: 3712.055420
	Iteration 71Q: 3 clusters Score -8746612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -8746617.000000 Penalty: 3712.055420
	Iteration 72Q: 3 clusters Score -8746617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -8746620.000000 Penalty: 3712.055420
	Iteration 73Q: 3 clusters Score -8746620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -8746622.000000 Penalty: 3712.055420
	Iteration 74Q: 3 clusters Score -8746622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8746621.000000 Penalty: 3712.055420
	Iteration 75Q: 3 clusters Score -8746621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8746621.000000 Penalty: 3712.055420
	Iteration 76F: 3 clusters Score -8746621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20566 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21537 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24157 members 
Mstep: Class 10 contains 11176 members 
Mstep: Class 11 contains 19972 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30136 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 45217 members 
Mstep: Class 21 contains 96801 members 
Mstep: Class 22 contains 70753 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13809 members 
Mstep: Class 26 contains 46065 members 
Entering Unmasked Estep 
Score: -44824560.000000 Penalty: 55278.062500
Splitting cluster 20 changes total score from -44819564.000000 to -44824560.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (96801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Entering Unmasked Estep 
Score: -9327423.000000 Penalty: 1865.567017
	Iteration 0F: 2 clusters Score -9327423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -9262782.000000 Penalty: 3731.134033
	Iteration 0F: 3 clusters Score -9262782 nChanged 46138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -9289327.000000 Penalty: 3731.134033
	Iteration 1F: 3 clusters Score -9289327 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -9289985.000000 Penalty: 3731.134033
	Iteration 2Q: 3 clusters Score -9289985 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -9290756.000000 Penalty: 3731.134033
	Iteration 3Q: 3 clusters Score -9290756 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -9292068.000000 Penalty: 3731.134033
	Iteration 4Q: 3 clusters Score -9292068 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -9294129.000000 Penalty: 3731.134033
	Iteration 5Q: 3 clusters Score -9294129 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -9297729.000000 Penalty: 3731.134033
	Iteration 6F: 3 clusters Score -9297729 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -9303493.000000 Penalty: 3731.134033
	Iteration 7F: 3 clusters Score -9303493 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -9310743.000000 Penalty: 3731.134033
	Iteration 8F: 3 clusters Score -9310743 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -9317446.000000 Penalty: 3731.134033
	Iteration 9F: 3 clusters Score -9317446 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -9321958.000000 Penalty: 3731.134033
	Iteration 10Q: 3 clusters Score -9321958 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -9324214.000000 Penalty: 3731.134033
	Iteration 11Q: 3 clusters Score -9324214 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -9325348.000000 Penalty: 3731.134033
	Iteration 12Q: 3 clusters Score -9325348 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -9325986.000000 Penalty: 3731.134033
	Iteration 13Q: 3 clusters Score -9325986 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -9326334.000000 Penalty: 3731.134033
	Iteration 14Q: 3 clusters Score -9326334 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -9326535.000000 Penalty: 3731.134033
	Iteration 15Q: 3 clusters Score -9326535 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94277 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -9326639.000000 Penalty: 3731.134033
	Iteration 16Q: 3 clusters Score -9326639 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94405 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -9326676.000000 Penalty: 3731.134033
	Iteration 17Q: 3 clusters Score -9326676 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9326722.000000 Penalty: 3731.134033
	Iteration 18Q: 3 clusters Score -9326722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9326755.000000 Penalty: 3731.134033
	Iteration 19Q: 3 clusters Score -9326755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94639 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9326773.000000 Penalty: 3731.134033
	Iteration 20F: 3 clusters Score -9326773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9326805.000000 Penalty: 3731.134033
	Iteration 21Q: 3 clusters Score -9326805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -9326804.000000 Penalty: 3731.134033
	Iteration 22Q: 3 clusters Score -9326804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94770 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9326832.000000 Penalty: 3731.134033
	Iteration 23Q: 3 clusters Score -9326832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9326822.000000 Penalty: 3731.134033
	Iteration 24Q: 3 clusters Score -9326822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9326821.000000 Penalty: 3731.134033
	Iteration 25Q: 3 clusters Score -9326821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94805 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9326821.000000 Penalty: 3731.134033
	Iteration 26Q: 3 clusters Score -9326821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94807 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9326816.000000 Penalty: 3731.134033
	Iteration 27Q: 3 clusters Score -9326816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9326825.000000 Penalty: 3731.134033
	Iteration 28Q: 3 clusters Score -9326825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9326836.000000 Penalty: 3731.134033
	Iteration 29Q: 3 clusters Score -9326836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -9326833.000000 Penalty: 3731.134033
	Iteration 30Q: 3 clusters Score -9326833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94833 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -9326830.000000 Penalty: 3731.134033
	Iteration 31Q: 3 clusters Score -9326830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94838 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9326823.000000 Penalty: 3731.134033
	Iteration 32Q: 3 clusters Score -9326823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94845 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9326826.000000 Penalty: 3731.134033
	Iteration 33Q: 3 clusters Score -9326826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -9326832.000000 Penalty: 3731.134033
	Iteration 34Q: 3 clusters Score -9326832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9326829.000000 Penalty: 3731.134033
	Iteration 35Q: 3 clusters Score -9326829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9326829.000000 Penalty: 3731.134033
	Iteration 36F: 3 clusters Score -9326829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Entering Unmasked Estep 
Score: -6780566.500000 Penalty: 1814.629395
	Iteration 0F: 2 clusters Score -6780566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -6733348.000000 Penalty: 3629.258789
	Iteration 0F: 3 clusters Score -6733348 nChanged 33450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -6752195.500000 Penalty: 3629.258789
	Iteration 1F: 3 clusters Score -6752196 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -6752792.500000 Penalty: 3629.258789
	Iteration 2Q: 3 clusters Score -6752792 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -6753554.500000 Penalty: 3629.258789
	Iteration 3Q: 3 clusters Score -6753554 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -6754778.000000 Penalty: 3629.258789
	Iteration 4Q: 3 clusters Score -6754778 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -6756777.500000 Penalty: 3629.258789
	Iteration 5F: 3 clusters Score -6756778 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -6760149.000000 Penalty: 3629.258789
	Iteration 6F: 3 clusters Score -6760149 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -6765055.500000 Penalty: 3629.258789
	Iteration 7F: 3 clusters Score -6765056 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 58697 members 
Entering Unmasked Estep 
Score: -6770221.000000 Penalty: 3629.258789
	Iteration 8F: 3 clusters Score -6770221 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -6774316.500000 Penalty: 3629.258789
	Iteration 9F: 3 clusters Score -6774316 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -6777132.500000 Penalty: 3629.258789
	Iteration 10Q: 3 clusters Score -6777132 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -6778502.500000 Penalty: 3629.258789
	Iteration 11Q: 3 clusters Score -6778502 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 66204 members 
Entering Unmasked Estep 
Score: -6778989.500000 Penalty: 3629.258789
	Iteration 12Q: 3 clusters Score -6778990 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -6779232.000000 Penalty: 3629.258789
	Iteration 13Q: 3 clusters Score -6779232 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -6779378.000000 Penalty: 3629.258789
	Iteration 14Q: 3 clusters Score -6779378 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -6779434.000000 Penalty: 3629.258789
	Iteration 15Q: 3 clusters Score -6779434 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -6779484.500000 Penalty: 3629.258789
	Iteration 16Q: 3 clusters Score -6779484 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -6779523.000000 Penalty: 3629.258789
	Iteration 17Q: 3 clusters Score -6779523 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -6779559.000000 Penalty: 3629.258789
	Iteration 18Q: 3 clusters Score -6779559 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -6779598.500000 Penalty: 3629.258789
	Iteration 19Q: 3 clusters Score -6779598 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 67486 members 
Entering Unmasked Estep 
Score: -6779606.500000 Penalty: 3629.258789
	Iteration 20F: 3 clusters Score -6779606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -6779603.500000 Penalty: 3629.258789
	Iteration 21Q: 3 clusters Score -6779604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -6779608.500000 Penalty: 3629.258789
	Iteration 22Q: 3 clusters Score -6779608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -6779620.000000 Penalty: 3629.258789
	Iteration 23Q: 3 clusters Score -6779620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -6779609.500000 Penalty: 3629.258789
	Iteration 24Q: 3 clusters Score -6779610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -6779614.000000 Penalty: 3629.258789
	Iteration 25Q: 3 clusters Score -6779614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -6779616.000000 Penalty: 3629.258789
	Iteration 26Q: 3 clusters Score -6779616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -6779621.000000 Penalty: 3629.258789
	Iteration 27Q: 3 clusters Score -6779621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -6779617.000000 Penalty: 3629.258789
	Iteration 28Q: 3 clusters Score -6779617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -6779611.500000 Penalty: 3629.258789
	Iteration 29Q: 3 clusters Score -6779612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 67869 members 
Entering Unmasked Estep 
Score: -6779628.000000 Penalty: 3629.258789
	Iteration 30Q: 3 clusters Score -6779628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 67888 members 
Entering Unmasked Estep 
Score: -6779635.000000 Penalty: 3629.258789
	Iteration 31Q: 3 clusters Score -6779635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -6779641.500000 Penalty: 3629.258789
	Iteration 32Q: 3 clusters Score -6779642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -6779640.500000 Penalty: 3629.258789
	Iteration 33Q: 3 clusters Score -6779640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -6779636.000000 Penalty: 3629.258789
	Iteration 34Q: 3 clusters Score -6779636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -6779638.500000 Penalty: 3629.258789
	Iteration 35Q: 3 clusters Score -6779638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -6779645.500000 Penalty: 3629.258789
	Iteration 36Q: 3 clusters Score -6779646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -6779641.000000 Penalty: 3629.258789
	Iteration 37Q: 3 clusters Score -6779641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -6779649.000000 Penalty: 3629.258789
	Iteration 38Q: 3 clusters Score -6779649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -6779653.500000 Penalty: 3629.258789
	Iteration 39Q: 3 clusters Score -6779654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -6779650.500000 Penalty: 3629.258789
	Iteration 40F: 3 clusters Score -6779650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -6779646.000000 Penalty: 3629.258789
	Iteration 41Q: 3 clusters Score -6779646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 68030 members 
Entering Unmasked Estep 
Score: -6779650.000000 Penalty: 3629.258789
	Iteration 42Q: 3 clusters Score -6779650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -6779646.500000 Penalty: 3629.258789
	Iteration 43Q: 3 clusters Score -6779646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -6779647.000000 Penalty: 3629.258789
	Iteration 44Q: 3 clusters Score -6779647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -6779644.000000 Penalty: 3629.258789
	Iteration 45Q: 3 clusters Score -6779644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -6779647.000000 Penalty: 3629.258789
	Iteration 46Q: 3 clusters Score -6779647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -6779652.500000 Penalty: 3629.258789
	Iteration 47Q: 3 clusters Score -6779652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -6779654.500000 Penalty: 3629.258789
	Iteration 48Q: 3 clusters Score -6779654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -6779655.500000 Penalty: 3629.258789
	Iteration 49Q: 3 clusters Score -6779656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -6779651.500000 Penalty: 3629.258789
	Iteration 50Q: 3 clusters Score -6779652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -6779651.500000 Penalty: 3629.258789
	Iteration 51F: 3 clusters Score -6779652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Entering Unmasked Estep 
Score: -390726.343750 Penalty: 1350.242432
	Iteration 0F: 2 clusters Score -390726.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -387301.406250 Penalty: 2700.484863
	Iteration 0F: 3 clusters Score -387301.4 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -388167.656250 Penalty: 2700.484863
	Iteration 1F: 3 clusters Score -388167.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -388327.437500 Penalty: 2700.484863
	Iteration 2F: 3 clusters Score -388327.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -388424.937500 Penalty: 2700.484863
	Iteration 3Q: 3 clusters Score -388424.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -388487.312500 Penalty: 2700.484863
	Iteration 4Q: 3 clusters Score -388487.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -388530.812500 Penalty: 2700.484863
	Iteration 5Q: 3 clusters Score -388530.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -388568.656250 Penalty: 2700.484863
	Iteration 6Q: 3 clusters Score -388568.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -388605.406250 Penalty: 2700.484863
	Iteration 7Q: 3 clusters Score -388605.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -388636.781250 Penalty: 2700.484863
	Iteration 8Q: 3 clusters Score -388636.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -388660.843750 Penalty: 2700.484863
	Iteration 9Q: 3 clusters Score -388660.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -388684.062500 Penalty: 2700.484863
	Iteration 10Q: 3 clusters Score -388684.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -388712.375000 Penalty: 2700.484863
	Iteration 11Q: 3 clusters Score -388712.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -388741.468750 Penalty: 2700.484863
	Iteration 12Q: 3 clusters Score -388741.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -388781.343750 Penalty: 2700.484863
	Iteration 13Q: 3 clusters Score -388781.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -388819.468750 Penalty: 2700.484863
	Iteration 14Q: 3 clusters Score -388819.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -388860.750000 Penalty: 2700.484863
	Iteration 15Q: 3 clusters Score -388860.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -388904.500000 Penalty: 2700.484863
	Iteration 16Q: 3 clusters Score -388904.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -388945.093750 Penalty: 2700.484863
	Iteration 17Q: 3 clusters Score -388945.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -388985.906250 Penalty: 2700.484863
	Iteration 18Q: 3 clusters Score -388985.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -389030.781250 Penalty: 2700.484863
	Iteration 19Q: 3 clusters Score -389030.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -389073.500000 Penalty: 2700.484863
	Iteration 20F: 3 clusters Score -389073.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -389112.562500 Penalty: 2700.484863
	Iteration 21Q: 3 clusters Score -389112.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -389148.750000 Penalty: 2700.484863
	Iteration 22Q: 3 clusters Score -389148.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -389189.343750 Penalty: 2700.484863
	Iteration 23Q: 3 clusters Score -389189.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -389221.875000 Penalty: 2700.484863
	Iteration 24Q: 3 clusters Score -389221.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -389255.312500 Penalty: 2700.484863
	Iteration 25Q: 3 clusters Score -389255.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -389291.156250 Penalty: 2700.484863
	Iteration 26Q: 3 clusters Score -389291.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -389320.875000 Penalty: 2700.484863
	Iteration 27Q: 3 clusters Score -389320.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -389361.500000 Penalty: 2700.484863
	Iteration 28Q: 3 clusters Score -389361.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -389395.406250 Penalty: 2700.484863
	Iteration 29Q: 3 clusters Score -389395.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -389432.625000 Penalty: 2700.484863
	Iteration 30Q: 3 clusters Score -389432.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -389460.781250 Penalty: 2700.484863
	Iteration 31Q: 3 clusters Score -389460.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -389483.468750 Penalty: 2700.484863
	Iteration 32Q: 3 clusters Score -389483.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -389499.062500 Penalty: 2700.484863
	Iteration 33Q: 3 clusters Score -389499.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -389512.468750 Penalty: 2700.484863
	Iteration 34Q: 3 clusters Score -389512.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -389523.437500 Penalty: 2700.484863
	Iteration 35Q: 3 clusters Score -389523.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -389532.156250 Penalty: 2700.484863
	Iteration 36Q: 3 clusters Score -389532.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -389540.375000 Penalty: 2700.484863
	Iteration 37Q: 3 clusters Score -389540.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -389548.718750 Penalty: 2700.484863
	Iteration 38Q: 3 clusters Score -389548.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -389559.812500 Penalty: 2700.484863
	Iteration 39Q: 3 clusters Score -389559.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -389566.218750 Penalty: 2700.484863
	Iteration 40F: 3 clusters Score -389566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -389571.093750 Penalty: 2700.484863
	Iteration 41Q: 3 clusters Score -389571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -389572.375000 Penalty: 2700.484863
	Iteration 42Q: 3 clusters Score -389572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -389573.906250 Penalty: 2700.484863
	Iteration 43Q: 3 clusters Score -389573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -389575.750000 Penalty: 2700.484863
	Iteration 44Q: 3 clusters Score -389575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -389575.750000 Penalty: 2700.484863
	Iteration 45F: 3 clusters Score -389575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -585172.062500 Penalty: 1419.051880
	Iteration 0F: 2 clusters Score -585172.1 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 3078 members 
Entering Unmasked Estep 
Score: -580406.750000 Penalty: 2838.103760
	Iteration 0F: 3 clusters Score -580406.8 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -581813.875000 Penalty: 2838.103760
	Iteration 1F: 3 clusters Score -581813.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -582074.312500 Penalty: 2838.103760
	Iteration 2F: 3 clusters Score -582074.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -582321.437500 Penalty: 2838.103760
	Iteration 3F: 3 clusters Score -582321.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -582528.625000 Penalty: 2838.103760
	Iteration 4F: 3 clusters Score -582528.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -582728.312500 Penalty: 2838.103760
	Iteration 5Q: 3 clusters Score -582728.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -582898.312500 Penalty: 2838.103760
	Iteration 6Q: 3 clusters Score -582898.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -583074.750000 Penalty: 2838.103760
	Iteration 7Q: 3 clusters Score -583074.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -583211.937500 Penalty: 2838.103760
	Iteration 8Q: 3 clusters Score -583211.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -583345.937500 Penalty: 2838.103760
	Iteration 9Q: 3 clusters Score -583345.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -583449.187500 Penalty: 2838.103760
	Iteration 10Q: 3 clusters Score -583449.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -583537.812500 Penalty: 2838.103760
	Iteration 11Q: 3 clusters Score -583537.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -583619.500000 Penalty: 2838.103760
	Iteration 12Q: 3 clusters Score -583619.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -583687.375000 Penalty: 2838.103760
	Iteration 13Q: 3 clusters Score -583687.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -583748.062500 Penalty: 2838.103760
	Iteration 14Q: 3 clusters Score -583748.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -583796.687500 Penalty: 2838.103760
	Iteration 15Q: 3 clusters Score -583796.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -583844.000000 Penalty: 2838.103760
	Iteration 16Q: 3 clusters Score -583844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -583888.437500 Penalty: 2838.103760
	Iteration 17Q: 3 clusters Score -583888.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -583928.750000 Penalty: 2838.103760
	Iteration 18Q: 3 clusters Score -583928.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -583971.000000 Penalty: 2838.103760
	Iteration 19Q: 3 clusters Score -583971 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -584016.125000 Penalty: 2838.103760
	Iteration 20F: 3 clusters Score -584016.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -584062.062500 Penalty: 2838.103760
	Iteration 21Q: 3 clusters Score -584062.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -584100.875000 Penalty: 2838.103760
	Iteration 22Q: 3 clusters Score -584100.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -584117.625000 Penalty: 2838.103760
	Iteration 23Q: 3 clusters Score -584117.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -584122.937500 Penalty: 2838.103760
	Iteration 24Q: 3 clusters Score -584122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -584128.062500 Penalty: 2838.103760
	Iteration 25Q: 3 clusters Score -584128.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -584135.062500 Penalty: 2838.103760
	Iteration 26Q: 3 clusters Score -584135.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -584143.437500 Penalty: 2838.103760
	Iteration 27Q: 3 clusters Score -584143.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -584153.812500 Penalty: 2838.103760
	Iteration 28Q: 3 clusters Score -584153.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -584168.812500 Penalty: 2838.103760
	Iteration 29Q: 3 clusters Score -584168.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -584177.875000 Penalty: 2838.103760
	Iteration 30Q: 3 clusters Score -584177.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -584184.750000 Penalty: 2838.103760
	Iteration 31Q: 3 clusters Score -584184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -584184.687500 Penalty: 2838.103760
	Iteration 32Q: 3 clusters Score -584184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -584186.500000 Penalty: 2838.103760
	Iteration 33Q: 3 clusters Score -584186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -584186.500000 Penalty: 2838.103760
	Iteration 34F: 3 clusters Score -584186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Entering Unmasked Estep 
Score: -1332594.625000 Penalty: 1549.124878
	Iteration 0F: 2 clusters Score -1332595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1322978.375000 Penalty: 3098.249756
	Iteration 0F: 3 clusters Score -1322978 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1326200.125000 Penalty: 3098.249756
	Iteration 1F: 3 clusters Score -1326200 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1326474.375000 Penalty: 3098.249756
	Iteration 2F: 3 clusters Score -1326474 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1326717.375000 Penalty: 3098.249756
	Iteration 3Q: 3 clusters Score -1326717 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1326918.625000 Penalty: 3098.249756
	Iteration 4Q: 3 clusters Score -1326919 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1327121.750000 Penalty: 3098.249756
	Iteration 5Q: 3 clusters Score -1327122 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1327342.875000 Penalty: 3098.249756
	Iteration 6Q: 3 clusters Score -1327343 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1327599.750000 Penalty: 3098.249756
	Iteration 7Q: 3 clusters Score -1327600 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1327870.500000 Penalty: 3098.249756
	Iteration 8Q: 3 clusters Score -1327870 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1328184.000000 Penalty: 3098.249756
	Iteration 9Q: 3 clusters Score -1328184 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1328544.750000 Penalty: 3098.249756
	Iteration 10Q: 3 clusters Score -1328545 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1328969.500000 Penalty: 3098.249756
	Iteration 11Q: 3 clusters Score -1328970 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1329405.625000 Penalty: 3098.249756
	Iteration 12Q: 3 clusters Score -1329406 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1329762.250000 Penalty: 3098.249756
	Iteration 13Q: 3 clusters Score -1329762 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1330043.125000 Penalty: 3098.249756
	Iteration 14Q: 3 clusters Score -1330043 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1330245.250000 Penalty: 3098.249756
	Iteration 15Q: 3 clusters Score -1330245 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1330388.250000 Penalty: 3098.249756
	Iteration 16Q: 3 clusters Score -1330388 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1330509.875000 Penalty: 3098.249756
	Iteration 17Q: 3 clusters Score -1330510 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1330594.250000 Penalty: 3098.249756
	Iteration 18Q: 3 clusters Score -1330594 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1330681.375000 Penalty: 3098.249756
	Iteration 19Q: 3 clusters Score -1330681 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1330762.625000 Penalty: 3098.249756
	Iteration 20F: 3 clusters Score -1330763 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1330842.375000 Penalty: 3098.249756
	Iteration 21Q: 3 clusters Score -1330842 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1330902.875000 Penalty: 3098.249756
	Iteration 22Q: 3 clusters Score -1330903 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1330968.375000 Penalty: 3098.249756
	Iteration 23Q: 3 clusters Score -1330968 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1331010.375000 Penalty: 3098.249756
	Iteration 24Q: 3 clusters Score -1331010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1331043.375000 Penalty: 3098.249756
	Iteration 25Q: 3 clusters Score -1331043 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1331070.250000 Penalty: 3098.249756
	Iteration 26Q: 3 clusters Score -1331070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1331089.625000 Penalty: 3098.249756
	Iteration 27Q: 3 clusters Score -1331090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1331104.750000 Penalty: 3098.249756
	Iteration 28Q: 3 clusters Score -1331105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1331117.625000 Penalty: 3098.249756
	Iteration 29Q: 3 clusters Score -1331118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1331127.375000 Penalty: 3098.249756
	Iteration 30Q: 3 clusters Score -1331127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1331138.000000 Penalty: 3098.249756
	Iteration 31Q: 3 clusters Score -1331138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1331146.000000 Penalty: 3098.249756
	Iteration 32Q: 3 clusters Score -1331146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1331150.875000 Penalty: 3098.249756
	Iteration 33Q: 3 clusters Score -1331151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1331156.625000 Penalty: 3098.249756
	Iteration 34Q: 3 clusters Score -1331157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1331160.875000 Penalty: 3098.249756
	Iteration 35Q: 3 clusters Score -1331161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1331165.000000 Penalty: 3098.249756
	Iteration 36Q: 3 clusters Score -1331165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1331169.375000 Penalty: 3098.249756
	Iteration 37Q: 3 clusters Score -1331169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1331171.000000 Penalty: 3098.249756
	Iteration 38Q: 3 clusters Score -1331171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1331175.500000 Penalty: 3098.249756
	Iteration 39Q: 3 clusters Score -1331176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1331181.375000 Penalty: 3098.249756
	Iteration 40F: 3 clusters Score -1331181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1331183.375000 Penalty: 3098.249756
	Iteration 41Q: 3 clusters Score -1331183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1331189.875000 Penalty: 3098.249756
	Iteration 42Q: 3 clusters Score -1331190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1331189.625000 Penalty: 3098.249756
	Iteration 43Q: 3 clusters Score -1331190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1331189.500000 Penalty: 3098.249756
	Iteration 44Q: 3 clusters Score -1331190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1331191.750000 Penalty: 3098.249756
	Iteration 45Q: 3 clusters Score -1331192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1331191.875000 Penalty: 3098.249756
	Iteration 46Q: 3 clusters Score -1331192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1331197.625000 Penalty: 3098.249756
	Iteration 47Q: 3 clusters Score -1331198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1331198.250000 Penalty: 3098.249756
	Iteration 48Q: 3 clusters Score -1331198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1331200.125000 Penalty: 3098.249756
	Iteration 49Q: 3 clusters Score -1331200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1331203.625000 Penalty: 3098.249756
	Iteration 50Q: 3 clusters Score -1331204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1331205.000000 Penalty: 3098.249756
	Iteration 51Q: 3 clusters Score -1331205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1331204.125000 Penalty: 3098.249756
	Iteration 52Q: 3 clusters Score -1331204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1331205.625000 Penalty: 3098.249756
	Iteration 53Q: 3 clusters Score -1331206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1331205.625000 Penalty: 3098.249756
	Iteration 54F: 3 clusters Score -1331206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20566 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21537 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24157 members 
Mstep: Class 10 contains 11176 members 
Mstep: Class 11 contains 19972 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30136 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 45217 members 
Mstep: Class 21 contains 96801 members 
Mstep: Class 22 contains 70753 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 13809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827124.000000 Penalty: 55278.062500
Iteration 199Q: 27 clusters Score -4.482712e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 3 contains 20654 members 
Mstep: Class 4 contains 5514 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21906 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24225 members 
Mstep: Class 10 contains 11361 members 
Mstep: Class 11 contains 20256 members 
Mstep: Class 12 contains 11370 members 
Mstep: Class 13 contains 3129 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 8048 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30107 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 44952 members 
Mstep: Class 21 contains 96799 members 
Mstep: Class 22 contains 71275 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 6202 members 
Mstep: Class 25 contains 14123 members 
Mstep: Class 26 contains 44345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828556.000000 Penalty: 55278.062500
Iteration 200F: 27 clusters Score -4.482856e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 16045 members 
Mstep: Class 3 contains 20560 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21947 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24255 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 20455 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4653 members 
Mstep: Class 15 contains 7996 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 30094 members 
Mstep: Class 18 contains 8688 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 44594 members 
Mstep: Class 21 contains 96818 members 
Mstep: Class 22 contains 71470 members 
Mstep: Class 23 contains 4064 members 
Mstep: Class 24 contains 6203 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 44265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828860.000000 Penalty: 55278.062500
Iteration 201Q: 27 clusters Score -4.482886e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 16050 members 
Mstep: Class 3 contains 20508 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 21987 members 
Mstep: Class 7 contains 1640 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24279 members 
Mstep: Class 10 contains 11488 members 
Mstep: Class 11 contains 20618 members 
Mstep: Class 12 contains 11377 members 
Mstep: Class 13 contains 3126 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 30079 members 
Mstep: Class 18 contains 8675 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 44364 members 
Mstep: Class 21 contains 96840 members 
Mstep: Class 22 contains 71606 members 
Mstep: Class 23 contains 4064 members 
Mstep: Class 24 contains 6204 members 
Mstep: Class 25 contains 14172 members 
Mstep: Class 26 contains 44100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829188.000000 Penalty: 55278.062500
Iteration 202Q: 27 clusters Score -4.482919e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 16058 members 
Mstep: Class 3 contains 20478 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 22036 members 
Mstep: Class 7 contains 1639 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24301 members 
Mstep: Class 10 contains 11518 members 
Mstep: Class 11 contains 20711 members 
Mstep: Class 12 contains 11375 members 
Mstep: Class 13 contains 3127 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 7949 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30075 members 
Mstep: Class 18 contains 8666 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 44215 members 
Mstep: Class 21 contains 96848 members 
Mstep: Class 22 contains 71678 members 
Mstep: Class 23 contains 4064 members 
Mstep: Class 24 contains 6206 members 
Mstep: Class 25 contains 14206 members 
Mstep: Class 26 contains 43978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829360.000000 Penalty: 55278.062500
Iteration 203Q: 27 clusters Score -4.482936e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 16062 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 5677 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 22084 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24311 members 
Mstep: Class 10 contains 11557 members 
Mstep: Class 11 contains 20784 members 
Mstep: Class 12 contains 11380 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 7942 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30065 members 
Mstep: Class 18 contains 8655 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 44098 members 
Mstep: Class 21 contains 96860 members 
Mstep: Class 22 contains 71714 members 
Mstep: Class 23 contains 4065 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 14223 members 
Mstep: Class 26 contains 43887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829340.000000 Penalty: 55278.062500
Iteration 204Q: 27 clusters Score -4.482934e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 16064 members 
Mstep: Class 3 contains 20414 members 
Mstep: Class 4 contains 5697 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 22112 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 24317 members 
Mstep: Class 10 contains 11564 members 
Mstep: Class 11 contains 20850 members 
Mstep: Class 12 contains 11380 members 
Mstep: Class 13 contains 3125 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 7933 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30059 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 44010 members 
Mstep: Class 21 contains 96868 members 
Mstep: Class 22 contains 71762 members 
Mstep: Class 23 contains 4064 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 14242 members 
Mstep: Class 26 contains 43826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829308.000000 Penalty: 55278.062500
Iteration 205Q: 27 clusters Score -4.482931e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 16067 members 
Mstep: Class 3 contains 20402 members 
Mstep: Class 4 contains 5714 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22139 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 24324 members 
Mstep: Class 10 contains 11565 members 
Mstep: Class 11 contains 20915 members 
Mstep: Class 12 contains 11380 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 7921 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30052 members 
Mstep: Class 18 contains 8645 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43936 members 
Mstep: Class 21 contains 96876 members 
Mstep: Class 22 contains 71783 members 
Mstep: Class 23 contains 4065 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 14247 members 
Mstep: Class 26 contains 43788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829252.000000 Penalty: 55278.062500
Iteration 206Q: 27 clusters Score -4.482925e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 16070 members 
Mstep: Class 3 contains 20383 members 
Mstep: Class 4 contains 5727 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22154 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 24327 members 
Mstep: Class 10 contains 11561 members 
Mstep: Class 11 contains 20958 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4593 members 
Mstep: Class 15 contains 7912 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30051 members 
Mstep: Class 18 contains 8642 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43880 members 
Mstep: Class 21 contains 96880 members 
Mstep: Class 22 contains 71792 members 
Mstep: Class 23 contains 4066 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 14260 members 
Mstep: Class 26 contains 43775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829312.000000 Penalty: 55278.062500
Iteration 207Q: 27 clusters Score -4.482931e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 16074 members 
Mstep: Class 3 contains 20368 members 
Mstep: Class 4 contains 5739 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22160 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 24329 members 
Mstep: Class 10 contains 11558 members 
Mstep: Class 11 contains 20990 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4593 members 
Mstep: Class 15 contains 7907 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30047 members 
Mstep: Class 18 contains 8643 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43843 members 
Mstep: Class 21 contains 96884 members 
Mstep: Class 22 contains 71798 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 14262 members 
Mstep: Class 26 contains 43771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829328.000000 Penalty: 55278.062500
Iteration 208Q: 27 clusters Score -4.482933e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 16076 members 
Mstep: Class 3 contains 20362 members 
Mstep: Class 4 contains 5753 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22161 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24325 members 
Mstep: Class 10 contains 11561 members 
Mstep: Class 11 contains 21001 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4593 members 
Mstep: Class 15 contains 7902 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30042 members 
Mstep: Class 18 contains 8643 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43822 members 
Mstep: Class 21 contains 96889 members 
Mstep: Class 22 contains 71807 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 14264 members 
Mstep: Class 26 contains 43764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829260.000000 Penalty: 55278.062500
Iteration 209Q: 27 clusters Score -4.482926e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 16078 members 
Mstep: Class 3 contains 20351 members 
Mstep: Class 4 contains 5758 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22165 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24326 members 
Mstep: Class 10 contains 11563 members 
Mstep: Class 11 contains 21014 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 7903 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30037 members 
Mstep: Class 18 contains 8642 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43800 members 
Mstep: Class 21 contains 96894 members 
Mstep: Class 22 contains 71817 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 14265 members 
Mstep: Class 26 contains 43761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829292.000000 Penalty: 55278.062500
Iteration 210Q: 27 clusters Score -4.482929e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 16082 members 
Mstep: Class 3 contains 20344 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22168 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24330 members 
Mstep: Class 10 contains 11560 members 
Mstep: Class 11 contains 21022 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 7902 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30032 members 
Mstep: Class 18 contains 8640 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43784 members 
Mstep: Class 21 contains 96899 members 
Mstep: Class 22 contains 71824 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 14265 members 
Mstep: Class 26 contains 43757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829276.000000 Penalty: 55278.062500
Iteration 211Q: 27 clusters Score -4.482928e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 16085 members 
Mstep: Class 3 contains 20331 members 
Mstep: Class 4 contains 5773 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22172 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24331 members 
Mstep: Class 10 contains 11558 members 
Mstep: Class 11 contains 21032 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 7900 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30025 members 
Mstep: Class 18 contains 8639 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43769 members 
Mstep: Class 21 contains 96905 members 
Mstep: Class 22 contains 71833 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 14263 members 
Mstep: Class 26 contains 43759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829316.000000 Penalty: 55278.062500
Iteration 212Q: 27 clusters Score -4.482932e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 16089 members 
Mstep: Class 3 contains 20324 members 
Mstep: Class 4 contains 5783 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22169 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24333 members 
Mstep: Class 10 contains 11551 members 
Mstep: Class 11 contains 21045 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 7898 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30021 members 
Mstep: Class 18 contains 8639 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43755 members 
Mstep: Class 21 contains 96909 members 
Mstep: Class 22 contains 71836 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 14267 members 
Mstep: Class 26 contains 43755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829324.000000 Penalty: 55278.062500
Iteration 213Q: 27 clusters Score -4.482932e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 16090 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5793 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22167 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24332 members 
Mstep: Class 10 contains 11552 members 
Mstep: Class 11 contains 21058 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 7894 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30017 members 
Mstep: Class 18 contains 8639 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43742 members 
Mstep: Class 21 contains 96914 members 
Mstep: Class 22 contains 71840 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 14266 members 
Mstep: Class 26 contains 43749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829324.000000 Penalty: 55278.062500
Iteration 214Q: 27 clusters Score -4.482932e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 16090 members 
Mstep: Class 3 contains 20321 members 
Mstep: Class 4 contains 5799 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22168 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24333 members 
Mstep: Class 10 contains 11550 members 
Mstep: Class 11 contains 21071 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4588 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30014 members 
Mstep: Class 18 contains 8639 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43730 members 
Mstep: Class 21 contains 96917 members 
Mstep: Class 22 contains 71838 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 14263 members 
Mstep: Class 26 contains 43747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829268.000000 Penalty: 55278.062500
Iteration 215Q: 27 clusters Score -4.482927e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 16087 members 
Mstep: Class 3 contains 20323 members 
Mstep: Class 4 contains 5801 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22167 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24336 members 
Mstep: Class 10 contains 11552 members 
Mstep: Class 11 contains 21079 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 7891 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30011 members 
Mstep: Class 18 contains 8640 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43717 members 
Mstep: Class 21 contains 96920 members 
Mstep: Class 22 contains 71841 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6212 members 
Mstep: Class 25 contains 14261 members 
Mstep: Class 26 contains 43744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829328.000000 Penalty: 55278.062500
Iteration 216Q: 27 clusters Score -4.482933e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 16087 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 22169 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24337 members 
Mstep: Class 10 contains 11549 members 
Mstep: Class 11 contains 21088 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30009 members 
Mstep: Class 18 contains 8640 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43706 members 
Mstep: Class 21 contains 96921 members 
Mstep: Class 22 contains 71847 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6212 members 
Mstep: Class 25 contains 14260 members 
Mstep: Class 26 contains 43737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829268.000000 Penalty: 55278.062500
Iteration 217Q: 27 clusters Score -4.482927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 16087 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5810 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22170 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24339 members 
Mstep: Class 10 contains 11542 members 
Mstep: Class 11 contains 21094 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30006 members 
Mstep: Class 18 contains 8640 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43696 members 
Mstep: Class 21 contains 96925 members 
Mstep: Class 22 contains 71848 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6212 members 
Mstep: Class 25 contains 14262 members 
Mstep: Class 26 contains 43737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829264.000000 Penalty: 55278.062500
Iteration 218Q: 27 clusters Score -4.482926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 16087 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5812 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22172 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24339 members 
Mstep: Class 10 contains 11539 members 
Mstep: Class 11 contains 21099 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30006 members 
Mstep: Class 18 contains 8640 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43690 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71847 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6212 members 
Mstep: Class 25 contains 14261 members 
Mstep: Class 26 contains 43737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829280.000000 Penalty: 55278.062500
Iteration 219Q: 27 clusters Score -4.482928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20324 members 
Mstep: Class 4 contains 5813 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22172 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24337 members 
Mstep: Class 10 contains 11536 members 
Mstep: Class 11 contains 21101 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30006 members 
Mstep: Class 18 contains 8640 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43686 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71850 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6212 members 
Mstep: Class 25 contains 14262 members 
Mstep: Class 26 contains 43737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829264.000000 Penalty: 55278.062500
Iteration 220F: 27 clusters Score -4.482926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20324 members 
Mstep: Class 4 contains 5811 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22173 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24338 members 
Mstep: Class 10 contains 11535 members 
Mstep: Class 11 contains 21103 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30006 members 
Mstep: Class 18 contains 8640 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43684 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71852 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6212 members 
Mstep: Class 25 contains 14264 members 
Mstep: Class 26 contains 43734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829252.000000 Penalty: 55278.062500
Iteration 221Q: 27 clusters Score -4.482925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20323 members 
Mstep: Class 4 contains 5810 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22170 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24338 members 
Mstep: Class 10 contains 11536 members 
Mstep: Class 11 contains 21103 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 7891 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30006 members 
Mstep: Class 18 contains 8641 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43684 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71855 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6212 members 
Mstep: Class 25 contains 14265 members 
Mstep: Class 26 contains 43732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829300.000000 Penalty: 55278.062500
Iteration 222Q: 27 clusters Score -4.48293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20324 members 
Mstep: Class 4 contains 5811 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22166 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24338 members 
Mstep: Class 10 contains 11534 members 
Mstep: Class 11 contains 21106 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 7892 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30006 members 
Mstep: Class 18 contains 8642 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43679 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71858 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6212 members 
Mstep: Class 25 contains 14267 members 
Mstep: Class 26 contains 43731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829292.000000 Penalty: 55278.062500
Iteration 223Q: 27 clusters Score -4.482929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20321 members 
Mstep: Class 4 contains 5813 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22162 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24337 members 
Mstep: Class 10 contains 11533 members 
Mstep: Class 11 contains 21109 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 7892 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30006 members 
Mstep: Class 18 contains 8642 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43677 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71862 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6212 members 
Mstep: Class 25 contains 14269 members 
Mstep: Class 26 contains 43730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829280.000000 Penalty: 55278.062500
Iteration 224Q: 27 clusters Score -4.482928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20321 members 
Mstep: Class 4 contains 5815 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22160 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24336 members 
Mstep: Class 10 contains 11532 members 
Mstep: Class 11 contains 21110 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 7892 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30006 members 
Mstep: Class 18 contains 8641 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43677 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71863 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6212 members 
Mstep: Class 25 contains 14271 members 
Mstep: Class 26 contains 43729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829296.000000 Penalty: 55278.062500
Iteration 225Q: 27 clusters Score -4.48293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20321 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22159 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24337 members 
Mstep: Class 10 contains 11531 members 
Mstep: Class 11 contains 21112 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 7892 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30006 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43674 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71867 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6212 members 
Mstep: Class 25 contains 14273 members 
Mstep: Class 26 contains 43727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829296.000000 Penalty: 55278.062500
Iteration 226Q: 27 clusters Score -4.48293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20320 members 
Mstep: Class 4 contains 5819 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22158 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24337 members 
Mstep: Class 10 contains 11531 members 
Mstep: Class 11 contains 21113 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 7891 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30005 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43669 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71869 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6213 members 
Mstep: Class 25 contains 14274 members 
Mstep: Class 26 contains 43727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829308.000000 Penalty: 55278.062500
Iteration 227Q: 27 clusters Score -4.482931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20320 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22160 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24336 members 
Mstep: Class 10 contains 11529 members 
Mstep: Class 11 contains 21114 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30005 members 
Mstep: Class 18 contains 8636 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43667 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71868 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6216 members 
Mstep: Class 25 contains 14275 members 
Mstep: Class 26 contains 43727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829324.000000 Penalty: 55278.062500
Iteration 228Q: 27 clusters Score -4.482932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22159 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24335 members 
Mstep: Class 10 contains 11529 members 
Mstep: Class 11 contains 21115 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30005 members 
Mstep: Class 18 contains 8636 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43665 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71868 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6216 members 
Mstep: Class 25 contains 14276 members 
Mstep: Class 26 contains 43727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829332.000000 Penalty: 55278.062500
Iteration 229Q: 27 clusters Score -4.482933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22159 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24335 members 
Mstep: Class 10 contains 11529 members 
Mstep: Class 11 contains 21115 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30005 members 
Mstep: Class 18 contains 8636 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43663 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71869 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6216 members 
Mstep: Class 25 contains 14276 members 
Mstep: Class 26 contains 43728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829336.000000 Penalty: 55278.062500
Iteration 230Q: 27 clusters Score -4.482934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22159 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24335 members 
Mstep: Class 10 contains 11529 members 
Mstep: Class 11 contains 21115 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30005 members 
Mstep: Class 18 contains 8636 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43663 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71869 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6216 members 
Mstep: Class 25 contains 14276 members 
Mstep: Class 26 contains 43728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829336.000000 Penalty: 55278.062500
Iteration 231F: 27 clusters Score -4.482934e+07 nChanged 0
Entering ConstructFrom: 
Score: -44829336.000000 Penalty: 55278.062500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -443894.437500 Penalty: 1392.497559
	Iteration 0F: 2 clusters Score -443894.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -439758.562500 Penalty: 2784.995117
	Iteration 0F: 3 clusters Score -439758.6 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -441060.156250 Penalty: 2784.995117
	Iteration 1F: 3 clusters Score -441060.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -441343.687500 Penalty: 2784.995117
	Iteration 2F: 3 clusters Score -441343.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -441553.718750 Penalty: 2784.995117
	Iteration 3F: 3 clusters Score -441553.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -441759.593750 Penalty: 2784.995117
	Iteration 4F: 3 clusters Score -441759.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -441974.875000 Penalty: 2784.995117
	Iteration 5F: 3 clusters Score -441974.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -442185.375000 Penalty: 2784.995117
	Iteration 6Q: 3 clusters Score -442185.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -442389.750000 Penalty: 2784.995117
	Iteration 7Q: 3 clusters Score -442389.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -442548.625000 Penalty: 2784.995117
	Iteration 8Q: 3 clusters Score -442548.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -442676.500000 Penalty: 2784.995117
	Iteration 9Q: 3 clusters Score -442676.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -442791.406250 Penalty: 2784.995117
	Iteration 10Q: 3 clusters Score -442791.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -442882.656250 Penalty: 2784.995117
	Iteration 11Q: 3 clusters Score -442882.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -442960.218750 Penalty: 2784.995117
	Iteration 12Q: 3 clusters Score -442960.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -443035.406250 Penalty: 2784.995117
	Iteration 13Q: 3 clusters Score -443035.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -443105.375000 Penalty: 2784.995117
	Iteration 14Q: 3 clusters Score -443105.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -443159.906250 Penalty: 2784.995117
	Iteration 15Q: 3 clusters Score -443159.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -443195.093750 Penalty: 2784.995117
	Iteration 16Q: 3 clusters Score -443195.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -443220.625000 Penalty: 2784.995117
	Iteration 17Q: 3 clusters Score -443220.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -443246.062500 Penalty: 2784.995117
	Iteration 18Q: 3 clusters Score -443246.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -443262.000000 Penalty: 2784.995117
	Iteration 19Q: 3 clusters Score -443262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -443274.781250 Penalty: 2784.995117
	Iteration 20F: 3 clusters Score -443274.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -443287.250000 Penalty: 2784.995117
	Iteration 21Q: 3 clusters Score -443287.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -443298.000000 Penalty: 2784.995117
	Iteration 22Q: 3 clusters Score -443298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -443302.156250 Penalty: 2784.995117
	Iteration 23Q: 3 clusters Score -443302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -443303.593750 Penalty: 2784.995117
	Iteration 24Q: 3 clusters Score -443303.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -443306.593750 Penalty: 2784.995117
	Iteration 25Q: 3 clusters Score -443306.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -443312.937500 Penalty: 2784.995117
	Iteration 26Q: 3 clusters Score -443312.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -443324.062500 Penalty: 2784.995117
	Iteration 27Q: 3 clusters Score -443324.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -443337.812500 Penalty: 2784.995117
	Iteration 28Q: 3 clusters Score -443337.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -443345.125000 Penalty: 2784.995117
	Iteration 29Q: 3 clusters Score -443345.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -443351.968750 Penalty: 2784.995117
	Iteration 30Q: 3 clusters Score -443352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -443356.812500 Penalty: 2784.995117
	Iteration 31Q: 3 clusters Score -443356.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -443362.312500 Penalty: 2784.995117
	Iteration 32Q: 3 clusters Score -443362.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -443365.906250 Penalty: 2784.995117
	Iteration 33Q: 3 clusters Score -443365.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -443367.312500 Penalty: 2784.995117
	Iteration 34Q: 3 clusters Score -443367.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -443370.281250 Penalty: 2784.995117
	Iteration 35Q: 3 clusters Score -443370.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -443371.562500 Penalty: 2784.995117
	Iteration 36Q: 3 clusters Score -443371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -443372.062500 Penalty: 2784.995117
	Iteration 37Q: 3 clusters Score -443372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -443373.281250 Penalty: 2784.995117
	Iteration 38Q: 3 clusters Score -443373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -443374.312500 Penalty: 2784.995117
	Iteration 39Q: 3 clusters Score -443374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -443374.312500 Penalty: 2784.995117
	Iteration 40F: 3 clusters Score -443374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -443374.187500 Penalty: 2784.995117
	Iteration 41Q: 3 clusters Score -443374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -443374.500000 Penalty: 2784.995117
	Iteration 42Q: 3 clusters Score -443374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -443375.781250 Penalty: 2784.995117
	Iteration 43Q: 3 clusters Score -443375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -443376.625000 Penalty: 2784.995117
	Iteration 44Q: 3 clusters Score -443376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -443375.718750 Penalty: 2784.995117
	Iteration 45Q: 3 clusters Score -443375.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -443375.718750 Penalty: 2784.995117
	Iteration 46F: 3 clusters Score -443375.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Entering Unmasked Estep 
Score: -1508183.375000 Penalty: 1573.926880
	Iteration 0F: 2 clusters Score -1508183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1496986.750000 Penalty: 3147.853760
	Iteration 0F: 3 clusters Score -1496987 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1501115.375000 Penalty: 3147.853760
	Iteration 1F: 3 clusters Score -1501115 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1501529.875000 Penalty: 3147.853760
	Iteration 2F: 3 clusters Score -1501530 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1501966.500000 Penalty: 3147.853760
	Iteration 3F: 3 clusters Score -1501966 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1502511.125000 Penalty: 3147.853760
	Iteration 4F: 3 clusters Score -1502511 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1503236.750000 Penalty: 3147.853760
	Iteration 5F: 3 clusters Score -1503237 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1504062.250000 Penalty: 3147.853760
	Iteration 6F: 3 clusters Score -1504062 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1504886.000000 Penalty: 3147.853760
	Iteration 7F: 3 clusters Score -1504886 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1505628.375000 Penalty: 3147.853760
	Iteration 8F: 3 clusters Score -1505628 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1506145.250000 Penalty: 3147.853760
	Iteration 9Q: 3 clusters Score -1506145 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1506430.250000 Penalty: 3147.853760
	Iteration 10Q: 3 clusters Score -1506430 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1506585.750000 Penalty: 3147.853760
	Iteration 11Q: 3 clusters Score -1506586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1506683.125000 Penalty: 3147.853760
	Iteration 12Q: 3 clusters Score -1506683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1506753.125000 Penalty: 3147.853760
	Iteration 13Q: 3 clusters Score -1506753 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1506787.000000 Penalty: 3147.853760
	Iteration 14Q: 3 clusters Score -1506787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1506809.750000 Penalty: 3147.853760
	Iteration 15Q: 3 clusters Score -1506810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1506832.875000 Penalty: 3147.853760
	Iteration 16Q: 3 clusters Score -1506833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1506844.875000 Penalty: 3147.853760
	Iteration 17Q: 3 clusters Score -1506845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1506854.375000 Penalty: 3147.853760
	Iteration 18Q: 3 clusters Score -1506854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1506861.125000 Penalty: 3147.853760
	Iteration 19Q: 3 clusters Score -1506861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1506865.875000 Penalty: 3147.853760
	Iteration 20F: 3 clusters Score -1506866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1506869.750000 Penalty: 3147.853760
	Iteration 21Q: 3 clusters Score -1506870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1506876.625000 Penalty: 3147.853760
	Iteration 22Q: 3 clusters Score -1506877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1506880.250000 Penalty: 3147.853760
	Iteration 23Q: 3 clusters Score -1506880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1506881.625000 Penalty: 3147.853760
	Iteration 24Q: 3 clusters Score -1506882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1506881.625000 Penalty: 3147.853760
	Iteration 25F: 3 clusters Score -1506882 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: -1916216.375000 Penalty: 1611.912109
	Iteration 0F: 2 clusters Score -1916216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1902366.125000 Penalty: 3223.824219
	Iteration 0F: 3 clusters Score -1902366 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1907259.125000 Penalty: 3223.824219
	Iteration 1F: 3 clusters Score -1907259 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1907682.750000 Penalty: 3223.824219
	Iteration 2F: 3 clusters Score -1907683 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1908094.875000 Penalty: 3223.824219
	Iteration 3F: 3 clusters Score -1908095 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1908558.375000 Penalty: 3223.824219
	Iteration 4Q: 3 clusters Score -1908558 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1909097.125000 Penalty: 3223.824219
	Iteration 5F: 3 clusters Score -1909097 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1909693.875000 Penalty: 3223.824219
	Iteration 6F: 3 clusters Score -1909694 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1910374.750000 Penalty: 3223.824219
	Iteration 7F: 3 clusters Score -1910375 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1911083.000000 Penalty: 3223.824219
	Iteration 8F: 3 clusters Score -1911083 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1911689.750000 Penalty: 3223.824219
	Iteration 9F: 3 clusters Score -1911690 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1912135.125000 Penalty: 3223.824219
	Iteration 10Q: 3 clusters Score -1912135 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1912434.750000 Penalty: 3223.824219
	Iteration 11Q: 3 clusters Score -1912435 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1912632.625000 Penalty: 3223.824219
	Iteration 12Q: 3 clusters Score -1912633 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1912776.500000 Penalty: 3223.824219
	Iteration 13Q: 3 clusters Score -1912776 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1912928.875000 Penalty: 3223.824219
	Iteration 14Q: 3 clusters Score -1912929 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1913064.875000 Penalty: 3223.824219
	Iteration 15Q: 3 clusters Score -1913065 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1913182.750000 Penalty: 3223.824219
	Iteration 16Q: 3 clusters Score -1913183 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1913283.500000 Penalty: 3223.824219
	Iteration 17Q: 3 clusters Score -1913284 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1913369.625000 Penalty: 3223.824219
	Iteration 18Q: 3 clusters Score -1913370 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1913467.125000 Penalty: 3223.824219
	Iteration 19Q: 3 clusters Score -1913467 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1913560.750000 Penalty: 3223.824219
	Iteration 20F: 3 clusters Score -1913561 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1913655.750000 Penalty: 3223.824219
	Iteration 21Q: 3 clusters Score -1913656 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1913738.500000 Penalty: 3223.824219
	Iteration 22Q: 3 clusters Score -1913738 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1913813.750000 Penalty: 3223.824219
	Iteration 23Q: 3 clusters Score -1913814 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1913895.000000 Penalty: 3223.824219
	Iteration 24Q: 3 clusters Score -1913895 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1913977.125000 Penalty: 3223.824219
	Iteration 25Q: 3 clusters Score -1913977 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1914061.875000 Penalty: 3223.824219
	Iteration 26Q: 3 clusters Score -1914062 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1914138.625000 Penalty: 3223.824219
	Iteration 27Q: 3 clusters Score -1914139 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1914209.000000 Penalty: 3223.824219
	Iteration 28Q: 3 clusters Score -1914209 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1914274.750000 Penalty: 3223.824219
	Iteration 29Q: 3 clusters Score -1914275 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1914355.750000 Penalty: 3223.824219
	Iteration 30Q: 3 clusters Score -1914356 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -1914417.750000 Penalty: 3223.824219
	Iteration 31Q: 3 clusters Score -1914418 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1914480.250000 Penalty: 3223.824219
	Iteration 32Q: 3 clusters Score -1914480 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -1914549.125000 Penalty: 3223.824219
	Iteration 33Q: 3 clusters Score -1914549 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1914598.375000 Penalty: 3223.824219
	Iteration 34Q: 3 clusters Score -1914598 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1914630.000000 Penalty: 3223.824219
	Iteration 35Q: 3 clusters Score -1914630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1914660.250000 Penalty: 3223.824219
	Iteration 36Q: 3 clusters Score -1914660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1914681.625000 Penalty: 3223.824219
	Iteration 37Q: 3 clusters Score -1914682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1914705.875000 Penalty: 3223.824219
	Iteration 38Q: 3 clusters Score -1914706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1914732.625000 Penalty: 3223.824219
	Iteration 39Q: 3 clusters Score -1914733 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1914757.375000 Penalty: 3223.824219
	Iteration 40F: 3 clusters Score -1914757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1914771.250000 Penalty: 3223.824219
	Iteration 41Q: 3 clusters Score -1914771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -1914780.500000 Penalty: 3223.824219
	Iteration 42Q: 3 clusters Score -1914780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1914788.875000 Penalty: 3223.824219
	Iteration 43Q: 3 clusters Score -1914789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -1914790.000000 Penalty: 3223.824219
	Iteration 44Q: 3 clusters Score -1914790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1914795.500000 Penalty: 3223.824219
	Iteration 45Q: 3 clusters Score -1914796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -1914801.875000 Penalty: 3223.824219
	Iteration 46Q: 3 clusters Score -1914802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -1914802.750000 Penalty: 3223.824219
	Iteration 47Q: 3 clusters Score -1914803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1914807.000000 Penalty: 3223.824219
	Iteration 48Q: 3 clusters Score -1914807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -1914810.000000 Penalty: 3223.824219
	Iteration 49Q: 3 clusters Score -1914810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1914817.375000 Penalty: 3223.824219
	Iteration 50Q: 3 clusters Score -1914817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1914817.250000 Penalty: 3223.824219
	Iteration 51Q: 3 clusters Score -1914817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1914823.875000 Penalty: 3223.824219
	Iteration 52Q: 3 clusters Score -1914824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -1914830.750000 Penalty: 3223.824219
	Iteration 53Q: 3 clusters Score -1914831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -1914838.500000 Penalty: 3223.824219
	Iteration 54Q: 3 clusters Score -1914838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -1914844.875000 Penalty: 3223.824219
	Iteration 55Q: 3 clusters Score -1914845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1914846.625000 Penalty: 3223.824219
	Iteration 56Q: 3 clusters Score -1914847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -1914846.500000 Penalty: 3223.824219
	Iteration 57Q: 3 clusters Score -1914846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1914855.625000 Penalty: 3223.824219
	Iteration 58Q: 3 clusters Score -1914856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -1914857.375000 Penalty: 3223.824219
	Iteration 59Q: 3 clusters Score -1914857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -1914868.000000 Penalty: 3223.824219
	Iteration 60F: 3 clusters Score -1914868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -1914869.000000 Penalty: 3223.824219
	Iteration 61Q: 3 clusters Score -1914869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1914871.250000 Penalty: 3223.824219
	Iteration 62Q: 3 clusters Score -1914871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -1914873.250000 Penalty: 3223.824219
	Iteration 63Q: 3 clusters Score -1914873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -1914882.625000 Penalty: 3223.824219
	Iteration 64Q: 3 clusters Score -1914883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -1914885.125000 Penalty: 3223.824219
	Iteration 65Q: 3 clusters Score -1914885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -1914890.500000 Penalty: 3223.824219
	Iteration 66Q: 3 clusters Score -1914890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -1914895.250000 Penalty: 3223.824219
	Iteration 67Q: 3 clusters Score -1914895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -1914896.750000 Penalty: 3223.824219
	Iteration 68Q: 3 clusters Score -1914897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -1914902.500000 Penalty: 3223.824219
	Iteration 69Q: 3 clusters Score -1914902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -1914904.125000 Penalty: 3223.824219
	Iteration 70Q: 3 clusters Score -1914904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1914909.000000 Penalty: 3223.824219
	Iteration 71Q: 3 clusters Score -1914909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1914909.875000 Penalty: 3223.824219
	Iteration 72Q: 3 clusters Score -1914910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -1914917.250000 Penalty: 3223.824219
	Iteration 73Q: 3 clusters Score -1914917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1914918.125000 Penalty: 3223.824219
	Iteration 74Q: 3 clusters Score -1914918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1914919.875000 Penalty: 3223.824219
	Iteration 75Q: 3 clusters Score -1914920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -1914920.375000 Penalty: 3223.824219
	Iteration 76Q: 3 clusters Score -1914920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1914923.500000 Penalty: 3223.824219
	Iteration 77Q: 3 clusters Score -1914924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1914922.375000 Penalty: 3223.824219
	Iteration 78Q: 3 clusters Score -1914922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -1914925.375000 Penalty: 3223.824219
	Iteration 79Q: 3 clusters Score -1914925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1914925.875000 Penalty: 3223.824219
	Iteration 80F: 3 clusters Score -1914926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1914927.875000 Penalty: 3223.824219
	Iteration 81Q: 3 clusters Score -1914928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1914930.250000 Penalty: 3223.824219
	Iteration 82Q: 3 clusters Score -1914930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -1914928.500000 Penalty: 3223.824219
	Iteration 83Q: 3 clusters Score -1914928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -1914928.500000 Penalty: 3223.824219
	Iteration 84Q: 3 clusters Score -1914928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -1914930.625000 Penalty: 3223.824219
	Iteration 85Q: 3 clusters Score -1914931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1914931.500000 Penalty: 3223.824219
	Iteration 86Q: 3 clusters Score -1914932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1914930.500000 Penalty: 3223.824219
	Iteration 87Q: 3 clusters Score -1914930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -1914931.000000 Penalty: 3223.824219
	Iteration 88Q: 3 clusters Score -1914931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -1914931.000000 Penalty: 3223.824219
	Iteration 89F: 3 clusters Score -1914931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Entering Unmasked Estep 
Score: -566615.875000 Penalty: 1408.749512
	Iteration 0F: 2 clusters Score -566615.9 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 2952 members 
Entering Unmasked Estep 
Score: -562137.562500 Penalty: 2817.499023
	Iteration 0F: 3 clusters Score -562137.6 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -563436.250000 Penalty: 2817.499023
	Iteration 1F: 3 clusters Score -563436.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -563607.937500 Penalty: 2817.499023
	Iteration 2F: 3 clusters Score -563607.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -563739.250000 Penalty: 2817.499023
	Iteration 3Q: 3 clusters Score -563739.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -563860.625000 Penalty: 2817.499023
	Iteration 4Q: 3 clusters Score -563860.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -563951.125000 Penalty: 2817.499023
	Iteration 5Q: 3 clusters Score -563951.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -564049.187500 Penalty: 2817.499023
	Iteration 6Q: 3 clusters Score -564049.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -564141.375000 Penalty: 2817.499023
	Iteration 7Q: 3 clusters Score -564141.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -564232.062500 Penalty: 2817.499023
	Iteration 8Q: 3 clusters Score -564232.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -564339.937500 Penalty: 2817.499023
	Iteration 9Q: 3 clusters Score -564339.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -564463.312500 Penalty: 2817.499023
	Iteration 10Q: 3 clusters Score -564463.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -564597.687500 Penalty: 2817.499023
	Iteration 11Q: 3 clusters Score -564597.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -564752.437500 Penalty: 2817.499023
	Iteration 12Q: 3 clusters Score -564752.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -564902.187500 Penalty: 2817.499023
	Iteration 13Q: 3 clusters Score -564902.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -565060.187500 Penalty: 2817.499023
	Iteration 14Q: 3 clusters Score -565060.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -565203.437500 Penalty: 2817.499023
	Iteration 15Q: 3 clusters Score -565203.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -565284.062500 Penalty: 2817.499023
	Iteration 16Q: 3 clusters Score -565284.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -565331.562500 Penalty: 2817.499023
	Iteration 17Q: 3 clusters Score -565331.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -565354.812500 Penalty: 2817.499023
	Iteration 18Q: 3 clusters Score -565354.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -565369.937500 Penalty: 2817.499023
	Iteration 19Q: 3 clusters Score -565369.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -565392.125000 Penalty: 2817.499023
	Iteration 20F: 3 clusters Score -565392.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -565407.125000 Penalty: 2817.499023
	Iteration 21Q: 3 clusters Score -565407.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -565419.312500 Penalty: 2817.499023
	Iteration 22Q: 3 clusters Score -565419.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -565427.750000 Penalty: 2817.499023
	Iteration 23Q: 3 clusters Score -565427.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -565431.062500 Penalty: 2817.499023
	Iteration 24Q: 3 clusters Score -565431.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -565431.875000 Penalty: 2817.499023
	Iteration 25Q: 3 clusters Score -565431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -565432.750000 Penalty: 2817.499023
	Iteration 26Q: 3 clusters Score -565432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -565432.750000 Penalty: 2817.499023
	Iteration 27F: 3 clusters Score -565432.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -228549.421875 Penalty: 1265.449585
	Iteration 0F: 2 clusters Score -228549.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -226215.328125 Penalty: 2530.899170
	Iteration 0F: 3 clusters Score -226215.3 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -226767.312500 Penalty: 2530.899170
	Iteration 1F: 3 clusters Score -226767.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -226931.468750 Penalty: 2530.899170
	Iteration 2F: 3 clusters Score -226931.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -227039.687500 Penalty: 2530.899170
	Iteration 3F: 3 clusters Score -227039.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -227115.578125 Penalty: 2530.899170
	Iteration 4Q: 3 clusters Score -227115.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -227167.281250 Penalty: 2530.899170
	Iteration 5Q: 3 clusters Score -227167.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -227209.843750 Penalty: 2530.899170
	Iteration 6Q: 3 clusters Score -227209.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -227249.343750 Penalty: 2530.899170
	Iteration 7Q: 3 clusters Score -227249.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -227288.703125 Penalty: 2530.899170
	Iteration 8Q: 3 clusters Score -227288.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -227334.593750 Penalty: 2530.899170
	Iteration 9Q: 3 clusters Score -227334.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -227378.031250 Penalty: 2530.899170
	Iteration 10Q: 3 clusters Score -227378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -227411.437500 Penalty: 2530.899170
	Iteration 11Q: 3 clusters Score -227411.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -227444.328125 Penalty: 2530.899170
	Iteration 12Q: 3 clusters Score -227444.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -227481.359375 Penalty: 2530.899170
	Iteration 13Q: 3 clusters Score -227481.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -227511.515625 Penalty: 2530.899170
	Iteration 14Q: 3 clusters Score -227511.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -227534.296875 Penalty: 2530.899170
	Iteration 15Q: 3 clusters Score -227534.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -227555.156250 Penalty: 2530.899170
	Iteration 16Q: 3 clusters Score -227555.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -227568.500000 Penalty: 2530.899170
	Iteration 17Q: 3 clusters Score -227568.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -227578.171875 Penalty: 2530.899170
	Iteration 18Q: 3 clusters Score -227578.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -227587.390625 Penalty: 2530.899170
	Iteration 19Q: 3 clusters Score -227587.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -227596.718750 Penalty: 2530.899170
	Iteration 20F: 3 clusters Score -227596.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -227606.609375 Penalty: 2530.899170
	Iteration 21Q: 3 clusters Score -227606.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -227613.531250 Penalty: 2530.899170
	Iteration 22Q: 3 clusters Score -227613.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -227622.281250 Penalty: 2530.899170
	Iteration 23Q: 3 clusters Score -227622.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -227629.921875 Penalty: 2530.899170
	Iteration 24Q: 3 clusters Score -227629.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -227634.953125 Penalty: 2530.899170
	Iteration 25Q: 3 clusters Score -227635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -227645.593750 Penalty: 2530.899170
	Iteration 26Q: 3 clusters Score -227645.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -227652.921875 Penalty: 2530.899170
	Iteration 27Q: 3 clusters Score -227652.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -227655.218750 Penalty: 2530.899170
	Iteration 28Q: 3 clusters Score -227655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -227655.796875 Penalty: 2530.899170
	Iteration 29Q: 3 clusters Score -227655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -227656.843750 Penalty: 2530.899170
	Iteration 30Q: 3 clusters Score -227656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -227657.250000 Penalty: 2530.899170
	Iteration 31Q: 3 clusters Score -227657.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -227657.250000 Penalty: 2530.899170
	Iteration 32F: 3 clusters Score -227657.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Entering Unmasked Estep 
Score: -2143563.250000 Penalty: 1625.974731
	Iteration 0F: 2 clusters Score -2143563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2128601.500000 Penalty: 3251.949463
	Iteration 0F: 3 clusters Score -2128602 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2134215.000000 Penalty: 3251.949463
	Iteration 1F: 3 clusters Score -2134215 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2134545.250000 Penalty: 3251.949463
	Iteration 2Q: 3 clusters Score -2134545 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2134849.000000 Penalty: 3251.949463
	Iteration 3Q: 3 clusters Score -2134849 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2135159.000000 Penalty: 3251.949463
	Iteration 4Q: 3 clusters Score -2135159 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2135456.500000 Penalty: 3251.949463
	Iteration 5Q: 3 clusters Score -2135456 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2135743.000000 Penalty: 3251.949463
	Iteration 6Q: 3 clusters Score -2135743 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2136054.250000 Penalty: 3251.949463
	Iteration 7Q: 3 clusters Score -2136054 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2136435.500000 Penalty: 3251.949463
	Iteration 8Q: 3 clusters Score -2136436 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2136915.750000 Penalty: 3251.949463
	Iteration 9Q: 3 clusters Score -2136916 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2137488.000000 Penalty: 3251.949463
	Iteration 10Q: 3 clusters Score -2137488 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2138103.000000 Penalty: 3251.949463
	Iteration 11Q: 3 clusters Score -2138103 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2138744.250000 Penalty: 3251.949463
	Iteration 12Q: 3 clusters Score -2138744 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2139269.500000 Penalty: 3251.949463
	Iteration 13Q: 3 clusters Score -2139270 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2139622.500000 Penalty: 3251.949463
	Iteration 14Q: 3 clusters Score -2139622 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2139872.750000 Penalty: 3251.949463
	Iteration 15Q: 3 clusters Score -2139873 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2140046.250000 Penalty: 3251.949463
	Iteration 16Q: 3 clusters Score -2140046 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2140190.750000 Penalty: 3251.949463
	Iteration 17Q: 3 clusters Score -2140191 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2140336.500000 Penalty: 3251.949463
	Iteration 18Q: 3 clusters Score -2140336 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2140437.750000 Penalty: 3251.949463
	Iteration 19Q: 3 clusters Score -2140438 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2140540.500000 Penalty: 3251.949463
	Iteration 20F: 3 clusters Score -2140540 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2140641.750000 Penalty: 3251.949463
	Iteration 21Q: 3 clusters Score -2140642 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2140734.500000 Penalty: 3251.949463
	Iteration 22Q: 3 clusters Score -2140734 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2140844.250000 Penalty: 3251.949463
	Iteration 23Q: 3 clusters Score -2140844 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2140936.750000 Penalty: 3251.949463
	Iteration 24Q: 3 clusters Score -2140937 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2141010.000000 Penalty: 3251.949463
	Iteration 25Q: 3 clusters Score -2141010 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2141113.500000 Penalty: 3251.949463
	Iteration 26Q: 3 clusters Score -2141114 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2141196.000000 Penalty: 3251.949463
	Iteration 27Q: 3 clusters Score -2141196 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2141272.750000 Penalty: 3251.949463
	Iteration 28Q: 3 clusters Score -2141273 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2141355.000000 Penalty: 3251.949463
	Iteration 29Q: 3 clusters Score -2141355 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2141454.000000 Penalty: 3251.949463
	Iteration 30Q: 3 clusters Score -2141454 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2141531.000000 Penalty: 3251.949463
	Iteration 31Q: 3 clusters Score -2141531 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2141615.500000 Penalty: 3251.949463
	Iteration 32Q: 3 clusters Score -2141616 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2141702.500000 Penalty: 3251.949463
	Iteration 33Q: 3 clusters Score -2141702 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2141764.000000 Penalty: 3251.949463
	Iteration 34Q: 3 clusters Score -2141764 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2141823.250000 Penalty: 3251.949463
	Iteration 35Q: 3 clusters Score -2141823 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2141880.750000 Penalty: 3251.949463
	Iteration 36Q: 3 clusters Score -2141881 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2141936.750000 Penalty: 3251.949463
	Iteration 37Q: 3 clusters Score -2141937 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2141981.000000 Penalty: 3251.949463
	Iteration 38Q: 3 clusters Score -2141981 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2142010.250000 Penalty: 3251.949463
	Iteration 39Q: 3 clusters Score -2142010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2142030.000000 Penalty: 3251.949463
	Iteration 40F: 3 clusters Score -2142030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2142050.250000 Penalty: 3251.949463
	Iteration 41Q: 3 clusters Score -2142050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2142080.000000 Penalty: 3251.949463
	Iteration 42Q: 3 clusters Score -2142080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2142098.250000 Penalty: 3251.949463
	Iteration 43Q: 3 clusters Score -2142098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2142110.250000 Penalty: 3251.949463
	Iteration 44Q: 3 clusters Score -2142110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2142121.250000 Penalty: 3251.949463
	Iteration 45Q: 3 clusters Score -2142121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2142127.250000 Penalty: 3251.949463
	Iteration 46Q: 3 clusters Score -2142127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2142131.500000 Penalty: 3251.949463
	Iteration 47Q: 3 clusters Score -2142132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2142143.500000 Penalty: 3251.949463
	Iteration 48Q: 3 clusters Score -2142144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2142147.750000 Penalty: 3251.949463
	Iteration 49Q: 3 clusters Score -2142148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2142150.500000 Penalty: 3251.949463
	Iteration 50Q: 3 clusters Score -2142150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2142156.000000 Penalty: 3251.949463
	Iteration 51Q: 3 clusters Score -2142156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2142157.250000 Penalty: 3251.949463
	Iteration 52Q: 3 clusters Score -2142157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2142159.000000 Penalty: 3251.949463
	Iteration 53Q: 3 clusters Score -2142159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2142164.250000 Penalty: 3251.949463
	Iteration 54Q: 3 clusters Score -2142164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2142169.750000 Penalty: 3251.949463
	Iteration 55Q: 3 clusters Score -2142170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2142171.500000 Penalty: 3251.949463
	Iteration 56Q: 3 clusters Score -2142172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2142170.000000 Penalty: 3251.949463
	Iteration 57Q: 3 clusters Score -2142170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2142177.000000 Penalty: 3251.949463
	Iteration 58Q: 3 clusters Score -2142177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2142177.500000 Penalty: 3251.949463
	Iteration 59Q: 3 clusters Score -2142178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2142178.500000 Penalty: 3251.949463
	Iteration 60F: 3 clusters Score -2142178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2142180.000000 Penalty: 3251.949463
	Iteration 61Q: 3 clusters Score -2142180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2142179.750000 Penalty: 3251.949463
	Iteration 62Q: 3 clusters Score -2142180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2142184.250000 Penalty: 3251.949463
	Iteration 63Q: 3 clusters Score -2142184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2142185.250000 Penalty: 3251.949463
	Iteration 64Q: 3 clusters Score -2142185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2142192.250000 Penalty: 3251.949463
	Iteration 65Q: 3 clusters Score -2142192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2142195.500000 Penalty: 3251.949463
	Iteration 66Q: 3 clusters Score -2142196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2142197.250000 Penalty: 3251.949463
	Iteration 67Q: 3 clusters Score -2142197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2142196.750000 Penalty: 3251.949463
	Iteration 68Q: 3 clusters Score -2142197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2142199.500000 Penalty: 3251.949463
	Iteration 69Q: 3 clusters Score -2142200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2142202.500000 Penalty: 3251.949463
	Iteration 70Q: 3 clusters Score -2142202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2142204.000000 Penalty: 3251.949463
	Iteration 71Q: 3 clusters Score -2142204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2142205.250000 Penalty: 3251.949463
	Iteration 72Q: 3 clusters Score -2142205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2142205.500000 Penalty: 3251.949463
	Iteration 73Q: 3 clusters Score -2142206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2142205.000000 Penalty: 3251.949463
	Iteration 74Q: 3 clusters Score -2142205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2142205.250000 Penalty: 3251.949463
	Iteration 75Q: 3 clusters Score -2142205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2142205.000000 Penalty: 3251.949463
	Iteration 76Q: 3 clusters Score -2142205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2142206.000000 Penalty: 3251.949463
	Iteration 77Q: 3 clusters Score -2142206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2142207.000000 Penalty: 3251.949463
	Iteration 78Q: 3 clusters Score -2142207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2142207.000000 Penalty: 3251.949463
	Iteration 79F: 3 clusters Score -2142207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Entering Unmasked Estep 
Score: -147194.359375 Penalty: 1202.302734
	Iteration 0F: 2 clusters Score -147194.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -145315.468750 Penalty: 2404.605469
	Iteration 0F: 3 clusters Score -145315.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -145686.140625 Penalty: 2404.605469
	Iteration 1F: 3 clusters Score -145686.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -145777.000000 Penalty: 2404.605469
	Iteration 2F: 3 clusters Score -145777 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -145823.140625 Penalty: 2404.605469
	Iteration 3Q: 3 clusters Score -145823.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -145858.593750 Penalty: 2404.605469
	Iteration 4Q: 3 clusters Score -145858.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -145889.062500 Penalty: 2404.605469
	Iteration 5Q: 3 clusters Score -145889.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -145913.031250 Penalty: 2404.605469
	Iteration 6Q: 3 clusters Score -145913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -145928.203125 Penalty: 2404.605469
	Iteration 7Q: 3 clusters Score -145928.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -145946.265625 Penalty: 2404.605469
	Iteration 8Q: 3 clusters Score -145946.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -145967.000000 Penalty: 2404.605469
	Iteration 9Q: 3 clusters Score -145967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -145989.515625 Penalty: 2404.605469
	Iteration 10Q: 3 clusters Score -145989.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -146017.140625 Penalty: 2404.605469
	Iteration 11Q: 3 clusters Score -146017.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -146059.062500 Penalty: 2404.605469
	Iteration 12Q: 3 clusters Score -146059.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -146122.421875 Penalty: 2404.605469
	Iteration 13Q: 3 clusters Score -146122.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -146222.250000 Penalty: 2404.605469
	Iteration 14Q: 3 clusters Score -146222.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -146336.265625 Penalty: 2404.605469
	Iteration 15Q: 3 clusters Score -146336.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -146426.765625 Penalty: 2404.605469
	Iteration 16Q: 3 clusters Score -146426.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -146521.000000 Penalty: 2404.605469
	Iteration 17Q: 3 clusters Score -146521 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -146603.062500 Penalty: 2404.605469
	Iteration 18Q: 3 clusters Score -146603.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -146659.312500 Penalty: 2404.605469
	Iteration 19Q: 3 clusters Score -146659.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -146709.968750 Penalty: 2404.605469
	Iteration 20F: 3 clusters Score -146710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -146729.765625 Penalty: 2404.605469
	Iteration 21Q: 3 clusters Score -146729.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -146735.796875 Penalty: 2404.605469
	Iteration 22Q: 3 clusters Score -146735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146736.609375 Penalty: 2404.605469
	Iteration 23Q: 3 clusters Score -146736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -146737.609375 Penalty: 2404.605469
	Iteration 24Q: 3 clusters Score -146737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -146738.546875 Penalty: 2404.605469
	Iteration 25Q: 3 clusters Score -146738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -146739.000000 Penalty: 2404.605469
	Iteration 26Q: 3 clusters Score -146739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -146739.000000 Penalty: 2404.605469
	Iteration 27F: 3 clusters Score -146739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -106065.789062 Penalty: 1147.884399
	Iteration 0F: 2 clusters Score -106065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104495.343750 Penalty: 2295.768799
	Iteration 0F: 3 clusters Score -104495.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104781.218750 Penalty: 2295.768799
	Iteration 1F: 3 clusters Score -104781.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -104844.210938 Penalty: 2295.768799
	Iteration 2F: 3 clusters Score -104844.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -104872.835938 Penalty: 2295.768799
	Iteration 3Q: 3 clusters Score -104872.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -104892.468750 Penalty: 2295.768799
	Iteration 4Q: 3 clusters Score -104892.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -104901.164062 Penalty: 2295.768799
	Iteration 5Q: 3 clusters Score -104901.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104906.734375 Penalty: 2295.768799
	Iteration 6Q: 3 clusters Score -104906.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104912.359375 Penalty: 2295.768799
	Iteration 7Q: 3 clusters Score -104912.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104916.554688 Penalty: 2295.768799
	Iteration 8Q: 3 clusters Score -104916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104922.062500 Penalty: 2295.768799
	Iteration 9Q: 3 clusters Score -104922.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -104929.085938 Penalty: 2295.768799
	Iteration 10Q: 3 clusters Score -104929.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -104933.406250 Penalty: 2295.768799
	Iteration 11Q: 3 clusters Score -104933.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -104940.445312 Penalty: 2295.768799
	Iteration 12Q: 3 clusters Score -104940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -104943.617188 Penalty: 2295.768799
	Iteration 13Q: 3 clusters Score -104943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -104947.054688 Penalty: 2295.768799
	Iteration 14Q: 3 clusters Score -104947.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -104950.882812 Penalty: 2295.768799
	Iteration 15Q: 3 clusters Score -104950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -104953.570312 Penalty: 2295.768799
	Iteration 16Q: 3 clusters Score -104953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -104956.648438 Penalty: 2295.768799
	Iteration 17Q: 3 clusters Score -104956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104958.015625 Penalty: 2295.768799
	Iteration 18Q: 3 clusters Score -104958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104960.265625 Penalty: 2295.768799
	Iteration 19Q: 3 clusters Score -104960.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104963.078125 Penalty: 2295.768799
	Iteration 20F: 3 clusters Score -104963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104968.281250 Penalty: 2295.768799
	Iteration 21Q: 3 clusters Score -104968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -104974.023438 Penalty: 2295.768799
	Iteration 22Q: 3 clusters Score -104974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -104974.023438 Penalty: 2295.768799
	Iteration 23F: 3 clusters Score -104974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Entering Unmasked Estep 
Score: -2364142.250000 Penalty: 1641.196655
	Iteration 0F: 2 clusters Score -2364142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2347709.250000 Penalty: 3282.393311
	Iteration 0F: 3 clusters Score -2347709 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2353966.500000 Penalty: 3282.393311
	Iteration 1F: 3 clusters Score -2353966 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2354422.000000 Penalty: 3282.393311
	Iteration 2Q: 3 clusters Score -2354422 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2354949.000000 Penalty: 3282.393311
	Iteration 3Q: 3 clusters Score -2354949 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2355622.000000 Penalty: 3282.393311
	Iteration 4F: 3 clusters Score -2355622 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2356467.500000 Penalty: 3282.393311
	Iteration 5F: 3 clusters Score -2356468 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2357459.250000 Penalty: 3282.393311
	Iteration 6F: 3 clusters Score -2357459 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2358552.000000 Penalty: 3282.393311
	Iteration 7F: 3 clusters Score -2358552 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2359614.250000 Penalty: 3282.393311
	Iteration 8F: 3 clusters Score -2359614 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2360493.500000 Penalty: 3282.393311
	Iteration 9F: 3 clusters Score -2360494 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2361250.250000 Penalty: 3282.393311
	Iteration 10Q: 3 clusters Score -2361250 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2361801.250000 Penalty: 3282.393311
	Iteration 11Q: 3 clusters Score -2361801 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2362170.750000 Penalty: 3282.393311
	Iteration 12Q: 3 clusters Score -2362171 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2362396.250000 Penalty: 3282.393311
	Iteration 13Q: 3 clusters Score -2362396 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2362525.750000 Penalty: 3282.393311
	Iteration 14Q: 3 clusters Score -2362526 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2362607.750000 Penalty: 3282.393311
	Iteration 15Q: 3 clusters Score -2362608 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2362663.500000 Penalty: 3282.393311
	Iteration 16Q: 3 clusters Score -2362664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2362699.250000 Penalty: 3282.393311
	Iteration 17Q: 3 clusters Score -2362699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2362725.500000 Penalty: 3282.393311
	Iteration 18Q: 3 clusters Score -2362726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2362748.750000 Penalty: 3282.393311
	Iteration 19Q: 3 clusters Score -2362749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2362761.000000 Penalty: 3282.393311
	Iteration 20F: 3 clusters Score -2362761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2362772.250000 Penalty: 3282.393311
	Iteration 21Q: 3 clusters Score -2362772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2362773.750000 Penalty: 3282.393311
	Iteration 22Q: 3 clusters Score -2362774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2362776.500000 Penalty: 3282.393311
	Iteration 23Q: 3 clusters Score -2362776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2362785.750000 Penalty: 3282.393311
	Iteration 24Q: 3 clusters Score -2362786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2362788.500000 Penalty: 3282.393311
	Iteration 25Q: 3 clusters Score -2362788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2362794.500000 Penalty: 3282.393311
	Iteration 26Q: 3 clusters Score -2362794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2362798.000000 Penalty: 3282.393311
	Iteration 27Q: 3 clusters Score -2362798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2362803.500000 Penalty: 3282.393311
	Iteration 28Q: 3 clusters Score -2362804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2362809.000000 Penalty: 3282.393311
	Iteration 29Q: 3 clusters Score -2362809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2362815.000000 Penalty: 3282.393311
	Iteration 30Q: 3 clusters Score -2362815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2362815.250000 Penalty: 3282.393311
	Iteration 31Q: 3 clusters Score -2362815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2362816.000000 Penalty: 3282.393311
	Iteration 32Q: 3 clusters Score -2362816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2362815.500000 Penalty: 3282.393311
	Iteration 33Q: 3 clusters Score -2362816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2362815.500000 Penalty: 3282.393311
	Iteration 34F: 3 clusters Score -2362816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Entering Unmasked Estep 
Score: -1113869.375000 Penalty: 1519.800903
	Iteration 0F: 2 clusters Score -1113869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1105803.125000 Penalty: 3039.601807
	Iteration 0F: 3 clusters Score -1105803 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1108355.375000 Penalty: 3039.601807
	Iteration 1F: 3 clusters Score -1108355 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1108601.625000 Penalty: 3039.601807
	Iteration 2F: 3 clusters Score -1108602 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1108772.250000 Penalty: 3039.601807
	Iteration 3Q: 3 clusters Score -1108772 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1108907.375000 Penalty: 3039.601807
	Iteration 4Q: 3 clusters Score -1108907 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1109019.500000 Penalty: 3039.601807
	Iteration 5Q: 3 clusters Score -1109020 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1109146.750000 Penalty: 3039.601807
	Iteration 6Q: 3 clusters Score -1109147 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1109303.875000 Penalty: 3039.601807
	Iteration 7Q: 3 clusters Score -1109304 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1109509.250000 Penalty: 3039.601807
	Iteration 8Q: 3 clusters Score -1109509 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1109793.750000 Penalty: 3039.601807
	Iteration 9Q: 3 clusters Score -1109794 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1110188.000000 Penalty: 3039.601807
	Iteration 10F: 3 clusters Score -1110188 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1110691.875000 Penalty: 3039.601807
	Iteration 11F: 3 clusters Score -1110692 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1111263.875000 Penalty: 3039.601807
	Iteration 12F: 3 clusters Score -1111264 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1111736.625000 Penalty: 3039.601807
	Iteration 13Q: 3 clusters Score -1111737 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1112065.000000 Penalty: 3039.601807
	Iteration 14Q: 3 clusters Score -1112065 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1112255.625000 Penalty: 3039.601807
	Iteration 15Q: 3 clusters Score -1112256 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1112369.250000 Penalty: 3039.601807
	Iteration 16Q: 3 clusters Score -1112369 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1112427.125000 Penalty: 3039.601807
	Iteration 17Q: 3 clusters Score -1112427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1112461.125000 Penalty: 3039.601807
	Iteration 18Q: 3 clusters Score -1112461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1112487.125000 Penalty: 3039.601807
	Iteration 19Q: 3 clusters Score -1112487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1112503.125000 Penalty: 3039.601807
	Iteration 20F: 3 clusters Score -1112503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1112517.250000 Penalty: 3039.601807
	Iteration 21Q: 3 clusters Score -1112517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1112533.500000 Penalty: 3039.601807
	Iteration 22Q: 3 clusters Score -1112534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1112542.125000 Penalty: 3039.601807
	Iteration 23Q: 3 clusters Score -1112542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1112549.875000 Penalty: 3039.601807
	Iteration 24Q: 3 clusters Score -1112550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1112551.000000 Penalty: 3039.601807
	Iteration 25Q: 3 clusters Score -1112551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1112553.500000 Penalty: 3039.601807
	Iteration 26Q: 3 clusters Score -1112554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1112556.375000 Penalty: 3039.601807
	Iteration 27Q: 3 clusters Score -1112556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1112558.000000 Penalty: 3039.601807
	Iteration 28Q: 3 clusters Score -1112558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1112558.000000 Penalty: 3039.601807
	Iteration 29F: 3 clusters Score -1112558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Entering Unmasked Estep 
Score: -2042547.625000 Penalty: 1618.132568
	Iteration 0F: 2 clusters Score -2042548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2028231.500000 Penalty: 3236.265137
	Iteration 0F: 3 clusters Score -2028232 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2033544.125000 Penalty: 3236.265137
	Iteration 1F: 3 clusters Score -2033544 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2033847.250000 Penalty: 3236.265137
	Iteration 2Q: 3 clusters Score -2033847 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2034112.000000 Penalty: 3236.265137
	Iteration 3Q: 3 clusters Score -2034112 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2034363.250000 Penalty: 3236.265137
	Iteration 4Q: 3 clusters Score -2034363 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2034611.250000 Penalty: 3236.265137
	Iteration 5Q: 3 clusters Score -2034611 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2034953.125000 Penalty: 3236.265137
	Iteration 6Q: 3 clusters Score -2034953 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2035363.250000 Penalty: 3236.265137
	Iteration 7Q: 3 clusters Score -2035363 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2035911.250000 Penalty: 3236.265137
	Iteration 8Q: 3 clusters Score -2035911 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2036539.500000 Penalty: 3236.265137
	Iteration 9Q: 3 clusters Score -2036540 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2037315.125000 Penalty: 3236.265137
	Iteration 10Q: 3 clusters Score -2037315 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2038088.375000 Penalty: 3236.265137
	Iteration 11Q: 3 clusters Score -2038088 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2038694.250000 Penalty: 3236.265137
	Iteration 12Q: 3 clusters Score -2038694 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2039141.875000 Penalty: 3236.265137
	Iteration 13Q: 3 clusters Score -2039142 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2039493.375000 Penalty: 3236.265137
	Iteration 14Q: 3 clusters Score -2039493 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2039815.875000 Penalty: 3236.265137
	Iteration 15Q: 3 clusters Score -2039816 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2040089.250000 Penalty: 3236.265137
	Iteration 16Q: 3 clusters Score -2040089 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2040348.625000 Penalty: 3236.265137
	Iteration 17Q: 3 clusters Score -2040349 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2040529.625000 Penalty: 3236.265137
	Iteration 18Q: 3 clusters Score -2040530 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2040661.375000 Penalty: 3236.265137
	Iteration 19Q: 3 clusters Score -2040661 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2040768.375000 Penalty: 3236.265137
	Iteration 20F: 3 clusters Score -2040768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2040851.875000 Penalty: 3236.265137
	Iteration 21Q: 3 clusters Score -2040852 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2040900.250000 Penalty: 3236.265137
	Iteration 22Q: 3 clusters Score -2040900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2040942.250000 Penalty: 3236.265137
	Iteration 23Q: 3 clusters Score -2040942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2040975.875000 Penalty: 3236.265137
	Iteration 24Q: 3 clusters Score -2040976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2041001.875000 Penalty: 3236.265137
	Iteration 25Q: 3 clusters Score -2041002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2041024.250000 Penalty: 3236.265137
	Iteration 26Q: 3 clusters Score -2041024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2041041.250000 Penalty: 3236.265137
	Iteration 27Q: 3 clusters Score -2041041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2041060.000000 Penalty: 3236.265137
	Iteration 28Q: 3 clusters Score -2041060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2041081.125000 Penalty: 3236.265137
	Iteration 29Q: 3 clusters Score -2041081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2041098.875000 Penalty: 3236.265137
	Iteration 30Q: 3 clusters Score -2041099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2041114.375000 Penalty: 3236.265137
	Iteration 31Q: 3 clusters Score -2041114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2041119.875000 Penalty: 3236.265137
	Iteration 32Q: 3 clusters Score -2041120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2041129.375000 Penalty: 3236.265137
	Iteration 33Q: 3 clusters Score -2041129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2041137.250000 Penalty: 3236.265137
	Iteration 34Q: 3 clusters Score -2041137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2041144.500000 Penalty: 3236.265137
	Iteration 35Q: 3 clusters Score -2041144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2041154.750000 Penalty: 3236.265137
	Iteration 36Q: 3 clusters Score -2041155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2041163.375000 Penalty: 3236.265137
	Iteration 37Q: 3 clusters Score -2041163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2041176.375000 Penalty: 3236.265137
	Iteration 38Q: 3 clusters Score -2041176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2041183.250000 Penalty: 3236.265137
	Iteration 39Q: 3 clusters Score -2041183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2041185.625000 Penalty: 3236.265137
	Iteration 40F: 3 clusters Score -2041186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2041191.125000 Penalty: 3236.265137
	Iteration 41Q: 3 clusters Score -2041191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2041198.625000 Penalty: 3236.265137
	Iteration 42Q: 3 clusters Score -2041199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2041198.625000 Penalty: 3236.265137
	Iteration 43Q: 3 clusters Score -2041199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2041197.625000 Penalty: 3236.265137
	Iteration 44Q: 3 clusters Score -2041198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2041203.125000 Penalty: 3236.265137
	Iteration 45Q: 3 clusters Score -2041203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2041203.000000 Penalty: 3236.265137
	Iteration 46Q: 3 clusters Score -2041203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2041203.875000 Penalty: 3236.265137
	Iteration 47Q: 3 clusters Score -2041204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2041208.500000 Penalty: 3236.265137
	Iteration 48Q: 3 clusters Score -2041208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2041209.875000 Penalty: 3236.265137
	Iteration 49Q: 3 clusters Score -2041210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2041209.750000 Penalty: 3236.265137
	Iteration 50Q: 3 clusters Score -2041210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2041209.875000 Penalty: 3236.265137
	Iteration 51Q: 3 clusters Score -2041210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2041209.875000 Penalty: 3236.265137
	Iteration 52F: 3 clusters Score -2041210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Entering Unmasked Estep 
Score: -1086797.625000 Penalty: 1517.672852
	Iteration 0F: 2 clusters Score -1086798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1078737.625000 Penalty: 3035.345703
	Iteration 0F: 3 clusters Score -1078738 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1081500.750000 Penalty: 3035.345703
	Iteration 1F: 3 clusters Score -1081501 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1081729.750000 Penalty: 3035.345703
	Iteration 2F: 3 clusters Score -1081730 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1081894.625000 Penalty: 3035.345703
	Iteration 3Q: 3 clusters Score -1081895 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1082029.125000 Penalty: 3035.345703
	Iteration 4Q: 3 clusters Score -1082029 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1082148.000000 Penalty: 3035.345703
	Iteration 5Q: 3 clusters Score -1082148 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1082251.750000 Penalty: 3035.345703
	Iteration 6Q: 3 clusters Score -1082252 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1082347.500000 Penalty: 3035.345703
	Iteration 7Q: 3 clusters Score -1082348 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1082447.500000 Penalty: 3035.345703
	Iteration 8Q: 3 clusters Score -1082448 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1082552.375000 Penalty: 3035.345703
	Iteration 9Q: 3 clusters Score -1082552 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1082672.000000 Penalty: 3035.345703
	Iteration 10Q: 3 clusters Score -1082672 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1082805.625000 Penalty: 3035.345703
	Iteration 11Q: 3 clusters Score -1082806 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1082953.250000 Penalty: 3035.345703
	Iteration 12Q: 3 clusters Score -1082953 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1083113.625000 Penalty: 3035.345703
	Iteration 13Q: 3 clusters Score -1083114 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1083262.375000 Penalty: 3035.345703
	Iteration 14Q: 3 clusters Score -1083262 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1083401.250000 Penalty: 3035.345703
	Iteration 15Q: 3 clusters Score -1083401 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1083529.250000 Penalty: 3035.345703
	Iteration 16Q: 3 clusters Score -1083529 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1083643.750000 Penalty: 3035.345703
	Iteration 17Q: 3 clusters Score -1083644 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1083721.250000 Penalty: 3035.345703
	Iteration 18Q: 3 clusters Score -1083721 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1083782.250000 Penalty: 3035.345703
	Iteration 19Q: 3 clusters Score -1083782 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1083831.375000 Penalty: 3035.345703
	Iteration 20F: 3 clusters Score -1083831 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1083855.500000 Penalty: 3035.345703
	Iteration 21Q: 3 clusters Score -1083856 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1083872.375000 Penalty: 3035.345703
	Iteration 22Q: 3 clusters Score -1083872 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1083889.625000 Penalty: 3035.345703
	Iteration 23Q: 3 clusters Score -1083890 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1083900.375000 Penalty: 3035.345703
	Iteration 24Q: 3 clusters Score -1083900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1083914.750000 Penalty: 3035.345703
	Iteration 25Q: 3 clusters Score -1083915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1083925.750000 Penalty: 3035.345703
	Iteration 26Q: 3 clusters Score -1083926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1083933.625000 Penalty: 3035.345703
	Iteration 27Q: 3 clusters Score -1083934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1083942.500000 Penalty: 3035.345703
	Iteration 28Q: 3 clusters Score -1083942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1083948.500000 Penalty: 3035.345703
	Iteration 29Q: 3 clusters Score -1083948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1083956.750000 Penalty: 3035.345703
	Iteration 30Q: 3 clusters Score -1083957 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1083963.125000 Penalty: 3035.345703
	Iteration 31Q: 3 clusters Score -1083963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1083970.750000 Penalty: 3035.345703
	Iteration 32Q: 3 clusters Score -1083971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1083978.125000 Penalty: 3035.345703
	Iteration 33Q: 3 clusters Score -1083978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1083984.750000 Penalty: 3035.345703
	Iteration 34Q: 3 clusters Score -1083985 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1083994.625000 Penalty: 3035.345703
	Iteration 35Q: 3 clusters Score -1083995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1084004.625000 Penalty: 3035.345703
	Iteration 36Q: 3 clusters Score -1084005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1084011.000000 Penalty: 3035.345703
	Iteration 37Q: 3 clusters Score -1084011 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1084013.875000 Penalty: 3035.345703
	Iteration 38Q: 3 clusters Score -1084014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1084020.500000 Penalty: 3035.345703
	Iteration 39Q: 3 clusters Score -1084020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1084022.250000 Penalty: 3035.345703
	Iteration 40F: 3 clusters Score -1084022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1084034.125000 Penalty: 3035.345703
	Iteration 41Q: 3 clusters Score -1084034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1084043.750000 Penalty: 3035.345703
	Iteration 42Q: 3 clusters Score -1084044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1084047.750000 Penalty: 3035.345703
	Iteration 43Q: 3 clusters Score -1084048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1084060.500000 Penalty: 3035.345703
	Iteration 44Q: 3 clusters Score -1084060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1084072.750000 Penalty: 3035.345703
	Iteration 45Q: 3 clusters Score -1084073 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1084085.125000 Penalty: 3035.345703
	Iteration 46Q: 3 clusters Score -1084085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1084094.500000 Penalty: 3035.345703
	Iteration 47Q: 3 clusters Score -1084094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1084104.750000 Penalty: 3035.345703
	Iteration 48Q: 3 clusters Score -1084105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1084116.625000 Penalty: 3035.345703
	Iteration 49Q: 3 clusters Score -1084117 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1084125.250000 Penalty: 3035.345703
	Iteration 50Q: 3 clusters Score -1084125 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1084145.500000 Penalty: 3035.345703
	Iteration 51Q: 3 clusters Score -1084146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1084160.750000 Penalty: 3035.345703
	Iteration 52Q: 3 clusters Score -1084161 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1084174.500000 Penalty: 3035.345703
	Iteration 53Q: 3 clusters Score -1084174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1084189.250000 Penalty: 3035.345703
	Iteration 54Q: 3 clusters Score -1084189 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1084218.000000 Penalty: 3035.345703
	Iteration 55Q: 3 clusters Score -1084218 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1084245.250000 Penalty: 3035.345703
	Iteration 56Q: 3 clusters Score -1084245 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1084279.250000 Penalty: 3035.345703
	Iteration 57Q: 3 clusters Score -1084279 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1084312.750000 Penalty: 3035.345703
	Iteration 58Q: 3 clusters Score -1084313 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1084345.125000 Penalty: 3035.345703
	Iteration 59Q: 3 clusters Score -1084345 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1084378.125000 Penalty: 3035.345703
	Iteration 60F: 3 clusters Score -1084378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1084408.500000 Penalty: 3035.345703
	Iteration 61Q: 3 clusters Score -1084408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1084443.875000 Penalty: 3035.345703
	Iteration 62Q: 3 clusters Score -1084444 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1084478.250000 Penalty: 3035.345703
	Iteration 63Q: 3 clusters Score -1084478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1084517.875000 Penalty: 3035.345703
	Iteration 64Q: 3 clusters Score -1084518 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1084557.000000 Penalty: 3035.345703
	Iteration 65Q: 3 clusters Score -1084557 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1084619.500000 Penalty: 3035.345703
	Iteration 66Q: 3 clusters Score -1084620 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1084683.500000 Penalty: 3035.345703
	Iteration 67Q: 3 clusters Score -1084684 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1084768.625000 Penalty: 3035.345703
	Iteration 68Q: 3 clusters Score -1084769 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1084845.000000 Penalty: 3035.345703
	Iteration 69Q: 3 clusters Score -1084845 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1084934.125000 Penalty: 3035.345703
	Iteration 70Q: 3 clusters Score -1084934 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1085006.000000 Penalty: 3035.345703
	Iteration 71Q: 3 clusters Score -1085006 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1085095.375000 Penalty: 3035.345703
	Iteration 72Q: 3 clusters Score -1085095 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1085177.000000 Penalty: 3035.345703
	Iteration 73Q: 3 clusters Score -1085177 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1085248.875000 Penalty: 3035.345703
	Iteration 74Q: 3 clusters Score -1085249 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1085315.125000 Penalty: 3035.345703
	Iteration 75Q: 3 clusters Score -1085315 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1085364.625000 Penalty: 3035.345703
	Iteration 76Q: 3 clusters Score -1085365 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1085405.125000 Penalty: 3035.345703
	Iteration 77Q: 3 clusters Score -1085405 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1085443.250000 Penalty: 3035.345703
	Iteration 78Q: 3 clusters Score -1085443 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1085487.375000 Penalty: 3035.345703
	Iteration 79Q: 3 clusters Score -1085487 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1085518.250000 Penalty: 3035.345703
	Iteration 80F: 3 clusters Score -1085518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1085540.875000 Penalty: 3035.345703
	Iteration 81Q: 3 clusters Score -1085541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1085567.875000 Penalty: 3035.345703
	Iteration 82Q: 3 clusters Score -1085568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1085606.000000 Penalty: 3035.345703
	Iteration 83Q: 3 clusters Score -1085606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1085626.500000 Penalty: 3035.345703
	Iteration 84Q: 3 clusters Score -1085626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1085645.250000 Penalty: 3035.345703
	Iteration 85Q: 3 clusters Score -1085645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1085665.125000 Penalty: 3035.345703
	Iteration 86Q: 3 clusters Score -1085665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1085677.500000 Penalty: 3035.345703
	Iteration 87Q: 3 clusters Score -1085678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1085686.375000 Penalty: 3035.345703
	Iteration 88Q: 3 clusters Score -1085686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1085689.750000 Penalty: 3035.345703
	Iteration 89Q: 3 clusters Score -1085690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1085693.500000 Penalty: 3035.345703
	Iteration 90Q: 3 clusters Score -1085694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1085694.375000 Penalty: 3035.345703
	Iteration 91Q: 3 clusters Score -1085694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1085694.000000 Penalty: 3035.345703
	Iteration 92Q: 3 clusters Score -1085694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1085694.000000 Penalty: 3035.345703
	Iteration 93F: 3 clusters Score -1085694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Entering Unmasked Estep 
Score: -296914.500000 Penalty: 1307.616211
	Iteration 0F: 2 clusters Score -296914.5 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 1531 members 
Entering Unmasked Estep 
Score: -294108.781250 Penalty: 2615.232422
	Iteration 0F: 3 clusters Score -294108.8 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -294773.562500 Penalty: 2615.232422
	Iteration 1F: 3 clusters Score -294773.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -294907.093750 Penalty: 2615.232422
	Iteration 2F: 3 clusters Score -294907.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -295002.656250 Penalty: 2615.232422
	Iteration 3Q: 3 clusters Score -295002.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -295078.625000 Penalty: 2615.232422
	Iteration 4Q: 3 clusters Score -295078.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -295135.937500 Penalty: 2615.232422
	Iteration 5Q: 3 clusters Score -295135.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -295184.218750 Penalty: 2615.232422
	Iteration 6Q: 3 clusters Score -295184.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -295219.843750 Penalty: 2615.232422
	Iteration 7Q: 3 clusters Score -295219.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -295248.125000 Penalty: 2615.232422
	Iteration 8Q: 3 clusters Score -295248.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -295271.250000 Penalty: 2615.232422
	Iteration 9Q: 3 clusters Score -295271.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -295297.593750 Penalty: 2615.232422
	Iteration 10Q: 3 clusters Score -295297.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -295322.781250 Penalty: 2615.232422
	Iteration 11Q: 3 clusters Score -295322.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -295347.500000 Penalty: 2615.232422
	Iteration 12Q: 3 clusters Score -295347.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -295367.718750 Penalty: 2615.232422
	Iteration 13Q: 3 clusters Score -295367.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -295384.406250 Penalty: 2615.232422
	Iteration 14Q: 3 clusters Score -295384.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -295401.593750 Penalty: 2615.232422
	Iteration 15Q: 3 clusters Score -295401.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -295429.843750 Penalty: 2615.232422
	Iteration 16Q: 3 clusters Score -295429.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -295464.906250 Penalty: 2615.232422
	Iteration 17Q: 3 clusters Score -295464.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -295494.968750 Penalty: 2615.232422
	Iteration 18Q: 3 clusters Score -295495 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -295517.531250 Penalty: 2615.232422
	Iteration 19Q: 3 clusters Score -295517.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -295530.468750 Penalty: 2615.232422
	Iteration 20F: 3 clusters Score -295530.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -295544.062500 Penalty: 2615.232422
	Iteration 21Q: 3 clusters Score -295544.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -295560.250000 Penalty: 2615.232422
	Iteration 22Q: 3 clusters Score -295560.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -295576.250000 Penalty: 2615.232422
	Iteration 23Q: 3 clusters Score -295576.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -295601.031250 Penalty: 2615.232422
	Iteration 24Q: 3 clusters Score -295601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -295623.437500 Penalty: 2615.232422
	Iteration 25Q: 3 clusters Score -295623.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -295644.625000 Penalty: 2615.232422
	Iteration 26Q: 3 clusters Score -295644.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -295669.437500 Penalty: 2615.232422
	Iteration 27Q: 3 clusters Score -295669.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -295680.125000 Penalty: 2615.232422
	Iteration 28Q: 3 clusters Score -295680.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -295686.281250 Penalty: 2615.232422
	Iteration 29Q: 3 clusters Score -295686.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -295690.406250 Penalty: 2615.232422
	Iteration 30Q: 3 clusters Score -295690.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -295694.406250 Penalty: 2615.232422
	Iteration 31Q: 3 clusters Score -295694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -295696.406250 Penalty: 2615.232422
	Iteration 32Q: 3 clusters Score -295696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -295702.156250 Penalty: 2615.232422
	Iteration 33Q: 3 clusters Score -295702.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -295706.968750 Penalty: 2615.232422
	Iteration 34Q: 3 clusters Score -295707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -295712.781250 Penalty: 2615.232422
	Iteration 35Q: 3 clusters Score -295712.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -295717.781250 Penalty: 2615.232422
	Iteration 36Q: 3 clusters Score -295717.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -295720.781250 Penalty: 2615.232422
	Iteration 37Q: 3 clusters Score -295720.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -295722.718750 Penalty: 2615.232422
	Iteration 38Q: 3 clusters Score -295722.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -295722.625000 Penalty: 2615.232422
	Iteration 39Q: 3 clusters Score -295722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -295724.156250 Penalty: 2615.232422
	Iteration 40F: 3 clusters Score -295724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -295725.812500 Penalty: 2615.232422
	Iteration 41Q: 3 clusters Score -295725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -295728.875000 Penalty: 2615.232422
	Iteration 42Q: 3 clusters Score -295728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -295729.375000 Penalty: 2615.232422
	Iteration 43Q: 3 clusters Score -295729.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -295729.375000 Penalty: 2615.232422
	Iteration 44F: 3 clusters Score -295729.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Entering Unmasked Estep 
Score: -420957.437500 Penalty: 1370.211548
	Iteration 0F: 2 clusters Score -420957.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -417256.625000 Penalty: 2740.423096
	Iteration 0F: 3 clusters Score -417256.6 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -418387.656250 Penalty: 2740.423096
	Iteration 1F: 3 clusters Score -418387.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -418692.843750 Penalty: 2740.423096
	Iteration 2F: 3 clusters Score -418692.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -419047.156250 Penalty: 2740.423096
	Iteration 3F: 3 clusters Score -419047.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -419480.281250 Penalty: 2740.423096
	Iteration 4F: 3 clusters Score -419480.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -419986.468750 Penalty: 2740.423096
	Iteration 5F: 3 clusters Score -419986.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -420526.875000 Penalty: 2740.423096
	Iteration 6F: 3 clusters Score -420526.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -420910.906250 Penalty: 2740.423096
	Iteration 7F: 3 clusters Score -420910.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -421080.187500 Penalty: 2740.423096
	Iteration 8Q: 3 clusters Score -421080.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -421164.843750 Penalty: 2740.423096
	Iteration 9Q: 3 clusters Score -421164.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -421202.031250 Penalty: 2740.423096
	Iteration 10Q: 3 clusters Score -421202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -421222.718750 Penalty: 2740.423096
	Iteration 11Q: 3 clusters Score -421222.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -421240.750000 Penalty: 2740.423096
	Iteration 12Q: 3 clusters Score -421240.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -421258.937500 Penalty: 2740.423096
	Iteration 13Q: 3 clusters Score -421258.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -421270.156250 Penalty: 2740.423096
	Iteration 14Q: 3 clusters Score -421270.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -421275.062500 Penalty: 2740.423096
	Iteration 15Q: 3 clusters Score -421275.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -421279.031250 Penalty: 2740.423096
	Iteration 16Q: 3 clusters Score -421279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -421283.593750 Penalty: 2740.423096
	Iteration 17Q: 3 clusters Score -421283.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -421285.218750 Penalty: 2740.423096
	Iteration 18Q: 3 clusters Score -421285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -421287.093750 Penalty: 2740.423096
	Iteration 19Q: 3 clusters Score -421287.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -421285.968750 Penalty: 2740.423096
	Iteration 20F: 3 clusters Score -421286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -421286.625000 Penalty: 2740.423096
	Iteration 21Q: 3 clusters Score -421286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -421286.625000 Penalty: 2740.423096
	Iteration 22F: 3 clusters Score -421286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 16086 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 22159 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 24335 members 
Mstep: Class 10 contains 11529 members 
Mstep: Class 11 contains 21115 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 30005 members 
Mstep: Class 18 contains 8636 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 43663 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 71869 members 
Mstep: Class 23 contains 4067 members 
Mstep: Class 24 contains 6216 members 
Mstep: Class 25 contains 14276 members 
Mstep: Class 26 contains 43728 members 
Mstep: Class 27 contains 2769 members 
Entering Unmasked Estep 
Score: -44828948.000000 Penalty: 57404.140625
Splitting cluster 14 changes total score from -44829336.000000 to -44828948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (7890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Entering Unmasked Estep 
Score: -749477.562500 Penalty: 1458.169556
	Iteration 0F: 2 clusters Score -749477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -743703.250000 Penalty: 2916.339111
	Iteration 0F: 3 clusters Score -743703.2 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -745673.625000 Penalty: 2916.339111
	Iteration 1F: 3 clusters Score -745673.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -746079.125000 Penalty: 2916.339111
	Iteration 2F: 3 clusters Score -746079.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -746359.375000 Penalty: 2916.339111
	Iteration 3F: 3 clusters Score -746359.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -746640.937500 Penalty: 2916.339111
	Iteration 4F: 3 clusters Score -746640.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -746986.375000 Penalty: 2916.339111
	Iteration 5F: 3 clusters Score -746986.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -747368.062500 Penalty: 2916.339111
	Iteration 6F: 3 clusters Score -747368.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -747761.375000 Penalty: 2916.339111
	Iteration 7F: 3 clusters Score -747761.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -748093.312500 Penalty: 2916.339111
	Iteration 8F: 3 clusters Score -748093.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -748315.250000 Penalty: 2916.339111
	Iteration 9Q: 3 clusters Score -748315.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -748422.500000 Penalty: 2916.339111
	Iteration 10Q: 3 clusters Score -748422.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -748475.187500 Penalty: 2916.339111
	Iteration 11Q: 3 clusters Score -748475.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -748507.062500 Penalty: 2916.339111
	Iteration 12Q: 3 clusters Score -748507.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -748534.437500 Penalty: 2916.339111
	Iteration 13Q: 3 clusters Score -748534.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -748556.625000 Penalty: 2916.339111
	Iteration 14Q: 3 clusters Score -748556.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -748568.750000 Penalty: 2916.339111
	Iteration 15Q: 3 clusters Score -748568.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -748579.625000 Penalty: 2916.339111
	Iteration 16Q: 3 clusters Score -748579.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -748589.375000 Penalty: 2916.339111
	Iteration 17Q: 3 clusters Score -748589.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -748594.000000 Penalty: 2916.339111
	Iteration 18Q: 3 clusters Score -748594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -748596.687500 Penalty: 2916.339111
	Iteration 19Q: 3 clusters Score -748596.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -748600.062500 Penalty: 2916.339111
	Iteration 20F: 3 clusters Score -748600.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -748603.375000 Penalty: 2916.339111
	Iteration 21Q: 3 clusters Score -748603.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -748607.062500 Penalty: 2916.339111
	Iteration 22Q: 3 clusters Score -748607.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -748606.562500 Penalty: 2916.339111
	Iteration 23Q: 3 clusters Score -748606.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -748608.687500 Penalty: 2916.339111
	Iteration 24Q: 3 clusters Score -748608.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -748611.312500 Penalty: 2916.339111
	Iteration 25Q: 3 clusters Score -748611.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -748614.000000 Penalty: 2916.339111
	Iteration 26Q: 3 clusters Score -748614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -748616.125000 Penalty: 2916.339111
	Iteration 27Q: 3 clusters Score -748616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -748618.312500 Penalty: 2916.339111
	Iteration 28Q: 3 clusters Score -748618.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -748620.812500 Penalty: 2916.339111
	Iteration 29Q: 3 clusters Score -748620.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -748623.250000 Penalty: 2916.339111
	Iteration 30Q: 3 clusters Score -748623.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -748625.125000 Penalty: 2916.339111
	Iteration 31Q: 3 clusters Score -748625.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -748627.625000 Penalty: 2916.339111
	Iteration 32Q: 3 clusters Score -748627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -748628.250000 Penalty: 2916.339111
	Iteration 33Q: 3 clusters Score -748628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -748628.875000 Penalty: 2916.339111
	Iteration 34Q: 3 clusters Score -748628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -748628.812500 Penalty: 2916.339111
	Iteration 35Q: 3 clusters Score -748628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -748631.375000 Penalty: 2916.339111
	Iteration 36Q: 3 clusters Score -748631.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -748631.875000 Penalty: 2916.339111
	Iteration 37Q: 3 clusters Score -748631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -748631.375000 Penalty: 2916.339111
	Iteration 38Q: 3 clusters Score -748631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -748632.000000 Penalty: 2916.339111
	Iteration 39Q: 3 clusters Score -748632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -748633.625000 Penalty: 2916.339111
	Iteration 40F: 3 clusters Score -748633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -748634.500000 Penalty: 2916.339111
	Iteration 41Q: 3 clusters Score -748634.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -748634.812500 Penalty: 2916.339111
	Iteration 42Q: 3 clusters Score -748634.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -748638.875000 Penalty: 2916.339111
	Iteration 43Q: 3 clusters Score -748638.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -748640.625000 Penalty: 2916.339111
	Iteration 44Q: 3 clusters Score -748640.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -748644.437500 Penalty: 2916.339111
	Iteration 45Q: 3 clusters Score -748644.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -748646.250000 Penalty: 2916.339111
	Iteration 46Q: 3 clusters Score -748646.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -748648.312500 Penalty: 2916.339111
	Iteration 47Q: 3 clusters Score -748648.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -748651.937500 Penalty: 2916.339111
	Iteration 48Q: 3 clusters Score -748651.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -748653.687500 Penalty: 2916.339111
	Iteration 49Q: 3 clusters Score -748653.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -748656.687500 Penalty: 2916.339111
	Iteration 50Q: 3 clusters Score -748656.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -748660.000000 Penalty: 2916.339111
	Iteration 51Q: 3 clusters Score -748660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -748662.937500 Penalty: 2916.339111
	Iteration 52Q: 3 clusters Score -748662.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -748666.937500 Penalty: 2916.339111
	Iteration 53Q: 3 clusters Score -748666.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -748670.125000 Penalty: 2916.339111
	Iteration 54Q: 3 clusters Score -748670.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -748673.125000 Penalty: 2916.339111
	Iteration 55Q: 3 clusters Score -748673.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -748679.000000 Penalty: 2916.339111
	Iteration 56Q: 3 clusters Score -748679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -748680.375000 Penalty: 2916.339111
	Iteration 57Q: 3 clusters Score -748680.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -748686.250000 Penalty: 2916.339111
	Iteration 58Q: 3 clusters Score -748686.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -748691.375000 Penalty: 2916.339111
	Iteration 59Q: 3 clusters Score -748691.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -748695.562500 Penalty: 2916.339111
	Iteration 60F: 3 clusters Score -748695.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -748697.437500 Penalty: 2916.339111
	Iteration 61Q: 3 clusters Score -748697.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -748702.437500 Penalty: 2916.339111
	Iteration 62Q: 3 clusters Score -748702.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -748708.750000 Penalty: 2916.339111
	Iteration 63Q: 3 clusters Score -748708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -748710.437500 Penalty: 2916.339111
	Iteration 64Q: 3 clusters Score -748710.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -748712.375000 Penalty: 2916.339111
	Iteration 65Q: 3 clusters Score -748712.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -748713.937500 Penalty: 2916.339111
	Iteration 66Q: 3 clusters Score -748713.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -748716.250000 Penalty: 2916.339111
	Iteration 67Q: 3 clusters Score -748716.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -748716.625000 Penalty: 2916.339111
	Iteration 68Q: 3 clusters Score -748716.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -748719.000000 Penalty: 2916.339111
	Iteration 69Q: 3 clusters Score -748719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -748718.750000 Penalty: 2916.339111
	Iteration 70Q: 3 clusters Score -748718.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -748723.500000 Penalty: 2916.339111
	Iteration 71Q: 3 clusters Score -748723.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -748724.375000 Penalty: 2916.339111
	Iteration 72Q: 3 clusters Score -748724.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -748725.125000 Penalty: 2916.339111
	Iteration 73Q: 3 clusters Score -748725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -748723.375000 Penalty: 2916.339111
	Iteration 74Q: 3 clusters Score -748723.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -748728.937500 Penalty: 2916.339111
	Iteration 75Q: 3 clusters Score -748728.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -748730.062500 Penalty: 2916.339111
	Iteration 76Q: 3 clusters Score -748730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -748727.687500 Penalty: 2916.339111
	Iteration 77Q: 3 clusters Score -748727.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -748727.875000 Penalty: 2916.339111
	Iteration 78Q: 3 clusters Score -748727.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -748727.625000 Penalty: 2916.339111
	Iteration 79Q: 3 clusters Score -748727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -748729.625000 Penalty: 2916.339111
	Iteration 80F: 3 clusters Score -748729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -748730.500000 Penalty: 2916.339111
	Iteration 81Q: 3 clusters Score -748730.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -748731.500000 Penalty: 2916.339111
	Iteration 82Q: 3 clusters Score -748731.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -748734.875000 Penalty: 2916.339111
	Iteration 83Q: 3 clusters Score -748734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -748734.062500 Penalty: 2916.339111
	Iteration 84Q: 3 clusters Score -748734.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -748734.937500 Penalty: 2916.339111
	Iteration 85Q: 3 clusters Score -748734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -748735.562500 Penalty: 2916.339111
	Iteration 86Q: 3 clusters Score -748735.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -748736.125000 Penalty: 2916.339111
	Iteration 87Q: 3 clusters Score -748736.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -748736.062500 Penalty: 2916.339111
	Iteration 88Q: 3 clusters Score -748736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -748738.250000 Penalty: 2916.339111
	Iteration 89Q: 3 clusters Score -748738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -748738.312500 Penalty: 2916.339111
	Iteration 90Q: 3 clusters Score -748738.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -748737.187500 Penalty: 2916.339111
	Iteration 91Q: 3 clusters Score -748737.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -748740.000000 Penalty: 2916.339111
	Iteration 92Q: 3 clusters Score -748740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -748738.875000 Penalty: 2916.339111
	Iteration 93Q: 3 clusters Score -748738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -748739.625000 Penalty: 2916.339111
	Iteration 94Q: 3 clusters Score -748739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -748738.875000 Penalty: 2916.339111
	Iteration 95Q: 3 clusters Score -748738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -748739.562500 Penalty: 2916.339111
	Iteration 96Q: 3 clusters Score -748739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -748739.500000 Penalty: 2916.339111
	Iteration 97Q: 3 clusters Score -748739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -748738.875000 Penalty: 2916.339111
	Iteration 98Q: 3 clusters Score -748738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -748739.750000 Penalty: 2916.339111
	Iteration 99Q: 3 clusters Score -748739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -748738.875000 Penalty: 2916.339111
	Iteration 100F: 3 clusters Score -748738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -748738.812500 Penalty: 2916.339111
	Iteration 101Q: 3 clusters Score -748738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -748739.187500 Penalty: 2916.339111
	Iteration 102Q: 3 clusters Score -748739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -748739.187500 Penalty: 2916.339111
	Iteration 103F: 3 clusters Score -748739.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -250397.843750 Penalty: 1279.892090
	Iteration 0F: 2 clusters Score -250397.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -247924.078125 Penalty: 2559.784180
	Iteration 0F: 3 clusters Score -247924.1 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -248452.718750 Penalty: 2559.784180
	Iteration 1F: 3 clusters Score -248452.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -248565.750000 Penalty: 2559.784180
	Iteration 2F: 3 clusters Score -248565.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -248647.093750 Penalty: 2559.784180
	Iteration 3Q: 3 clusters Score -248647.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -248710.046875 Penalty: 2559.784180
	Iteration 4Q: 3 clusters Score -248710 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -248760.812500 Penalty: 2559.784180
	Iteration 5Q: 3 clusters Score -248760.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -248805.453125 Penalty: 2559.784180
	Iteration 6Q: 3 clusters Score -248805.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -248838.968750 Penalty: 2559.784180
	Iteration 7Q: 3 clusters Score -248839 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -248871.156250 Penalty: 2559.784180
	Iteration 8Q: 3 clusters Score -248871.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -248908.468750 Penalty: 2559.784180
	Iteration 9Q: 3 clusters Score -248908.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -248942.421875 Penalty: 2559.784180
	Iteration 10Q: 3 clusters Score -248942.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -248976.171875 Penalty: 2559.784180
	Iteration 11Q: 3 clusters Score -248976.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -249016.031250 Penalty: 2559.784180
	Iteration 12Q: 3 clusters Score -249016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -249052.109375 Penalty: 2559.784180
	Iteration 13Q: 3 clusters Score -249052.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -249078.062500 Penalty: 2559.784180
	Iteration 14Q: 3 clusters Score -249078.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -249103.343750 Penalty: 2559.784180
	Iteration 15Q: 3 clusters Score -249103.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -249141.734375 Penalty: 2559.784180
	Iteration 16Q: 3 clusters Score -249141.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -249181.859375 Penalty: 2559.784180
	Iteration 17Q: 3 clusters Score -249181.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -249232.203125 Penalty: 2559.784180
	Iteration 18Q: 3 clusters Score -249232.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -249276.984375 Penalty: 2559.784180
	Iteration 19Q: 3 clusters Score -249277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -249305.765625 Penalty: 2559.784180
	Iteration 20F: 3 clusters Score -249305.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -249333.890625 Penalty: 2559.784180
	Iteration 21Q: 3 clusters Score -249333.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -249362.203125 Penalty: 2559.784180
	Iteration 22Q: 3 clusters Score -249362.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -249393.968750 Penalty: 2559.784180
	Iteration 23Q: 3 clusters Score -249394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -249420.656250 Penalty: 2559.784180
	Iteration 24Q: 3 clusters Score -249420.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -249450.843750 Penalty: 2559.784180
	Iteration 25Q: 3 clusters Score -249450.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -249475.687500 Penalty: 2559.784180
	Iteration 26Q: 3 clusters Score -249475.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -249494.437500 Penalty: 2559.784180
	Iteration 27Q: 3 clusters Score -249494.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -249507.921875 Penalty: 2559.784180
	Iteration 28Q: 3 clusters Score -249507.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -249520.015625 Penalty: 2559.784180
	Iteration 29Q: 3 clusters Score -249520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -249533.031250 Penalty: 2559.784180
	Iteration 30Q: 3 clusters Score -249533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -249549.890625 Penalty: 2559.784180
	Iteration 31Q: 3 clusters Score -249549.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -249561.328125 Penalty: 2559.784180
	Iteration 32Q: 3 clusters Score -249561.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -249569.843750 Penalty: 2559.784180
	Iteration 33Q: 3 clusters Score -249569.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -249577.062500 Penalty: 2559.784180
	Iteration 34Q: 3 clusters Score -249577.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -249585.265625 Penalty: 2559.784180
	Iteration 35Q: 3 clusters Score -249585.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -249587.515625 Penalty: 2559.784180
	Iteration 36Q: 3 clusters Score -249587.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -249591.046875 Penalty: 2559.784180
	Iteration 37Q: 3 clusters Score -249591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -249595.687500 Penalty: 2559.784180
	Iteration 38Q: 3 clusters Score -249595.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -249599.609375 Penalty: 2559.784180
	Iteration 39Q: 3 clusters Score -249599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -249601.328125 Penalty: 2559.784180
	Iteration 40F: 3 clusters Score -249601.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -249602.859375 Penalty: 2559.784180
	Iteration 41Q: 3 clusters Score -249602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -249603.625000 Penalty: 2559.784180
	Iteration 42Q: 3 clusters Score -249603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -249603.625000 Penalty: 2559.784180
	Iteration 43F: 3 clusters Score -249603.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Entering Unmasked Estep 
Score: -2905079.250000 Penalty: 1675.231934
	Iteration 0F: 2 clusters Score -2905079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2884737.750000 Penalty: 3350.463867
	Iteration 0F: 3 clusters Score -2884738 nChanged 13845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2892534.250000 Penalty: 3350.463867
	Iteration 1F: 3 clusters Score -2892534 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2893016.500000 Penalty: 3350.463867
	Iteration 2Q: 3 clusters Score -2893016 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2893495.750000 Penalty: 3350.463867
	Iteration 3Q: 3 clusters Score -2893496 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2894052.250000 Penalty: 3350.463867
	Iteration 4Q: 3 clusters Score -2894052 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2894661.750000 Penalty: 3350.463867
	Iteration 5Q: 3 clusters Score -2894662 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2895467.250000 Penalty: 3350.463867
	Iteration 6F: 3 clusters Score -2895467 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2896578.750000 Penalty: 3350.463867
	Iteration 7F: 3 clusters Score -2896579 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2898035.750000 Penalty: 3350.463867
	Iteration 8F: 3 clusters Score -2898036 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2899581.250000 Penalty: 3350.463867
	Iteration 9F: 3 clusters Score -2899581 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2901038.500000 Penalty: 3350.463867
	Iteration 10F: 3 clusters Score -2901038 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2902161.750000 Penalty: 3350.463867
	Iteration 11Q: 3 clusters Score -2902162 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2902895.000000 Penalty: 3350.463867
	Iteration 12Q: 3 clusters Score -2902895 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2903305.500000 Penalty: 3350.463867
	Iteration 13Q: 3 clusters Score -2903306 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2903476.250000 Penalty: 3350.463867
	Iteration 14Q: 3 clusters Score -2903476 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2903557.750000 Penalty: 3350.463867
	Iteration 15Q: 3 clusters Score -2903558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2903610.250000 Penalty: 3350.463867
	Iteration 16Q: 3 clusters Score -2903610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2903630.500000 Penalty: 3350.463867
	Iteration 17Q: 3 clusters Score -2903630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2903645.000000 Penalty: 3350.463867
	Iteration 18Q: 3 clusters Score -2903645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2903650.500000 Penalty: 3350.463867
	Iteration 19Q: 3 clusters Score -2903650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2903657.750000 Penalty: 3350.463867
	Iteration 20F: 3 clusters Score -2903658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2903661.250000 Penalty: 3350.463867
	Iteration 21Q: 3 clusters Score -2903661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2903667.750000 Penalty: 3350.463867
	Iteration 22Q: 3 clusters Score -2903668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2903668.000000 Penalty: 3350.463867
	Iteration 23Q: 3 clusters Score -2903668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2903669.750000 Penalty: 3350.463867
	Iteration 24Q: 3 clusters Score -2903670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2903674.500000 Penalty: 3350.463867
	Iteration 25Q: 3 clusters Score -2903674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2903676.000000 Penalty: 3350.463867
	Iteration 26Q: 3 clusters Score -2903676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2903681.250000 Penalty: 3350.463867
	Iteration 27Q: 3 clusters Score -2903681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2903686.250000 Penalty: 3350.463867
	Iteration 28Q: 3 clusters Score -2903686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2903688.500000 Penalty: 3350.463867
	Iteration 29Q: 3 clusters Score -2903688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2903688.500000 Penalty: 3350.463867
	Iteration 30F: 3 clusters Score -2903688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Entering Unmasked Estep 
Score: -811265.187500 Penalty: 1472.850464
	Iteration 0F: 2 clusters Score -811265.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -804974.625000 Penalty: 2945.700928
	Iteration 0F: 3 clusters Score -804974.6 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -806909.562500 Penalty: 2945.700928
	Iteration 1F: 3 clusters Score -806909.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -807133.750000 Penalty: 2945.700928
	Iteration 2F: 3 clusters Score -807133.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -807295.375000 Penalty: 2945.700928
	Iteration 3Q: 3 clusters Score -807295.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -807455.750000 Penalty: 2945.700928
	Iteration 4Q: 3 clusters Score -807455.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -807626.250000 Penalty: 2945.700928
	Iteration 5Q: 3 clusters Score -807626.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -807816.125000 Penalty: 2945.700928
	Iteration 6Q: 3 clusters Score -807816.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -808020.687500 Penalty: 2945.700928
	Iteration 7Q: 3 clusters Score -808020.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -808268.750000 Penalty: 2945.700928
	Iteration 8Q: 3 clusters Score -808268.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -808545.375000 Penalty: 2945.700928
	Iteration 9Q: 3 clusters Score -808545.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -808849.937500 Penalty: 2945.700928
	Iteration 10Q: 3 clusters Score -808849.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -809129.750000 Penalty: 2945.700928
	Iteration 11Q: 3 clusters Score -809129.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -809349.687500 Penalty: 2945.700928
	Iteration 12Q: 3 clusters Score -809349.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -809506.750000 Penalty: 2945.700928
	Iteration 13Q: 3 clusters Score -809506.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -809598.500000 Penalty: 2945.700928
	Iteration 14Q: 3 clusters Score -809598.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -809655.187500 Penalty: 2945.700928
	Iteration 15Q: 3 clusters Score -809655.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -809692.625000 Penalty: 2945.700928
	Iteration 16Q: 3 clusters Score -809692.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -809718.375000 Penalty: 2945.700928
	Iteration 17Q: 3 clusters Score -809718.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -809742.625000 Penalty: 2945.700928
	Iteration 18Q: 3 clusters Score -809742.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -809761.437500 Penalty: 2945.700928
	Iteration 19Q: 3 clusters Score -809761.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -809775.250000 Penalty: 2945.700928
	Iteration 20F: 3 clusters Score -809775.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -809792.000000 Penalty: 2945.700928
	Iteration 21Q: 3 clusters Score -809792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -809804.750000 Penalty: 2945.700928
	Iteration 22Q: 3 clusters Score -809804.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -809814.062500 Penalty: 2945.700928
	Iteration 23Q: 3 clusters Score -809814.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -809821.562500 Penalty: 2945.700928
	Iteration 24Q: 3 clusters Score -809821.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -809827.000000 Penalty: 2945.700928
	Iteration 25Q: 3 clusters Score -809827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -809836.125000 Penalty: 2945.700928
	Iteration 26Q: 3 clusters Score -809836.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -809841.437500 Penalty: 2945.700928
	Iteration 27Q: 3 clusters Score -809841.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -809846.562500 Penalty: 2945.700928
	Iteration 28Q: 3 clusters Score -809846.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -809855.312500 Penalty: 2945.700928
	Iteration 29Q: 3 clusters Score -809855.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -809859.187500 Penalty: 2945.700928
	Iteration 30Q: 3 clusters Score -809859.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -809865.625000 Penalty: 2945.700928
	Iteration 31Q: 3 clusters Score -809865.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -809869.875000 Penalty: 2945.700928
	Iteration 32Q: 3 clusters Score -809869.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -809872.875000 Penalty: 2945.700928
	Iteration 33Q: 3 clusters Score -809872.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -809876.000000 Penalty: 2945.700928
	Iteration 34Q: 3 clusters Score -809876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -809879.437500 Penalty: 2945.700928
	Iteration 35Q: 3 clusters Score -809879.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -809883.062500 Penalty: 2945.700928
	Iteration 36Q: 3 clusters Score -809883.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -809883.875000 Penalty: 2945.700928
	Iteration 37Q: 3 clusters Score -809883.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -809886.437500 Penalty: 2945.700928
	Iteration 38Q: 3 clusters Score -809886.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -809888.062500 Penalty: 2945.700928
	Iteration 39Q: 3 clusters Score -809888.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -809889.875000 Penalty: 2945.700928
	Iteration 40F: 3 clusters Score -809889.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -809892.562500 Penalty: 2945.700928
	Iteration 41Q: 3 clusters Score -809892.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -809893.562500 Penalty: 2945.700928
	Iteration 42Q: 3 clusters Score -809893.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -809893.687500 Penalty: 2945.700928
	Iteration 43Q: 3 clusters Score -809893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -809893.375000 Penalty: 2945.700928
	Iteration 44Q: 3 clusters Score -809893.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -809894.250000 Penalty: 2945.700928
	Iteration 45Q: 3 clusters Score -809894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -809896.375000 Penalty: 2945.700928
	Iteration 46Q: 3 clusters Score -809896.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -809898.062500 Penalty: 2945.700928
	Iteration 47Q: 3 clusters Score -809898.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -809901.375000 Penalty: 2945.700928
	Iteration 48Q: 3 clusters Score -809901.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -809903.250000 Penalty: 2945.700928
	Iteration 49Q: 3 clusters Score -809903.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -809903.000000 Penalty: 2945.700928
	Iteration 50Q: 3 clusters Score -809903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -809903.062500 Penalty: 2945.700928
	Iteration 51Q: 3 clusters Score -809903.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -809905.375000 Penalty: 2945.700928
	Iteration 52Q: 3 clusters Score -809905.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -809909.437500 Penalty: 2945.700928
	Iteration 53Q: 3 clusters Score -809909.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -809908.937500 Penalty: 2945.700928
	Iteration 54Q: 3 clusters Score -809908.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -809908.250000 Penalty: 2945.700928
	Iteration 55Q: 3 clusters Score -809908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -809908.250000 Penalty: 2945.700928
	Iteration 56F: 3 clusters Score -809908.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -8589.003906 Penalty: 773.853271
	Iteration 0F: 2 clusters Score -8589.004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8004.800781 Penalty: 1547.706543
	Iteration 0F: 3 clusters Score -8004.801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8034.138672 Penalty: 1547.706543
	Iteration 1Q: 3 clusters Score -8034.139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8044.562988 Penalty: 1547.706543
	Iteration 2Q: 3 clusters Score -8044.563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8047.247559 Penalty: 1547.706543
	Iteration 3Q: 3 clusters Score -8047.248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8047.247559 Penalty: 1547.706543
	Iteration 4F: 3 clusters Score -8047.248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Entering Unmasked Estep 
Score: -4220707.000000 Penalty: 1736.191650
	Iteration 0F: 2 clusters Score -4220707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -4191393.000000 Penalty: 3472.383301
	Iteration 0F: 3 clusters Score -4191393 nChanged 20371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4203028.000000 Penalty: 3472.383301
	Iteration 1F: 3 clusters Score -4203028 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -4203665.000000 Penalty: 3472.383301
	Iteration 2Q: 3 clusters Score -4203665 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -4204431.500000 Penalty: 3472.383301
	Iteration 3Q: 3 clusters Score -4204432 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4205402.000000 Penalty: 3472.383301
	Iteration 4Q: 3 clusters Score -4205402 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -4206459.500000 Penalty: 3472.383301
	Iteration 5Q: 3 clusters Score -4206460 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4207777.000000 Penalty: 3472.383301
	Iteration 6F: 3 clusters Score -4207777 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -4209364.500000 Penalty: 3472.383301
	Iteration 7F: 3 clusters Score -4209364 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4211099.500000 Penalty: 3472.383301
	Iteration 8F: 3 clusters Score -4211100 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4213015.500000 Penalty: 3472.383301
	Iteration 9F: 3 clusters Score -4213016 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4214815.500000 Penalty: 3472.383301
	Iteration 10F: 3 clusters Score -4214816 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -4216231.500000 Penalty: 3472.383301
	Iteration 11Q: 3 clusters Score -4216232 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -4217296.000000 Penalty: 3472.383301
	Iteration 12Q: 3 clusters Score -4217296 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -4217995.500000 Penalty: 3472.383301
	Iteration 13Q: 3 clusters Score -4217996 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -4218398.500000 Penalty: 3472.383301
	Iteration 14Q: 3 clusters Score -4218398 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -4218644.500000 Penalty: 3472.383301
	Iteration 15Q: 3 clusters Score -4218644 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -4218849.000000 Penalty: 3472.383301
	Iteration 16Q: 3 clusters Score -4218849 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -4218959.500000 Penalty: 3472.383301
	Iteration 17Q: 3 clusters Score -4218960 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -4219045.000000 Penalty: 3472.383301
	Iteration 18Q: 3 clusters Score -4219045 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -4219099.000000 Penalty: 3472.383301
	Iteration 19Q: 3 clusters Score -4219099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -4219139.500000 Penalty: 3472.383301
	Iteration 20F: 3 clusters Score -4219140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -4219164.000000 Penalty: 3472.383301
	Iteration 21Q: 3 clusters Score -4219164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -4219174.000000 Penalty: 3472.383301
	Iteration 22Q: 3 clusters Score -4219174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -4219188.500000 Penalty: 3472.383301
	Iteration 23Q: 3 clusters Score -4219188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -4219198.500000 Penalty: 3472.383301
	Iteration 24Q: 3 clusters Score -4219198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -4219205.000000 Penalty: 3472.383301
	Iteration 25Q: 3 clusters Score -4219205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -4219208.500000 Penalty: 3472.383301
	Iteration 26Q: 3 clusters Score -4219208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -4219210.000000 Penalty: 3472.383301
	Iteration 27Q: 3 clusters Score -4219210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -4219209.500000 Penalty: 3472.383301
	Iteration 28Q: 3 clusters Score -4219210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -4219216.500000 Penalty: 3472.383301
	Iteration 29Q: 3 clusters Score -4219216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -4219221.000000 Penalty: 3472.383301
	Iteration 30Q: 3 clusters Score -4219221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -4219224.500000 Penalty: 3472.383301
	Iteration 31Q: 3 clusters Score -4219224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -4219230.000000 Penalty: 3472.383301
	Iteration 32Q: 3 clusters Score -4219230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -4219232.000000 Penalty: 3472.383301
	Iteration 33Q: 3 clusters Score -4219232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -4219234.500000 Penalty: 3472.383301
	Iteration 34Q: 3 clusters Score -4219234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -4219235.000000 Penalty: 3472.383301
	Iteration 35Q: 3 clusters Score -4219235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -4219235.000000 Penalty: 3472.383301
	Iteration 36F: 3 clusters Score -4219235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (96924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Entering Unmasked Estep 
Score: -9339025.000000 Penalty: 1865.773438
	Iteration 0F: 2 clusters Score -9339025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -9274312.000000 Penalty: 3731.546875
	Iteration 0F: 3 clusters Score -9274312 nChanged 46266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -9301532.000000 Penalty: 3731.546875
	Iteration 1F: 3 clusters Score -9301532 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -9302744.000000 Penalty: 3731.546875
	Iteration 2Q: 3 clusters Score -9302744 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -9304259.000000 Penalty: 3731.546875
	Iteration 3Q: 3 clusters Score -9304259 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -9306475.000000 Penalty: 3731.546875
	Iteration 4F: 3 clusters Score -9306475 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -9309628.000000 Penalty: 3731.546875
	Iteration 5F: 3 clusters Score -9309628 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -9314412.000000 Penalty: 3731.546875
	Iteration 6F: 3 clusters Score -9314412 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -9320515.000000 Penalty: 3731.546875
	Iteration 7F: 3 clusters Score -9320515 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -9326711.000000 Penalty: 3731.546875
	Iteration 8F: 3 clusters Score -9326711 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -9331022.000000 Penalty: 3731.546875
	Iteration 9Q: 3 clusters Score -9331022 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -9333331.000000 Penalty: 3731.546875
	Iteration 10Q: 3 clusters Score -9333331 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88634 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -9334962.000000 Penalty: 3731.546875
	Iteration 11Q: 3 clusters Score -9334962 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -9336151.000000 Penalty: 3731.546875
	Iteration 12Q: 3 clusters Score -9336151 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -9336944.000000 Penalty: 3731.546875
	Iteration 13Q: 3 clusters Score -9336944 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -9337378.000000 Penalty: 3731.546875
	Iteration 14Q: 3 clusters Score -9337378 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -9337728.000000 Penalty: 3731.546875
	Iteration 15Q: 3 clusters Score -9337728 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93340 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -9337998.000000 Penalty: 3731.546875
	Iteration 16Q: 3 clusters Score -9337998 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -9338156.000000 Penalty: 3731.546875
	Iteration 17Q: 3 clusters Score -9338156 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93979 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9338214.000000 Penalty: 3731.546875
	Iteration 18Q: 3 clusters Score -9338214 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -9338295.000000 Penalty: 3731.546875
	Iteration 19Q: 3 clusters Score -9338295 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94289 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9338337.000000 Penalty: 3731.546875
	Iteration 20F: 3 clusters Score -9338337 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -9338357.000000 Penalty: 3731.546875
	Iteration 21Q: 3 clusters Score -9338357 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9338379.000000 Penalty: 3731.546875
	Iteration 22Q: 3 clusters Score -9338379 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -9338413.000000 Penalty: 3731.546875
	Iteration 23Q: 3 clusters Score -9338413 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94635 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -9338432.000000 Penalty: 3731.546875
	Iteration 24Q: 3 clusters Score -9338432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9338431.000000 Penalty: 3731.546875
	Iteration 25Q: 3 clusters Score -9338431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94706 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9338427.000000 Penalty: 3731.546875
	Iteration 26Q: 3 clusters Score -9338427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9338442.000000 Penalty: 3731.546875
	Iteration 27Q: 3 clusters Score -9338442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -9338439.000000 Penalty: 3731.546875
	Iteration 28Q: 3 clusters Score -9338439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -9338456.000000 Penalty: 3731.546875
	Iteration 29Q: 3 clusters Score -9338456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94807 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9338463.000000 Penalty: 3731.546875
	Iteration 30Q: 3 clusters Score -9338463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9338464.000000 Penalty: 3731.546875
	Iteration 31Q: 3 clusters Score -9338464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94847 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9338469.000000 Penalty: 3731.546875
	Iteration 32Q: 3 clusters Score -9338469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94857 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -9338469.000000 Penalty: 3731.546875
	Iteration 33Q: 3 clusters Score -9338469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9338473.000000 Penalty: 3731.546875
	Iteration 34Q: 3 clusters Score -9338473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94869 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9338473.000000 Penalty: 3731.546875
	Iteration 35Q: 3 clusters Score -9338473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9338482.000000 Penalty: 3731.546875
	Iteration 36Q: 3 clusters Score -9338482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94880 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9338467.000000 Penalty: 3731.546875
	Iteration 37Q: 3 clusters Score -9338467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9338472.000000 Penalty: 3731.546875
	Iteration 38Q: 3 clusters Score -9338472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9338470.000000 Penalty: 3731.546875
	Iteration 39Q: 3 clusters Score -9338470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9338467.000000 Penalty: 3731.546875
	Iteration 40F: 3 clusters Score -9338467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -9338469.000000 Penalty: 3731.546875
	Iteration 41Q: 3 clusters Score -9338469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -9338469.000000 Penalty: 3731.546875
	Iteration 42F: 3 clusters Score -9338469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (71869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Entering Unmasked Estep 
Score: -6886225.000000 Penalty: 1817.172485
	Iteration 0F: 2 clusters Score -6886225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -6838278.500000 Penalty: 3634.344971
	Iteration 0F: 3 clusters Score -6838278 nChanged 34120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -6858859.500000 Penalty: 3634.344971
	Iteration 1F: 3 clusters Score -6858860 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -6860945.000000 Penalty: 3634.344971
	Iteration 2F: 3 clusters Score -6860945 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -6864065.000000 Penalty: 3634.344971
	Iteration 3F: 3 clusters Score -6864065 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -6868892.500000 Penalty: 3634.344971
	Iteration 4F: 3 clusters Score -6868892 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -6874577.500000 Penalty: 3634.344971
	Iteration 5F: 3 clusters Score -6874578 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -6879666.500000 Penalty: 3634.344971
	Iteration 6F: 3 clusters Score -6879666 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -6883029.000000 Penalty: 3634.344971
	Iteration 7Q: 3 clusters Score -6883029 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -6884348.500000 Penalty: 3634.344971
	Iteration 8Q: 3 clusters Score -6884348 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -6884715.000000 Penalty: 3634.344971
	Iteration 9Q: 3 clusters Score -6884715 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -6884889.000000 Penalty: 3634.344971
	Iteration 10Q: 3 clusters Score -6884889 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -6885016.500000 Penalty: 3634.344971
	Iteration 11Q: 3 clusters Score -6885016 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -6885043.000000 Penalty: 3634.344971
	Iteration 12Q: 3 clusters Score -6885043 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -6885097.500000 Penalty: 3634.344971
	Iteration 13Q: 3 clusters Score -6885098 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6885112.500000 Penalty: 3634.344971
	Iteration 14Q: 3 clusters Score -6885112 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6885134.500000 Penalty: 3634.344971
	Iteration 15Q: 3 clusters Score -6885134 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6885170.000000 Penalty: 3634.344971
	Iteration 16Q: 3 clusters Score -6885170 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6885195.000000 Penalty: 3634.344971
	Iteration 17Q: 3 clusters Score -6885195 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -6885214.500000 Penalty: 3634.344971
	Iteration 18Q: 3 clusters Score -6885214 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -6885239.500000 Penalty: 3634.344971
	Iteration 19Q: 3 clusters Score -6885240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6885231.000000 Penalty: 3634.344971
	Iteration 20F: 3 clusters Score -6885231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6885239.500000 Penalty: 3634.344971
	Iteration 21Q: 3 clusters Score -6885240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6885249.500000 Penalty: 3634.344971
	Iteration 22Q: 3 clusters Score -6885250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6885261.500000 Penalty: 3634.344971
	Iteration 23Q: 3 clusters Score -6885262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -6885263.500000 Penalty: 3634.344971
	Iteration 24Q: 3 clusters Score -6885264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6885289.000000 Penalty: 3634.344971
	Iteration 25Q: 3 clusters Score -6885289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6885289.000000 Penalty: 3634.344971
	Iteration 26Q: 3 clusters Score -6885289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6885298.000000 Penalty: 3634.344971
	Iteration 27Q: 3 clusters Score -6885298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -6885300.000000 Penalty: 3634.344971
	Iteration 28Q: 3 clusters Score -6885300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -6885300.500000 Penalty: 3634.344971
	Iteration 29Q: 3 clusters Score -6885300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6885310.500000 Penalty: 3634.344971
	Iteration 30Q: 3 clusters Score -6885310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -6885305.500000 Penalty: 3634.344971
	Iteration 31Q: 3 clusters Score -6885306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -6885307.500000 Penalty: 3634.344971
	Iteration 32Q: 3 clusters Score -6885308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6885312.500000 Penalty: 3634.344971
	Iteration 33Q: 3 clusters Score -6885312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6885306.500000 Penalty: 3634.344971
	Iteration 34Q: 3 clusters Score -6885306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6885320.500000 Penalty: 3634.344971
	Iteration 35Q: 3 clusters Score -6885320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69142 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6885320.000000 Penalty: 3634.344971
	Iteration 36Q: 3 clusters Score -6885320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -6885317.000000 Penalty: 3634.344971
	Iteration 37Q: 3 clusters Score -6885317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6885320.000000 Penalty: 3634.344971
	Iteration 38Q: 3 clusters Score -6885320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6885320.500000 Penalty: 3634.344971
	Iteration 39Q: 3 clusters Score -6885320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -6885317.500000 Penalty: 3634.344971
	Iteration 40F: 3 clusters Score -6885318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6885308.000000 Penalty: 3634.344971
	Iteration 41Q: 3 clusters Score -6885308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6885308.500000 Penalty: 3634.344971
	Iteration 42Q: 3 clusters Score -6885308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6885308.500000 Penalty: 3634.344971
	Iteration 43Q: 3 clusters Score -6885308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6885307.000000 Penalty: 3634.344971
	Iteration 44Q: 3 clusters Score -6885307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6885301.500000 Penalty: 3634.344971
	Iteration 45Q: 3 clusters Score -6885302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6885307.000000 Penalty: 3634.344971
	Iteration 46Q: 3 clusters Score -6885307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6885310.500000 Penalty: 3634.344971
	Iteration 47Q: 3 clusters Score -6885310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6885309.500000 Penalty: 3634.344971
	Iteration 48Q: 3 clusters Score -6885310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6885309.500000 Penalty: 3634.344971
	Iteration 49F: 3 clusters Score -6885310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Entering Unmasked Estep 
Score: -391247.500000 Penalty: 1350.482422
	Iteration 0F: 2 clusters Score -391247.5 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 2029 members 
Entering Unmasked Estep 
Score: -387846.000000 Penalty: 2700.964844
	Iteration 0F: 3 clusters Score -387846 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -388710.468750 Penalty: 2700.964844
	Iteration 1F: 3 clusters Score -388710.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -388852.875000 Penalty: 2700.964844
	Iteration 2F: 3 clusters Score -388852.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -388961.875000 Penalty: 2700.964844
	Iteration 3F: 3 clusters Score -388961.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -389058.562500 Penalty: 2700.964844
	Iteration 4Q: 3 clusters Score -389058.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -389145.000000 Penalty: 2700.964844
	Iteration 5Q: 3 clusters Score -389145 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -389214.812500 Penalty: 2700.964844
	Iteration 6Q: 3 clusters Score -389214.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -389285.968750 Penalty: 2700.964844
	Iteration 7Q: 3 clusters Score -389286 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -389364.437500 Penalty: 2700.964844
	Iteration 8Q: 3 clusters Score -389364.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -389460.750000 Penalty: 2700.964844
	Iteration 9Q: 3 clusters Score -389460.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -389568.812500 Penalty: 2700.964844
	Iteration 10Q: 3 clusters Score -389568.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -389679.625000 Penalty: 2700.964844
	Iteration 11Q: 3 clusters Score -389679.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -389798.718750 Penalty: 2700.964844
	Iteration 12Q: 3 clusters Score -389798.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -389909.593750 Penalty: 2700.964844
	Iteration 13Q: 3 clusters Score -389909.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -390002.218750 Penalty: 2700.964844
	Iteration 14Q: 3 clusters Score -390002.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -390067.968750 Penalty: 2700.964844
	Iteration 15Q: 3 clusters Score -390068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -390109.093750 Penalty: 2700.964844
	Iteration 16Q: 3 clusters Score -390109.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -390149.375000 Penalty: 2700.964844
	Iteration 17Q: 3 clusters Score -390149.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -390184.937500 Penalty: 2700.964844
	Iteration 18Q: 3 clusters Score -390184.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -390208.687500 Penalty: 2700.964844
	Iteration 19Q: 3 clusters Score -390208.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -390236.093750 Penalty: 2700.964844
	Iteration 20F: 3 clusters Score -390236.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -390248.437500 Penalty: 2700.964844
	Iteration 21Q: 3 clusters Score -390248.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -390256.187500 Penalty: 2700.964844
	Iteration 22Q: 3 clusters Score -390256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -390262.906250 Penalty: 2700.964844
	Iteration 23Q: 3 clusters Score -390262.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -390265.593750 Penalty: 2700.964844
	Iteration 24Q: 3 clusters Score -390265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -390267.687500 Penalty: 2700.964844
	Iteration 25Q: 3 clusters Score -390267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -390269.281250 Penalty: 2700.964844
	Iteration 26Q: 3 clusters Score -390269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -390270.093750 Penalty: 2700.964844
	Iteration 27Q: 3 clusters Score -390270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -390270.437500 Penalty: 2700.964844
	Iteration 28Q: 3 clusters Score -390270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -390273.125000 Penalty: 2700.964844
	Iteration 29Q: 3 clusters Score -390273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -390277.437500 Penalty: 2700.964844
	Iteration 30Q: 3 clusters Score -390277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -390278.468750 Penalty: 2700.964844
	Iteration 31Q: 3 clusters Score -390278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -390280.156250 Penalty: 2700.964844
	Iteration 32Q: 3 clusters Score -390280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -390282.156250 Penalty: 2700.964844
	Iteration 33Q: 3 clusters Score -390282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -390282.218750 Penalty: 2700.964844
	Iteration 34Q: 3 clusters Score -390282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -390283.906250 Penalty: 2700.964844
	Iteration 35Q: 3 clusters Score -390283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -390284.093750 Penalty: 2700.964844
	Iteration 36Q: 3 clusters Score -390284.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -390285.312500 Penalty: 2700.964844
	Iteration 37Q: 3 clusters Score -390285.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -390286.125000 Penalty: 2700.964844
	Iteration 38Q: 3 clusters Score -390286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -390286.812500 Penalty: 2700.964844
	Iteration 39Q: 3 clusters Score -390286.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -390287.281250 Penalty: 2700.964844
	Iteration 40F: 3 clusters Score -390287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -390288.593750 Penalty: 2700.964844
	Iteration 41Q: 3 clusters Score -390288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -390290.093750 Penalty: 2700.964844
	Iteration 42Q: 3 clusters Score -390290.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -390290.093750 Penalty: 2700.964844
	Iteration 43F: 3 clusters Score -390290.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -586458.437500 Penalty: 1419.418335
	Iteration 0F: 2 clusters Score -586458.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -581667.250000 Penalty: 2838.836670
	Iteration 0F: 3 clusters Score -581667.2 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -582994.625000 Penalty: 2838.836670
	Iteration 1F: 3 clusters Score -582994.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -583173.875000 Penalty: 2838.836670
	Iteration 2F: 3 clusters Score -583173.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -583316.000000 Penalty: 2838.836670
	Iteration 3F: 3 clusters Score -583316 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -583430.250000 Penalty: 2838.836670
	Iteration 4Q: 3 clusters Score -583430.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -583540.312500 Penalty: 2838.836670
	Iteration 5Q: 3 clusters Score -583540.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -583657.750000 Penalty: 2838.836670
	Iteration 6Q: 3 clusters Score -583657.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -583778.750000 Penalty: 2838.836670
	Iteration 7Q: 3 clusters Score -583778.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -583927.000000 Penalty: 2838.836670
	Iteration 8Q: 3 clusters Score -583927 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -584089.750000 Penalty: 2838.836670
	Iteration 9Q: 3 clusters Score -584089.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -584281.875000 Penalty: 2838.836670
	Iteration 10Q: 3 clusters Score -584281.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -584487.750000 Penalty: 2838.836670
	Iteration 11Q: 3 clusters Score -584487.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -584675.875000 Penalty: 2838.836670
	Iteration 12Q: 3 clusters Score -584675.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -584835.500000 Penalty: 2838.836670
	Iteration 13Q: 3 clusters Score -584835.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -584940.250000 Penalty: 2838.836670
	Iteration 14Q: 3 clusters Score -584940.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -585022.937500 Penalty: 2838.836670
	Iteration 15Q: 3 clusters Score -585022.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -585087.062500 Penalty: 2838.836670
	Iteration 16Q: 3 clusters Score -585087.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -585134.500000 Penalty: 2838.836670
	Iteration 17Q: 3 clusters Score -585134.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -585175.062500 Penalty: 2838.836670
	Iteration 18Q: 3 clusters Score -585175.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -585203.500000 Penalty: 2838.836670
	Iteration 19Q: 3 clusters Score -585203.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -585223.500000 Penalty: 2838.836670
	Iteration 20F: 3 clusters Score -585223.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -585232.625000 Penalty: 2838.836670
	Iteration 21Q: 3 clusters Score -585232.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -585238.812500 Penalty: 2838.836670
	Iteration 22Q: 3 clusters Score -585238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -585241.187500 Penalty: 2838.836670
	Iteration 23Q: 3 clusters Score -585241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -585243.500000 Penalty: 2838.836670
	Iteration 24Q: 3 clusters Score -585243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -585247.062500 Penalty: 2838.836670
	Iteration 25Q: 3 clusters Score -585247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -585248.125000 Penalty: 2838.836670
	Iteration 26Q: 3 clusters Score -585248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -585249.500000 Penalty: 2838.836670
	Iteration 27Q: 3 clusters Score -585249.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -585249.500000 Penalty: 2838.836670
	Iteration 28F: 3 clusters Score -585249.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Entering Unmasked Estep 
Score: -1376183.125000 Penalty: 1554.529419
	Iteration 0F: 2 clusters Score -1376183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1366188.000000 Penalty: 3109.058838
	Iteration 0F: 3 clusters Score -1366188 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1369633.000000 Penalty: 3109.058838
	Iteration 1F: 3 clusters Score -1369633 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1369970.000000 Penalty: 3109.058838
	Iteration 2F: 3 clusters Score -1369970 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1370247.125000 Penalty: 3109.058838
	Iteration 3Q: 3 clusters Score -1370247 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1370534.000000 Penalty: 3109.058838
	Iteration 4Q: 3 clusters Score -1370534 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1370816.000000 Penalty: 3109.058838
	Iteration 5Q: 3 clusters Score -1370816 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1371136.625000 Penalty: 3109.058838
	Iteration 6Q: 3 clusters Score -1371137 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1371520.875000 Penalty: 3109.058838
	Iteration 7Q: 3 clusters Score -1371521 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1371956.750000 Penalty: 3109.058838
	Iteration 8Q: 3 clusters Score -1371957 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1372372.000000 Penalty: 3109.058838
	Iteration 9Q: 3 clusters Score -1372372 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1372682.000000 Penalty: 3109.058838
	Iteration 10Q: 3 clusters Score -1372682 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1372894.125000 Penalty: 3109.058838
	Iteration 11Q: 3 clusters Score -1372894 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1373021.625000 Penalty: 3109.058838
	Iteration 12Q: 3 clusters Score -1373022 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1373126.750000 Penalty: 3109.058838
	Iteration 13Q: 3 clusters Score -1373127 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1373192.375000 Penalty: 3109.058838
	Iteration 14Q: 3 clusters Score -1373192 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1373238.875000 Penalty: 3109.058838
	Iteration 15Q: 3 clusters Score -1373239 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1373276.375000 Penalty: 3109.058838
	Iteration 16Q: 3 clusters Score -1373276 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1373306.000000 Penalty: 3109.058838
	Iteration 17Q: 3 clusters Score -1373306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1373339.875000 Penalty: 3109.058838
	Iteration 18Q: 3 clusters Score -1373340 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1373378.875000 Penalty: 3109.058838
	Iteration 19Q: 3 clusters Score -1373379 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1373421.375000 Penalty: 3109.058838
	Iteration 20F: 3 clusters Score -1373421 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1373469.375000 Penalty: 3109.058838
	Iteration 21Q: 3 clusters Score -1373469 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1373507.000000 Penalty: 3109.058838
	Iteration 22Q: 3 clusters Score -1373507 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1373543.625000 Penalty: 3109.058838
	Iteration 23Q: 3 clusters Score -1373544 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1373590.500000 Penalty: 3109.058838
	Iteration 24Q: 3 clusters Score -1373590 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1373633.875000 Penalty: 3109.058838
	Iteration 25Q: 3 clusters Score -1373634 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1373682.000000 Penalty: 3109.058838
	Iteration 26Q: 3 clusters Score -1373682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1373736.875000 Penalty: 3109.058838
	Iteration 27Q: 3 clusters Score -1373737 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1373786.875000 Penalty: 3109.058838
	Iteration 28Q: 3 clusters Score -1373787 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1373856.125000 Penalty: 3109.058838
	Iteration 29Q: 3 clusters Score -1373856 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1373922.625000 Penalty: 3109.058838
	Iteration 30Q: 3 clusters Score -1373923 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1373979.250000 Penalty: 3109.058838
	Iteration 31Q: 3 clusters Score -1373979 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1374032.250000 Penalty: 3109.058838
	Iteration 32Q: 3 clusters Score -1374032 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1374093.125000 Penalty: 3109.058838
	Iteration 33Q: 3 clusters Score -1374093 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1374145.375000 Penalty: 3109.058838
	Iteration 34Q: 3 clusters Score -1374145 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1374201.750000 Penalty: 3109.058838
	Iteration 35Q: 3 clusters Score -1374202 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1374248.125000 Penalty: 3109.058838
	Iteration 36Q: 3 clusters Score -1374248 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1374302.000000 Penalty: 3109.058838
	Iteration 37Q: 3 clusters Score -1374302 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1374356.125000 Penalty: 3109.058838
	Iteration 38Q: 3 clusters Score -1374356 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1374409.375000 Penalty: 3109.058838
	Iteration 39Q: 3 clusters Score -1374409 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1374459.125000 Penalty: 3109.058838
	Iteration 40F: 3 clusters Score -1374459 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1374512.125000 Penalty: 3109.058838
	Iteration 41Q: 3 clusters Score -1374512 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1374561.000000 Penalty: 3109.058838
	Iteration 42Q: 3 clusters Score -1374561 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1374623.875000 Penalty: 3109.058838
	Iteration 43Q: 3 clusters Score -1374624 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1374674.500000 Penalty: 3109.058838
	Iteration 44Q: 3 clusters Score -1374674 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1374726.000000 Penalty: 3109.058838
	Iteration 45Q: 3 clusters Score -1374726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1374768.750000 Penalty: 3109.058838
	Iteration 46Q: 3 clusters Score -1374769 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1374798.875000 Penalty: 3109.058838
	Iteration 47Q: 3 clusters Score -1374799 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1374821.250000 Penalty: 3109.058838
	Iteration 48Q: 3 clusters Score -1374821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1374838.625000 Penalty: 3109.058838
	Iteration 49Q: 3 clusters Score -1374839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1374852.250000 Penalty: 3109.058838
	Iteration 50Q: 3 clusters Score -1374852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1374863.375000 Penalty: 3109.058838
	Iteration 51Q: 3 clusters Score -1374863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1374870.250000 Penalty: 3109.058838
	Iteration 52Q: 3 clusters Score -1374870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1374880.500000 Penalty: 3109.058838
	Iteration 53Q: 3 clusters Score -1374880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1374880.250000 Penalty: 3109.058838
	Iteration 54Q: 3 clusters Score -1374880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1374882.875000 Penalty: 3109.058838
	Iteration 55Q: 3 clusters Score -1374883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1374886.625000 Penalty: 3109.058838
	Iteration 56Q: 3 clusters Score -1374887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1374889.250000 Penalty: 3109.058838
	Iteration 57Q: 3 clusters Score -1374889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1374892.375000 Penalty: 3109.058838
	Iteration 58Q: 3 clusters Score -1374892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1374895.375000 Penalty: 3109.058838
	Iteration 59Q: 3 clusters Score -1374895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1374899.125000 Penalty: 3109.058838
	Iteration 60F: 3 clusters Score -1374899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1374901.500000 Penalty: 3109.058838
	Iteration 61Q: 3 clusters Score -1374902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1374907.750000 Penalty: 3109.058838
	Iteration 62Q: 3 clusters Score -1374908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1374908.625000 Penalty: 3109.058838
	Iteration 63Q: 3 clusters Score -1374909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1374910.375000 Penalty: 3109.058838
	Iteration 64Q: 3 clusters Score -1374910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1374909.500000 Penalty: 3109.058838
	Iteration 65Q: 3 clusters Score -1374910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1374909.750000 Penalty: 3109.058838
	Iteration 66Q: 3 clusters Score -1374910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1374910.625000 Penalty: 3109.058838
	Iteration 67Q: 3 clusters Score -1374911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1374910.250000 Penalty: 3109.058838
	Iteration 68Q: 3 clusters Score -1374910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1374906.375000 Penalty: 3109.058838
	Iteration 69Q: 3 clusters Score -1374906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1374908.125000 Penalty: 3109.058838
	Iteration 70Q: 3 clusters Score -1374908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1374909.375000 Penalty: 3109.058838
	Iteration 71Q: 3 clusters Score -1374909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1374909.375000 Penalty: 3109.058838
	Iteration 72F: 3 clusters Score -1374909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (43728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Entering Unmasked Estep 
Score: -4225704.500000 Penalty: 1736.433472
	Iteration 0F: 2 clusters Score -4225704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -4196213.000000 Penalty: 3472.866943
	Iteration 0F: 3 clusters Score -4196213 nChanged 20619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -4208353.500000 Penalty: 3472.866943
	Iteration 1F: 3 clusters Score -4208354 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4209538.000000 Penalty: 3472.866943
	Iteration 2F: 3 clusters Score -4209538 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4211202.500000 Penalty: 3472.866943
	Iteration 3F: 3 clusters Score -4211202 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4213326.000000 Penalty: 3472.866943
	Iteration 4F: 3 clusters Score -4213326 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -4215280.500000 Penalty: 3472.866943
	Iteration 5F: 3 clusters Score -4215280 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -4217013.000000 Penalty: 3472.866943
	Iteration 6F: 3 clusters Score -4217013 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4218379.000000 Penalty: 3472.866943
	Iteration 7Q: 3 clusters Score -4218379 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4219595.500000 Penalty: 3472.866943
	Iteration 8Q: 3 clusters Score -4219596 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -4220560.000000 Penalty: 3472.866943
	Iteration 9Q: 3 clusters Score -4220560 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -4221183.500000 Penalty: 3472.866943
	Iteration 10Q: 3 clusters Score -4221184 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4221576.500000 Penalty: 3472.866943
	Iteration 11Q: 3 clusters Score -4221576 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -4221870.000000 Penalty: 3472.866943
	Iteration 12Q: 3 clusters Score -4221870 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -4222072.500000 Penalty: 3472.866943
	Iteration 13Q: 3 clusters Score -4222072 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -4222235.500000 Penalty: 3472.866943
	Iteration 14Q: 3 clusters Score -4222236 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4222347.000000 Penalty: 3472.866943
	Iteration 15Q: 3 clusters Score -4222347 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -4222442.500000 Penalty: 3472.866943
	Iteration 16Q: 3 clusters Score -4222442 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4222530.500000 Penalty: 3472.866943
	Iteration 17Q: 3 clusters Score -4222530 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -4222608.500000 Penalty: 3472.866943
	Iteration 18Q: 3 clusters Score -4222608 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -4222675.000000 Penalty: 3472.866943
	Iteration 19Q: 3 clusters Score -4222675 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4222743.000000 Penalty: 3472.866943
	Iteration 20F: 3 clusters Score -4222743 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -4222792.000000 Penalty: 3472.866943
	Iteration 21Q: 3 clusters Score -4222792 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -4222843.000000 Penalty: 3472.866943
	Iteration 22Q: 3 clusters Score -4222843 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -4222893.000000 Penalty: 3472.866943
	Iteration 23Q: 3 clusters Score -4222893 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -4222935.500000 Penalty: 3472.866943
	Iteration 24Q: 3 clusters Score -4222936 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -4222984.500000 Penalty: 3472.866943
	Iteration 25Q: 3 clusters Score -4222984 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -4223033.000000 Penalty: 3472.866943
	Iteration 26Q: 3 clusters Score -4223033 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -4223052.500000 Penalty: 3472.866943
	Iteration 27Q: 3 clusters Score -4223052 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -4223082.500000 Penalty: 3472.866943
	Iteration 28Q: 3 clusters Score -4223082 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -4223111.500000 Penalty: 3472.866943
	Iteration 29Q: 3 clusters Score -4223112 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -4223147.000000 Penalty: 3472.866943
	Iteration 30Q: 3 clusters Score -4223147 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -4223184.000000 Penalty: 3472.866943
	Iteration 31Q: 3 clusters Score -4223184 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -4223211.500000 Penalty: 3472.866943
	Iteration 32Q: 3 clusters Score -4223212 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -4223236.500000 Penalty: 3472.866943
	Iteration 33Q: 3 clusters Score -4223236 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -4223278.000000 Penalty: 3472.866943
	Iteration 34Q: 3 clusters Score -4223278 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -4223295.000000 Penalty: 3472.866943
	Iteration 35Q: 3 clusters Score -4223295 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -4223320.500000 Penalty: 3472.866943
	Iteration 36Q: 3 clusters Score -4223320 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -4223359.000000 Penalty: 3472.866943
	Iteration 37Q: 3 clusters Score -4223359 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -4223402.500000 Penalty: 3472.866943
	Iteration 38Q: 3 clusters Score -4223402 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -4223456.500000 Penalty: 3472.866943
	Iteration 39Q: 3 clusters Score -4223456 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -4223482.000000 Penalty: 3472.866943
	Iteration 40F: 3 clusters Score -4223482 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -4223517.000000 Penalty: 3472.866943
	Iteration 41Q: 3 clusters Score -4223517 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -4223561.000000 Penalty: 3472.866943
	Iteration 42Q: 3 clusters Score -4223561 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -4223588.000000 Penalty: 3472.866943
	Iteration 43Q: 3 clusters Score -4223588 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -4223624.000000 Penalty: 3472.866943
	Iteration 44Q: 3 clusters Score -4223624 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -4223669.000000 Penalty: 3472.866943
	Iteration 45Q: 3 clusters Score -4223669 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4223702.500000 Penalty: 3472.866943
	Iteration 46Q: 3 clusters Score -4223702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -4223728.500000 Penalty: 3472.866943
	Iteration 47Q: 3 clusters Score -4223728 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -4223775.500000 Penalty: 3472.866943
	Iteration 48Q: 3 clusters Score -4223776 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -4223810.000000 Penalty: 3472.866943
	Iteration 49Q: 3 clusters Score -4223810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -4223842.000000 Penalty: 3472.866943
	Iteration 50Q: 3 clusters Score -4223842 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -4223886.000000 Penalty: 3472.866943
	Iteration 51Q: 3 clusters Score -4223886 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -4223896.500000 Penalty: 3472.866943
	Iteration 52Q: 3 clusters Score -4223896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -4223915.000000 Penalty: 3472.866943
	Iteration 53Q: 3 clusters Score -4223915 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -4223948.500000 Penalty: 3472.866943
	Iteration 54Q: 3 clusters Score -4223948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -4223979.500000 Penalty: 3472.866943
	Iteration 55Q: 3 clusters Score -4223980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -4223997.500000 Penalty: 3472.866943
	Iteration 56Q: 3 clusters Score -4223998 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -4224028.000000 Penalty: 3472.866943
	Iteration 57Q: 3 clusters Score -4224028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -4224037.000000 Penalty: 3472.866943
	Iteration 58Q: 3 clusters Score -4224037 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -4224064.000000 Penalty: 3472.866943
	Iteration 59Q: 3 clusters Score -4224064 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -4224079.500000 Penalty: 3472.866943
	Iteration 60F: 3 clusters Score -4224080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -4224104.500000 Penalty: 3472.866943
	Iteration 61Q: 3 clusters Score -4224104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -4224131.000000 Penalty: 3472.866943
	Iteration 62Q: 3 clusters Score -4224131 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -4224161.000000 Penalty: 3472.866943
	Iteration 63Q: 3 clusters Score -4224161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -4224183.000000 Penalty: 3472.866943
	Iteration 64Q: 3 clusters Score -4224183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -4224201.500000 Penalty: 3472.866943
	Iteration 65Q: 3 clusters Score -4224202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -4224224.000000 Penalty: 3472.866943
	Iteration 66Q: 3 clusters Score -4224224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -4224243.500000 Penalty: 3472.866943
	Iteration 67Q: 3 clusters Score -4224244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -4224243.000000 Penalty: 3472.866943
	Iteration 68Q: 3 clusters Score -4224243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -4224268.500000 Penalty: 3472.866943
	Iteration 69Q: 3 clusters Score -4224268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -4224272.000000 Penalty: 3472.866943
	Iteration 70Q: 3 clusters Score -4224272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -4224276.000000 Penalty: 3472.866943
	Iteration 71Q: 3 clusters Score -4224276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -4224279.000000 Penalty: 3472.866943
	Iteration 72Q: 3 clusters Score -4224279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -4224286.000000 Penalty: 3472.866943
	Iteration 73Q: 3 clusters Score -4224286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -4224282.500000 Penalty: 3472.866943
	Iteration 74Q: 3 clusters Score -4224282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -4224288.000000 Penalty: 3472.866943
	Iteration 75Q: 3 clusters Score -4224288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -4224291.500000 Penalty: 3472.866943
	Iteration 76Q: 3 clusters Score -4224292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -4224295.000000 Penalty: 3472.866943
	Iteration 77Q: 3 clusters Score -4224295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -4224300.500000 Penalty: 3472.866943
	Iteration 78Q: 3 clusters Score -4224300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -4224307.000000 Penalty: 3472.866943
	Iteration 79Q: 3 clusters Score -4224307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -4224306.500000 Penalty: 3472.866943
	Iteration 80F: 3 clusters Score -4224306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -4224309.000000 Penalty: 3472.866943
	Iteration 81Q: 3 clusters Score -4224309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -4224316.000000 Penalty: 3472.866943
	Iteration 82Q: 3 clusters Score -4224316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -4224313.500000 Penalty: 3472.866943
	Iteration 83Q: 3 clusters Score -4224314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -4224313.000000 Penalty: 3472.866943
	Iteration 84Q: 3 clusters Score -4224313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -4224319.000000 Penalty: 3472.866943
	Iteration 85Q: 3 clusters Score -4224319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -4224313.500000 Penalty: 3472.866943
	Iteration 86Q: 3 clusters Score -4224314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -4224313.000000 Penalty: 3472.866943
	Iteration 87Q: 3 clusters Score -4224313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -4224316.000000 Penalty: 3472.866943
	Iteration 88Q: 3 clusters Score -4224316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -4224321.500000 Penalty: 3472.866943
	Iteration 89Q: 3 clusters Score -4224322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -4224323.000000 Penalty: 3472.866943
	Iteration 90Q: 3 clusters Score -4224323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -4224321.500000 Penalty: 3472.866943
	Iteration 91Q: 3 clusters Score -4224322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -4224327.500000 Penalty: 3472.866943
	Iteration 92Q: 3 clusters Score -4224328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -4224341.500000 Penalty: 3472.866943
	Iteration 93Q: 3 clusters Score -4224342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -4224347.500000 Penalty: 3472.866943
	Iteration 94Q: 3 clusters Score -4224348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -4224352.500000 Penalty: 3472.866943
	Iteration 95Q: 3 clusters Score -4224352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -4224356.500000 Penalty: 3472.866943
	Iteration 96Q: 3 clusters Score -4224356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -4224358.500000 Penalty: 3472.866943
	Iteration 97Q: 3 clusters Score -4224358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -4224366.500000 Penalty: 3472.866943
	Iteration 98Q: 3 clusters Score -4224366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -4224364.000000 Penalty: 3472.866943
	Iteration 99Q: 3 clusters Score -4224364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -4224364.500000 Penalty: 3472.866943
	Iteration 100F: 3 clusters Score -4224364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -4224367.500000 Penalty: 3472.866943
	Iteration 101Q: 3 clusters Score -4224368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -4224367.000000 Penalty: 3472.866943
	Iteration 102Q: 3 clusters Score -4224367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -4224369.000000 Penalty: 3472.866943
	Iteration 103Q: 3 clusters Score -4224369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -4224369.000000 Penalty: 3472.866943
	Iteration 104F: 3 clusters Score -4224369 nChanged 0
--- Evaluating fit on full set of 1442918 points ---
Entering Unmasked Estep 
Score: -134558496.000000 Penalty: 59919.703125
22->27 Clusters: Score -134558496.000000, best is -134580384.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 480972 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 21602 members 
Mstep: Class 3 contains 21736 members 
Mstep: Class 4 contains 21876 members 
Mstep: Class 5 contains 21781 members 
Mstep: Class 6 contains 21725 members 
Mstep: Class 7 contains 22000 members 
Mstep: Class 8 contains 21769 members 
Mstep: Class 9 contains 21891 members 
Mstep: Class 10 contains 21912 members 
Mstep: Class 11 contains 22098 members 
Mstep: Class 12 contains 22151 members 
Mstep: Class 13 contains 22028 members 
Mstep: Class 14 contains 21771 members 
Mstep: Class 15 contains 21906 members 
Mstep: Class 16 contains 21664 members 
Mstep: Class 17 contains 21769 members 
Mstep: Class 18 contains 21805 members 
Mstep: Class 19 contains 22123 members 
Mstep: Class 20 contains 21972 members 
Mstep: Class 21 contains 21772 members 
Mstep: Class 22 contains 21858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 539.562622 but Gain 2126.078125
Score: -42377292.000000 Penalty: 44647.664062
Iteration 0F: 22 clusters Score -4.237729e+07 nChanged 454966
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 15773 members 
Mstep: Class 3 contains 24126 members 
Mstep: Class 4 contains 18047 members 
Mstep: Class 5 contains 21426 members 
Mstep: Class 6 contains 19296 members 
Mstep: Class 7 contains 16123 members 
Mstep: Class 8 contains 21195 members 
Mstep: Class 9 contains 14661 members 
Mstep: Class 10 contains 26754 members 
Mstep: Class 11 contains 26641 members 
Mstep: Class 12 contains 19706 members 
Mstep: Class 13 contains 40201 members 
Mstep: Class 14 contains 12266 members 
Mstep: Class 15 contains 21293 members 
Mstep: Class 17 contains 26073 members 
Mstep: Class 18 contains 29394 members 
Mstep: Class 19 contains 18841 members 
Mstep: Class 20 contains 40110 members 
Mstep: Class 21 contains 24491 members 
Mstep: Class 22 contains 23542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43649060.000000 Penalty: 44647.664062
Iteration 1F: 22 clusters Score -4.364906e+07 nChanged 172951
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 16133 members 
Mstep: Class 3 contains 25480 members 
Mstep: Class 4 contains 15814 members 
Mstep: Class 5 contains 20509 members 
Mstep: Class 6 contains 15817 members 
Mstep: Class 7 contains 12855 members 
Mstep: Class 8 contains 20717 members 
Mstep: Class 9 contains 10589 members 
Mstep: Class 10 contains 28922 members 
Mstep: Class 11 contains 19556 members 
Mstep: Class 12 contains 17060 members 
Mstep: Class 13 contains 32952 members 
Mstep: Class 14 contains 9310 members 
Mstep: Class 15 contains 20447 members 
Mstep: Class 17 contains 26120 members 
Mstep: Class 18 contains 41631 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 53739 members 
Mstep: Class 21 contains 27852 members 
Mstep: Class 22 contains 26367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44003696.000000 Penalty: 44647.664062
Iteration 2F: 22 clusters Score -4.40037e+07 nChanged 132521
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 16495 members 
Mstep: Class 3 contains 23106 members 
Mstep: Class 4 contains 11584 members 
Mstep: Class 5 contains 25792 members 
Mstep: Class 6 contains 15836 members 
Mstep: Class 7 contains 10772 members 
Mstep: Class 8 contains 17647 members 
Mstep: Class 9 contains 8283 members 
Mstep: Class 10 contains 36840 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 18127 members 
Mstep: Class 13 contains 23509 members 
Mstep: Class 14 contains 10261 members 
Mstep: Class 15 contains 22730 members 
Mstep: Class 17 contains 20687 members 
Mstep: Class 18 contains 46010 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 59346 members 
Mstep: Class 21 contains 35812 members 
Mstep: Class 22 contains 31237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44239176.000000 Penalty: 44647.664062
Iteration 3F: 22 clusters Score -4.423918e+07 nChanged 110040
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 16562 members 
Mstep: Class 3 contains 18153 members 
Mstep: Class 4 contains 7479 members 
Mstep: Class 5 contains 31499 members 
Mstep: Class 6 contains 16469 members 
Mstep: Class 7 contains 9566 members 
Mstep: Class 8 contains 14609 members 
Mstep: Class 9 contains 7093 members 
Mstep: Class 10 contains 51558 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 18246 members 
Mstep: Class 13 contains 16321 members 
Mstep: Class 14 contains 12250 members 
Mstep: Class 15 contains 27036 members 
Mstep: Class 17 contains 13352 members 
Mstep: Class 18 contains 43003 members 
Mstep: Class 19 contains 6671 members 
Mstep: Class 20 contains 61613 members 
Mstep: Class 21 contains 46328 members 
Mstep: Class 22 contains 35896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44378152.000000 Penalty: 44647.664062
Iteration 4F: 22 clusters Score -4.437815e+07 nChanged 86232
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 16515 members 
Mstep: Class 3 contains 12835 members 
Mstep: Class 4 contains 4529 members 
Mstep: Class 5 contains 33281 members 
Mstep: Class 6 contains 16568 members 
Mstep: Class 7 contains 9871 members 
Mstep: Class 8 contains 13249 members 
Mstep: Class 9 contains 5715 members 
Mstep: Class 10 contains 65583 members 
Mstep: Class 11 contains 7782 members 
Mstep: Class 12 contains 17926 members 
Mstep: Class 13 contains 12101 members 
Mstep: Class 14 contains 13638 members 
Mstep: Class 15 contains 30648 members 
Mstep: Class 17 contains 7620 members 
Mstep: Class 18 contains 36525 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 67011 members 
Mstep: Class 21 contains 54100 members 
Mstep: Class 22 contains 38727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44485540.000000 Penalty: 44647.664062
Iteration 5F: 22 clusters Score -4.448554e+07 nChanged 70967
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 16494 members 
Mstep: Class 3 contains 8542 members 
Mstep: Class 4 contains 2686 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 16244 members 
Mstep: Class 7 contains 10642 members 
Mstep: Class 8 contains 14141 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 76368 members 
Mstep: Class 11 contains 6437 members 
Mstep: Class 12 contains 18356 members 
Mstep: Class 13 contains 9286 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 32952 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 27462 members 
Mstep: Class 19 contains 2656 members 
Mstep: Class 20 contains 76550 members 
Mstep: Class 21 contains 58039 members 
Mstep: Class 22 contains 38403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1722.146118 but Gain 2126.078125
Score: -44573944.000000 Penalty: 42521.585938
Iteration 6F: 21 clusters Score -4.457394e+07 nChanged 59143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 16324 members 
Mstep: Class 3 contains 6334 members 
Mstep: Class 5 contains 29607 members 
Mstep: Class 6 contains 15449 members 
Mstep: Class 7 contains 11198 members 
Mstep: Class 8 contains 16992 members 
Mstep: Class 9 contains 4275 members 
Mstep: Class 10 contains 84090 members 
Mstep: Class 11 contains 5674 members 
Mstep: Class 12 contains 19377 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 15447 members 
Mstep: Class 15 contains 33920 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 18501 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 20 contains 87592 members 
Mstep: Class 21 contains 57907 members 
Mstep: Class 22 contains 36234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1196.948853 but Gain 2126.078125
Score: -44631568.000000 Penalty: 40395.507812
Iteration 7F: 20 clusters Score -4.463157e+07 nChanged 45110
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 15718 members 
Mstep: Class 3 contains 5467 members 
Mstep: Class 5 contains 27194 members 
Mstep: Class 6 contains 14245 members 
Mstep: Class 7 contains 11746 members 
Mstep: Class 8 contains 19896 members 
Mstep: Class 9 contains 3977 members 
Mstep: Class 10 contains 89760 members 
Mstep: Class 11 contains 5280 members 
Mstep: Class 12 contains 20577 members 
Mstep: Class 13 contains 6373 members 
Mstep: Class 14 contains 16039 members 
Mstep: Class 15 contains 34036 members 
Mstep: Class 18 contains 12453 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 94860 members 
Mstep: Class 21 contains 55325 members 
Mstep: Class 22 contains 34271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44668496.000000 Penalty: 40395.507812
Iteration 8F: 20 clusters Score -4.46685e+07 nChanged 33277
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 14968 members 
Mstep: Class 3 contains 5282 members 
Mstep: Class 5 contains 24905 members 
Mstep: Class 6 contains 12665 members 
Mstep: Class 7 contains 12307 members 
Mstep: Class 8 contains 22407 members 
Mstep: Class 9 contains 3720 members 
Mstep: Class 10 contains 94501 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 21675 members 
Mstep: Class 13 contains 5660 members 
Mstep: Class 14 contains 16519 members 
Mstep: Class 15 contains 34143 members 
Mstep: Class 18 contains 9446 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 98762 members 
Mstep: Class 21 contains 51408 members 
Mstep: Class 22 contains 32603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44693148.000000 Penalty: 40395.507812
Iteration 9F: 20 clusters Score -4.469315e+07 nChanged 26595
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 14286 members 
Mstep: Class 3 contains 5595 members 
Mstep: Class 5 contains 22994 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 13029 members 
Mstep: Class 8 contains 24407 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 98278 members 
Mstep: Class 11 contains 5038 members 
Mstep: Class 12 contains 22549 members 
Mstep: Class 13 contains 5121 members 
Mstep: Class 14 contains 17131 members 
Mstep: Class 15 contains 33795 members 
Mstep: Class 18 contains 8820 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 100934 members 
Mstep: Class 21 contains 47450 members 
Mstep: Class 22 contains 31108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44712440.000000 Penalty: 40395.507812
Iteration 10F: 20 clusters Score -4.471244e+07 nChanged 22382
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 13676 members 
Mstep: Class 3 contains 6131 members 
Mstep: Class 5 contains 21487 members 
Mstep: Class 6 contains 9153 members 
Mstep: Class 7 contains 13947 members 
Mstep: Class 8 contains 26133 members 
Mstep: Class 9 contains 3363 members 
Mstep: Class 10 contains 100901 members 
Mstep: Class 11 contains 5015 members 
Mstep: Class 12 contains 23132 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 17771 members 
Mstep: Class 15 contains 32883 members 
Mstep: Class 18 contains 9690 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 102232 members 
Mstep: Class 21 contains 43589 members 
Mstep: Class 22 contains 29836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44727052.000000 Penalty: 40395.507812
Iteration 11Q: 20 clusters Score -4.472705e+07 nChanged 19139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 6438 members 
Mstep: Class 5 contains 20249 members 
Mstep: Class 6 contains 7804 members 
Mstep: Class 7 contains 15067 members 
Mstep: Class 8 contains 27678 members 
Mstep: Class 9 contains 3229 members 
Mstep: Class 10 contains 102701 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 4467 members 
Mstep: Class 14 contains 18303 members 
Mstep: Class 15 contains 31975 members 
Mstep: Class 18 contains 10997 members 
Mstep: Class 19 contains 3107 members 
Mstep: Class 20 contains 103276 members 
Mstep: Class 21 contains 39846 members 
Mstep: Class 22 contains 28682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44737108.000000 Penalty: 40395.507812
Iteration 12Q: 20 clusters Score -4.473711e+07 nChanged 16227
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 12985 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 5 contains 19161 members 
Mstep: Class 6 contains 6721 members 
Mstep: Class 7 contains 16239 members 
Mstep: Class 8 contains 29184 members 
Mstep: Class 9 contains 3154 members 
Mstep: Class 10 contains 103753 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 23627 members 
Mstep: Class 13 contains 4313 members 
Mstep: Class 14 contains 18753 members 
Mstep: Class 15 contains 31035 members 
Mstep: Class 18 contains 12471 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 104188 members 
Mstep: Class 21 contains 36304 members 
Mstep: Class 22 contains 27635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44744384.000000 Penalty: 40395.507812
Iteration 13Q: 20 clusters Score -4.474438e+07 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 12834 members 
Mstep: Class 3 contains 6563 members 
Mstep: Class 5 contains 18316 members 
Mstep: Class 6 contains 5880 members 
Mstep: Class 7 contains 17412 members 
Mstep: Class 8 contains 30586 members 
Mstep: Class 9 contains 3086 members 
Mstep: Class 10 contains 104292 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 23688 members 
Mstep: Class 13 contains 4228 members 
Mstep: Class 14 contains 19106 members 
Mstep: Class 15 contains 30014 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 3681 members 
Mstep: Class 20 contains 105069 members 
Mstep: Class 21 contains 33038 members 
Mstep: Class 22 contains 26635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44750536.000000 Penalty: 40395.507812
Iteration 14Q: 20 clusters Score -4.475054e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 12744 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 5 contains 17659 members 
Mstep: Class 6 contains 5254 members 
Mstep: Class 7 contains 18539 members 
Mstep: Class 8 contains 31679 members 
Mstep: Class 9 contains 3019 members 
Mstep: Class 10 contains 104479 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 23713 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 19341 members 
Mstep: Class 15 contains 28904 members 
Mstep: Class 18 contains 15773 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 105924 members 
Mstep: Class 21 contains 30143 members 
Mstep: Class 22 contains 25684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44756312.000000 Penalty: 40395.507812
Iteration 15Q: 20 clusters Score -4.475631e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 12699 members 
Mstep: Class 3 contains 6504 members 
Mstep: Class 5 contains 17189 members 
Mstep: Class 6 contains 4740 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 8 contains 32404 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 104498 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 23742 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 27688 members 
Mstep: Class 18 contains 17524 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 106819 members 
Mstep: Class 21 contains 27671 members 
Mstep: Class 22 contains 24703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44760688.000000 Penalty: 40395.507812
Iteration 16Q: 20 clusters Score -4.476069e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 12662 members 
Mstep: Class 3 contains 6499 members 
Mstep: Class 5 contains 16828 members 
Mstep: Class 6 contains 4302 members 
Mstep: Class 7 contains 20393 members 
Mstep: Class 8 contains 32711 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 104428 members 
Mstep: Class 11 contains 4872 members 
Mstep: Class 12 contains 23740 members 
Mstep: Class 13 contains 4105 members 
Mstep: Class 14 contains 19643 members 
Mstep: Class 15 contains 26396 members 
Mstep: Class 18 contains 19356 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 107676 members 
Mstep: Class 21 contains 25614 members 
Mstep: Class 22 contains 23776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44765148.000000 Penalty: 40395.507812
Iteration 17Q: 20 clusters Score -4.476515e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 12667 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 5 contains 16553 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 21150 members 
Mstep: Class 8 contains 32599 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 104312 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 23775 members 
Mstep: Class 13 contains 4103 members 
Mstep: Class 14 contains 19746 members 
Mstep: Class 15 contains 25178 members 
Mstep: Class 18 contains 21221 members 
Mstep: Class 19 contains 4653 members 
Mstep: Class 20 contains 108510 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 22876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44768444.000000 Penalty: 40395.507812
Iteration 18Q: 20 clusters Score -4.476844e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 12653 members 
Mstep: Class 3 contains 6487 members 
Mstep: Class 5 contains 16339 members 
Mstep: Class 6 contains 3569 members 
Mstep: Class 7 contains 21863 members 
Mstep: Class 8 contains 32125 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 104073 members 
Mstep: Class 11 contains 4803 members 
Mstep: Class 12 contains 23833 members 
Mstep: Class 13 contains 4116 members 
Mstep: Class 14 contains 19746 members 
Mstep: Class 15 contains 24032 members 
Mstep: Class 18 contains 23082 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 109375 members 
Mstep: Class 21 contains 22546 members 
Mstep: Class 22 contains 21948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44771304.000000 Penalty: 40395.507812
Iteration 19Q: 20 clusters Score -4.47713e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 12636 members 
Mstep: Class 3 contains 6481 members 
Mstep: Class 5 contains 16147 members 
Mstep: Class 6 contains 3330 members 
Mstep: Class 7 contains 22537 members 
Mstep: Class 8 contains 31388 members 
Mstep: Class 9 contains 2777 members 
Mstep: Class 10 contains 103691 members 
Mstep: Class 11 contains 4799 members 
Mstep: Class 12 contains 23875 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 14 contains 19723 members 
Mstep: Class 15 contains 22996 members 
Mstep: Class 18 contains 24952 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 110185 members 
Mstep: Class 21 contains 21404 members 
Mstep: Class 22 contains 21095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44774376.000000 Penalty: 40395.507812
Iteration 20F: 20 clusters Score -4.477438e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 12613 members 
Mstep: Class 3 contains 6465 members 
Mstep: Class 5 contains 15937 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 23213 members 
Mstep: Class 8 contains 30514 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 103231 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 23920 members 
Mstep: Class 13 contains 4150 members 
Mstep: Class 14 contains 19702 members 
Mstep: Class 15 contains 21976 members 
Mstep: Class 18 contains 26801 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 110992 members 
Mstep: Class 21 contains 20322 members 
Mstep: Class 22 contains 20233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44777240.000000 Penalty: 40395.507812
Iteration 21Q: 20 clusters Score -4.477724e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 12596 members 
Mstep: Class 3 contains 6451 members 
Mstep: Class 5 contains 15754 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 23873 members 
Mstep: Class 8 contains 29520 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 102696 members 
Mstep: Class 11 contains 4881 members 
Mstep: Class 12 contains 23972 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 19623 members 
Mstep: Class 15 contains 20972 members 
Mstep: Class 18 contains 28634 members 
Mstep: Class 19 contains 5826 members 
Mstep: Class 20 contains 111766 members 
Mstep: Class 21 contains 19338 members 
Mstep: Class 22 contains 19426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44780124.000000 Penalty: 40395.507812
Iteration 22Q: 20 clusters Score -4.478012e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 12576 members 
Mstep: Class 3 contains 6430 members 
Mstep: Class 5 contains 15596 members 
Mstep: Class 6 contains 2745 members 
Mstep: Class 7 contains 24476 members 
Mstep: Class 8 contains 28513 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 102234 members 
Mstep: Class 11 contains 4910 members 
Mstep: Class 12 contains 23991 members 
Mstep: Class 13 contains 4208 members 
Mstep: Class 14 contains 19485 members 
Mstep: Class 15 contains 19974 members 
Mstep: Class 18 contains 30393 members 
Mstep: Class 19 contains 6202 members 
Mstep: Class 20 contains 112551 members 
Mstep: Class 21 contains 18432 members 
Mstep: Class 22 contains 18615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44782676.000000 Penalty: 40395.507812
Iteration 23Q: 20 clusters Score -4.478268e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 12551 members 
Mstep: Class 3 contains 6398 members 
Mstep: Class 5 contains 15469 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 24994 members 
Mstep: Class 8 contains 27619 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 101842 members 
Mstep: Class 11 contains 4956 members 
Mstep: Class 12 contains 23995 members 
Mstep: Class 13 contains 4250 members 
Mstep: Class 14 contains 19307 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 18 contains 31964 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 113338 members 
Mstep: Class 21 contains 17621 members 
Mstep: Class 22 contains 17798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44785532.000000 Penalty: 40395.507812
Iteration 24Q: 20 clusters Score -4.478553e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 12517 members 
Mstep: Class 3 contains 6357 members 
Mstep: Class 5 contains 15365 members 
Mstep: Class 6 contains 2442 members 
Mstep: Class 7 contains 25462 members 
Mstep: Class 8 contains 26785 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 101523 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 23974 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 19108 members 
Mstep: Class 15 contains 18087 members 
Mstep: Class 18 contains 33425 members 
Mstep: Class 19 contains 6869 members 
Mstep: Class 20 contains 114127 members 
Mstep: Class 21 contains 16902 members 
Mstep: Class 22 contains 16993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44788176.000000 Penalty: 40395.507812
Iteration 25Q: 20 clusters Score -4.478818e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 12475 members 
Mstep: Class 3 contains 6310 members 
Mstep: Class 5 contains 15270 members 
Mstep: Class 6 contains 2327 members 
Mstep: Class 7 contains 25912 members 
Mstep: Class 8 contains 26064 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 101212 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 23952 members 
Mstep: Class 13 contains 4319 members 
Mstep: Class 14 contains 18857 members 
Mstep: Class 15 contains 17178 members 
Mstep: Class 18 contains 34733 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 114858 members 
Mstep: Class 21 contains 16251 members 
Mstep: Class 22 contains 16256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44790548.000000 Penalty: 40395.507812
Iteration 26Q: 20 clusters Score -4.479055e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 12433 members 
Mstep: Class 3 contains 6249 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 26322 members 
Mstep: Class 8 contains 25528 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 100803 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 23939 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 18590 members 
Mstep: Class 15 contains 16329 members 
Mstep: Class 18 contains 35837 members 
Mstep: Class 19 contains 7452 members 
Mstep: Class 20 contains 115599 members 
Mstep: Class 21 contains 15690 members 
Mstep: Class 22 contains 15535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44792988.000000 Penalty: 40395.507812
Iteration 27Q: 20 clusters Score -4.479299e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 12372 members 
Mstep: Class 3 contains 6184 members 
Mstep: Class 5 contains 15137 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 26705 members 
Mstep: Class 8 contains 25050 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 100188 members 
Mstep: Class 11 contains 5033 members 
Mstep: Class 12 contains 23929 members 
Mstep: Class 13 contains 4375 members 
Mstep: Class 14 contains 18324 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 18 contains 36853 members 
Mstep: Class 19 contains 7723 members 
Mstep: Class 20 contains 116313 members 
Mstep: Class 21 contains 15247 members 
Mstep: Class 22 contains 14836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44795932.000000 Penalty: 40395.507812
Iteration 28Q: 20 clusters Score -4.479593e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 12316 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 5 contains 15079 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 27074 members 
Mstep: Class 8 contains 24732 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 99270 members 
Mstep: Class 11 contains 5037 members 
Mstep: Class 12 contains 23925 members 
Mstep: Class 13 contains 4384 members 
Mstep: Class 14 contains 18066 members 
Mstep: Class 15 contains 15203 members 
Mstep: Class 18 contains 37721 members 
Mstep: Class 19 contains 7979 members 
Mstep: Class 20 contains 117042 members 
Mstep: Class 21 contains 14850 members 
Mstep: Class 22 contains 14126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44798448.000000 Penalty: 40395.507812
Iteration 29Q: 20 clusters Score -4.479845e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 12247 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 27419 members 
Mstep: Class 8 contains 24502 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 98136 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 23917 members 
Mstep: Class 13 contains 4401 members 
Mstep: Class 14 contains 17847 members 
Mstep: Class 15 contains 15018 members 
Mstep: Class 18 contains 38447 members 
Mstep: Class 19 contains 8206 members 
Mstep: Class 20 contains 117720 members 
Mstep: Class 21 contains 14503 members 
Mstep: Class 22 contains 13462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44800468.000000 Penalty: 40395.507812
Iteration 30Q: 20 clusters Score -4.480047e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 12203 members 
Mstep: Class 3 contains 5971 members 
Mstep: Class 5 contains 14980 members 
Mstep: Class 6 contains 2072 members 
Mstep: Class 7 contains 27779 members 
Mstep: Class 8 contains 24354 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 96847 members 
Mstep: Class 11 contains 5051 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 13 contains 4407 members 
Mstep: Class 14 contains 17669 members 
Mstep: Class 15 contains 14977 members 
Mstep: Class 18 contains 39104 members 
Mstep: Class 19 contains 8414 members 
Mstep: Class 20 contains 118313 members 
Mstep: Class 21 contains 14223 members 
Mstep: Class 22 contains 12884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44801820.000000 Penalty: 40395.507812
Iteration 31Q: 20 clusters Score -4.480182e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 12151 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 5 contains 14926 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 28137 members 
Mstep: Class 8 contains 24269 members 
Mstep: Class 9 contains 2722 members 
Mstep: Class 10 contains 95502 members 
Mstep: Class 11 contains 5051 members 
Mstep: Class 12 contains 23886 members 
Mstep: Class 13 contains 4443 members 
Mstep: Class 14 contains 17499 members 
Mstep: Class 15 contains 14973 members 
Mstep: Class 18 contains 39683 members 
Mstep: Class 19 contains 8603 members 
Mstep: Class 20 contains 118865 members 
Mstep: Class 21 contains 14022 members 
Mstep: Class 22 contains 12342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44802632.000000 Penalty: 40395.507812
Iteration 32Q: 20 clusters Score -4.480263e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 12108 members 
Mstep: Class 3 contains 5910 members 
Mstep: Class 5 contains 14879 members 
Mstep: Class 6 contains 2101 members 
Mstep: Class 7 contains 28481 members 
Mstep: Class 8 contains 24200 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 94243 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 23872 members 
Mstep: Class 13 contains 4488 members 
Mstep: Class 14 contains 17345 members 
Mstep: Class 15 contains 15007 members 
Mstep: Class 18 contains 40194 members 
Mstep: Class 19 contains 8752 members 
Mstep: Class 20 contains 119349 members 
Mstep: Class 21 contains 13880 members 
Mstep: Class 22 contains 11852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44803392.000000 Penalty: 40395.507812
Iteration 33Q: 20 clusters Score -4.480339e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 12052 members 
Mstep: Class 3 contains 5897 members 
Mstep: Class 5 contains 14842 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 28821 members 
Mstep: Class 8 contains 24141 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 93088 members 
Mstep: Class 11 contains 5068 members 
Mstep: Class 12 contains 23876 members 
Mstep: Class 13 contains 4519 members 
Mstep: Class 14 contains 17182 members 
Mstep: Class 15 contains 15088 members 
Mstep: Class 18 contains 40656 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 119794 members 
Mstep: Class 21 contains 13749 members 
Mstep: Class 22 contains 11409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44804168.000000 Penalty: 40395.507812
Iteration 34Q: 20 clusters Score -4.480417e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 12005 members 
Mstep: Class 3 contains 5882 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 6 contains 2156 members 
Mstep: Class 7 contains 29099 members 
Mstep: Class 8 contains 24098 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 92059 members 
Mstep: Class 11 contains 5077 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 4549 members 
Mstep: Class 14 contains 17002 members 
Mstep: Class 15 contains 15176 members 
Mstep: Class 18 contains 41036 members 
Mstep: Class 19 contains 9000 members 
Mstep: Class 20 contains 120183 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 11033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44804648.000000 Penalty: 40395.507812
Iteration 35Q: 20 clusters Score -4.480465e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 11964 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 5 contains 14783 members 
Mstep: Class 6 contains 2188 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 24074 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 91159 members 
Mstep: Class 11 contains 5084 members 
Mstep: Class 12 contains 23903 members 
Mstep: Class 13 contains 4575 members 
Mstep: Class 14 contains 16856 members 
Mstep: Class 15 contains 15274 members 
Mstep: Class 18 contains 41362 members 
Mstep: Class 19 contains 9106 members 
Mstep: Class 20 contains 120507 members 
Mstep: Class 21 contains 13563 members 
Mstep: Class 22 contains 10703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44804956.000000 Penalty: 40395.507812
Iteration 36Q: 20 clusters Score -4.480496e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 11927 members 
Mstep: Class 3 contains 5861 members 
Mstep: Class 5 contains 14765 members 
Mstep: Class 6 contains 2217 members 
Mstep: Class 7 contains 29643 members 
Mstep: Class 8 contains 24052 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 90276 members 
Mstep: Class 11 contains 5093 members 
Mstep: Class 12 contains 23901 members 
Mstep: Class 13 contains 4584 members 
Mstep: Class 14 contains 16740 members 
Mstep: Class 15 contains 15334 members 
Mstep: Class 18 contains 41661 members 
Mstep: Class 19 contains 9230 members 
Mstep: Class 20 contains 120793 members 
Mstep: Class 21 contains 13482 members 
Mstep: Class 22 contains 10431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44805164.000000 Penalty: 40395.507812
Iteration 37Q: 20 clusters Score -4.480516e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 29939 members 
Mstep: Class 8 contains 24058 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 89490 members 
Mstep: Class 11 contains 5097 members 
Mstep: Class 12 contains 23898 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 16636 members 
Mstep: Class 15 contains 15365 members 
Mstep: Class 18 contains 41900 members 
Mstep: Class 19 contains 9323 members 
Mstep: Class 20 contains 121036 members 
Mstep: Class 21 contains 13400 members 
Mstep: Class 22 contains 10211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44805432.000000 Penalty: 40395.507812
Iteration 38Q: 20 clusters Score -4.480543e+07 nChanged 1821
Entering ConstructFrom: 
Score: -44805432.000000 Penalty: 40395.507812
Entering ConstructFrom: 
Trying to split cluster 1 (38755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Entering Unmasked Estep 
Score: -3756484.250000 Penalty: 1716.814941
	Iteration 0F: 2 clusters Score -3756484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3730496.500000 Penalty: 3433.629883
	Iteration 0F: 3 clusters Score -3730496 nChanged 17970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -3740513.500000 Penalty: 3433.629883
	Iteration 1F: 3 clusters Score -3740514 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3741110.500000 Penalty: 3433.629883
	Iteration 2Q: 3 clusters Score -3741110 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3741857.000000 Penalty: 3433.629883
	Iteration 3Q: 3 clusters Score -3741857 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3742767.000000 Penalty: 3433.629883
	Iteration 4F: 3 clusters Score -3742767 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3744022.250000 Penalty: 3433.629883
	Iteration 5F: 3 clusters Score -3744022 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3745697.250000 Penalty: 3433.629883
	Iteration 6F: 3 clusters Score -3745697 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3747735.500000 Penalty: 3433.629883
	Iteration 7F: 3 clusters Score -3747736 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3749770.750000 Penalty: 3433.629883
	Iteration 8F: 3 clusters Score -3749771 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3751406.500000 Penalty: 3433.629883
	Iteration 9Q: 3 clusters Score -3751406 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3752534.000000 Penalty: 3433.629883
	Iteration 10Q: 3 clusters Score -3752534 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3753160.500000 Penalty: 3433.629883
	Iteration 11Q: 3 clusters Score -3753160 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3753607.500000 Penalty: 3433.629883
	Iteration 12Q: 3 clusters Score -3753608 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3753903.500000 Penalty: 3433.629883
	Iteration 13Q: 3 clusters Score -3753904 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3754141.750000 Penalty: 3433.629883
	Iteration 14Q: 3 clusters Score -3754142 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3754337.750000 Penalty: 3433.629883
	Iteration 15Q: 3 clusters Score -3754338 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3754473.500000 Penalty: 3433.629883
	Iteration 16Q: 3 clusters Score -3754474 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3754597.500000 Penalty: 3433.629883
	Iteration 17Q: 3 clusters Score -3754598 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3754717.000000 Penalty: 3433.629883
	Iteration 18Q: 3 clusters Score -3754717 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3754819.250000 Penalty: 3433.629883
	Iteration 19Q: 3 clusters Score -3754819 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3754894.750000 Penalty: 3433.629883
	Iteration 20F: 3 clusters Score -3754895 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3754947.000000 Penalty: 3433.629883
	Iteration 21Q: 3 clusters Score -3754947 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3754993.500000 Penalty: 3433.629883
	Iteration 22Q: 3 clusters Score -3754994 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3755034.250000 Penalty: 3433.629883
	Iteration 23Q: 3 clusters Score -3755034 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3755063.750000 Penalty: 3433.629883
	Iteration 24Q: 3 clusters Score -3755064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3755098.500000 Penalty: 3433.629883
	Iteration 25Q: 3 clusters Score -3755098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3755117.250000 Penalty: 3433.629883
	Iteration 26Q: 3 clusters Score -3755117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3755136.250000 Penalty: 3433.629883
	Iteration 27Q: 3 clusters Score -3755136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3755158.250000 Penalty: 3433.629883
	Iteration 28Q: 3 clusters Score -3755158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3755180.500000 Penalty: 3433.629883
	Iteration 29Q: 3 clusters Score -3755180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3755201.000000 Penalty: 3433.629883
	Iteration 30Q: 3 clusters Score -3755201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3755205.250000 Penalty: 3433.629883
	Iteration 31Q: 3 clusters Score -3755205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3755224.250000 Penalty: 3433.629883
	Iteration 32Q: 3 clusters Score -3755224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3755235.250000 Penalty: 3433.629883
	Iteration 33Q: 3 clusters Score -3755235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3755250.500000 Penalty: 3433.629883
	Iteration 34Q: 3 clusters Score -3755250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3755255.500000 Penalty: 3433.629883
	Iteration 35Q: 3 clusters Score -3755256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3755260.000000 Penalty: 3433.629883
	Iteration 36Q: 3 clusters Score -3755260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3755262.250000 Penalty: 3433.629883
	Iteration 37Q: 3 clusters Score -3755262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3755260.000000 Penalty: 3433.629883
	Iteration 38Q: 3 clusters Score -3755260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3755260.750000 Penalty: 3433.629883
	Iteration 39Q: 3 clusters Score -3755261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3755259.500000 Penalty: 3433.629883
	Iteration 40F: 3 clusters Score -3755260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Entering Unmasked Estep 
Score: -1125110.750000 Penalty: 1524.277344
	Iteration 0F: 2 clusters Score -1125111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1116802.625000 Penalty: 3048.554688
	Iteration 0F: 3 clusters Score -1116803 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1120021.250000 Penalty: 3048.554688
	Iteration 1F: 3 clusters Score -1120021 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1120791.500000 Penalty: 3048.554688
	Iteration 2F: 3 clusters Score -1120792 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1121724.875000 Penalty: 3048.554688
	Iteration 3F: 3 clusters Score -1121725 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1122719.250000 Penalty: 3048.554688
	Iteration 4F: 3 clusters Score -1122719 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1123565.375000 Penalty: 3048.554688
	Iteration 5F: 3 clusters Score -1123565 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1124204.625000 Penalty: 3048.554688
	Iteration 6F: 3 clusters Score -1124205 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1124663.750000 Penalty: 3048.554688
	Iteration 7Q: 3 clusters Score -1124664 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1125032.750000 Penalty: 3048.554688
	Iteration 8Q: 3 clusters Score -1125033 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1125272.500000 Penalty: 3048.554688
	Iteration 9Q: 3 clusters Score -1125272 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1125418.000000 Penalty: 3048.554688
	Iteration 10Q: 3 clusters Score -1125418 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1125515.000000 Penalty: 3048.554688
	Iteration 11Q: 3 clusters Score -1125515 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1125565.500000 Penalty: 3048.554688
	Iteration 12Q: 3 clusters Score -1125566 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1125594.500000 Penalty: 3048.554688
	Iteration 13Q: 3 clusters Score -1125594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1125618.750000 Penalty: 3048.554688
	Iteration 14Q: 3 clusters Score -1125619 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1125631.625000 Penalty: 3048.554688
	Iteration 15Q: 3 clusters Score -1125632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1125643.500000 Penalty: 3048.554688
	Iteration 16Q: 3 clusters Score -1125644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1125651.750000 Penalty: 3048.554688
	Iteration 17Q: 3 clusters Score -1125652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1125663.000000 Penalty: 3048.554688
	Iteration 18Q: 3 clusters Score -1125663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1125667.375000 Penalty: 3048.554688
	Iteration 19Q: 3 clusters Score -1125667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1125673.500000 Penalty: 3048.554688
	Iteration 20F: 3 clusters Score -1125674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1125677.375000 Penalty: 3048.554688
	Iteration 21Q: 3 clusters Score -1125677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1125681.000000 Penalty: 3048.554688
	Iteration 22Q: 3 clusters Score -1125681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1125682.625000 Penalty: 3048.554688
	Iteration 23Q: 3 clusters Score -1125683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1125683.625000 Penalty: 3048.554688
	Iteration 24Q: 3 clusters Score -1125684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1125686.250000 Penalty: 3048.554688
	Iteration 25Q: 3 clusters Score -1125686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1125689.375000 Penalty: 3048.554688
	Iteration 26Q: 3 clusters Score -1125689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1125688.625000 Penalty: 3048.554688
	Iteration 27Q: 3 clusters Score -1125689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1125689.375000 Penalty: 3048.554688
	Iteration 28Q: 3 clusters Score -1125689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1125689.500000 Penalty: 3048.554688
	Iteration 29Q: 3 clusters Score -1125690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1125689.500000 Penalty: 3048.554688
	Iteration 30Q: 3 clusters Score -1125690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1125689.125000 Penalty: 3048.554688
	Iteration 31Q: 3 clusters Score -1125689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1125692.125000 Penalty: 3048.554688
	Iteration 32Q: 3 clusters Score -1125692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1125691.000000 Penalty: 3048.554688
	Iteration 33Q: 3 clusters Score -1125691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1125692.625000 Penalty: 3048.554688
	Iteration 34Q: 3 clusters Score -1125693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1125691.250000 Penalty: 3048.554688
	Iteration 35Q: 3 clusters Score -1125691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1125695.750000 Penalty: 3048.554688
	Iteration 36Q: 3 clusters Score -1125696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1125691.750000 Penalty: 3048.554688
	Iteration 37Q: 3 clusters Score -1125692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1125692.375000 Penalty: 3048.554688
	Iteration 38Q: 3 clusters Score -1125692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1125691.375000 Penalty: 3048.554688
	Iteration 39Q: 3 clusters Score -1125691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1125690.750000 Penalty: 3048.554688
	Iteration 40F: 3 clusters Score -1125691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1125693.250000 Penalty: 3048.554688
	Iteration 41Q: 3 clusters Score -1125693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1125692.375000 Penalty: 3048.554688
	Iteration 42Q: 3 clusters Score -1125692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1125695.125000 Penalty: 3048.554688
	Iteration 43Q: 3 clusters Score -1125695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1125694.500000 Penalty: 3048.554688
	Iteration 44Q: 3 clusters Score -1125694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1125694.500000 Penalty: 3048.554688
	Iteration 45Q: 3 clusters Score -1125694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1125695.000000 Penalty: 3048.554688
	Iteration 46Q: 3 clusters Score -1125695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1125693.625000 Penalty: 3048.554688
	Iteration 47Q: 3 clusters Score -1125694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1125694.500000 Penalty: 3048.554688
	Iteration 48Q: 3 clusters Score -1125694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1125693.250000 Penalty: 3048.554688
	Iteration 49Q: 3 clusters Score -1125693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1125693.250000 Penalty: 3048.554688
	Iteration 50Q: 3 clusters Score -1125693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1125694.875000 Penalty: 3048.554688
	Iteration 51Q: 3 clusters Score -1125695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1125694.125000 Penalty: 3048.554688
	Iteration 52Q: 3 clusters Score -1125694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1125695.500000 Penalty: 3048.554688
	Iteration 53Q: 3 clusters Score -1125696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1125696.125000 Penalty: 3048.554688
	Iteration 54Q: 3 clusters Score -1125696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1125698.250000 Penalty: 3048.554688
	Iteration 55Q: 3 clusters Score -1125698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1125699.625000 Penalty: 3048.554688
	Iteration 56Q: 3 clusters Score -1125700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1125699.875000 Penalty: 3048.554688
	Iteration 57Q: 3 clusters Score -1125700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1125698.000000 Penalty: 3048.554688
	Iteration 58Q: 3 clusters Score -1125698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1125699.750000 Penalty: 3048.554688
	Iteration 59Q: 3 clusters Score -1125700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1125698.875000 Penalty: 3048.554688
	Iteration 60F: 3 clusters Score -1125699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1125700.000000 Penalty: 3048.554688
	Iteration 61Q: 3 clusters Score -1125700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1125698.625000 Penalty: 3048.554688
	Iteration 62Q: 3 clusters Score -1125699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1125698.625000 Penalty: 3048.554688
	Iteration 63F: 3 clusters Score -1125699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 5855 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 30255 members 
Mstep: Class 8 contains 24053 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 88768 members 
Mstep: Class 11 contains 5100 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 16515 members 
Mstep: Class 15 contains 15382 members 
Mstep: Class 18 contains 42117 members 
Mstep: Class 19 contains 9411 members 
Mstep: Class 20 contains 121236 members 
Mstep: Class 21 contains 13324 members 
Mstep: Class 22 contains 10034 members 
Entering Unmasked Estep 
Score: -44805792.000000 Penalty: 42521.585938
Splitting cluster 2 changes total score from -44805432.000000 to -44805792.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (5855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Entering Unmasked Estep 
Score: -538201.250000 Penalty: 1409.695923
	Iteration 0F: 2 clusters Score -538201.2 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 2920 members 
Entering Unmasked Estep 
Score: -533646.062500 Penalty: 2819.391846
	Iteration 0F: 3 clusters Score -533646.1 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -535105.250000 Penalty: 2819.391846
	Iteration 1F: 3 clusters Score -535105.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -535382.375000 Penalty: 2819.391846
	Iteration 2F: 3 clusters Score -535382.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -535667.000000 Penalty: 2819.391846
	Iteration 3F: 3 clusters Score -535667 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -535964.125000 Penalty: 2819.391846
	Iteration 4F: 3 clusters Score -535964.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -536237.312500 Penalty: 2819.391846
	Iteration 5F: 3 clusters Score -536237.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -536523.062500 Penalty: 2819.391846
	Iteration 6F: 3 clusters Score -536523.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -536818.687500 Penalty: 2819.391846
	Iteration 7F: 3 clusters Score -536818.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -537101.562500 Penalty: 2819.391846
	Iteration 8Q: 3 clusters Score -537101.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -537415.625000 Penalty: 2819.391846
	Iteration 9Q: 3 clusters Score -537415.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -537845.687500 Penalty: 2819.391846
	Iteration 10Q: 3 clusters Score -537845.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -538310.250000 Penalty: 2819.391846
	Iteration 11F: 3 clusters Score -538310.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -538770.562500 Penalty: 2819.391846
	Iteration 12Q: 3 clusters Score -538770.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -539166.750000 Penalty: 2819.391846
	Iteration 13Q: 3 clusters Score -539166.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -539378.000000 Penalty: 2819.391846
	Iteration 14Q: 3 clusters Score -539378 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -539473.812500 Penalty: 2819.391846
	Iteration 15Q: 3 clusters Score -539473.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -539600.187500 Penalty: 2819.391846
	Iteration 16Q: 3 clusters Score -539600.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -539835.812500 Penalty: 2819.391846
	Iteration 17Q: 3 clusters Score -539835.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -540213.500000 Penalty: 2819.391846
	Iteration 18Q: 3 clusters Score -540213.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -540414.125000 Penalty: 2819.391846
	Iteration 19Q: 3 clusters Score -540414.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -540495.812500 Penalty: 2819.391846
	Iteration 20F: 3 clusters Score -540495.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -540531.500000 Penalty: 2819.391846
	Iteration 21Q: 3 clusters Score -540531.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -540543.125000 Penalty: 2819.391846
	Iteration 22Q: 3 clusters Score -540543.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -540549.687500 Penalty: 2819.391846
	Iteration 23Q: 3 clusters Score -540549.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -540555.625000 Penalty: 2819.391846
	Iteration 24Q: 3 clusters Score -540555.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -540561.312500 Penalty: 2819.391846
	Iteration 25Q: 3 clusters Score -540561.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -540564.125000 Penalty: 2819.391846
	Iteration 26Q: 3 clusters Score -540564.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -540568.312500 Penalty: 2819.391846
	Iteration 27Q: 3 clusters Score -540568.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -540570.812500 Penalty: 2819.391846
	Iteration 28Q: 3 clusters Score -540570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -540572.500000 Penalty: 2819.391846
	Iteration 29Q: 3 clusters Score -540572.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -540572.875000 Penalty: 2819.391846
	Iteration 30Q: 3 clusters Score -540572.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -540573.312500 Penalty: 2819.391846
	Iteration 31Q: 3 clusters Score -540573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -540574.312500 Penalty: 2819.391846
	Iteration 32Q: 3 clusters Score -540574.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -540574.312500 Penalty: 2819.391846
	Iteration 33F: 3 clusters Score -540574.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 30255 members 
Mstep: Class 8 contains 24053 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 88768 members 
Mstep: Class 11 contains 5100 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 16515 members 
Mstep: Class 15 contains 15382 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 18 contains 42117 members 
Mstep: Class 19 contains 9411 members 
Mstep: Class 20 contains 121236 members 
Mstep: Class 21 contains 13324 members 
Mstep: Class 22 contains 10034 members 
Entering Unmasked Estep 
Score: -44807400.000000 Penalty: 44647.664062
Splitting cluster 3 changes total score from -44805432.000000 to -44807400.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 5 (14753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Entering Unmasked Estep 
Score: -1373534.250000 Penalty: 1559.870361
	Iteration 0F: 2 clusters Score -1373534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1363306.375000 Penalty: 3119.740723
	Iteration 0F: 3 clusters Score -1363306 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1366921.875000 Penalty: 3119.740723
	Iteration 1F: 3 clusters Score -1366922 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1367309.500000 Penalty: 3119.740723
	Iteration 2F: 3 clusters Score -1367310 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1367691.250000 Penalty: 3119.740723
	Iteration 3F: 3 clusters Score -1367691 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1368119.750000 Penalty: 3119.740723
	Iteration 4F: 3 clusters Score -1368120 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1368630.375000 Penalty: 3119.740723
	Iteration 5F: 3 clusters Score -1368630 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1369245.625000 Penalty: 3119.740723
	Iteration 6F: 3 clusters Score -1369246 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1369921.625000 Penalty: 3119.740723
	Iteration 7F: 3 clusters Score -1369922 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1370572.250000 Penalty: 3119.740723
	Iteration 8F: 3 clusters Score -1370572 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1371114.875000 Penalty: 3119.740723
	Iteration 9Q: 3 clusters Score -1371115 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1371560.500000 Penalty: 3119.740723
	Iteration 10Q: 3 clusters Score -1371560 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1371831.625000 Penalty: 3119.740723
	Iteration 11Q: 3 clusters Score -1371832 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1371981.000000 Penalty: 3119.740723
	Iteration 12Q: 3 clusters Score -1371981 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1372085.500000 Penalty: 3119.740723
	Iteration 13Q: 3 clusters Score -1372086 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1372162.500000 Penalty: 3119.740723
	Iteration 14Q: 3 clusters Score -1372162 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1372215.500000 Penalty: 3119.740723
	Iteration 15Q: 3 clusters Score -1372216 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1372248.000000 Penalty: 3119.740723
	Iteration 16Q: 3 clusters Score -1372248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1372272.875000 Penalty: 3119.740723
	Iteration 17Q: 3 clusters Score -1372273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1372287.000000 Penalty: 3119.740723
	Iteration 18Q: 3 clusters Score -1372287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1372297.500000 Penalty: 3119.740723
	Iteration 19Q: 3 clusters Score -1372298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1372317.625000 Penalty: 3119.740723
	Iteration 20F: 3 clusters Score -1372318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1372340.125000 Penalty: 3119.740723
	Iteration 21Q: 3 clusters Score -1372340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1372356.500000 Penalty: 3119.740723
	Iteration 22Q: 3 clusters Score -1372356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1372368.000000 Penalty: 3119.740723
	Iteration 23Q: 3 clusters Score -1372368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1372374.500000 Penalty: 3119.740723
	Iteration 24Q: 3 clusters Score -1372374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1372379.125000 Penalty: 3119.740723
	Iteration 25Q: 3 clusters Score -1372379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1372383.750000 Penalty: 3119.740723
	Iteration 26Q: 3 clusters Score -1372384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1372385.875000 Penalty: 3119.740723
	Iteration 27Q: 3 clusters Score -1372386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1372389.125000 Penalty: 3119.740723
	Iteration 28Q: 3 clusters Score -1372389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1372389.125000 Penalty: 3119.740723
	Iteration 29F: 3 clusters Score -1372389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -220213.093750 Penalty: 1257.999268
	Iteration 0F: 2 clusters Score -220213.1 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: -217956.218750 Penalty: 2515.998535
	Iteration 0F: 3 clusters Score -217956.2 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -218478.171875 Penalty: 2515.998535
	Iteration 1F: 3 clusters Score -218478.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -218574.656250 Penalty: 2515.998535
	Iteration 2F: 3 clusters Score -218574.7 nChanged 97
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: -218632.218750 Penalty: 2515.998535
	Iteration 3Q: 3 clusters Score -218632.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -218669.515625 Penalty: 2515.998535
	Iteration 4Q: 3 clusters Score -218669.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -218696.390625 Penalty: 2515.998535
	Iteration 5Q: 3 clusters Score -218696.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -218724.093750 Penalty: 2515.998535
	Iteration 6Q: 3 clusters Score -218724.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -218741.468750 Penalty: 2515.998535
	Iteration 7Q: 3 clusters Score -218741.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -218751.890625 Penalty: 2515.998535
	Iteration 8Q: 3 clusters Score -218751.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218759.500000 Penalty: 2515.998535
	Iteration 9Q: 3 clusters Score -218759.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -218763.515625 Penalty: 2515.998535
	Iteration 10Q: 3 clusters Score -218763.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -218766.484375 Penalty: 2515.998535
	Iteration 11Q: 3 clusters Score -218766.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -218767.343750 Penalty: 2515.998535
	Iteration 12Q: 3 clusters Score -218767.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -218767.687500 Penalty: 2515.998535
	Iteration 13Q: 3 clusters Score -218767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -218768.875000 Penalty: 2515.998535
	Iteration 14Q: 3 clusters Score -218768.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -218771.296875 Penalty: 2515.998535
	Iteration 15Q: 3 clusters Score -218771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -218771.890625 Penalty: 2515.998535
	Iteration 16Q: 3 clusters Score -218771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -218772.796875 Penalty: 2515.998535
	Iteration 17Q: 3 clusters Score -218772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -218773.890625 Penalty: 2515.998535
	Iteration 18Q: 3 clusters Score -218773.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -218775.671875 Penalty: 2515.998535
	Iteration 19Q: 3 clusters Score -218775.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -218779.531250 Penalty: 2515.998535
	Iteration 20F: 3 clusters Score -218779.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -218782.937500 Penalty: 2515.998535
	Iteration 21Q: 3 clusters Score -218782.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -218784.281250 Penalty: 2515.998535
	Iteration 22Q: 3 clusters Score -218784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -218785.203125 Penalty: 2515.998535
	Iteration 23Q: 3 clusters Score -218785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -218785.484375 Penalty: 2515.998535
	Iteration 24Q: 3 clusters Score -218785.5 nChanged 2
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: -218786.328125 Penalty: 2515.998535
	Iteration 25Q: 3 clusters Score -218786.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -218787.062500 Penalty: 2515.998535
	Iteration 26Q: 3 clusters Score -218787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -218789.140625 Penalty: 2515.998535
	Iteration 27Q: 3 clusters Score -218789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -218790.312500 Penalty: 2515.998535
	Iteration 28Q: 3 clusters Score -218790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -218791.281250 Penalty: 2515.998535
	Iteration 29Q: 3 clusters Score -218791.3 nChanged 1
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: -218792.312500 Penalty: 2515.998535
	Iteration 30Q: 3 clusters Score -218792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -218793.031250 Penalty: 2515.998535
	Iteration 31Q: 3 clusters Score -218793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -218793.031250 Penalty: 2515.998535
	Iteration 32F: 3 clusters Score -218793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Entering Unmasked Estep 
Score: -2940865.500000 Penalty: 1676.580322
	Iteration 0F: 2 clusters Score -2940866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2920588.500000 Penalty: 3353.160645
	Iteration 0F: 3 clusters Score -2920588 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2928317.250000 Penalty: 3353.160645
	Iteration 1F: 3 clusters Score -2928317 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2928698.250000 Penalty: 3353.160645
	Iteration 2Q: 3 clusters Score -2928698 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2929040.000000 Penalty: 3353.160645
	Iteration 3Q: 3 clusters Score -2929040 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2929379.000000 Penalty: 3353.160645
	Iteration 4Q: 3 clusters Score -2929379 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2929761.500000 Penalty: 3353.160645
	Iteration 5Q: 3 clusters Score -2929762 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2930188.750000 Penalty: 3353.160645
	Iteration 6Q: 3 clusters Score -2930189 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2930802.250000 Penalty: 3353.160645
	Iteration 7Q: 3 clusters Score -2930802 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2931799.500000 Penalty: 3353.160645
	Iteration 8F: 3 clusters Score -2931800 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2933189.250000 Penalty: 3353.160645
	Iteration 9F: 3 clusters Score -2933189 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2934889.750000 Penalty: 3353.160645
	Iteration 10F: 3 clusters Score -2934890 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -2936501.250000 Penalty: 3353.160645
	Iteration 11F: 3 clusters Score -2936501 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -2937747.250000 Penalty: 3353.160645
	Iteration 12Q: 3 clusters Score -2937747 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -2938481.500000 Penalty: 3353.160645
	Iteration 13Q: 3 clusters Score -2938482 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -2938879.500000 Penalty: 3353.160645
	Iteration 14Q: 3 clusters Score -2938880 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -2939083.750000 Penalty: 3353.160645
	Iteration 15Q: 3 clusters Score -2939084 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -2939210.000000 Penalty: 3353.160645
	Iteration 16Q: 3 clusters Score -2939210 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -2939282.500000 Penalty: 3353.160645
	Iteration 17Q: 3 clusters Score -2939282 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -2939320.000000 Penalty: 3353.160645
	Iteration 18Q: 3 clusters Score -2939320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -2939350.250000 Penalty: 3353.160645
	Iteration 19Q: 3 clusters Score -2939350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -2939382.000000 Penalty: 3353.160645
	Iteration 20F: 3 clusters Score -2939382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -2939399.750000 Penalty: 3353.160645
	Iteration 21Q: 3 clusters Score -2939400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -2939415.500000 Penalty: 3353.160645
	Iteration 22Q: 3 clusters Score -2939416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -2939423.000000 Penalty: 3353.160645
	Iteration 23Q: 3 clusters Score -2939423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -2939431.000000 Penalty: 3353.160645
	Iteration 24Q: 3 clusters Score -2939431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -2939432.750000 Penalty: 3353.160645
	Iteration 25Q: 3 clusters Score -2939433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -2939434.000000 Penalty: 3353.160645
	Iteration 26Q: 3 clusters Score -2939434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -2939433.250000 Penalty: 3353.160645
	Iteration 27Q: 3 clusters Score -2939433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -2939432.250000 Penalty: 3353.160645
	Iteration 28Q: 3 clusters Score -2939432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -2939432.750000 Penalty: 3353.160645
	Iteration 29Q: 3 clusters Score -2939433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -2939433.500000 Penalty: 3353.160645
	Iteration 30Q: 3 clusters Score -2939434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -2939433.000000 Penalty: 3353.160645
	Iteration 31Q: 3 clusters Score -2939433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -2939433.000000 Penalty: 3353.160645
	Iteration 32F: 3 clusters Score -2939433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Entering Unmasked Estep 
Score: -2335925.750000 Penalty: 1639.302368
	Iteration 0F: 2 clusters Score -2335926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2319733.250000 Penalty: 3278.604736
	Iteration 0F: 3 clusters Score -2319733 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2325494.750000 Penalty: 3278.604736
	Iteration 1F: 3 clusters Score -2325495 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2325839.250000 Penalty: 3278.604736
	Iteration 2Q: 3 clusters Score -2325839 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2326226.500000 Penalty: 3278.604736
	Iteration 3Q: 3 clusters Score -2326226 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2326662.750000 Penalty: 3278.604736
	Iteration 4Q: 3 clusters Score -2326663 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2327236.500000 Penalty: 3278.604736
	Iteration 5F: 3 clusters Score -2327236 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2327950.500000 Penalty: 3278.604736
	Iteration 6F: 3 clusters Score -2327950 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2328779.250000 Penalty: 3278.604736
	Iteration 7F: 3 clusters Score -2328779 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2329633.750000 Penalty: 3278.604736
	Iteration 8F: 3 clusters Score -2329634 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2330459.750000 Penalty: 3278.604736
	Iteration 9F: 3 clusters Score -2330460 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2331162.000000 Penalty: 3278.604736
	Iteration 10Q: 3 clusters Score -2331162 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2331822.000000 Penalty: 3278.604736
	Iteration 11Q: 3 clusters Score -2331822 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2332427.250000 Penalty: 3278.604736
	Iteration 12Q: 3 clusters Score -2332427 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2333022.250000 Penalty: 3278.604736
	Iteration 13Q: 3 clusters Score -2333022 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2333531.250000 Penalty: 3278.604736
	Iteration 14Q: 3 clusters Score -2333531 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2333916.750000 Penalty: 3278.604736
	Iteration 15Q: 3 clusters Score -2333917 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2334178.500000 Penalty: 3278.604736
	Iteration 16Q: 3 clusters Score -2334178 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2334359.000000 Penalty: 3278.604736
	Iteration 17Q: 3 clusters Score -2334359 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2334454.000000 Penalty: 3278.604736
	Iteration 18Q: 3 clusters Score -2334454 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2334531.250000 Penalty: 3278.604736
	Iteration 19Q: 3 clusters Score -2334531 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2334574.000000 Penalty: 3278.604736
	Iteration 20F: 3 clusters Score -2334574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2334597.500000 Penalty: 3278.604736
	Iteration 21Q: 3 clusters Score -2334598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2334614.750000 Penalty: 3278.604736
	Iteration 22Q: 3 clusters Score -2334615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2334635.250000 Penalty: 3278.604736
	Iteration 23Q: 3 clusters Score -2334635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -2334652.000000 Penalty: 3278.604736
	Iteration 24Q: 3 clusters Score -2334652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2334659.250000 Penalty: 3278.604736
	Iteration 25Q: 3 clusters Score -2334659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2334663.750000 Penalty: 3278.604736
	Iteration 26Q: 3 clusters Score -2334664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2334673.750000 Penalty: 3278.604736
	Iteration 27Q: 3 clusters Score -2334674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -2334677.500000 Penalty: 3278.604736
	Iteration 28Q: 3 clusters Score -2334678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2334681.750000 Penalty: 3278.604736
	Iteration 29Q: 3 clusters Score -2334682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2334683.250000 Penalty: 3278.604736
	Iteration 30Q: 3 clusters Score -2334683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2334685.500000 Penalty: 3278.604736
	Iteration 31Q: 3 clusters Score -2334686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2334688.250000 Penalty: 3278.604736
	Iteration 32Q: 3 clusters Score -2334688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -2334690.500000 Penalty: 3278.604736
	Iteration 33Q: 3 clusters Score -2334690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -2334694.500000 Penalty: 3278.604736
	Iteration 34Q: 3 clusters Score -2334694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2334694.750000 Penalty: 3278.604736
	Iteration 35Q: 3 clusters Score -2334695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -2334697.500000 Penalty: 3278.604736
	Iteration 36Q: 3 clusters Score -2334698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2334695.750000 Penalty: 3278.604736
	Iteration 37Q: 3 clusters Score -2334696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -2334698.000000 Penalty: 3278.604736
	Iteration 38Q: 3 clusters Score -2334698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -2334697.000000 Penalty: 3278.604736
	Iteration 39Q: 3 clusters Score -2334697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2334701.250000 Penalty: 3278.604736
	Iteration 40F: 3 clusters Score -2334701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2334705.000000 Penalty: 3278.604736
	Iteration 41Q: 3 clusters Score -2334705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2334703.750000 Penalty: 3278.604736
	Iteration 42Q: 3 clusters Score -2334704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -2334707.750000 Penalty: 3278.604736
	Iteration 43Q: 3 clusters Score -2334708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2334712.250000 Penalty: 3278.604736
	Iteration 44Q: 3 clusters Score -2334712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -2334712.000000 Penalty: 3278.604736
	Iteration 45Q: 3 clusters Score -2334712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2334715.750000 Penalty: 3278.604736
	Iteration 46Q: 3 clusters Score -2334716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2334715.750000 Penalty: 3278.604736
	Iteration 47F: 3 clusters Score -2334716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -241633.218750 Penalty: 1286.066040
	Iteration 0F: 2 clusters Score -241633.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -239079.109375 Penalty: 2572.132080
	Iteration 0F: 3 clusters Score -239079.1 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -239843.562500 Penalty: 2572.132080
	Iteration 1F: 3 clusters Score -239843.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -240234.921875 Penalty: 2572.132080
	Iteration 2F: 3 clusters Score -240234.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -240707.109375 Penalty: 2572.132080
	Iteration 3F: 3 clusters Score -240707.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -241083.812500 Penalty: 2572.132080
	Iteration 4F: 3 clusters Score -241083.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -241288.890625 Penalty: 2572.132080
	Iteration 5F: 3 clusters Score -241288.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -241396.468750 Penalty: 2572.132080
	Iteration 6Q: 3 clusters Score -241396.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -241477.593750 Penalty: 2572.132080
	Iteration 7Q: 3 clusters Score -241477.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -241540.859375 Penalty: 2572.132080
	Iteration 8Q: 3 clusters Score -241540.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -241597.312500 Penalty: 2572.132080
	Iteration 9Q: 3 clusters Score -241597.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -241637.265625 Penalty: 2572.132080
	Iteration 10Q: 3 clusters Score -241637.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -241686.406250 Penalty: 2572.132080
	Iteration 11Q: 3 clusters Score -241686.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -241738.453125 Penalty: 2572.132080
	Iteration 12Q: 3 clusters Score -241738.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -241783.546875 Penalty: 2572.132080
	Iteration 13Q: 3 clusters Score -241783.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -241824.875000 Penalty: 2572.132080
	Iteration 14Q: 3 clusters Score -241824.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -241859.234375 Penalty: 2572.132080
	Iteration 15Q: 3 clusters Score -241859.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -241886.875000 Penalty: 2572.132080
	Iteration 16Q: 3 clusters Score -241886.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -241909.156250 Penalty: 2572.132080
	Iteration 17Q: 3 clusters Score -241909.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -241933.031250 Penalty: 2572.132080
	Iteration 18Q: 3 clusters Score -241933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -241962.906250 Penalty: 2572.132080
	Iteration 19Q: 3 clusters Score -241962.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -241994.687500 Penalty: 2572.132080
	Iteration 20F: 3 clusters Score -241994.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -242015.984375 Penalty: 2572.132080
	Iteration 21Q: 3 clusters Score -242016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -242032.546875 Penalty: 2572.132080
	Iteration 22Q: 3 clusters Score -242032.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -242040.890625 Penalty: 2572.132080
	Iteration 23Q: 3 clusters Score -242040.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -242046.265625 Penalty: 2572.132080
	Iteration 24Q: 3 clusters Score -242046.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -242049.250000 Penalty: 2572.132080
	Iteration 25Q: 3 clusters Score -242049.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -242052.500000 Penalty: 2572.132080
	Iteration 26Q: 3 clusters Score -242052.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -242057.140625 Penalty: 2572.132080
	Iteration 27Q: 3 clusters Score -242057.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -242059.234375 Penalty: 2572.132080
	Iteration 28Q: 3 clusters Score -242059.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -242062.421875 Penalty: 2572.132080
	Iteration 29Q: 3 clusters Score -242062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -242064.109375 Penalty: 2572.132080
	Iteration 30Q: 3 clusters Score -242064.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -242065.015625 Penalty: 2572.132080
	Iteration 31Q: 3 clusters Score -242065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -242065.015625 Penalty: 2572.132080
	Iteration 32F: 3 clusters Score -242065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 30255 members 
Mstep: Class 8 contains 24053 members 
Mstep: Class 9 contains 794 members 
Mstep: Class 10 contains 88768 members 
Mstep: Class 11 contains 5100 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 16515 members 
Mstep: Class 15 contains 15382 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 1942 members 
Mstep: Class 18 contains 42117 members 
Mstep: Class 19 contains 9411 members 
Mstep: Class 20 contains 121236 members 
Mstep: Class 21 contains 13324 members 
Mstep: Class 22 contains 10034 members 
Entering Unmasked Estep 
Score: -44806976.000000 Penalty: 46773.742188
Splitting cluster 9 changes total score from -44805432.000000 to -44806976.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (88768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Entering Unmasked Estep 
Score: -8426016.000000 Penalty: 1851.489502
	Iteration 0F: 2 clusters Score -8426016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -8366993.500000 Penalty: 3702.979004
	Iteration 0F: 3 clusters Score -8366994 nChanged 42252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -8391720.000000 Penalty: 3702.979004
	Iteration 1F: 3 clusters Score -8391720 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -8392706.000000 Penalty: 3702.979004
	Iteration 2Q: 3 clusters Score -8392706 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -8393978.000000 Penalty: 3702.979004
	Iteration 3Q: 3 clusters Score -8393978 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -8395695.000000 Penalty: 3702.979004
	Iteration 4Q: 3 clusters Score -8395695 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -8398114.000000 Penalty: 3702.979004
	Iteration 5F: 3 clusters Score -8398114 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -8401431.000000 Penalty: 3702.979004
	Iteration 6F: 3 clusters Score -8401431 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -8405797.000000 Penalty: 3702.979004
	Iteration 7F: 3 clusters Score -8405797 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -8410632.000000 Penalty: 3702.979004
	Iteration 8F: 3 clusters Score -8410632 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -8415098.000000 Penalty: 3702.979004
	Iteration 9F: 3 clusters Score -8415098 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 78160 members 
Entering Unmasked Estep 
Score: -8418795.000000 Penalty: 3702.979004
	Iteration 10Q: 3 clusters Score -8418795 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -8421347.000000 Penalty: 3702.979004
	Iteration 11Q: 3 clusters Score -8421347 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -8422620.000000 Penalty: 3702.979004
	Iteration 12Q: 3 clusters Score -8422620 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 82855 members 
Entering Unmasked Estep 
Score: -8423229.000000 Penalty: 3702.979004
	Iteration 13Q: 3 clusters Score -8423229 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 83498 members 
Entering Unmasked Estep 
Score: -8423649.000000 Penalty: 3702.979004
	Iteration 14Q: 3 clusters Score -8423649 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 83980 members 
Entering Unmasked Estep 
Score: -8423920.000000 Penalty: 3702.979004
	Iteration 15Q: 3 clusters Score -8423920 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -8424093.000000 Penalty: 3702.979004
	Iteration 16Q: 3 clusters Score -8424093 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -8424205.000000 Penalty: 3702.979004
	Iteration 17Q: 3 clusters Score -8424205 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 84932 members 
Entering Unmasked Estep 
Score: -8424299.000000 Penalty: 3702.979004
	Iteration 18Q: 3 clusters Score -8424299 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -8424337.000000 Penalty: 3702.979004
	Iteration 19Q: 3 clusters Score -8424337 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 85294 members 
Entering Unmasked Estep 
Score: -8424382.000000 Penalty: 3702.979004
	Iteration 20F: 3 clusters Score -8424382 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 85434 members 
Entering Unmasked Estep 
Score: -8424435.000000 Penalty: 3702.979004
	Iteration 21Q: 3 clusters Score -8424435 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -8424444.000000 Penalty: 3702.979004
	Iteration 22Q: 3 clusters Score -8424444 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 85644 members 
Entering Unmasked Estep 
Score: -8424452.000000 Penalty: 3702.979004
	Iteration 23Q: 3 clusters Score -8424452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -8424477.000000 Penalty: 3702.979004
	Iteration 24Q: 3 clusters Score -8424477 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -8424480.000000 Penalty: 3702.979004
	Iteration 25Q: 3 clusters Score -8424480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -8424504.000000 Penalty: 3702.979004
	Iteration 26Q: 3 clusters Score -8424504 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -8424537.000000 Penalty: 3702.979004
	Iteration 27Q: 3 clusters Score -8424537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -8424548.000000 Penalty: 3702.979004
	Iteration 28Q: 3 clusters Score -8424548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -8424555.000000 Penalty: 3702.979004
	Iteration 29Q: 3 clusters Score -8424555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 86114 members 
Entering Unmasked Estep 
Score: -8424570.000000 Penalty: 3702.979004
	Iteration 30Q: 3 clusters Score -8424570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 86166 members 
Entering Unmasked Estep 
Score: -8424579.000000 Penalty: 3702.979004
	Iteration 31Q: 3 clusters Score -8424579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 86210 members 
Entering Unmasked Estep 
Score: -8424599.000000 Penalty: 3702.979004
	Iteration 32Q: 3 clusters Score -8424599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -8424614.000000 Penalty: 3702.979004
	Iteration 33Q: 3 clusters Score -8424614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -8424616.000000 Penalty: 3702.979004
	Iteration 34Q: 3 clusters Score -8424616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -8424612.000000 Penalty: 3702.979004
	Iteration 35Q: 3 clusters Score -8424612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 86331 members 
Entering Unmasked Estep 
Score: -8424611.000000 Penalty: 3702.979004
	Iteration 36Q: 3 clusters Score -8424611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -8424614.000000 Penalty: 3702.979004
	Iteration 37Q: 3 clusters Score -8424614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 86387 members 
Entering Unmasked Estep 
Score: -8424607.000000 Penalty: 3702.979004
	Iteration 38Q: 3 clusters Score -8424607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 86407 members 
Entering Unmasked Estep 
Score: -8424608.000000 Penalty: 3702.979004
	Iteration 39Q: 3 clusters Score -8424608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -8424602.000000 Penalty: 3702.979004
	Iteration 40F: 3 clusters Score -8424602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -8424601.000000 Penalty: 3702.979004
	Iteration 41Q: 3 clusters Score -8424601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -8424619.000000 Penalty: 3702.979004
	Iteration 42Q: 3 clusters Score -8424619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -8424627.000000 Penalty: 3702.979004
	Iteration 43Q: 3 clusters Score -8424627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -8424638.000000 Penalty: 3702.979004
	Iteration 44Q: 3 clusters Score -8424638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -8424644.000000 Penalty: 3702.979004
	Iteration 45Q: 3 clusters Score -8424644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
Score: -8424635.000000 Penalty: 3702.979004
	Iteration 46Q: 3 clusters Score -8424635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -8424636.000000 Penalty: 3702.979004
	Iteration 47Q: 3 clusters Score -8424636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -8424640.000000 Penalty: 3702.979004
	Iteration 48Q: 3 clusters Score -8424640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -8424638.000000 Penalty: 3702.979004
	Iteration 49Q: 3 clusters Score -8424638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -8424631.000000 Penalty: 3702.979004
	Iteration 50Q: 3 clusters Score -8424631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -8424627.000000 Penalty: 3702.979004
	Iteration 51Q: 3 clusters Score -8424627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -8424633.000000 Penalty: 3702.979004
	Iteration 52Q: 3 clusters Score -8424633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 86568 members 
Entering Unmasked Estep 
Score: -8424632.000000 Penalty: 3702.979004
	Iteration 53Q: 3 clusters Score -8424632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -8424629.000000 Penalty: 3702.979004
	Iteration 54Q: 3 clusters Score -8424629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -8424635.000000 Penalty: 3702.979004
	Iteration 55Q: 3 clusters Score -8424635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -8424637.000000 Penalty: 3702.979004
	Iteration 56Q: 3 clusters Score -8424637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -8424626.000000 Penalty: 3702.979004
	Iteration 57Q: 3 clusters Score -8424626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 86621 members 
Entering Unmasked Estep 
Score: -8424634.000000 Penalty: 3702.979004
	Iteration 58Q: 3 clusters Score -8424634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -8424645.000000 Penalty: 3702.979004
	Iteration 59Q: 3 clusters Score -8424645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -8424649.000000 Penalty: 3702.979004
	Iteration 60F: 3 clusters Score -8424649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -8424650.000000 Penalty: 3702.979004
	Iteration 61Q: 3 clusters Score -8424650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -8424649.000000 Penalty: 3702.979004
	Iteration 62Q: 3 clusters Score -8424649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -8424655.000000 Penalty: 3702.979004
	Iteration 63Q: 3 clusters Score -8424655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -8424669.000000 Penalty: 3702.979004
	Iteration 64Q: 3 clusters Score -8424669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -8424669.000000 Penalty: 3702.979004
	Iteration 65Q: 3 clusters Score -8424669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -8424662.000000 Penalty: 3702.979004
	Iteration 66Q: 3 clusters Score -8424662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -8424668.000000 Penalty: 3702.979004
	Iteration 67Q: 3 clusters Score -8424668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 86762 members 
Entering Unmasked Estep 
Score: -8424678.000000 Penalty: 3702.979004
	Iteration 68Q: 3 clusters Score -8424678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -8424679.000000 Penalty: 3702.979004
	Iteration 69Q: 3 clusters Score -8424679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 86786 members 
Entering Unmasked Estep 
Score: -8424683.000000 Penalty: 3702.979004
	Iteration 70Q: 3 clusters Score -8424683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -8424683.000000 Penalty: 3702.979004
	Iteration 71Q: 3 clusters Score -8424683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -8424686.000000 Penalty: 3702.979004
	Iteration 72Q: 3 clusters Score -8424686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 86820 members 
Entering Unmasked Estep 
Score: -8424684.000000 Penalty: 3702.979004
	Iteration 73Q: 3 clusters Score -8424684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -8424690.000000 Penalty: 3702.979004
	Iteration 74Q: 3 clusters Score -8424690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -8424692.000000 Penalty: 3702.979004
	Iteration 75Q: 3 clusters Score -8424692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 86851 members 
Entering Unmasked Estep 
Score: -8424691.000000 Penalty: 3702.979004
	Iteration 76Q: 3 clusters Score -8424691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -8424693.000000 Penalty: 3702.979004
	Iteration 77Q: 3 clusters Score -8424693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 86871 members 
Entering Unmasked Estep 
Score: -8424693.000000 Penalty: 3702.979004
	Iteration 78Q: 3 clusters Score -8424693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -8424700.000000 Penalty: 3702.979004
	Iteration 79Q: 3 clusters Score -8424700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -8424696.000000 Penalty: 3702.979004
	Iteration 80F: 3 clusters Score -8424696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -8424711.000000 Penalty: 3702.979004
	Iteration 81Q: 3 clusters Score -8424711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -8424710.000000 Penalty: 3702.979004
	Iteration 82Q: 3 clusters Score -8424710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -8424718.000000 Penalty: 3702.979004
	Iteration 83Q: 3 clusters Score -8424718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -8424712.000000 Penalty: 3702.979004
	Iteration 84Q: 3 clusters Score -8424712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -8424726.000000 Penalty: 3702.979004
	Iteration 85Q: 3 clusters Score -8424726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 86924 members 
Entering Unmasked Estep 
Score: -8424719.000000 Penalty: 3702.979004
	Iteration 86Q: 3 clusters Score -8424719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -8424725.000000 Penalty: 3702.979004
	Iteration 87Q: 3 clusters Score -8424725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -8424727.000000 Penalty: 3702.979004
	Iteration 88Q: 3 clusters Score -8424727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -8424721.000000 Penalty: 3702.979004
	Iteration 89Q: 3 clusters Score -8424721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -8424718.000000 Penalty: 3702.979004
	Iteration 90Q: 3 clusters Score -8424718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -8424716.000000 Penalty: 3702.979004
	Iteration 91Q: 3 clusters Score -8424716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -8424716.000000 Penalty: 3702.979004
	Iteration 92F: 3 clusters Score -8424716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -484982.593750 Penalty: 1387.261841
	Iteration 0F: 2 clusters Score -484982.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -480979.343750 Penalty: 2774.523682
	Iteration 0F: 3 clusters Score -480979.3 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -482153.375000 Penalty: 2774.523682
	Iteration 1F: 3 clusters Score -482153.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -482364.500000 Penalty: 2774.523682
	Iteration 2F: 3 clusters Score -482364.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -482534.125000 Penalty: 2774.523682
	Iteration 3F: 3 clusters Score -482534.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -482667.750000 Penalty: 2774.523682
	Iteration 4Q: 3 clusters Score -482667.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -482788.343750 Penalty: 2774.523682
	Iteration 5Q: 3 clusters Score -482788.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -482883.875000 Penalty: 2774.523682
	Iteration 6Q: 3 clusters Score -482883.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -482970.218750 Penalty: 2774.523682
	Iteration 7Q: 3 clusters Score -482970.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -483059.218750 Penalty: 2774.523682
	Iteration 8Q: 3 clusters Score -483059.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -483143.968750 Penalty: 2774.523682
	Iteration 9Q: 3 clusters Score -483144 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -483222.781250 Penalty: 2774.523682
	Iteration 10Q: 3 clusters Score -483222.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -483293.031250 Penalty: 2774.523682
	Iteration 11Q: 3 clusters Score -483293 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -483338.062500 Penalty: 2774.523682
	Iteration 12Q: 3 clusters Score -483338.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -483388.187500 Penalty: 2774.523682
	Iteration 13Q: 3 clusters Score -483388.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -483442.062500 Penalty: 2774.523682
	Iteration 14Q: 3 clusters Score -483442.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -483496.968750 Penalty: 2774.523682
	Iteration 15Q: 3 clusters Score -483497 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -483549.031250 Penalty: 2774.523682
	Iteration 16Q: 3 clusters Score -483549 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -483607.781250 Penalty: 2774.523682
	Iteration 17Q: 3 clusters Score -483607.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -483657.906250 Penalty: 2774.523682
	Iteration 18Q: 3 clusters Score -483657.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -483685.843750 Penalty: 2774.523682
	Iteration 19Q: 3 clusters Score -483685.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -483706.718750 Penalty: 2774.523682
	Iteration 20F: 3 clusters Score -483706.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -483722.093750 Penalty: 2774.523682
	Iteration 21Q: 3 clusters Score -483722.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -483742.343750 Penalty: 2774.523682
	Iteration 22Q: 3 clusters Score -483742.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -483762.343750 Penalty: 2774.523682
	Iteration 23Q: 3 clusters Score -483762.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -483781.125000 Penalty: 2774.523682
	Iteration 24Q: 3 clusters Score -483781.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -483793.500000 Penalty: 2774.523682
	Iteration 25Q: 3 clusters Score -483793.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -483808.343750 Penalty: 2774.523682
	Iteration 26Q: 3 clusters Score -483808.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -483816.875000 Penalty: 2774.523682
	Iteration 27Q: 3 clusters Score -483816.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -483827.187500 Penalty: 2774.523682
	Iteration 28Q: 3 clusters Score -483827.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -483834.406250 Penalty: 2774.523682
	Iteration 29Q: 3 clusters Score -483834.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -483837.468750 Penalty: 2774.523682
	Iteration 30Q: 3 clusters Score -483837.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -483840.718750 Penalty: 2774.523682
	Iteration 31Q: 3 clusters Score -483840.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -483841.062500 Penalty: 2774.523682
	Iteration 32Q: 3 clusters Score -483841.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -483842.218750 Penalty: 2774.523682
	Iteration 33Q: 3 clusters Score -483842.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -483843.937500 Penalty: 2774.523682
	Iteration 34Q: 3 clusters Score -483843.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -483844.781250 Penalty: 2774.523682
	Iteration 35Q: 3 clusters Score -483844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -483845.718750 Penalty: 2774.523682
	Iteration 36Q: 3 clusters Score -483845.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -483846.125000 Penalty: 2774.523682
	Iteration 37Q: 3 clusters Score -483846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -483847.218750 Penalty: 2774.523682
	Iteration 38Q: 3 clusters Score -483847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -483849.281250 Penalty: 2774.523682
	Iteration 39Q: 3 clusters Score -483849.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -483850.187500 Penalty: 2774.523682
	Iteration 40F: 3 clusters Score -483850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -483852.000000 Penalty: 2774.523682
	Iteration 41Q: 3 clusters Score -483852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -483853.156250 Penalty: 2774.523682
	Iteration 42Q: 3 clusters Score -483853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -483853.656250 Penalty: 2774.523682
	Iteration 43Q: 3 clusters Score -483853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -483856.812500 Penalty: 2774.523682
	Iteration 44Q: 3 clusters Score -483856.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -483860.562500 Penalty: 2774.523682
	Iteration 45Q: 3 clusters Score -483860.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -483864.437500 Penalty: 2774.523682
	Iteration 46Q: 3 clusters Score -483864.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -483866.843750 Penalty: 2774.523682
	Iteration 47Q: 3 clusters Score -483866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -483869.250000 Penalty: 2774.523682
	Iteration 48Q: 3 clusters Score -483869.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -483870.875000 Penalty: 2774.523682
	Iteration 49Q: 3 clusters Score -483870.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -483874.968750 Penalty: 2774.523682
	Iteration 50Q: 3 clusters Score -483875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -483879.656250 Penalty: 2774.523682
	Iteration 51Q: 3 clusters Score -483879.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -483881.937500 Penalty: 2774.523682
	Iteration 52Q: 3 clusters Score -483881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -483883.031250 Penalty: 2774.523682
	Iteration 53Q: 3 clusters Score -483883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -483884.562500 Penalty: 2774.523682
	Iteration 54Q: 3 clusters Score -483884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -483885.500000 Penalty: 2774.523682
	Iteration 55Q: 3 clusters Score -483885.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -483885.500000 Penalty: 2774.523682
	Iteration 56Q: 3 clusters Score -483885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -483886.125000 Penalty: 2774.523682
	Iteration 57Q: 3 clusters Score -483886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -483886.093750 Penalty: 2774.523682
	Iteration 58Q: 3 clusters Score -483886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -483886.718750 Penalty: 2774.523682
	Iteration 59Q: 3 clusters Score -483886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -483886.750000 Penalty: 2774.523682
	Iteration 60F: 3 clusters Score -483886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -483887.718750 Penalty: 2774.523682
	Iteration 61Q: 3 clusters Score -483887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -483888.937500 Penalty: 2774.523682
	Iteration 62Q: 3 clusters Score -483888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -483889.593750 Penalty: 2774.523682
	Iteration 63Q: 3 clusters Score -483889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -483889.718750 Penalty: 2774.523682
	Iteration 64Q: 3 clusters Score -483889.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -483889.968750 Penalty: 2774.523682
	Iteration 65Q: 3 clusters Score -483890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -483890.187500 Penalty: 2774.523682
	Iteration 66Q: 3 clusters Score -483890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -483891.468750 Penalty: 2774.523682
	Iteration 67Q: 3 clusters Score -483891.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -483891.937500 Penalty: 2774.523682
	Iteration 68Q: 3 clusters Score -483891.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -483896.656250 Penalty: 2774.523682
	Iteration 69Q: 3 clusters Score -483896.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -483898.093750 Penalty: 2774.523682
	Iteration 70Q: 3 clusters Score -483898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -483899.531250 Penalty: 2774.523682
	Iteration 71Q: 3 clusters Score -483899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -483902.218750 Penalty: 2774.523682
	Iteration 72Q: 3 clusters Score -483902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -483906.125000 Penalty: 2774.523682
	Iteration 73Q: 3 clusters Score -483906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -483908.687500 Penalty: 2774.523682
	Iteration 74Q: 3 clusters Score -483908.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -483914.468750 Penalty: 2774.523682
	Iteration 75Q: 3 clusters Score -483914.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -483916.718750 Penalty: 2774.523682
	Iteration 76Q: 3 clusters Score -483916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -483917.750000 Penalty: 2774.523682
	Iteration 77Q: 3 clusters Score -483917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -483917.687500 Penalty: 2774.523682
	Iteration 78Q: 3 clusters Score -483917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -483917.687500 Penalty: 2774.523682
	Iteration 79F: 3 clusters Score -483917.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Entering Unmasked Estep 
Score: -2232988.000000 Penalty: 1638.190552
	Iteration 0F: 2 clusters Score -2232988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2216846.250000 Penalty: 3276.381104
	Iteration 0F: 3 clusters Score -2216846 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2222918.000000 Penalty: 3276.381104
	Iteration 1F: 3 clusters Score -2222918 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2223604.250000 Penalty: 3276.381104
	Iteration 2F: 3 clusters Score -2223604 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2224446.500000 Penalty: 3276.381104
	Iteration 3F: 3 clusters Score -2224446 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2225363.250000 Penalty: 3276.381104
	Iteration 4F: 3 clusters Score -2225363 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2226379.750000 Penalty: 3276.381104
	Iteration 5F: 3 clusters Score -2226380 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2227393.750000 Penalty: 3276.381104
	Iteration 6F: 3 clusters Score -2227394 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2228471.750000 Penalty: 3276.381104
	Iteration 7F: 3 clusters Score -2228472 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2229439.250000 Penalty: 3276.381104
	Iteration 8F: 3 clusters Score -2229439 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2230185.750000 Penalty: 3276.381104
	Iteration 9Q: 3 clusters Score -2230186 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2230683.000000 Penalty: 3276.381104
	Iteration 10Q: 3 clusters Score -2230683 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2230928.750000 Penalty: 3276.381104
	Iteration 11Q: 3 clusters Score -2230929 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2231030.750000 Penalty: 3276.381104
	Iteration 12Q: 3 clusters Score -2231031 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2231078.000000 Penalty: 3276.381104
	Iteration 13Q: 3 clusters Score -2231078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2231102.250000 Penalty: 3276.381104
	Iteration 14Q: 3 clusters Score -2231102 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2231127.000000 Penalty: 3276.381104
	Iteration 15Q: 3 clusters Score -2231127 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2231135.250000 Penalty: 3276.381104
	Iteration 16Q: 3 clusters Score -2231135 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2231147.000000 Penalty: 3276.381104
	Iteration 17Q: 3 clusters Score -2231147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2231159.250000 Penalty: 3276.381104
	Iteration 18Q: 3 clusters Score -2231159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2231166.000000 Penalty: 3276.381104
	Iteration 19Q: 3 clusters Score -2231166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2231170.250000 Penalty: 3276.381104
	Iteration 20F: 3 clusters Score -2231170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2231176.250000 Penalty: 3276.381104
	Iteration 21Q: 3 clusters Score -2231176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2231181.250000 Penalty: 3276.381104
	Iteration 22Q: 3 clusters Score -2231181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2231191.000000 Penalty: 3276.381104
	Iteration 23Q: 3 clusters Score -2231191 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2231197.750000 Penalty: 3276.381104
	Iteration 24Q: 3 clusters Score -2231198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2231211.500000 Penalty: 3276.381104
	Iteration 25Q: 3 clusters Score -2231212 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2231229.750000 Penalty: 3276.381104
	Iteration 26Q: 3 clusters Score -2231230 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2231230.000000 Penalty: 3276.381104
	Iteration 27Q: 3 clusters Score -2231230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2231234.500000 Penalty: 3276.381104
	Iteration 28Q: 3 clusters Score -2231234 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2231254.250000 Penalty: 3276.381104
	Iteration 29Q: 3 clusters Score -2231254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2231265.000000 Penalty: 3276.381104
	Iteration 30Q: 3 clusters Score -2231265 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2231283.750000 Penalty: 3276.381104
	Iteration 31Q: 3 clusters Score -2231284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2231298.750000 Penalty: 3276.381104
	Iteration 32Q: 3 clusters Score -2231299 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2231309.750000 Penalty: 3276.381104
	Iteration 33Q: 3 clusters Score -2231310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2231329.250000 Penalty: 3276.381104
	Iteration 34Q: 3 clusters Score -2231329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2231348.500000 Penalty: 3276.381104
	Iteration 35Q: 3 clusters Score -2231348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2231351.250000 Penalty: 3276.381104
	Iteration 36Q: 3 clusters Score -2231351 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2231366.000000 Penalty: 3276.381104
	Iteration 37Q: 3 clusters Score -2231366 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2231372.500000 Penalty: 3276.381104
	Iteration 38Q: 3 clusters Score -2231372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2231383.000000 Penalty: 3276.381104
	Iteration 39Q: 3 clusters Score -2231383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2231387.500000 Penalty: 3276.381104
	Iteration 40F: 3 clusters Score -2231388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2231402.750000 Penalty: 3276.381104
	Iteration 41Q: 3 clusters Score -2231403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2231405.750000 Penalty: 3276.381104
	Iteration 42Q: 3 clusters Score -2231406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2231408.000000 Penalty: 3276.381104
	Iteration 43Q: 3 clusters Score -2231408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2231411.500000 Penalty: 3276.381104
	Iteration 44Q: 3 clusters Score -2231412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2231414.000000 Penalty: 3276.381104
	Iteration 45Q: 3 clusters Score -2231414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2231414.250000 Penalty: 3276.381104
	Iteration 46Q: 3 clusters Score -2231414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2231418.000000 Penalty: 3276.381104
	Iteration 47Q: 3 clusters Score -2231418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2231419.000000 Penalty: 3276.381104
	Iteration 48Q: 3 clusters Score -2231419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2231421.500000 Penalty: 3276.381104
	Iteration 49Q: 3 clusters Score -2231422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2231427.500000 Penalty: 3276.381104
	Iteration 50Q: 3 clusters Score -2231428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2231433.250000 Penalty: 3276.381104
	Iteration 51Q: 3 clusters Score -2231433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2231440.000000 Penalty: 3276.381104
	Iteration 52Q: 3 clusters Score -2231440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2231434.250000 Penalty: 3276.381104
	Iteration 53Q: 3 clusters Score -2231434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2231436.750000 Penalty: 3276.381104
	Iteration 54Q: 3 clusters Score -2231437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2231433.750000 Penalty: 3276.381104
	Iteration 55Q: 3 clusters Score -2231434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2231432.750000 Penalty: 3276.381104
	Iteration 56Q: 3 clusters Score -2231433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2231433.000000 Penalty: 3276.381104
	Iteration 57Q: 3 clusters Score -2231433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2231436.250000 Penalty: 3276.381104
	Iteration 58Q: 3 clusters Score -2231436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2231439.500000 Penalty: 3276.381104
	Iteration 59Q: 3 clusters Score -2231440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2231448.750000 Penalty: 3276.381104
	Iteration 60F: 3 clusters Score -2231449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2231455.750000 Penalty: 3276.381104
	Iteration 61Q: 3 clusters Score -2231456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2231463.500000 Penalty: 3276.381104
	Iteration 62Q: 3 clusters Score -2231464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2231462.250000 Penalty: 3276.381104
	Iteration 63Q: 3 clusters Score -2231462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2231470.250000 Penalty: 3276.381104
	Iteration 64Q: 3 clusters Score -2231470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2231470.000000 Penalty: 3276.381104
	Iteration 65Q: 3 clusters Score -2231470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2231476.750000 Penalty: 3276.381104
	Iteration 66Q: 3 clusters Score -2231477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2231477.750000 Penalty: 3276.381104
	Iteration 67Q: 3 clusters Score -2231478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2231483.250000 Penalty: 3276.381104
	Iteration 68Q: 3 clusters Score -2231483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2231485.750000 Penalty: 3276.381104
	Iteration 69Q: 3 clusters Score -2231486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2231486.500000 Penalty: 3276.381104
	Iteration 70Q: 3 clusters Score -2231486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2231492.250000 Penalty: 3276.381104
	Iteration 71Q: 3 clusters Score -2231492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2231492.250000 Penalty: 3276.381104
	Iteration 72Q: 3 clusters Score -2231492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2231495.750000 Penalty: 3276.381104
	Iteration 73Q: 3 clusters Score -2231496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2231498.250000 Penalty: 3276.381104
	Iteration 74Q: 3 clusters Score -2231498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2231504.250000 Penalty: 3276.381104
	Iteration 75Q: 3 clusters Score -2231504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2231498.250000 Penalty: 3276.381104
	Iteration 76Q: 3 clusters Score -2231498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2231505.000000 Penalty: 3276.381104
	Iteration 77Q: 3 clusters Score -2231505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2231503.500000 Penalty: 3276.381104
	Iteration 78Q: 3 clusters Score -2231504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2231505.750000 Penalty: 3276.381104
	Iteration 79Q: 3 clusters Score -2231506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2231512.250000 Penalty: 3276.381104
	Iteration 80F: 3 clusters Score -2231512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2231507.250000 Penalty: 3276.381104
	Iteration 81Q: 3 clusters Score -2231507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2231509.500000 Penalty: 3276.381104
	Iteration 82Q: 3 clusters Score -2231510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2231513.750000 Penalty: 3276.381104
	Iteration 83Q: 3 clusters Score -2231514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2231516.000000 Penalty: 3276.381104
	Iteration 84Q: 3 clusters Score -2231516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2231515.250000 Penalty: 3276.381104
	Iteration 85Q: 3 clusters Score -2231515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2231518.250000 Penalty: 3276.381104
	Iteration 86Q: 3 clusters Score -2231518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2231520.500000 Penalty: 3276.381104
	Iteration 87Q: 3 clusters Score -2231520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2231525.750000 Penalty: 3276.381104
	Iteration 88Q: 3 clusters Score -2231526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2231526.250000 Penalty: 3276.381104
	Iteration 89Q: 3 clusters Score -2231526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2231522.500000 Penalty: 3276.381104
	Iteration 90Q: 3 clusters Score -2231522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2231522.250000 Penalty: 3276.381104
	Iteration 91Q: 3 clusters Score -2231522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2231523.250000 Penalty: 3276.381104
	Iteration 92Q: 3 clusters Score -2231523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2231527.250000 Penalty: 3276.381104
	Iteration 93Q: 3 clusters Score -2231527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2231529.500000 Penalty: 3276.381104
	Iteration 94Q: 3 clusters Score -2231530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2231526.250000 Penalty: 3276.381104
	Iteration 95Q: 3 clusters Score -2231526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2231528.250000 Penalty: 3276.381104
	Iteration 96Q: 3 clusters Score -2231528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2231529.000000 Penalty: 3276.381104
	Iteration 97Q: 3 clusters Score -2231529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2231527.750000 Penalty: 3276.381104
	Iteration 98Q: 3 clusters Score -2231528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2231526.000000 Penalty: 3276.381104
	Iteration 99Q: 3 clusters Score -2231526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2231524.750000 Penalty: 3276.381104
	Iteration 100F: 3 clusters Score -2231525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2231523.000000 Penalty: 3276.381104
	Iteration 101Q: 3 clusters Score -2231523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2231526.250000 Penalty: 3276.381104
	Iteration 102Q: 3 clusters Score -2231526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2231525.000000 Penalty: 3276.381104
	Iteration 103Q: 3 clusters Score -2231525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2231522.750000 Penalty: 3276.381104
	Iteration 104Q: 3 clusters Score -2231523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2231523.500000 Penalty: 3276.381104
	Iteration 105Q: 3 clusters Score -2231524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2231527.500000 Penalty: 3276.381104
	Iteration 106Q: 3 clusters Score -2231528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2231527.750000 Penalty: 3276.381104
	Iteration 107Q: 3 clusters Score -2231528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2231529.750000 Penalty: 3276.381104
	Iteration 108Q: 3 clusters Score -2231530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2231529.250000 Penalty: 3276.381104
	Iteration 109Q: 3 clusters Score -2231529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2231521.750000 Penalty: 3276.381104
	Iteration 110Q: 3 clusters Score -2231522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2231523.500000 Penalty: 3276.381104
	Iteration 111Q: 3 clusters Score -2231524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2231524.000000 Penalty: 3276.381104
	Iteration 112Q: 3 clusters Score -2231524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2231524.750000 Penalty: 3276.381104
	Iteration 113Q: 3 clusters Score -2231525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2231526.750000 Penalty: 3276.381104
	Iteration 114Q: 3 clusters Score -2231527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2231527.000000 Penalty: 3276.381104
	Iteration 115Q: 3 clusters Score -2231527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2231527.000000 Penalty: 3276.381104
	Iteration 116Q: 3 clusters Score -2231527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2231529.250000 Penalty: 3276.381104
	Iteration 117Q: 3 clusters Score -2231529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2231527.250000 Penalty: 3276.381104
	Iteration 118Q: 3 clusters Score -2231527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2231527.750000 Penalty: 3276.381104
	Iteration 119Q: 3 clusters Score -2231528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2231527.750000 Penalty: 3276.381104
	Iteration 120F: 3 clusters Score -2231528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -385889.062500 Penalty: 1371.199463
	Iteration 0F: 2 clusters Score -385889.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -382315.375000 Penalty: 2742.398926
	Iteration 0F: 3 clusters Score -382315.4 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -384401.687500 Penalty: 2742.398926
	Iteration 1F: 3 clusters Score -384401.7 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -385915.312500 Penalty: 2742.398926
	Iteration 2F: 3 clusters Score -385915.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -387382.000000 Penalty: 2742.398926
	Iteration 3F: 3 clusters Score -387382 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -388456.875000 Penalty: 2742.398926
	Iteration 4F: 3 clusters Score -388456.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -388971.125000 Penalty: 2742.398926
	Iteration 5Q: 3 clusters Score -388971.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -389340.812500 Penalty: 2742.398926
	Iteration 6Q: 3 clusters Score -389340.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -389619.156250 Penalty: 2742.398926
	Iteration 7Q: 3 clusters Score -389619.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -389750.062500 Penalty: 2742.398926
	Iteration 8Q: 3 clusters Score -389750.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -389777.125000 Penalty: 2742.398926
	Iteration 9Q: 3 clusters Score -389777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -389782.500000 Penalty: 2742.398926
	Iteration 10Q: 3 clusters Score -389782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -389785.718750 Penalty: 2742.398926
	Iteration 11Q: 3 clusters Score -389785.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -389789.781250 Penalty: 2742.398926
	Iteration 12Q: 3 clusters Score -389789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -389792.125000 Penalty: 2742.398926
	Iteration 13Q: 3 clusters Score -389792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -389792.125000 Penalty: 2742.398926
	Iteration 14F: 3 clusters Score -389792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 30255 members 
Mstep: Class 8 contains 24053 members 
Mstep: Class 9 contains 794 members 
Mstep: Class 10 contains 88768 members 
Mstep: Class 11 contains 5100 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 16515 members 
Mstep: Class 15 contains 15382 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 1942 members 
Mstep: Class 18 contains 42117 members 
Mstep: Class 19 contains 9411 members 
Mstep: Class 20 contains 121236 members 
Mstep: Class 21 contains 13324 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 3558 members 
Entering Unmasked Estep 
Score: -44810104.000000 Penalty: 48899.824219
Splitting cluster 13 changes total score from -44805432.000000 to -44810104.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (16515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Entering Unmasked Estep 
Score: -1562460.000000 Penalty: 1578.203979
	Iteration 0F: 2 clusters Score -1562460 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 8299 members 
Entering Unmasked Estep 
Score: -1551143.875000 Penalty: 3156.407959
	Iteration 0F: 3 clusters Score -1551144 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1555094.875000 Penalty: 3156.407959
	Iteration 1F: 3 clusters Score -1555095 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1555407.250000 Penalty: 3156.407959
	Iteration 2F: 3 clusters Score -1555407 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1555686.000000 Penalty: 3156.407959
	Iteration 3Q: 3 clusters Score -1555686 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1555991.375000 Penalty: 3156.407959
	Iteration 4Q: 3 clusters Score -1555991 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1556326.125000 Penalty: 3156.407959
	Iteration 5Q: 3 clusters Score -1556326 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1556752.250000 Penalty: 3156.407959
	Iteration 6Q: 3 clusters Score -1556752 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1557255.125000 Penalty: 3156.407959
	Iteration 7Q: 3 clusters Score -1557255 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1557824.000000 Penalty: 3156.407959
	Iteration 8F: 3 clusters Score -1557824 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1558357.875000 Penalty: 3156.407959
	Iteration 9Q: 3 clusters Score -1558358 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1558811.250000 Penalty: 3156.407959
	Iteration 10Q: 3 clusters Score -1558811 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1559164.875000 Penalty: 3156.407959
	Iteration 11Q: 3 clusters Score -1559165 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1559411.125000 Penalty: 3156.407959
	Iteration 12Q: 3 clusters Score -1559411 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1559595.250000 Penalty: 3156.407959
	Iteration 13Q: 3 clusters Score -1559595 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1559722.625000 Penalty: 3156.407959
	Iteration 14Q: 3 clusters Score -1559723 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1559854.875000 Penalty: 3156.407959
	Iteration 15Q: 3 clusters Score -1559855 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1559979.875000 Penalty: 3156.407959
	Iteration 16Q: 3 clusters Score -1559980 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1560087.875000 Penalty: 3156.407959
	Iteration 17Q: 3 clusters Score -1560088 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1560193.250000 Penalty: 3156.407959
	Iteration 18Q: 3 clusters Score -1560193 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1560310.375000 Penalty: 3156.407959
	Iteration 19Q: 3 clusters Score -1560310 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1560432.125000 Penalty: 3156.407959
	Iteration 20F: 3 clusters Score -1560432 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1560569.000000 Penalty: 3156.407959
	Iteration 21Q: 3 clusters Score -1560569 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1560722.500000 Penalty: 3156.407959
	Iteration 22Q: 3 clusters Score -1560722 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1560879.125000 Penalty: 3156.407959
	Iteration 23Q: 3 clusters Score -1560879 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1561015.750000 Penalty: 3156.407959
	Iteration 24Q: 3 clusters Score -1561016 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1561120.750000 Penalty: 3156.407959
	Iteration 25Q: 3 clusters Score -1561121 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1561205.375000 Penalty: 3156.407959
	Iteration 26Q: 3 clusters Score -1561205 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1561269.000000 Penalty: 3156.407959
	Iteration 27Q: 3 clusters Score -1561269 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1561299.750000 Penalty: 3156.407959
	Iteration 28Q: 3 clusters Score -1561300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1561331.125000 Penalty: 3156.407959
	Iteration 29Q: 3 clusters Score -1561331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1561350.000000 Penalty: 3156.407959
	Iteration 30Q: 3 clusters Score -1561350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1561373.500000 Penalty: 3156.407959
	Iteration 31Q: 3 clusters Score -1561374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1561385.000000 Penalty: 3156.407959
	Iteration 32Q: 3 clusters Score -1561385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1561392.750000 Penalty: 3156.407959
	Iteration 33Q: 3 clusters Score -1561393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1561396.375000 Penalty: 3156.407959
	Iteration 34Q: 3 clusters Score -1561396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1561400.875000 Penalty: 3156.407959
	Iteration 35Q: 3 clusters Score -1561401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1561404.625000 Penalty: 3156.407959
	Iteration 36Q: 3 clusters Score -1561405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1561406.250000 Penalty: 3156.407959
	Iteration 37Q: 3 clusters Score -1561406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1561407.500000 Penalty: 3156.407959
	Iteration 38Q: 3 clusters Score -1561408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1561409.500000 Penalty: 3156.407959
	Iteration 39Q: 3 clusters Score -1561410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1561409.000000 Penalty: 3156.407959
	Iteration 40F: 3 clusters Score -1561409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Entering Unmasked Estep 
Score: -1475790.000000 Penalty: 1566.654907
	Iteration 0F: 2 clusters Score -1475790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1465150.000000 Penalty: 3133.309814
	Iteration 0F: 3 clusters Score -1465150 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1469044.875000 Penalty: 3133.309814
	Iteration 1F: 3 clusters Score -1469045 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1469400.000000 Penalty: 3133.309814
	Iteration 2F: 3 clusters Score -1469400 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1469737.500000 Penalty: 3133.309814
	Iteration 3F: 3 clusters Score -1469738 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1470094.625000 Penalty: 3133.309814
	Iteration 4Q: 3 clusters Score -1470095 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1470523.000000 Penalty: 3133.309814
	Iteration 5Q: 3 clusters Score -1470523 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1471072.875000 Penalty: 3133.309814
	Iteration 6F: 3 clusters Score -1471073 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1471807.125000 Penalty: 3133.309814
	Iteration 7F: 3 clusters Score -1471807 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1472648.250000 Penalty: 3133.309814
	Iteration 8F: 3 clusters Score -1472648 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1473389.875000 Penalty: 3133.309814
	Iteration 9F: 3 clusters Score -1473390 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1473928.250000 Penalty: 3133.309814
	Iteration 10Q: 3 clusters Score -1473928 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1474250.375000 Penalty: 3133.309814
	Iteration 11Q: 3 clusters Score -1474250 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1474433.625000 Penalty: 3133.309814
	Iteration 12Q: 3 clusters Score -1474434 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1474545.750000 Penalty: 3133.309814
	Iteration 13Q: 3 clusters Score -1474546 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1474620.000000 Penalty: 3133.309814
	Iteration 14Q: 3 clusters Score -1474620 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1474686.000000 Penalty: 3133.309814
	Iteration 15Q: 3 clusters Score -1474686 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1474732.625000 Penalty: 3133.309814
	Iteration 16Q: 3 clusters Score -1474733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1474771.000000 Penalty: 3133.309814
	Iteration 17Q: 3 clusters Score -1474771 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1474813.375000 Penalty: 3133.309814
	Iteration 18Q: 3 clusters Score -1474813 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1474844.625000 Penalty: 3133.309814
	Iteration 19Q: 3 clusters Score -1474845 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1474882.125000 Penalty: 3133.309814
	Iteration 20F: 3 clusters Score -1474882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1474924.000000 Penalty: 3133.309814
	Iteration 21Q: 3 clusters Score -1474924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1474960.625000 Penalty: 3133.309814
	Iteration 22Q: 3 clusters Score -1474961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1474986.375000 Penalty: 3133.309814
	Iteration 23Q: 3 clusters Score -1474986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1475005.875000 Penalty: 3133.309814
	Iteration 24Q: 3 clusters Score -1475006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1475017.250000 Penalty: 3133.309814
	Iteration 25Q: 3 clusters Score -1475017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1475026.625000 Penalty: 3133.309814
	Iteration 26Q: 3 clusters Score -1475027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1475035.000000 Penalty: 3133.309814
	Iteration 27Q: 3 clusters Score -1475035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1475046.875000 Penalty: 3133.309814
	Iteration 28Q: 3 clusters Score -1475047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1475049.375000 Penalty: 3133.309814
	Iteration 29Q: 3 clusters Score -1475049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1475054.125000 Penalty: 3133.309814
	Iteration 30Q: 3 clusters Score -1475054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1475054.750000 Penalty: 3133.309814
	Iteration 31Q: 3 clusters Score -1475055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1475056.250000 Penalty: 3133.309814
	Iteration 32Q: 3 clusters Score -1475056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1475056.125000 Penalty: 3133.309814
	Iteration 33Q: 3 clusters Score -1475056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1475058.375000 Penalty: 3133.309814
	Iteration 34Q: 3 clusters Score -1475058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1475059.250000 Penalty: 3133.309814
	Iteration 35Q: 3 clusters Score -1475059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1475061.250000 Penalty: 3133.309814
	Iteration 36Q: 3 clusters Score -1475061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1475060.250000 Penalty: 3133.309814
	Iteration 37Q: 3 clusters Score -1475060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1475060.250000 Penalty: 3133.309814
	Iteration 38F: 3 clusters Score -1475060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Entering Unmasked Estep 
Score: -4075869.250000 Penalty: 1730.333618
	Iteration 0F: 2 clusters Score -4075869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4047681.500000 Penalty: 3460.667236
	Iteration 0F: 3 clusters Score -4047682 nChanged 19627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4058800.000000 Penalty: 3460.667236
	Iteration 1F: 3 clusters Score -4058800 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -4059125.750000 Penalty: 3460.667236
	Iteration 2Q: 3 clusters Score -4059126 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -4059469.250000 Penalty: 3460.667236
	Iteration 3Q: 3 clusters Score -4059469 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4059775.000000 Penalty: 3460.667236
	Iteration 4Q: 3 clusters Score -4059775 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -4060212.750000 Penalty: 3460.667236
	Iteration 5Q: 3 clusters Score -4060213 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -4060906.750000 Penalty: 3460.667236
	Iteration 6Q: 3 clusters Score -4060907 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -4062195.250000 Penalty: 3460.667236
	Iteration 7F: 3 clusters Score -4062195 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -4064319.750000 Penalty: 3460.667236
	Iteration 8F: 3 clusters Score -4064320 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -4067368.750000 Penalty: 3460.667236
	Iteration 9F: 3 clusters Score -4067369 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4070479.000000 Penalty: 3460.667236
	Iteration 10F: 3 clusters Score -4070479 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4072693.000000 Penalty: 3460.667236
	Iteration 11F: 3 clusters Score -4072693 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4073739.250000 Penalty: 3460.667236
	Iteration 12Q: 3 clusters Score -4073739 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4074146.500000 Penalty: 3460.667236
	Iteration 13Q: 3 clusters Score -4074146 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4074323.500000 Penalty: 3460.667236
	Iteration 14Q: 3 clusters Score -4074324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4074380.750000 Penalty: 3460.667236
	Iteration 15Q: 3 clusters Score -4074381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4074413.250000 Penalty: 3460.667236
	Iteration 16Q: 3 clusters Score -4074413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4074429.750000 Penalty: 3460.667236
	Iteration 17Q: 3 clusters Score -4074430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4074439.000000 Penalty: 3460.667236
	Iteration 18Q: 3 clusters Score -4074439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4074440.000000 Penalty: 3460.667236
	Iteration 19Q: 3 clusters Score -4074440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4074449.250000 Penalty: 3460.667236
	Iteration 20F: 3 clusters Score -4074449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4074458.500000 Penalty: 3460.667236
	Iteration 21Q: 3 clusters Score -4074458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4074460.250000 Penalty: 3460.667236
	Iteration 22Q: 3 clusters Score -4074460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4074466.750000 Penalty: 3460.667236
	Iteration 23Q: 3 clusters Score -4074467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4074468.000000 Penalty: 3460.667236
	Iteration 24Q: 3 clusters Score -4074468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4074470.000000 Penalty: 3460.667236
	Iteration 25Q: 3 clusters Score -4074470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4074467.500000 Penalty: 3460.667236
	Iteration 26Q: 3 clusters Score -4074468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4074467.500000 Penalty: 3460.667236
	Iteration 27F: 3 clusters Score -4074468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Entering Unmasked Estep 
Score: -905464.250000 Penalty: 1486.815552
	Iteration 0F: 2 clusters Score -905464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -898653.750000 Penalty: 2973.631104
	Iteration 0F: 3 clusters Score -898653.8 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -900883.000000 Penalty: 2973.631104
	Iteration 1F: 3 clusters Score -900883 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -901273.250000 Penalty: 2973.631104
	Iteration 2F: 3 clusters Score -901273.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -901724.750000 Penalty: 2973.631104
	Iteration 3F: 3 clusters Score -901724.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -902099.687500 Penalty: 2973.631104
	Iteration 4F: 3 clusters Score -902099.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -902518.187500 Penalty: 2973.631104
	Iteration 5F: 3 clusters Score -902518.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -902895.937500 Penalty: 2973.631104
	Iteration 6F: 3 clusters Score -902895.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -903222.875000 Penalty: 2973.631104
	Iteration 7F: 3 clusters Score -903222.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -903508.000000 Penalty: 2973.631104
	Iteration 8Q: 3 clusters Score -903508 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -903736.000000 Penalty: 2973.631104
	Iteration 9Q: 3 clusters Score -903736 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -903921.312500 Penalty: 2973.631104
	Iteration 10Q: 3 clusters Score -903921.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -904084.375000 Penalty: 2973.631104
	Iteration 11Q: 3 clusters Score -904084.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -904203.750000 Penalty: 2973.631104
	Iteration 12Q: 3 clusters Score -904203.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -904283.500000 Penalty: 2973.631104
	Iteration 13Q: 3 clusters Score -904283.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -904348.250000 Penalty: 2973.631104
	Iteration 14Q: 3 clusters Score -904348.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -904411.437500 Penalty: 2973.631104
	Iteration 15Q: 3 clusters Score -904411.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -904460.375000 Penalty: 2973.631104
	Iteration 16Q: 3 clusters Score -904460.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -904501.250000 Penalty: 2973.631104
	Iteration 17Q: 3 clusters Score -904501.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -904547.750000 Penalty: 2973.631104
	Iteration 18Q: 3 clusters Score -904547.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -904578.937500 Penalty: 2973.631104
	Iteration 19Q: 3 clusters Score -904578.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -904594.812500 Penalty: 2973.631104
	Iteration 20F: 3 clusters Score -904594.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -904608.625000 Penalty: 2973.631104
	Iteration 21Q: 3 clusters Score -904608.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -904620.562500 Penalty: 2973.631104
	Iteration 22Q: 3 clusters Score -904620.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -904626.875000 Penalty: 2973.631104
	Iteration 23Q: 3 clusters Score -904626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -904630.562500 Penalty: 2973.631104
	Iteration 24Q: 3 clusters Score -904630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -904633.312500 Penalty: 2973.631104
	Iteration 25Q: 3 clusters Score -904633.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -904636.125000 Penalty: 2973.631104
	Iteration 26Q: 3 clusters Score -904636.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -904634.375000 Penalty: 2973.631104
	Iteration 27Q: 3 clusters Score -904634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -904637.125000 Penalty: 2973.631104
	Iteration 28Q: 3 clusters Score -904637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -904640.062500 Penalty: 2973.631104
	Iteration 29Q: 3 clusters Score -904640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -904641.500000 Penalty: 2973.631104
	Iteration 30Q: 3 clusters Score -904641.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -904647.187500 Penalty: 2973.631104
	Iteration 31Q: 3 clusters Score -904647.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -904648.187500 Penalty: 2973.631104
	Iteration 32Q: 3 clusters Score -904648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -904651.187500 Penalty: 2973.631104
	Iteration 33Q: 3 clusters Score -904651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -904652.125000 Penalty: 2973.631104
	Iteration 34Q: 3 clusters Score -904652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -904651.437500 Penalty: 2973.631104
	Iteration 35Q: 3 clusters Score -904651.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -904652.375000 Penalty: 2973.631104
	Iteration 36Q: 3 clusters Score -904652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -904651.562500 Penalty: 2973.631104
	Iteration 37Q: 3 clusters Score -904651.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -904651.562500 Penalty: 2973.631104
	Iteration 38F: 3 clusters Score -904651.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (121236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121236 members 
Entering Unmasked Estep 
Score: -11645821.000000 Penalty: 1902.142822
	Iteration 0F: 2 clusters Score -1.164582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -11564779.000000 Penalty: 3804.285645
	Iteration 0F: 3 clusters Score -1.156478e+07 nChanged 58194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -11599053.000000 Penalty: 3804.285645
	Iteration 1F: 3 clusters Score -1.159905e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -11600468.000000 Penalty: 3804.285645
	Iteration 2Q: 3 clusters Score -1.160047e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -11602592.000000 Penalty: 3804.285645
	Iteration 3Q: 3 clusters Score -1.160259e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -11605396.000000 Penalty: 3804.285645
	Iteration 4Q: 3 clusters Score -1.16054e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -11609082.000000 Penalty: 3804.285645
	Iteration 5F: 3 clusters Score -1.160908e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -11613803.000000 Penalty: 3804.285645
	Iteration 6F: 3 clusters Score -1.16138e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -11619242.000000 Penalty: 3804.285645
	Iteration 7F: 3 clusters Score -1.161924e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -11623714.000000 Penalty: 3804.285645
	Iteration 8F: 3 clusters Score -1.162371e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -11626133.000000 Penalty: 3804.285645
	Iteration 9Q: 3 clusters Score -1.162613e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -11627470.000000 Penalty: 3804.285645
	Iteration 10Q: 3 clusters Score -1.162747e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -11628713.000000 Penalty: 3804.285645
	Iteration 11Q: 3 clusters Score -1.162871e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -11629848.000000 Penalty: 3804.285645
	Iteration 12Q: 3 clusters Score -1.162985e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -11631199.000000 Penalty: 3804.285645
	Iteration 13Q: 3 clusters Score -1.16312e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -11632423.000000 Penalty: 3804.285645
	Iteration 14Q: 3 clusters Score -1.163242e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -11633525.000000 Penalty: 3804.285645
	Iteration 15Q: 3 clusters Score -1.163352e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73428 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -11634607.000000 Penalty: 3804.285645
	Iteration 16Q: 3 clusters Score -1.163461e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -11635526.000000 Penalty: 3804.285645
	Iteration 17Q: 3 clusters Score -1.163553e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -11636262.000000 Penalty: 3804.285645
	Iteration 18Q: 3 clusters Score -1.163626e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -11636892.000000 Penalty: 3804.285645
	Iteration 19Q: 3 clusters Score -1.163689e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -11637339.000000 Penalty: 3804.285645
	Iteration 20F: 3 clusters Score -1.163734e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -11637703.000000 Penalty: 3804.285645
	Iteration 21Q: 3 clusters Score -1.16377e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -11637905.000000 Penalty: 3804.285645
	Iteration 22Q: 3 clusters Score -1.16379e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -11638218.000000 Penalty: 3804.285645
	Iteration 23Q: 3 clusters Score -1.163822e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -11638447.000000 Penalty: 3804.285645
	Iteration 24Q: 3 clusters Score -1.163845e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -11638562.000000 Penalty: 3804.285645
	Iteration 25Q: 3 clusters Score -1.163856e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79196 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -11638635.000000 Penalty: 3804.285645
	Iteration 26Q: 3 clusters Score -1.163864e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79696 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -11638726.000000 Penalty: 3804.285645
	Iteration 27Q: 3 clusters Score -1.163873e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80203 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -11638724.000000 Penalty: 3804.285645
	Iteration 28Q: 3 clusters Score -1.163872e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -11638774.000000 Penalty: 3804.285645
	Iteration 29Q: 3 clusters Score -1.163877e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -11638841.000000 Penalty: 3804.285645
	Iteration 30Q: 3 clusters Score -1.163884e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -11638899.000000 Penalty: 3804.285645
	Iteration 31Q: 3 clusters Score -1.16389e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -11638955.000000 Penalty: 3804.285645
	Iteration 32Q: 3 clusters Score -1.163896e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -11639036.000000 Penalty: 3804.285645
	Iteration 33Q: 3 clusters Score -1.163904e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -11639074.000000 Penalty: 3804.285645
	Iteration 34Q: 3 clusters Score -1.163907e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -11639080.000000 Penalty: 3804.285645
	Iteration 35Q: 3 clusters Score -1.163908e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -11639052.000000 Penalty: 3804.285645
	Iteration 36Q: 3 clusters Score -1.163905e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -11639086.000000 Penalty: 3804.285645
	Iteration 37Q: 3 clusters Score -1.163909e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -11639132.000000 Penalty: 3804.285645
	Iteration 38Q: 3 clusters Score -1.163913e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -11639176.000000 Penalty: 3804.285645
	Iteration 39Q: 3 clusters Score -1.163918e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -11639198.000000 Penalty: 3804.285645
	Iteration 40F: 3 clusters Score -1.16392e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -11639166.000000 Penalty: 3804.285645
	Iteration 41Q: 3 clusters Score -1.163917e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86528 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -11639212.000000 Penalty: 3804.285645
	Iteration 42Q: 3 clusters Score -1.163921e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -11639205.000000 Penalty: 3804.285645
	Iteration 43Q: 3 clusters Score -1.16392e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -11639244.000000 Penalty: 3804.285645
	Iteration 44Q: 3 clusters Score -1.163924e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -11639276.000000 Penalty: 3804.285645
	Iteration 45Q: 3 clusters Score -1.163928e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -11639303.000000 Penalty: 3804.285645
	Iteration 46Q: 3 clusters Score -1.16393e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -11639315.000000 Penalty: 3804.285645
	Iteration 47Q: 3 clusters Score -1.163932e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88431 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -11639352.000000 Penalty: 3804.285645
	Iteration 48Q: 3 clusters Score -1.163935e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -11639355.000000 Penalty: 3804.285645
	Iteration 49Q: 3 clusters Score -1.163936e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -11639361.000000 Penalty: 3804.285645
	Iteration 50Q: 3 clusters Score -1.163936e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -11639363.000000 Penalty: 3804.285645
	Iteration 51Q: 3 clusters Score -1.163936e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89523 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -11639390.000000 Penalty: 3804.285645
	Iteration 52Q: 3 clusters Score -1.163939e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -11639419.000000 Penalty: 3804.285645
	Iteration 53Q: 3 clusters Score -1.163942e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -11639384.000000 Penalty: 3804.285645
	Iteration 54Q: 3 clusters Score -1.163938e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -11639395.000000 Penalty: 3804.285645
	Iteration 55Q: 3 clusters Score -1.16394e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -11639427.000000 Penalty: 3804.285645
	Iteration 56Q: 3 clusters Score -1.163943e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -11639427.000000 Penalty: 3804.285645
	Iteration 57Q: 3 clusters Score -1.163943e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -11639451.000000 Penalty: 3804.285645
	Iteration 58Q: 3 clusters Score -1.163945e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91260 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -11639471.000000 Penalty: 3804.285645
	Iteration 59Q: 3 clusters Score -1.163947e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -11639471.000000 Penalty: 3804.285645
	Iteration 60F: 3 clusters Score -1.163947e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -11639455.000000 Penalty: 3804.285645
	Iteration 61Q: 3 clusters Score -1.163946e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -11639461.000000 Penalty: 3804.285645
	Iteration 62Q: 3 clusters Score -1.163946e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92174 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -11639461.000000 Penalty: 3804.285645
	Iteration 63Q: 3 clusters Score -1.163946e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -11639435.000000 Penalty: 3804.285645
	Iteration 64Q: 3 clusters Score -1.163944e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -11639432.000000 Penalty: 3804.285645
	Iteration 65Q: 3 clusters Score -1.163943e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -11639464.000000 Penalty: 3804.285645
	Iteration 66Q: 3 clusters Score -1.163946e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -11639475.000000 Penalty: 3804.285645
	Iteration 67Q: 3 clusters Score -1.163948e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93288 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -11639458.000000 Penalty: 3804.285645
	Iteration 68Q: 3 clusters Score -1.163946e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93510 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -11639475.000000 Penalty: 3804.285645
	Iteration 69Q: 3 clusters Score -1.163948e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -11639506.000000 Penalty: 3804.285645
	Iteration 70Q: 3 clusters Score -1.163951e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -11639508.000000 Penalty: 3804.285645
	Iteration 71Q: 3 clusters Score -1.163951e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -11639532.000000 Penalty: 3804.285645
	Iteration 72Q: 3 clusters Score -1.163953e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94360 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -11639558.000000 Penalty: 3804.285645
	Iteration 73Q: 3 clusters Score -1.163956e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94594 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -11639588.000000 Penalty: 3804.285645
	Iteration 74Q: 3 clusters Score -1.163959e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94797 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -11639601.000000 Penalty: 3804.285645
	Iteration 75Q: 3 clusters Score -1.16396e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -11639611.000000 Penalty: 3804.285645
	Iteration 76Q: 3 clusters Score -1.163961e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -11639617.000000 Penalty: 3804.285645
	Iteration 77Q: 3 clusters Score -1.163962e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -11639580.000000 Penalty: 3804.285645
	Iteration 78Q: 3 clusters Score -1.163958e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95591 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -11639578.000000 Penalty: 3804.285645
	Iteration 79Q: 3 clusters Score -1.163958e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -11639614.000000 Penalty: 3804.285645
	Iteration 80F: 3 clusters Score -1.163961e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -11639599.000000 Penalty: 3804.285645
	Iteration 81Q: 3 clusters Score -1.16396e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -11639636.000000 Penalty: 3804.285645
	Iteration 82Q: 3 clusters Score -1.163964e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -11639637.000000 Penalty: 3804.285645
	Iteration 83Q: 3 clusters Score -1.163964e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -11639667.000000 Penalty: 3804.285645
	Iteration 84Q: 3 clusters Score -1.163967e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -11639694.000000 Penalty: 3804.285645
	Iteration 85Q: 3 clusters Score -1.163969e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97177 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -11639711.000000 Penalty: 3804.285645
	Iteration 86Q: 3 clusters Score -1.163971e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -11639723.000000 Penalty: 3804.285645
	Iteration 87Q: 3 clusters Score -1.163972e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -11639743.000000 Penalty: 3804.285645
	Iteration 88Q: 3 clusters Score -1.163974e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -11639759.000000 Penalty: 3804.285645
	Iteration 89Q: 3 clusters Score -1.163976e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98242 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -11639781.000000 Penalty: 3804.285645
	Iteration 90Q: 3 clusters Score -1.163978e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98518 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -11639829.000000 Penalty: 3804.285645
	Iteration 91Q: 3 clusters Score -1.163983e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98768 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -11639852.000000 Penalty: 3804.285645
	Iteration 92Q: 3 clusters Score -1.163985e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -11639871.000000 Penalty: 3804.285645
	Iteration 93Q: 3 clusters Score -1.163987e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99240 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -11639864.000000 Penalty: 3804.285645
	Iteration 94Q: 3 clusters Score -1.163986e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.163991e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.163992e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.163993e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.164e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100554 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -11640015.000000 Penalty: 3804.285645
	Iteration 99Q: 3 clusters Score -1.164002e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -11640013.000000 Penalty: 3804.285645
	Iteration 100F: 3 clusters Score -1.164001e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.164005e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -11640051.000000 Penalty: 3804.285645
	Iteration 102Q: 3 clusters Score -1.164005e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101803 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -11640084.000000 Penalty: 3804.285645
	Iteration 103Q: 3 clusters Score -1.164008e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -11640117.000000 Penalty: 3804.285645
	Iteration 104Q: 3 clusters Score -1.164012e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -11640158.000000 Penalty: 3804.285645
	Iteration 105Q: 3 clusters Score -1.164016e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -11640201.000000 Penalty: 3804.285645
	Iteration 106Q: 3 clusters Score -1.16402e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103206 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -11640242.000000 Penalty: 3804.285645
	Iteration 107Q: 3 clusters Score -1.164024e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103575 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -11640314.000000 Penalty: 3804.285645
	Iteration 108Q: 3 clusters Score -1.164031e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -11640344.000000 Penalty: 3804.285645
	Iteration 109Q: 3 clusters Score -1.164034e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104296 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -11640335.000000 Penalty: 3804.285645
	Iteration 110Q: 3 clusters Score -1.164034e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -11640315.000000 Penalty: 3804.285645
	Iteration 111Q: 3 clusters Score -1.164032e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -11640372.000000 Penalty: 3804.285645
	Iteration 112Q: 3 clusters Score -1.164037e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -11640488.000000 Penalty: 3804.285645
	Iteration 113Q: 3 clusters Score -1.164049e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105732 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -11640510.000000 Penalty: 3804.285645
	Iteration 114Q: 3 clusters Score -1.164051e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -11640625.000000 Penalty: 3804.285645
	Iteration 115Q: 3 clusters Score -1.164062e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -11640643.000000 Penalty: 3804.285645
	Iteration 116Q: 3 clusters Score -1.164064e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106963 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -11640742.000000 Penalty: 3804.285645
	Iteration 117Q: 3 clusters Score -1.164074e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107399 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -11640866.000000 Penalty: 3804.285645
	Iteration 118Q: 3 clusters Score -1.164087e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -11640889.000000 Penalty: 3804.285645
	Iteration 119Q: 3 clusters Score -1.164089e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108362 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -11640918.000000 Penalty: 3804.285645
	Iteration 120F: 3 clusters Score -1.164092e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -11641000.000000 Penalty: 3804.285645
	Iteration 121Q: 3 clusters Score -1.1641e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109413 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -11641094.000000 Penalty: 3804.285645
	Iteration 122Q: 3 clusters Score -1.164109e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -11641217.000000 Penalty: 3804.285645
	Iteration 123Q: 3 clusters Score -1.164122e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110505 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -11641323.000000 Penalty: 3804.285645
	Iteration 124Q: 3 clusters Score -1.164132e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -11641461.000000 Penalty: 3804.285645
	Iteration 125Q: 3 clusters Score -1.164146e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111574 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -11641519.000000 Penalty: 3804.285645
	Iteration 126Q: 3 clusters Score -1.164152e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112135 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -11641648.000000 Penalty: 3804.285645
	Iteration 127Q: 3 clusters Score -1.164165e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112711 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -11641819.000000 Penalty: 3804.285645
	Iteration 128Q: 3 clusters Score -1.164182e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113264 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -11641935.000000 Penalty: 3804.285645
	Iteration 129Q: 3 clusters Score -1.164194e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113824 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -11642142.000000 Penalty: 3804.285645
	Iteration 130Q: 3 clusters Score -1.164214e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114372 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -11642310.000000 Penalty: 3804.285645
	Iteration 131Q: 3 clusters Score -1.164231e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114905 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -11642459.000000 Penalty: 3804.285645
	Iteration 132Q: 3 clusters Score -1.164246e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115436 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -11642589.000000 Penalty: 3804.285645
	Iteration 133Q: 3 clusters Score -1.164259e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -11642709.000000 Penalty: 3804.285645
	Iteration 134Q: 3 clusters Score -1.164271e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116434 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -11642846.000000 Penalty: 3804.285645
	Iteration 135Q: 3 clusters Score -1.164285e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116854 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -11642922.000000 Penalty: 3804.285645
	Iteration 136Q: 3 clusters Score -1.164292e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -11643076.000000 Penalty: 3804.285645
	Iteration 137Q: 3 clusters Score -1.164308e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -11643150.000000 Penalty: 3804.285645
	Iteration 138Q: 3 clusters Score -1.164315e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118082 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -11643320.000000 Penalty: 3804.285645
	Iteration 139Q: 3 clusters Score -1.164332e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118421 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -11643468.000000 Penalty: 3804.285645
	Iteration 140F: 3 clusters Score -1.164347e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118726 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.164358e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118996 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -11643698.000000 Penalty: 3804.285645
	Iteration 142Q: 3 clusters Score -1.16437e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119234 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -11643739.000000 Penalty: 3804.285645
	Iteration 143Q: 3 clusters Score -1.164374e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119421 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -11643817.000000 Penalty: 3804.285645
	Iteration 144Q: 3 clusters Score -1.164382e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -11643912.000000 Penalty: 3804.285645
	Iteration 145Q: 3 clusters Score -1.164391e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11643937.000000 Penalty: 3804.285645
	Iteration 146Q: 3 clusters Score -1.164394e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119871 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11643941.000000 Penalty: 3804.285645
	Iteration 147Q: 3 clusters Score -1.164394e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119967 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11643998.000000 Penalty: 3804.285645
	Iteration 148Q: 3 clusters Score -1.1644e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120053 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11644006.000000 Penalty: 3804.285645
	Iteration 149Q: 3 clusters Score -1.164401e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120119 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11644023.000000 Penalty: 3804.285645
	Iteration 150Q: 3 clusters Score -1.164402e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120184 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11644083.000000 Penalty: 3804.285645
	Iteration 151Q: 3 clusters Score -1.164408e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120247 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11644136.000000 Penalty: 3804.285645
	Iteration 152Q: 3 clusters Score -1.164414e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11644186.000000 Penalty: 3804.285645
	Iteration 153Q: 3 clusters Score -1.164419e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120346 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -11644192.000000 Penalty: 3804.285645
	Iteration 154Q: 3 clusters Score -1.164419e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11644217.000000 Penalty: 3804.285645
	Iteration 155Q: 3 clusters Score -1.164422e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120420 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11644221.000000 Penalty: 3804.285645
	Iteration 156Q: 3 clusters Score -1.164422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120448 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -11644252.000000 Penalty: 3804.285645
	Iteration 157Q: 3 clusters Score -1.164425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120471 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11644246.000000 Penalty: 3804.285645
	Iteration 158Q: 3 clusters Score -1.164425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120492 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11644268.000000 Penalty: 3804.285645
	Iteration 159Q: 3 clusters Score -1.164427e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120511 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -11644274.000000 Penalty: 3804.285645
	Iteration 160F: 3 clusters Score -1.164427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120522 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11644269.000000 Penalty: 3804.285645
	Iteration 161Q: 3 clusters Score -1.164427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120530 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11644296.000000 Penalty: 3804.285645
	Iteration 162Q: 3 clusters Score -1.16443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120539 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -11644288.000000 Penalty: 3804.285645
	Iteration 163Q: 3 clusters Score -1.164429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120547 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11644281.000000 Penalty: 3804.285645
	Iteration 164Q: 3 clusters Score -1.164428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120556 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11644292.000000 Penalty: 3804.285645
	Iteration 165Q: 3 clusters Score -1.164429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120564 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -11644301.000000 Penalty: 3804.285645
	Iteration 166Q: 3 clusters Score -1.16443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120578 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11644306.000000 Penalty: 3804.285645
	Iteration 167Q: 3 clusters Score -1.164431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120589 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11644307.000000 Penalty: 3804.285645
	Iteration 168Q: 3 clusters Score -1.164431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120594 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11644310.000000 Penalty: 3804.285645
	Iteration 169Q: 3 clusters Score -1.164431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120596 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11644314.000000 Penalty: 3804.285645
	Iteration 170Q: 3 clusters Score -1.164431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120603 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11644313.000000 Penalty: 3804.285645
	Iteration 171Q: 3 clusters Score -1.164431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120608 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -11644317.000000 Penalty: 3804.285645
	Iteration 172Q: 3 clusters Score -1.164432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120616 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -11644324.000000 Penalty: 3804.285645
	Iteration 173Q: 3 clusters Score -1.164432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120621 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11644329.000000 Penalty: 3804.285645
	Iteration 174Q: 3 clusters Score -1.164433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120622 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11644340.000000 Penalty: 3804.285645
	Iteration 175Q: 3 clusters Score -1.164434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120626 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11644341.000000 Penalty: 3804.285645
	Iteration 176Q: 3 clusters Score -1.164434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120630 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11644335.000000 Penalty: 3804.285645
	Iteration 177Q: 3 clusters Score -1.164434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120632 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11644337.000000 Penalty: 3804.285645
	Iteration 178Q: 3 clusters Score -1.164434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120633 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11644337.000000 Penalty: 3804.285645
	Iteration 179Q: 3 clusters Score -1.164434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120638 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11644343.000000 Penalty: 3804.285645
	Iteration 180F: 3 clusters Score -1.164434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120640 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11644341.000000 Penalty: 3804.285645
	Iteration 181Q: 3 clusters Score -1.164434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120642 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11644351.000000 Penalty: 3804.285645
	Iteration 182Q: 3 clusters Score -1.164435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120645 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11644348.000000 Penalty: 3804.285645
	Iteration 183Q: 3 clusters Score -1.164435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120645 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11644348.000000 Penalty: 3804.285645
	Iteration 184F: 3 clusters Score -1.164435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Entering Unmasked Estep 
Score: -1294280.625000 Penalty: 1543.314819
	Iteration 0F: 2 clusters Score -1294281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1284947.625000 Penalty: 3086.629639
	Iteration 0F: 3 clusters Score -1284948 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1288106.875000 Penalty: 3086.629639
	Iteration 1F: 3 clusters Score -1288107 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1288405.750000 Penalty: 3086.629639
	Iteration 2F: 3 clusters Score -1288406 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1288669.375000 Penalty: 3086.629639
	Iteration 3Q: 3 clusters Score -1288669 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1288979.125000 Penalty: 3086.629639
	Iteration 4Q: 3 clusters Score -1288979 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1289390.625000 Penalty: 3086.629639
	Iteration 5F: 3 clusters Score -1289391 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1289957.500000 Penalty: 3086.629639
	Iteration 6F: 3 clusters Score -1289958 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1290660.875000 Penalty: 3086.629639
	Iteration 7F: 3 clusters Score -1290661 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1291379.500000 Penalty: 3086.629639
	Iteration 8F: 3 clusters Score -1291380 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1291979.875000 Penalty: 3086.629639
	Iteration 9F: 3 clusters Score -1291980 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1292433.125000 Penalty: 3086.629639
	Iteration 10Q: 3 clusters Score -1292433 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1292690.750000 Penalty: 3086.629639
	Iteration 11Q: 3 clusters Score -1292691 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1292833.125000 Penalty: 3086.629639
	Iteration 12Q: 3 clusters Score -1292833 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1292900.625000 Penalty: 3086.629639
	Iteration 13Q: 3 clusters Score -1292901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1292950.625000 Penalty: 3086.629639
	Iteration 14Q: 3 clusters Score -1292951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1292973.750000 Penalty: 3086.629639
	Iteration 15Q: 3 clusters Score -1292974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1292983.625000 Penalty: 3086.629639
	Iteration 16Q: 3 clusters Score -1292984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1293002.500000 Penalty: 3086.629639
	Iteration 17Q: 3 clusters Score -1293002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1293009.750000 Penalty: 3086.629639
	Iteration 18Q: 3 clusters Score -1293010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1293017.875000 Penalty: 3086.629639
	Iteration 19Q: 3 clusters Score -1293018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1293020.500000 Penalty: 3086.629639
	Iteration 20F: 3 clusters Score -1293020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1293019.625000 Penalty: 3086.629639
	Iteration 21Q: 3 clusters Score -1293020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1293024.375000 Penalty: 3086.629639
	Iteration 22Q: 3 clusters Score -1293024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1293027.375000 Penalty: 3086.629639
	Iteration 23Q: 3 clusters Score -1293027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1293032.250000 Penalty: 3086.629639
	Iteration 24Q: 3 clusters Score -1293032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1293033.875000 Penalty: 3086.629639
	Iteration 25Q: 3 clusters Score -1293034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1293037.125000 Penalty: 3086.629639
	Iteration 26Q: 3 clusters Score -1293037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1293044.000000 Penalty: 3086.629639
	Iteration 27Q: 3 clusters Score -1293044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1293050.375000 Penalty: 3086.629639
	Iteration 28Q: 3 clusters Score -1293050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1293056.375000 Penalty: 3086.629639
	Iteration 29Q: 3 clusters Score -1293056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1293062.875000 Penalty: 3086.629639
	Iteration 30Q: 3 clusters Score -1293063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1293069.625000 Penalty: 3086.629639
	Iteration 31Q: 3 clusters Score -1293070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1293072.375000 Penalty: 3086.629639
	Iteration 32Q: 3 clusters Score -1293072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1293080.625000 Penalty: 3086.629639
	Iteration 33Q: 3 clusters Score -1293081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1293090.625000 Penalty: 3086.629639
	Iteration 34Q: 3 clusters Score -1293091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1293089.625000 Penalty: 3086.629639
	Iteration 35Q: 3 clusters Score -1293090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1293092.000000 Penalty: 3086.629639
	Iteration 36Q: 3 clusters Score -1293092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1293096.625000 Penalty: 3086.629639
	Iteration 37Q: 3 clusters Score -1293097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1293098.250000 Penalty: 3086.629639
	Iteration 38Q: 3 clusters Score -1293098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1293109.625000 Penalty: 3086.629639
	Iteration 39Q: 3 clusters Score -1293110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1293135.000000 Penalty: 3086.629639
	Iteration 40F: 3 clusters Score -1293135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1293161.875000 Penalty: 3086.629639
	Iteration 41Q: 3 clusters Score -1293162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1293175.375000 Penalty: 3086.629639
	Iteration 42Q: 3 clusters Score -1293175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1293181.375000 Penalty: 3086.629639
	Iteration 43Q: 3 clusters Score -1293181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1293188.250000 Penalty: 3086.629639
	Iteration 44Q: 3 clusters Score -1293188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1293192.750000 Penalty: 3086.629639
	Iteration 45Q: 3 clusters Score -1293193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1293197.875000 Penalty: 3086.629639
	Iteration 46Q: 3 clusters Score -1293198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1293202.375000 Penalty: 3086.629639
	Iteration 47Q: 3 clusters Score -1293202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1293204.875000 Penalty: 3086.629639
	Iteration 48Q: 3 clusters Score -1293205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1293211.875000 Penalty: 3086.629639
	Iteration 49Q: 3 clusters Score -1293212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1293221.750000 Penalty: 3086.629639
	Iteration 50Q: 3 clusters Score -1293222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1293229.375000 Penalty: 3086.629639
	Iteration 51Q: 3 clusters Score -1293229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1293240.125000 Penalty: 3086.629639
	Iteration 52Q: 3 clusters Score -1293240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1293250.875000 Penalty: 3086.629639
	Iteration 53Q: 3 clusters Score -1293251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1293259.250000 Penalty: 3086.629639
	Iteration 54Q: 3 clusters Score -1293259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1293270.000000 Penalty: 3086.629639
	Iteration 55Q: 3 clusters Score -1293270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1293277.875000 Penalty: 3086.629639
	Iteration 56Q: 3 clusters Score -1293278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1293296.375000 Penalty: 3086.629639
	Iteration 57Q: 3 clusters Score -1293296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1293314.125000 Penalty: 3086.629639
	Iteration 58Q: 3 clusters Score -1293314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1293344.250000 Penalty: 3086.629639
	Iteration 59Q: 3 clusters Score -1293344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1293372.625000 Penalty: 3086.629639
	Iteration 60F: 3 clusters Score -1293373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1293419.500000 Penalty: 3086.629639
	Iteration 61Q: 3 clusters Score -1293420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1293468.500000 Penalty: 3086.629639
	Iteration 62Q: 3 clusters Score -1293468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1293516.750000 Penalty: 3086.629639
	Iteration 63Q: 3 clusters Score -1293517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1293555.125000 Penalty: 3086.629639
	Iteration 64Q: 3 clusters Score -1293555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1293591.000000 Penalty: 3086.629639
	Iteration 65Q: 3 clusters Score -1293591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1293633.000000 Penalty: 3086.629639
	Iteration 66Q: 3 clusters Score -1293633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1293668.875000 Penalty: 3086.629639
	Iteration 67Q: 3 clusters Score -1293669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1293700.125000 Penalty: 3086.629639
	Iteration 68Q: 3 clusters Score -1293700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1293742.500000 Penalty: 3086.629639
	Iteration 69Q: 3 clusters Score -1293742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1293779.000000 Penalty: 3086.629639
	Iteration 70Q: 3 clusters Score -1293779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1293828.125000 Penalty: 3086.629639
	Iteration 71Q: 3 clusters Score -1293828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1293878.750000 Penalty: 3086.629639
	Iteration 72Q: 3 clusters Score -1293879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1293926.625000 Penalty: 3086.629639
	Iteration 73Q: 3 clusters Score -1293927 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1293967.500000 Penalty: 3086.629639
	Iteration 74Q: 3 clusters Score -1293968 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1294018.500000 Penalty: 3086.629639
	Iteration 75Q: 3 clusters Score -1294018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1294050.875000 Penalty: 3086.629639
	Iteration 76Q: 3 clusters Score -1294051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1294077.375000 Penalty: 3086.629639
	Iteration 77Q: 3 clusters Score -1294077 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1294098.875000 Penalty: 3086.629639
	Iteration 78Q: 3 clusters Score -1294099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1294112.500000 Penalty: 3086.629639
	Iteration 79Q: 3 clusters Score -1294112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1294188.000000 Penalty: 3086.629639
	Iteration 80F: 3 clusters Score -1294188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1294231.500000 Penalty: 3086.629639
	Iteration 81Q: 3 clusters Score -1294232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1294261.500000 Penalty: 3086.629639
	Iteration 82Q: 3 clusters Score -1294262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1294280.000000 Penalty: 3086.629639
	Iteration 83Q: 3 clusters Score -1294280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1294294.750000 Penalty: 3086.629639
	Iteration 84Q: 3 clusters Score -1294295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1294305.750000 Penalty: 3086.629639
	Iteration 85Q: 3 clusters Score -1294306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1294309.375000 Penalty: 3086.629639
	Iteration 86Q: 3 clusters Score -1294309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1294318.250000 Penalty: 3086.629639
	Iteration 87Q: 3 clusters Score -1294318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1294325.875000 Penalty: 3086.629639
	Iteration 88Q: 3 clusters Score -1294326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1294332.250000 Penalty: 3086.629639
	Iteration 89Q: 3 clusters Score -1294332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1294335.250000 Penalty: 3086.629639
	Iteration 90Q: 3 clusters Score -1294335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1294338.250000 Penalty: 3086.629639
	Iteration 91Q: 3 clusters Score -1294338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1294338.625000 Penalty: 3086.629639
	Iteration 92Q: 3 clusters Score -1294339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1294339.250000 Penalty: 3086.629639
	Iteration 93Q: 3 clusters Score -1294339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1294341.500000 Penalty: 3086.629639
	Iteration 94Q: 3 clusters Score -1294342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1294344.375000 Penalty: 3086.629639
	Iteration 95Q: 3 clusters Score -1294344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1294343.750000 Penalty: 3086.629639
	Iteration 96Q: 3 clusters Score -1294344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1294350.000000 Penalty: 3086.629639
	Iteration 97Q: 3 clusters Score -1294350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1294351.500000 Penalty: 3086.629639
	Iteration 98Q: 3 clusters Score -1294352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1294353.875000 Penalty: 3086.629639
	Iteration 99Q: 3 clusters Score -1294354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1294352.625000 Penalty: 3086.629639
	Iteration 100F: 3 clusters Score -1294353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1294356.625000 Penalty: 3086.629639
	Iteration 101Q: 3 clusters Score -1294357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1294355.750000 Penalty: 3086.629639
	Iteration 102Q: 3 clusters Score -1294356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1294354.250000 Penalty: 3086.629639
	Iteration 103Q: 3 clusters Score -1294354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1294355.625000 Penalty: 3086.629639
	Iteration 104Q: 3 clusters Score -1294356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1294355.625000 Penalty: 3086.629639
	Iteration 105F: 3 clusters Score -1294356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 30255 members 
Mstep: Class 8 contains 24053 members 
Mstep: Class 9 contains 794 members 
Mstep: Class 10 contains 88768 members 
Mstep: Class 11 contains 5100 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 16515 members 
Mstep: Class 15 contains 15382 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 1942 members 
Mstep: Class 18 contains 42117 members 
Mstep: Class 19 contains 9411 members 
Mstep: Class 20 contains 121236 members 
Mstep: Class 21 contains 1939 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 3558 members 
Mstep: Class 24 contains 11385 members 
Entering Unmasked Estep 
Score: -44809720.000000 Penalty: 51025.902344
Splitting cluster 21 changes total score from -44805432.000000 to -44809720.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (10034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Entering Unmasked Estep 
Score: -963990.750000 Penalty: 1497.231934
	Iteration 0F: 2 clusters Score -963990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -956866.937500 Penalty: 2994.463867
	Iteration 0F: 3 clusters Score -956866.9 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -959156.500000 Penalty: 2994.463867
	Iteration 1F: 3 clusters Score -959156.5 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -959468.000000 Penalty: 2994.463867
	Iteration 2F: 3 clusters Score -959468 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -959681.937500 Penalty: 2994.463867
	Iteration 3F: 3 clusters Score -959681.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -959851.062500 Penalty: 2994.463867
	Iteration 4Q: 3 clusters Score -959851.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -960024.875000 Penalty: 2994.463867
	Iteration 5Q: 3 clusters Score -960024.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -960220.812500 Penalty: 2994.463867
	Iteration 6Q: 3 clusters Score -960220.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -960487.187500 Penalty: 2994.463867
	Iteration 7Q: 3 clusters Score -960487.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -960826.187500 Penalty: 2994.463867
	Iteration 8F: 3 clusters Score -960826.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -961217.062500 Penalty: 2994.463867
	Iteration 9F: 3 clusters Score -961217.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -961628.875000 Penalty: 2994.463867
	Iteration 10F: 3 clusters Score -961628.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -962073.437500 Penalty: 2994.463867
	Iteration 11Q: 3 clusters Score -962073.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -962439.625000 Penalty: 2994.463867
	Iteration 12Q: 3 clusters Score -962439.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -962711.062500 Penalty: 2994.463867
	Iteration 13Q: 3 clusters Score -962711.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -962876.875000 Penalty: 2994.463867
	Iteration 14Q: 3 clusters Score -962876.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -962986.812500 Penalty: 2994.463867
	Iteration 15Q: 3 clusters Score -962986.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -963056.312500 Penalty: 2994.463867
	Iteration 16Q: 3 clusters Score -963056.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -963103.250000 Penalty: 2994.463867
	Iteration 17Q: 3 clusters Score -963103.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -963127.687500 Penalty: 2994.463867
	Iteration 18Q: 3 clusters Score -963127.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -963139.812500 Penalty: 2994.463867
	Iteration 19Q: 3 clusters Score -963139.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -963148.875000 Penalty: 2994.463867
	Iteration 20F: 3 clusters Score -963148.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -963157.250000 Penalty: 2994.463867
	Iteration 21Q: 3 clusters Score -963157.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -963164.812500 Penalty: 2994.463867
	Iteration 22Q: 3 clusters Score -963164.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -963168.312500 Penalty: 2994.463867
	Iteration 23Q: 3 clusters Score -963168.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -963170.250000 Penalty: 2994.463867
	Iteration 24Q: 3 clusters Score -963170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -963170.562500 Penalty: 2994.463867
	Iteration 25Q: 3 clusters Score -963170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -963168.000000 Penalty: 2994.463867
	Iteration 26Q: 3 clusters Score -963168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -963170.000000 Penalty: 2994.463867
	Iteration 27Q: 3 clusters Score -963170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -963170.312500 Penalty: 2994.463867
	Iteration 28Q: 3 clusters Score -963170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -963171.687500 Penalty: 2994.463867
	Iteration 29Q: 3 clusters Score -963171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -963172.500000 Penalty: 2994.463867
	Iteration 30Q: 3 clusters Score -963172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -963171.125000 Penalty: 2994.463867
	Iteration 31Q: 3 clusters Score -963171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -963170.750000 Penalty: 2994.463867
	Iteration 32Q: 3 clusters Score -963170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -963169.687500 Penalty: 2994.463867
	Iteration 33Q: 3 clusters Score -963169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -963170.937500 Penalty: 2994.463867
	Iteration 34Q: 3 clusters Score -963170.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -963170.937500 Penalty: 2994.463867
	Iteration 35F: 3 clusters Score -963170.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 30255 members 
Mstep: Class 8 contains 24053 members 
Mstep: Class 9 contains 794 members 
Mstep: Class 10 contains 88768 members 
Mstep: Class 11 contains 5100 members 
Mstep: Class 12 contains 23889 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 16515 members 
Mstep: Class 15 contains 15382 members 
Mstep: Class 18 contains 42117 members 
Mstep: Class 19 contains 9411 members 
Mstep: Class 20 contains 121236 members 
Mstep: Class 21 contains 1939 members 
Mstep: Class 22 contains 10034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44811268.000000 Penalty: 51025.902344
Iteration 39Q: 25 clusters Score -4.481127e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 3733 members 
Mstep: Class 4 contains 7159 members 
Mstep: Class 5 contains 14756 members 
Mstep: Class 6 contains 2337 members 
Mstep: Class 7 contains 30619 members 
Mstep: Class 8 contains 24103 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 88190 members 
Mstep: Class 11 contains 5166 members 
Mstep: Class 12 contains 23917 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 16452 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 42296 members 
Mstep: Class 19 contains 9468 members 
Mstep: Class 20 contains 121342 members 
Mstep: Class 21 contains 1945 members 
Mstep: Class 22 contains 9869 members 
Mstep: Class 23 contains 3415 members 
Mstep: Class 24 contains 11095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44812988.000000 Penalty: 51025.902344
Iteration 40F: 25 clusters Score -4.481299e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 7192 members 
Mstep: Class 5 contains 14675 members 
Mstep: Class 6 contains 2360 members 
Mstep: Class 7 contains 30951 members 
Mstep: Class 8 contains 24067 members 
Mstep: Class 9 contains 879 members 
Mstep: Class 10 contains 87082 members 
Mstep: Class 11 contains 5160 members 
Mstep: Class 12 contains 23775 members 
Mstep: Class 13 contains 1232 members 
Mstep: Class 14 contains 16277 members 
Mstep: Class 15 contains 15376 members 
Mstep: Class 16 contains 2322 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 42405 members 
Mstep: Class 19 contains 9534 members 
Mstep: Class 20 contains 121343 members 
Mstep: Class 21 contains 1969 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 3893 members 
Mstep: Class 24 contains 11358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44813476.000000 Penalty: 51025.902344
Iteration 41Q: 25 clusters Score -4.481348e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 3819 members 
Mstep: Class 4 contains 7187 members 
Mstep: Class 5 contains 14607 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 31340 members 
Mstep: Class 8 contains 24045 members 
Mstep: Class 9 contains 896 members 
Mstep: Class 10 contains 86075 members 
Mstep: Class 11 contains 5175 members 
Mstep: Class 12 contains 23693 members 
Mstep: Class 13 contains 1237 members 
Mstep: Class 14 contains 16121 members 
Mstep: Class 15 contains 15297 members 
Mstep: Class 16 contains 2345 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 42563 members 
Mstep: Class 19 contains 9617 members 
Mstep: Class 20 contains 121429 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 9391 members 
Mstep: Class 23 contains 4126 members 
Mstep: Class 24 contains 11510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44813844.000000 Penalty: 51025.902344
Iteration 42Q: 25 clusters Score -4.481384e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 4593 members 
Mstep: Class 3 contains 3870 members 
Mstep: Class 4 contains 7156 members 
Mstep: Class 5 contains 14559 members 
Mstep: Class 6 contains 2435 members 
Mstep: Class 7 contains 31747 members 
Mstep: Class 8 contains 24021 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 85165 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 23629 members 
Mstep: Class 13 contains 1248 members 
Mstep: Class 14 contains 16004 members 
Mstep: Class 15 contains 15240 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 17 contains 2357 members 
Mstep: Class 18 contains 42679 members 
Mstep: Class 19 contains 9681 members 
Mstep: Class 20 contains 121532 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 9223 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 11625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814120.000000 Penalty: 51025.902344
Iteration 43Q: 25 clusters Score -4.481412e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 4607 members 
Mstep: Class 3 contains 3917 members 
Mstep: Class 4 contains 7141 members 
Mstep: Class 5 contains 14504 members 
Mstep: Class 6 contains 2455 members 
Mstep: Class 7 contains 32172 members 
Mstep: Class 8 contains 24017 members 
Mstep: Class 9 contains 918 members 
Mstep: Class 10 contains 84304 members 
Mstep: Class 11 contains 5217 members 
Mstep: Class 12 contains 23583 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 15920 members 
Mstep: Class 15 contains 15178 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 42789 members 
Mstep: Class 19 contains 9758 members 
Mstep: Class 20 contains 121640 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 9065 members 
Mstep: Class 23 contains 4284 members 
Mstep: Class 24 contains 11716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814468.000000 Penalty: 51025.902344
Iteration 44Q: 25 clusters Score -4.481447e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 4617 members 
Mstep: Class 3 contains 3948 members 
Mstep: Class 4 contains 7125 members 
Mstep: Class 5 contains 14483 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 32606 members 
Mstep: Class 8 contains 24033 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 83473 members 
Mstep: Class 11 contains 5229 members 
Mstep: Class 12 contains 23535 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 15863 members 
Mstep: Class 15 contains 15122 members 
Mstep: Class 16 contains 2356 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 42897 members 
Mstep: Class 19 contains 9805 members 
Mstep: Class 20 contains 121741 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 22 contains 8933 members 
Mstep: Class 23 contains 4299 members 
Mstep: Class 24 contains 11783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814876.000000 Penalty: 51025.902344
Iteration 45Q: 25 clusters Score -4.481488e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 3966 members 
Mstep: Class 4 contains 7120 members 
Mstep: Class 5 contains 14445 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 33060 members 
Mstep: Class 8 contains 24043 members 
Mstep: Class 9 contains 942 members 
Mstep: Class 10 contains 82672 members 
Mstep: Class 11 contains 5224 members 
Mstep: Class 12 contains 23505 members 
Mstep: Class 13 contains 1260 members 
Mstep: Class 14 contains 15799 members 
Mstep: Class 15 contains 15082 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 42987 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 121844 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 8811 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 11842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815108.000000 Penalty: 51025.902344
Iteration 46Q: 25 clusters Score -4.481511e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 7102 members 
Mstep: Class 5 contains 14414 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 33534 members 
Mstep: Class 8 contains 24055 members 
Mstep: Class 9 contains 951 members 
Mstep: Class 10 contains 81876 members 
Mstep: Class 11 contains 5217 members 
Mstep: Class 12 contains 23472 members 
Mstep: Class 13 contains 1263 members 
Mstep: Class 14 contains 15741 members 
Mstep: Class 15 contains 15022 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 18 contains 43070 members 
Mstep: Class 19 contains 9919 members 
Mstep: Class 20 contains 121932 members 
Mstep: Class 21 contains 2196 members 
Mstep: Class 22 contains 8718 members 
Mstep: Class 23 contains 4343 members 
Mstep: Class 24 contains 11896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815188.000000 Penalty: 51025.902344
Iteration 47Q: 25 clusters Score -4.481519e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 4654 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 7084 members 
Mstep: Class 5 contains 14389 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 34025 members 
Mstep: Class 8 contains 24069 members 
Mstep: Class 9 contains 960 members 
Mstep: Class 10 contains 81079 members 
Mstep: Class 11 contains 5216 members 
Mstep: Class 12 contains 23453 members 
Mstep: Class 13 contains 1265 members 
Mstep: Class 14 contains 15688 members 
Mstep: Class 15 contains 14973 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 18 contains 43143 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 122008 members 
Mstep: Class 21 contains 2233 members 
Mstep: Class 22 contains 8633 members 
Mstep: Class 23 contains 4347 members 
Mstep: Class 24 contains 11947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815264.000000 Penalty: 51025.902344
Iteration 48Q: 25 clusters Score -4.481526e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 7070 members 
Mstep: Class 5 contains 14370 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 34549 members 
Mstep: Class 8 contains 24080 members 
Mstep: Class 9 contains 973 members 
Mstep: Class 10 contains 80292 members 
Mstep: Class 11 contains 5218 members 
Mstep: Class 12 contains 23440 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 15640 members 
Mstep: Class 15 contains 14928 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 43202 members 
Mstep: Class 19 contains 10045 members 
Mstep: Class 20 contains 122080 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 8554 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 11996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815336.000000 Penalty: 51025.902344
Iteration 49Q: 25 clusters Score -4.481534e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 4670 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 7051 members 
Mstep: Class 5 contains 14359 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 35078 members 
Mstep: Class 8 contains 24094 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 79525 members 
Mstep: Class 11 contains 5221 members 
Mstep: Class 12 contains 23428 members 
Mstep: Class 13 contains 1270 members 
Mstep: Class 14 contains 15608 members 
Mstep: Class 15 contains 14870 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 43265 members 
Mstep: Class 19 contains 10100 members 
Mstep: Class 20 contains 122160 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 8470 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 12048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815328.000000 Penalty: 51025.902344
Iteration 50Q: 25 clusters Score -4.481533e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 14351 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 35620 members 
Mstep: Class 8 contains 24109 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 78746 members 
Mstep: Class 11 contains 5214 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 15571 members 
Mstep: Class 15 contains 14809 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 43340 members 
Mstep: Class 19 contains 10151 members 
Mstep: Class 20 contains 122233 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 12080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815516.000000 Penalty: 51025.902344
Iteration 51Q: 25 clusters Score -4.481552e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 4682 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 7031 members 
Mstep: Class 5 contains 14339 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 36153 members 
Mstep: Class 8 contains 24119 members 
Mstep: Class 9 contains 1019 members 
Mstep: Class 10 contains 77986 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 23412 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 15535 members 
Mstep: Class 15 contains 14785 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 43413 members 
Mstep: Class 19 contains 10189 members 
Mstep: Class 20 contains 122300 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 8340 members 
Mstep: Class 23 contains 4413 members 
Mstep: Class 24 contains 12093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815724.000000 Penalty: 51025.902344
Iteration 52Q: 25 clusters Score -4.481572e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 7031 members 
Mstep: Class 5 contains 14333 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 36710 members 
Mstep: Class 8 contains 24130 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 77230 members 
Mstep: Class 11 contains 5198 members 
Mstep: Class 12 contains 23397 members 
Mstep: Class 13 contains 1280 members 
Mstep: Class 14 contains 15508 members 
Mstep: Class 15 contains 14748 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 3074 members 
Mstep: Class 18 contains 43477 members 
Mstep: Class 19 contains 10219 members 
Mstep: Class 20 contains 122345 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 8291 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 12103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815816.000000 Penalty: 51025.902344
Iteration 53Q: 25 clusters Score -4.481582e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 7026 members 
Mstep: Class 5 contains 14329 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 37281 members 
Mstep: Class 8 contains 24151 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 76437 members 
Mstep: Class 11 contains 5192 members 
Mstep: Class 12 contains 23395 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 15484 members 
Mstep: Class 15 contains 14726 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 3092 members 
Mstep: Class 18 contains 43527 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 122391 members 
Mstep: Class 21 contains 2459 members 
Mstep: Class 22 contains 8253 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 12133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815988.000000 Penalty: 51025.902344
Iteration 54Q: 25 clusters Score -4.481599e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 4131 members 
Mstep: Class 4 contains 7014 members 
Mstep: Class 5 contains 14320 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 37839 members 
Mstep: Class 8 contains 24174 members 
Mstep: Class 9 contains 1057 members 
Mstep: Class 10 contains 75676 members 
Mstep: Class 11 contains 5192 members 
Mstep: Class 12 contains 23392 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 15457 members 
Mstep: Class 15 contains 14713 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 43574 members 
Mstep: Class 19 contains 10282 members 
Mstep: Class 20 contains 122433 members 
Mstep: Class 21 contains 2504 members 
Mstep: Class 22 contains 8217 members 
Mstep: Class 23 contains 4431 members 
Mstep: Class 24 contains 12154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816244.000000 Penalty: 51025.902344
Iteration 55Q: 25 clusters Score -4.481624e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 7000 members 
Mstep: Class 5 contains 14316 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 38395 members 
Mstep: Class 8 contains 24185 members 
Mstep: Class 9 contains 1068 members 
Mstep: Class 10 contains 74919 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 23398 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 15422 members 
Mstep: Class 15 contains 14683 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 43632 members 
Mstep: Class 19 contains 10328 members 
Mstep: Class 20 contains 122465 members 
Mstep: Class 21 contains 2537 members 
Mstep: Class 22 contains 8186 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 12192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816408.000000 Penalty: 51025.902344
Iteration 56Q: 25 clusters Score -4.481641e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 6989 members 
Mstep: Class 5 contains 14316 members 
Mstep: Class 6 contains 2642 members 
Mstep: Class 7 contains 38975 members 
Mstep: Class 8 contains 24200 members 
Mstep: Class 9 contains 1075 members 
Mstep: Class 10 contains 74146 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 23390 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 15386 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 43687 members 
Mstep: Class 19 contains 10386 members 
Mstep: Class 20 contains 122495 members 
Mstep: Class 21 contains 2577 members 
Mstep: Class 22 contains 8162 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 12226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816512.000000 Penalty: 51025.902344
Iteration 57Q: 25 clusters Score -4.481651e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 4712 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 6980 members 
Mstep: Class 5 contains 14309 members 
Mstep: Class 6 contains 2648 members 
Mstep: Class 7 contains 39565 members 
Mstep: Class 8 contains 24206 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 73397 members 
Mstep: Class 11 contains 5199 members 
Mstep: Class 12 contains 23379 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 15353 members 
Mstep: Class 15 contains 14648 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 3134 members 
Mstep: Class 18 contains 43727 members 
Mstep: Class 19 contains 10434 members 
Mstep: Class 20 contains 122521 members 
Mstep: Class 21 contains 2619 members 
Mstep: Class 22 contains 8141 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 12262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816644.000000 Penalty: 51025.902344
Iteration 58Q: 25 clusters Score -4.481664e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 4717 members 
Mstep: Class 3 contains 4156 members 
Mstep: Class 4 contains 6970 members 
Mstep: Class 5 contains 14310 members 
Mstep: Class 6 contains 2660 members 
Mstep: Class 7 contains 40121 members 
Mstep: Class 8 contains 24212 members 
Mstep: Class 9 contains 1083 members 
Mstep: Class 10 contains 72676 members 
Mstep: Class 11 contains 5203 members 
Mstep: Class 12 contains 23381 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 15318 members 
Mstep: Class 15 contains 14636 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 3140 members 
Mstep: Class 18 contains 43754 members 
Mstep: Class 19 contains 10481 members 
Mstep: Class 20 contains 122541 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 8118 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 12313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816776.000000 Penalty: 51025.902344
Iteration 59Q: 25 clusters Score -4.481678e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 4721 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 6959 members 
Mstep: Class 5 contains 14306 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 40665 members 
Mstep: Class 8 contains 24208 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 71971 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23381 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 15291 members 
Mstep: Class 15 contains 14627 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3147 members 
Mstep: Class 18 contains 43783 members 
Mstep: Class 19 contains 10524 members 
Mstep: Class 20 contains 122565 members 
Mstep: Class 21 contains 2682 members 
Mstep: Class 22 contains 8092 members 
Mstep: Class 23 contains 4463 members 
Mstep: Class 24 contains 12358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816964.000000 Penalty: 51025.902344
Iteration 60F: 25 clusters Score -4.481696e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4165 members 
Mstep: Class 4 contains 6951 members 
Mstep: Class 5 contains 14296 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 41189 members 
Mstep: Class 8 contains 24216 members 
Mstep: Class 9 contains 1087 members 
Mstep: Class 10 contains 71292 members 
Mstep: Class 11 contains 5213 members 
Mstep: Class 12 contains 23378 members 
Mstep: Class 13 contains 1284 members 
Mstep: Class 14 contains 15257 members 
Mstep: Class 15 contains 14617 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 43825 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 122585 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 8072 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 12392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817120.000000 Penalty: 51025.902344
Iteration 61Q: 25 clusters Score -4.481712e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 4162 members 
Mstep: Class 4 contains 6944 members 
Mstep: Class 5 contains 14288 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 41718 members 
Mstep: Class 8 contains 24227 members 
Mstep: Class 9 contains 1089 members 
Mstep: Class 10 contains 70617 members 
Mstep: Class 11 contains 5216 members 
Mstep: Class 12 contains 23367 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 15230 members 
Mstep: Class 15 contains 14610 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 43868 members 
Mstep: Class 19 contains 10585 members 
Mstep: Class 20 contains 122603 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 22 contains 8059 members 
Mstep: Class 23 contains 4468 members 
Mstep: Class 24 contains 12427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817392.000000 Penalty: 51025.902344
Iteration 62Q: 25 clusters Score -4.481739e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 6940 members 
Mstep: Class 5 contains 14276 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 42240 members 
Mstep: Class 8 contains 24235 members 
Mstep: Class 9 contains 1092 members 
Mstep: Class 10 contains 69940 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 23367 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 15202 members 
Mstep: Class 15 contains 14605 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3198 members 
Mstep: Class 18 contains 43904 members 
Mstep: Class 19 contains 10609 members 
Mstep: Class 20 contains 122624 members 
Mstep: Class 21 contains 2786 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 4468 members 
Mstep: Class 24 contains 12458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817360.000000 Penalty: 51025.902344
Iteration 63Q: 25 clusters Score -4.481736e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4169 members 
Mstep: Class 4 contains 6932 members 
Mstep: Class 5 contains 14263 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 42772 members 
Mstep: Class 8 contains 24233 members 
Mstep: Class 9 contains 1095 members 
Mstep: Class 10 contains 69278 members 
Mstep: Class 11 contains 5224 members 
Mstep: Class 12 contains 23360 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 15176 members 
Mstep: Class 15 contains 14601 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3208 members 
Mstep: Class 18 contains 43943 members 
Mstep: Class 19 contains 10635 members 
Mstep: Class 20 contains 122641 members 
Mstep: Class 21 contains 2831 members 
Mstep: Class 22 contains 8025 members 
Mstep: Class 23 contains 4472 members 
Mstep: Class 24 contains 12474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817416.000000 Penalty: 51025.902344
Iteration 64Q: 25 clusters Score -4.481742e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 4169 members 
Mstep: Class 4 contains 6929 members 
Mstep: Class 5 contains 14255 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 43237 members 
Mstep: Class 8 contains 24231 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 68680 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 12 contains 23349 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 15171 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3219 members 
Mstep: Class 18 contains 43973 members 
Mstep: Class 19 contains 10668 members 
Mstep: Class 20 contains 122652 members 
Mstep: Class 21 contains 2894 members 
Mstep: Class 22 contains 8011 members 
Mstep: Class 23 contains 4474 members 
Mstep: Class 24 contains 12474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817636.000000 Penalty: 51025.902344
Iteration 65Q: 25 clusters Score -4.481764e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 6927 members 
Mstep: Class 5 contains 14251 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 43672 members 
Mstep: Class 8 contains 24242 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 68101 members 
Mstep: Class 11 contains 5231 members 
Mstep: Class 12 contains 23350 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 15161 members 
Mstep: Class 15 contains 14579 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 3231 members 
Mstep: Class 18 contains 44002 members 
Mstep: Class 19 contains 10704 members 
Mstep: Class 20 contains 122664 members 
Mstep: Class 21 contains 2949 members 
Mstep: Class 22 contains 7996 members 
Mstep: Class 23 contains 4471 members 
Mstep: Class 24 contains 12476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817728.000000 Penalty: 51025.902344
Iteration 66Q: 25 clusters Score -4.481773e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 6926 members 
Mstep: Class 5 contains 14247 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 44149 members 
Mstep: Class 8 contains 24241 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 67504 members 
Mstep: Class 11 contains 5232 members 
Mstep: Class 12 contains 23343 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 15153 members 
Mstep: Class 15 contains 14569 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 3246 members 
Mstep: Class 18 contains 44033 members 
Mstep: Class 19 contains 10749 members 
Mstep: Class 20 contains 122674 members 
Mstep: Class 21 contains 3012 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 4464 members 
Mstep: Class 24 contains 12463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817696.000000 Penalty: 51025.902344
Iteration 67Q: 25 clusters Score -4.48177e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 4167 members 
Mstep: Class 4 contains 6926 members 
Mstep: Class 5 contains 14236 members 
Mstep: Class 6 contains 2712 members 
Mstep: Class 7 contains 44622 members 
Mstep: Class 8 contains 24255 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 66927 members 
Mstep: Class 11 contains 5231 members 
Mstep: Class 12 contains 23330 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 15136 members 
Mstep: Class 15 contains 14554 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 3260 members 
Mstep: Class 18 contains 44060 members 
Mstep: Class 19 contains 10790 members 
Mstep: Class 20 contains 122687 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 7974 members 
Mstep: Class 23 contains 4461 members 
Mstep: Class 24 contains 12432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817660.000000 Penalty: 51025.902344
Iteration 68Q: 25 clusters Score -4.481766e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 6925 members 
Mstep: Class 5 contains 14228 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 45081 members 
Mstep: Class 8 contains 24266 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 66354 members 
Mstep: Class 11 contains 5231 members 
Mstep: Class 12 contains 23315 members 
Mstep: Class 13 contains 1284 members 
Mstep: Class 14 contains 15122 members 
Mstep: Class 15 contains 14544 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 3274 members 
Mstep: Class 18 contains 44099 members 
Mstep: Class 19 contains 10833 members 
Mstep: Class 20 contains 122695 members 
Mstep: Class 21 contains 3183 members 
Mstep: Class 22 contains 7967 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 12387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817908.000000 Penalty: 51025.902344
Iteration 69Q: 25 clusters Score -4.481791e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4174 members 
Mstep: Class 4 contains 6923 members 
Mstep: Class 5 contains 14214 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 45562 members 
Mstep: Class 8 contains 24274 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 65749 members 
Mstep: Class 11 contains 5230 members 
Mstep: Class 12 contains 23306 members 
Mstep: Class 13 contains 1284 members 
Mstep: Class 14 contains 15113 members 
Mstep: Class 15 contains 14545 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 3286 members 
Mstep: Class 18 contains 44121 members 
Mstep: Class 19 contains 10881 members 
Mstep: Class 20 contains 122700 members 
Mstep: Class 21 contains 3288 members 
Mstep: Class 22 contains 7965 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 12344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818172.000000 Penalty: 51025.902344
Iteration 70Q: 25 clusters Score -4.481817e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 4174 members 
Mstep: Class 4 contains 6921 members 
Mstep: Class 5 contains 14198 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 46072 members 
Mstep: Class 8 contains 24285 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 65099 members 
Mstep: Class 11 contains 5225 members 
Mstep: Class 12 contains 23307 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 15096 members 
Mstep: Class 15 contains 14545 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 44153 members 
Mstep: Class 19 contains 10922 members 
Mstep: Class 20 contains 122703 members 
Mstep: Class 21 contains 3420 members 
Mstep: Class 22 contains 7966 members 
Mstep: Class 23 contains 4455 members 
Mstep: Class 24 contains 12282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818340.000000 Penalty: 51025.902344
Iteration 71Q: 25 clusters Score -4.481834e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 5 contains 14181 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 46602 members 
Mstep: Class 8 contains 24299 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 64419 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 23305 members 
Mstep: Class 13 contains 1284 members 
Mstep: Class 14 contains 15076 members 
Mstep: Class 15 contains 14546 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 44175 members 
Mstep: Class 19 contains 10952 members 
Mstep: Class 20 contains 122709 members 
Mstep: Class 21 contains 3623 members 
Mstep: Class 22 contains 7963 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 12174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818892.000000 Penalty: 51025.902344
Iteration 72Q: 25 clusters Score -4.481889e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 6915 members 
Mstep: Class 5 contains 14171 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 47134 members 
Mstep: Class 8 contains 24321 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 63734 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 23286 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 15045 members 
Mstep: Class 15 contains 14547 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 3310 members 
Mstep: Class 18 contains 44197 members 
Mstep: Class 19 contains 11007 members 
Mstep: Class 20 contains 122712 members 
Mstep: Class 21 contains 3866 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 4462 members 
Mstep: Class 24 contains 12031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819260.000000 Penalty: 51025.902344
Iteration 73Q: 25 clusters Score -4.481926e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 5 contains 14155 members 
Mstep: Class 6 contains 2721 members 
Mstep: Class 7 contains 47702 members 
Mstep: Class 8 contains 24343 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 62931 members 
Mstep: Class 11 contains 5221 members 
Mstep: Class 12 contains 23273 members 
Mstep: Class 13 contains 1285 members 
Mstep: Class 14 contains 14997 members 
Mstep: Class 15 contains 14550 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 3322 members 
Mstep: Class 18 contains 44234 members 
Mstep: Class 19 contains 11084 members 
Mstep: Class 20 contains 122716 members 
Mstep: Class 21 contains 4132 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 11905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819880.000000 Penalty: 51025.902344
Iteration 74Q: 25 clusters Score -4.481988e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 5 contains 14135 members 
Mstep: Class 6 contains 2722 members 
Mstep: Class 7 contains 48300 members 
Mstep: Class 8 contains 24363 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 62076 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 23250 members 
Mstep: Class 13 contains 1285 members 
Mstep: Class 14 contains 14946 members 
Mstep: Class 15 contains 14547 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 44270 members 
Mstep: Class 19 contains 11179 members 
Mstep: Class 20 contains 122718 members 
Mstep: Class 21 contains 4383 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 11811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44820492.000000 Penalty: 51025.902344
Iteration 75Q: 25 clusters Score -4.482049e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 5 contains 14103 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 48902 members 
Mstep: Class 8 contains 24392 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 61181 members 
Mstep: Class 11 contains 5217 members 
Mstep: Class 12 contains 23228 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 14886 members 
Mstep: Class 15 contains 14553 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 18 contains 44278 members 
Mstep: Class 19 contains 11265 members 
Mstep: Class 20 contains 122724 members 
Mstep: Class 21 contains 4597 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 11823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821060.000000 Penalty: 51025.902344
Iteration 76Q: 25 clusters Score -4.482106e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6915 members 
Mstep: Class 5 contains 14076 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 49494 members 
Mstep: Class 8 contains 24422 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 60222 members 
Mstep: Class 11 contains 5214 members 
Mstep: Class 12 contains 23220 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 14812 members 
Mstep: Class 15 contains 14559 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3337 members 
Mstep: Class 18 contains 44287 members 
Mstep: Class 19 contains 11321 members 
Mstep: Class 20 contains 122730 members 
Mstep: Class 21 contains 4774 members 
Mstep: Class 22 contains 7948 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 11951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821488.000000 Penalty: 51025.902344
Iteration 77Q: 25 clusters Score -4.482149e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6914 members 
Mstep: Class 5 contains 14036 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 50045 members 
Mstep: Class 8 contains 24464 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 59232 members 
Mstep: Class 11 contains 5211 members 
Mstep: Class 12 contains 23223 members 
Mstep: Class 13 contains 1280 members 
Mstep: Class 14 contains 14727 members 
Mstep: Class 15 contains 14551 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3346 members 
Mstep: Class 18 contains 44292 members 
Mstep: Class 19 contains 11378 members 
Mstep: Class 20 contains 122737 members 
Mstep: Class 21 contains 4899 members 
Mstep: Class 22 contains 7944 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 12225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821964.000000 Penalty: 51025.902344
Iteration 78Q: 25 clusters Score -4.482196e+07 nChanged 1847
Entering ConstructFrom: 
Score: -44821964.000000 Penalty: 51025.902344
Entering ConstructFrom: 
Trying to split cluster 1 (40998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Entering Unmasked Estep 
Score: -3969512.250000 Penalty: 1725.957764
	Iteration 0F: 2 clusters Score -3969512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3941948.750000 Penalty: 3451.915527
	Iteration 0F: 3 clusters Score -3941949 nChanged 19117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3952832.500000 Penalty: 3451.915527
	Iteration 1F: 3 clusters Score -3952832 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3953551.500000 Penalty: 3451.915527
	Iteration 2Q: 3 clusters Score -3953552 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3954478.750000 Penalty: 3451.915527
	Iteration 3F: 3 clusters Score -3954479 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3955969.000000 Penalty: 3451.915527
	Iteration 4F: 3 clusters Score -3955969 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -3958377.000000 Penalty: 3451.915527
	Iteration 5F: 3 clusters Score -3958377 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -3961548.750000 Penalty: 3451.915527
	Iteration 6F: 3 clusters Score -3961549 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -3964573.250000 Penalty: 3451.915527
	Iteration 7F: 3 clusters Score -3964573 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -3966500.750000 Penalty: 3451.915527
	Iteration 8Q: 3 clusters Score -3966501 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -3967382.000000 Penalty: 3451.915527
	Iteration 9Q: 3 clusters Score -3967382 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -3967716.000000 Penalty: 3451.915527
	Iteration 10Q: 3 clusters Score -3967716 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -3967849.000000 Penalty: 3451.915527
	Iteration 11Q: 3 clusters Score -3967849 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -3967932.250000 Penalty: 3451.915527
	Iteration 12Q: 3 clusters Score -3967932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -3967976.250000 Penalty: 3451.915527
	Iteration 13Q: 3 clusters Score -3967976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -3967991.500000 Penalty: 3451.915527
	Iteration 14Q: 3 clusters Score -3967992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -3968005.500000 Penalty: 3451.915527
	Iteration 15Q: 3 clusters Score -3968006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -3968020.000000 Penalty: 3451.915527
	Iteration 16Q: 3 clusters Score -3968020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -3968028.500000 Penalty: 3451.915527
	Iteration 17Q: 3 clusters Score -3968028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -3968045.250000 Penalty: 3451.915527
	Iteration 18Q: 3 clusters Score -3968045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -3968050.750000 Penalty: 3451.915527
	Iteration 19Q: 3 clusters Score -3968051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -3968055.250000 Penalty: 3451.915527
	Iteration 20F: 3 clusters Score -3968055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Entering Unmasked Estep 
Score: -451704.687500 Penalty: 1374.920044
	Iteration 0F: 2 clusters Score -451704.7 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 2353 members 
Entering Unmasked Estep 
Score: -447915.593750 Penalty: 2749.840088
	Iteration 0F: 3 clusters Score -447915.6 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -448919.406250 Penalty: 2749.840088
	Iteration 1F: 3 clusters Score -448919.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -449062.593750 Penalty: 2749.840088
	Iteration 2F: 3 clusters Score -449062.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -449158.500000 Penalty: 2749.840088
	Iteration 3Q: 3 clusters Score -449158.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -449236.062500 Penalty: 2749.840088
	Iteration 4Q: 3 clusters Score -449236.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -449280.218750 Penalty: 2749.840088
	Iteration 5Q: 3 clusters Score -449280.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -449318.906250 Penalty: 2749.840088
	Iteration 6Q: 3 clusters Score -449318.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -449357.750000 Penalty: 2749.840088
	Iteration 7Q: 3 clusters Score -449357.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -449392.187500 Penalty: 2749.840088
	Iteration 8Q: 3 clusters Score -449392.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -449433.281250 Penalty: 2749.840088
	Iteration 9Q: 3 clusters Score -449433.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -449471.687500 Penalty: 2749.840088
	Iteration 10Q: 3 clusters Score -449471.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -449503.031250 Penalty: 2749.840088
	Iteration 11Q: 3 clusters Score -449503 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -449530.375000 Penalty: 2749.840088
	Iteration 12Q: 3 clusters Score -449530.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -449558.375000 Penalty: 2749.840088
	Iteration 13Q: 3 clusters Score -449558.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -449584.531250 Penalty: 2749.840088
	Iteration 14Q: 3 clusters Score -449584.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -449611.093750 Penalty: 2749.840088
	Iteration 15Q: 3 clusters Score -449611.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -449651.500000 Penalty: 2749.840088
	Iteration 16Q: 3 clusters Score -449651.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -449701.000000 Penalty: 2749.840088
	Iteration 17Q: 3 clusters Score -449701 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -449762.593750 Penalty: 2749.840088
	Iteration 18Q: 3 clusters Score -449762.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -449824.656250 Penalty: 2749.840088
	Iteration 19Q: 3 clusters Score -449824.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -449885.906250 Penalty: 2749.840088
	Iteration 20F: 3 clusters Score -449885.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -449953.968750 Penalty: 2749.840088
	Iteration 21Q: 3 clusters Score -449954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -450026.875000 Penalty: 2749.840088
	Iteration 22Q: 3 clusters Score -450026.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -450096.718750 Penalty: 2749.840088
	Iteration 23Q: 3 clusters Score -450096.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -450160.187500 Penalty: 2749.840088
	Iteration 24Q: 3 clusters Score -450160.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -450218.437500 Penalty: 2749.840088
	Iteration 25Q: 3 clusters Score -450218.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -450276.031250 Penalty: 2749.840088
	Iteration 26Q: 3 clusters Score -450276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -450332.406250 Penalty: 2749.840088
	Iteration 27Q: 3 clusters Score -450332.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -450383.937500 Penalty: 2749.840088
	Iteration 28Q: 3 clusters Score -450383.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -450416.250000 Penalty: 2749.840088
	Iteration 29Q: 3 clusters Score -450416.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -450435.187500 Penalty: 2749.840088
	Iteration 30Q: 3 clusters Score -450435.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -450456.781250 Penalty: 2749.840088
	Iteration 31Q: 3 clusters Score -450456.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -450472.531250 Penalty: 2749.840088
	Iteration 32Q: 3 clusters Score -450472.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -450488.625000 Penalty: 2749.840088
	Iteration 33Q: 3 clusters Score -450488.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -450498.500000 Penalty: 2749.840088
	Iteration 34Q: 3 clusters Score -450498.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -450512.593750 Penalty: 2749.840088
	Iteration 35Q: 3 clusters Score -450512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -450518.500000 Penalty: 2749.840088
	Iteration 36Q: 3 clusters Score -450518.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -450524.218750 Penalty: 2749.840088
	Iteration 37Q: 3 clusters Score -450524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -450524.562500 Penalty: 2749.840088
	Iteration 38Q: 3 clusters Score -450524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -450525.687500 Penalty: 2749.840088
	Iteration 39Q: 3 clusters Score -450525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -450528.718750 Penalty: 2749.840088
	Iteration 40F: 3 clusters Score -450528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -450529.375000 Penalty: 2749.840088
	Iteration 41Q: 3 clusters Score -450529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -450529.375000 Penalty: 2749.840088
	Iteration 42F: 3 clusters Score -450529.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Entering Unmasked Estep 
Score: -387155.250000 Penalty: 1354.896973
	Iteration 0F: 2 clusters Score -387155.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -383699.593750 Penalty: 2709.793945
	Iteration 0F: 3 clusters Score -383699.6 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -384646.468750 Penalty: 2709.793945
	Iteration 1F: 3 clusters Score -384646.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -384811.718750 Penalty: 2709.793945
	Iteration 2F: 3 clusters Score -384811.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -384910.343750 Penalty: 2709.793945
	Iteration 3F: 3 clusters Score -384910.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -384979.531250 Penalty: 2709.793945
	Iteration 4Q: 3 clusters Score -384979.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -385065.031250 Penalty: 2709.793945
	Iteration 5Q: 3 clusters Score -385065 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -385152.531250 Penalty: 2709.793945
	Iteration 6Q: 3 clusters Score -385152.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -385252.781250 Penalty: 2709.793945
	Iteration 7Q: 3 clusters Score -385252.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -385368.125000 Penalty: 2709.793945
	Iteration 8Q: 3 clusters Score -385368.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -385557.593750 Penalty: 2709.793945
	Iteration 9Q: 3 clusters Score -385557.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -385861.218750 Penalty: 2709.793945
	Iteration 10Q: 3 clusters Score -385861.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -386256.281250 Penalty: 2709.793945
	Iteration 11F: 3 clusters Score -386256.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -386610.312500 Penalty: 2709.793945
	Iteration 12F: 3 clusters Score -386610.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -386772.468750 Penalty: 2709.793945
	Iteration 13Q: 3 clusters Score -386772.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -386829.343750 Penalty: 2709.793945
	Iteration 14Q: 3 clusters Score -386829.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -386867.312500 Penalty: 2709.793945
	Iteration 15Q: 3 clusters Score -386867.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -386887.906250 Penalty: 2709.793945
	Iteration 16Q: 3 clusters Score -386887.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -386909.968750 Penalty: 2709.793945
	Iteration 17Q: 3 clusters Score -386910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -386928.312500 Penalty: 2709.793945
	Iteration 18Q: 3 clusters Score -386928.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -386943.125000 Penalty: 2709.793945
	Iteration 19Q: 3 clusters Score -386943.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -386954.156250 Penalty: 2709.793945
	Iteration 20F: 3 clusters Score -386954.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -386963.218750 Penalty: 2709.793945
	Iteration 21Q: 3 clusters Score -386963.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -386972.437500 Penalty: 2709.793945
	Iteration 22Q: 3 clusters Score -386972.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -386982.468750 Penalty: 2709.793945
	Iteration 23Q: 3 clusters Score -386982.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -386996.968750 Penalty: 2709.793945
	Iteration 24Q: 3 clusters Score -386997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -387006.312500 Penalty: 2709.793945
	Iteration 25Q: 3 clusters Score -387006.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -387012.781250 Penalty: 2709.793945
	Iteration 26Q: 3 clusters Score -387012.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -387017.375000 Penalty: 2709.793945
	Iteration 27Q: 3 clusters Score -387017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -387020.281250 Penalty: 2709.793945
	Iteration 28Q: 3 clusters Score -387020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -387022.062500 Penalty: 2709.793945
	Iteration 29Q: 3 clusters Score -387022.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -387023.937500 Penalty: 2709.793945
	Iteration 30Q: 3 clusters Score -387023.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -387024.343750 Penalty: 2709.793945
	Iteration 31Q: 3 clusters Score -387024.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -387025.593750 Penalty: 2709.793945
	Iteration 32Q: 3 clusters Score -387025.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -387027.531250 Penalty: 2709.793945
	Iteration 33Q: 3 clusters Score -387027.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -387029.718750 Penalty: 2709.793945
	Iteration 34Q: 3 clusters Score -387029.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -387032.218750 Penalty: 2709.793945
	Iteration 35Q: 3 clusters Score -387032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -387031.406250 Penalty: 2709.793945
	Iteration 36Q: 3 clusters Score -387031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -387031.406250 Penalty: 2709.793945
	Iteration 37Q: 3 clusters Score -387031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -387031.937500 Penalty: 2709.793945
	Iteration 38Q: 3 clusters Score -387031.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -387032.000000 Penalty: 2709.793945
	Iteration 39Q: 3 clusters Score -387032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -387033.500000 Penalty: 2709.793945
	Iteration 40F: 3 clusters Score -387033.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Entering Unmasked Estep 
Score: -664837.437500 Penalty: 1436.688354
	Iteration 0F: 2 clusters Score -664837.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -659656.750000 Penalty: 2873.376709
	Iteration 0F: 3 clusters Score -659656.8 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -661254.000000 Penalty: 2873.376709
	Iteration 1F: 3 clusters Score -661254 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -661493.437500 Penalty: 2873.376709
	Iteration 2F: 3 clusters Score -661493.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -661711.062500 Penalty: 2873.376709
	Iteration 3F: 3 clusters Score -661711.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -661949.125000 Penalty: 2873.376709
	Iteration 4F: 3 clusters Score -661949.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -662217.750000 Penalty: 2873.376709
	Iteration 5F: 3 clusters Score -662217.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -662480.875000 Penalty: 2873.376709
	Iteration 6F: 3 clusters Score -662480.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -662737.937500 Penalty: 2873.376709
	Iteration 7Q: 3 clusters Score -662737.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -663011.937500 Penalty: 2873.376709
	Iteration 8Q: 3 clusters Score -663011.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -663239.812500 Penalty: 2873.376709
	Iteration 9Q: 3 clusters Score -663239.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -663411.937500 Penalty: 2873.376709
	Iteration 10Q: 3 clusters Score -663411.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -663508.812500 Penalty: 2873.376709
	Iteration 11Q: 3 clusters Score -663508.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -663558.687500 Penalty: 2873.376709
	Iteration 12Q: 3 clusters Score -663558.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -663591.187500 Penalty: 2873.376709
	Iteration 13Q: 3 clusters Score -663591.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -663617.812500 Penalty: 2873.376709
	Iteration 14Q: 3 clusters Score -663617.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -663632.750000 Penalty: 2873.376709
	Iteration 15Q: 3 clusters Score -663632.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -663648.375000 Penalty: 2873.376709
	Iteration 16Q: 3 clusters Score -663648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -663651.500000 Penalty: 2873.376709
	Iteration 17Q: 3 clusters Score -663651.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -663654.750000 Penalty: 2873.376709
	Iteration 18Q: 3 clusters Score -663654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -663658.500000 Penalty: 2873.376709
	Iteration 19Q: 3 clusters Score -663658.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -663663.687500 Penalty: 2873.376709
	Iteration 20F: 3 clusters Score -663663.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -663666.812500 Penalty: 2873.376709
	Iteration 21Q: 3 clusters Score -663666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -663667.687500 Penalty: 2873.376709
	Iteration 22Q: 3 clusters Score -663667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -663670.375000 Penalty: 2873.376709
	Iteration 23Q: 3 clusters Score -663670.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -663674.375000 Penalty: 2873.376709
	Iteration 24Q: 3 clusters Score -663674.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -663679.375000 Penalty: 2873.376709
	Iteration 25Q: 3 clusters Score -663679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -663680.500000 Penalty: 2873.376709
	Iteration 26Q: 3 clusters Score -663680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -663680.062500 Penalty: 2873.376709
	Iteration 27Q: 3 clusters Score -663680.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -663680.062500 Penalty: 2873.376709
	Iteration 28F: 3 clusters Score -663680.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Entering Unmasked Estep 
Score: -1308174.250000 Penalty: 1551.322266
	Iteration 0F: 2 clusters Score -1308174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1298402.000000 Penalty: 3102.644531
	Iteration 0F: 3 clusters Score -1298402 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1301725.000000 Penalty: 3102.644531
	Iteration 1F: 3 clusters Score -1301725 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1301973.250000 Penalty: 3102.644531
	Iteration 2F: 3 clusters Score -1301973 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1302190.000000 Penalty: 3102.644531
	Iteration 3Q: 3 clusters Score -1302190 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1302442.125000 Penalty: 3102.644531
	Iteration 4Q: 3 clusters Score -1302442 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1302765.375000 Penalty: 3102.644531
	Iteration 5Q: 3 clusters Score -1302765 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1303169.375000 Penalty: 3102.644531
	Iteration 6F: 3 clusters Score -1303169 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1303833.625000 Penalty: 3102.644531
	Iteration 7F: 3 clusters Score -1303834 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1304635.875000 Penalty: 3102.644531
	Iteration 8F: 3 clusters Score -1304636 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1305471.750000 Penalty: 3102.644531
	Iteration 9F: 3 clusters Score -1305472 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1306119.625000 Penalty: 3102.644531
	Iteration 10Q: 3 clusters Score -1306120 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1306495.625000 Penalty: 3102.644531
	Iteration 11Q: 3 clusters Score -1306496 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1306684.500000 Penalty: 3102.644531
	Iteration 12Q: 3 clusters Score -1306684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1306774.250000 Penalty: 3102.644531
	Iteration 13Q: 3 clusters Score -1306774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1306854.625000 Penalty: 3102.644531
	Iteration 14Q: 3 clusters Score -1306855 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1306900.875000 Penalty: 3102.644531
	Iteration 15Q: 3 clusters Score -1306901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1306946.750000 Penalty: 3102.644531
	Iteration 16Q: 3 clusters Score -1306947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1306991.000000 Penalty: 3102.644531
	Iteration 17Q: 3 clusters Score -1306991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1307026.250000 Penalty: 3102.644531
	Iteration 18Q: 3 clusters Score -1307026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1307042.875000 Penalty: 3102.644531
	Iteration 19Q: 3 clusters Score -1307043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1307063.500000 Penalty: 3102.644531
	Iteration 20F: 3 clusters Score -1307064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1307074.000000 Penalty: 3102.644531
	Iteration 21Q: 3 clusters Score -1307074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1307079.875000 Penalty: 3102.644531
	Iteration 22Q: 3 clusters Score -1307080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1307089.375000 Penalty: 3102.644531
	Iteration 23Q: 3 clusters Score -1307089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1307098.625000 Penalty: 3102.644531
	Iteration 24Q: 3 clusters Score -1307099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1307111.125000 Penalty: 3102.644531
	Iteration 25Q: 3 clusters Score -1307111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1307113.625000 Penalty: 3102.644531
	Iteration 26Q: 3 clusters Score -1307114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1307123.500000 Penalty: 3102.644531
	Iteration 27Q: 3 clusters Score -1307124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1307131.250000 Penalty: 3102.644531
	Iteration 28Q: 3 clusters Score -1307131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1307135.750000 Penalty: 3102.644531
	Iteration 29Q: 3 clusters Score -1307136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1307140.500000 Penalty: 3102.644531
	Iteration 30Q: 3 clusters Score -1307140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1307143.750000 Penalty: 3102.644531
	Iteration 31Q: 3 clusters Score -1307144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1307144.625000 Penalty: 3102.644531
	Iteration 32Q: 3 clusters Score -1307145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1307144.625000 Penalty: 3102.644531
	Iteration 33F: 3 clusters Score -1307145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -259609.468750 Penalty: 1284.454468
	Iteration 0F: 2 clusters Score -259609.5 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 1346 members 
Entering Unmasked Estep 
Score: -257074.968750 Penalty: 2568.908936
	Iteration 0F: 3 clusters Score -257075 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -257646.671875 Penalty: 2568.908936
	Iteration 1F: 3 clusters Score -257646.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -257776.171875 Penalty: 2568.908936
	Iteration 2F: 3 clusters Score -257776.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -257857.906250 Penalty: 2568.908936
	Iteration 3F: 3 clusters Score -257857.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -257911.656250 Penalty: 2568.908936
	Iteration 4Q: 3 clusters Score -257911.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -257952.953125 Penalty: 2568.908936
	Iteration 5Q: 3 clusters Score -257953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -257981.140625 Penalty: 2568.908936
	Iteration 6Q: 3 clusters Score -257981.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -258003.312500 Penalty: 2568.908936
	Iteration 7Q: 3 clusters Score -258003.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -258023.937500 Penalty: 2568.908936
	Iteration 8Q: 3 clusters Score -258023.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -258040.265625 Penalty: 2568.908936
	Iteration 9Q: 3 clusters Score -258040.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -258051.578125 Penalty: 2568.908936
	Iteration 10Q: 3 clusters Score -258051.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -258060.171875 Penalty: 2568.908936
	Iteration 11Q: 3 clusters Score -258060.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -258065.187500 Penalty: 2568.908936
	Iteration 12Q: 3 clusters Score -258065.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -258069.718750 Penalty: 2568.908936
	Iteration 13Q: 3 clusters Score -258069.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -258074.828125 Penalty: 2568.908936
	Iteration 14Q: 3 clusters Score -258074.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -258079.281250 Penalty: 2568.908936
	Iteration 15Q: 3 clusters Score -258079.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -258082.562500 Penalty: 2568.908936
	Iteration 16Q: 3 clusters Score -258082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -258085.437500 Penalty: 2568.908936
	Iteration 17Q: 3 clusters Score -258085.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -258088.500000 Penalty: 2568.908936
	Iteration 18Q: 3 clusters Score -258088.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -258092.046875 Penalty: 2568.908936
	Iteration 19Q: 3 clusters Score -258092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -258094.375000 Penalty: 2568.908936
	Iteration 20F: 3 clusters Score -258094.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -258095.531250 Penalty: 2568.908936
	Iteration 21Q: 3 clusters Score -258095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -258097.546875 Penalty: 2568.908936
	Iteration 22Q: 3 clusters Score -258097.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -258099.140625 Penalty: 2568.908936
	Iteration 23Q: 3 clusters Score -258099.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -258101.125000 Penalty: 2568.908936
	Iteration 24Q: 3 clusters Score -258101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -258102.828125 Penalty: 2568.908936
	Iteration 25Q: 3 clusters Score -258102.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -258105.843750 Penalty: 2568.908936
	Iteration 26Q: 3 clusters Score -258105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -258107.703125 Penalty: 2568.908936
	Iteration 27Q: 3 clusters Score -258107.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -258108.562500 Penalty: 2568.908936
	Iteration 28Q: 3 clusters Score -258108.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -258109.937500 Penalty: 2568.908936
	Iteration 29Q: 3 clusters Score -258109.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -258111.796875 Penalty: 2568.908936
	Iteration 30Q: 3 clusters Score -258111.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -258114.015625 Penalty: 2568.908936
	Iteration 31Q: 3 clusters Score -258114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -258114.765625 Penalty: 2568.908936
	Iteration 32Q: 3 clusters Score -258114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -258114.578125 Penalty: 2568.908936
	Iteration 33Q: 3 clusters Score -258114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -258115.062500 Penalty: 2568.908936
	Iteration 34Q: 3 clusters Score -258115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -258115.062500 Penalty: 2568.908936
	Iteration 35F: 3 clusters Score -258115.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Entering Unmasked Estep 
Score: -4885502.000000 Penalty: 1760.216553
	Iteration 0F: 2 clusters Score -4885502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4851519.500000 Penalty: 3520.433105
	Iteration 0F: 3 clusters Score -4851520 nChanged 23777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -4865066.000000 Penalty: 3520.433105
	Iteration 1F: 3 clusters Score -4865066 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4865785.000000 Penalty: 3520.433105
	Iteration 2Q: 3 clusters Score -4865785 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -4866876.500000 Penalty: 3520.433105
	Iteration 3Q: 3 clusters Score -4866876 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4868597.000000 Penalty: 3520.433105
	Iteration 4F: 3 clusters Score -4868597 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4871272.500000 Penalty: 3520.433105
	Iteration 5F: 3 clusters Score -4871272 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -4874873.500000 Penalty: 3520.433105
	Iteration 6F: 3 clusters Score -4874874 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -4878533.500000 Penalty: 3520.433105
	Iteration 7F: 3 clusters Score -4878534 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -4881115.500000 Penalty: 3520.433105
	Iteration 8F: 3 clusters Score -4881116 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4882552.000000 Penalty: 3520.433105
	Iteration 9Q: 3 clusters Score -4882552 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4883229.500000 Penalty: 3520.433105
	Iteration 10Q: 3 clusters Score -4883230 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4883534.000000 Penalty: 3520.433105
	Iteration 11Q: 3 clusters Score -4883534 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4883671.000000 Penalty: 3520.433105
	Iteration 12Q: 3 clusters Score -4883671 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4883757.500000 Penalty: 3520.433105
	Iteration 13Q: 3 clusters Score -4883758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4883842.500000 Penalty: 3520.433105
	Iteration 14Q: 3 clusters Score -4883842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4883870.500000 Penalty: 3520.433105
	Iteration 15Q: 3 clusters Score -4883870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4883904.500000 Penalty: 3520.433105
	Iteration 16Q: 3 clusters Score -4883904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4883924.500000 Penalty: 3520.433105
	Iteration 17Q: 3 clusters Score -4883924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4883933.500000 Penalty: 3520.433105
	Iteration 18Q: 3 clusters Score -4883934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4883938.500000 Penalty: 3520.433105
	Iteration 19Q: 3 clusters Score -4883938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4883944.000000 Penalty: 3520.433105
	Iteration 20F: 3 clusters Score -4883944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4883943.000000 Penalty: 3520.433105
	Iteration 21Q: 3 clusters Score -4883943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4883942.000000 Penalty: 3520.433105
	Iteration 22Q: 3 clusters Score -4883942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4883942.000000 Penalty: 3520.433105
	Iteration 23F: 3 clusters Score -4883942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Entering Unmasked Estep 
Score: -2379600.750000 Penalty: 1642.334351
	Iteration 0F: 2 clusters Score -2379601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2362976.750000 Penalty: 3284.668701
	Iteration 0F: 3 clusters Score -2362977 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2369134.000000 Penalty: 3284.668701
	Iteration 1F: 3 clusters Score -2369134 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2369492.750000 Penalty: 3284.668701
	Iteration 2Q: 3 clusters Score -2369493 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2369890.250000 Penalty: 3284.668701
	Iteration 3Q: 3 clusters Score -2369890 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2370463.000000 Penalty: 3284.668701
	Iteration 4F: 3 clusters Score -2370463 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2371326.000000 Penalty: 3284.668701
	Iteration 5F: 3 clusters Score -2371326 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2372734.750000 Penalty: 3284.668701
	Iteration 6F: 3 clusters Score -2372735 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2374650.250000 Penalty: 3284.668701
	Iteration 7F: 3 clusters Score -2374650 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2376424.750000 Penalty: 3284.668701
	Iteration 8F: 3 clusters Score -2376425 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -2377482.500000 Penalty: 3284.668701
	Iteration 9Q: 3 clusters Score -2377482 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2377968.000000 Penalty: 3284.668701
	Iteration 10Q: 3 clusters Score -2377968 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2378118.000000 Penalty: 3284.668701
	Iteration 11Q: 3 clusters Score -2378118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2378181.000000 Penalty: 3284.668701
	Iteration 12Q: 3 clusters Score -2378181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -2378227.250000 Penalty: 3284.668701
	Iteration 13Q: 3 clusters Score -2378227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2378247.250000 Penalty: 3284.668701
	Iteration 14Q: 3 clusters Score -2378247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -2378261.000000 Penalty: 3284.668701
	Iteration 15Q: 3 clusters Score -2378261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -2378267.750000 Penalty: 3284.668701
	Iteration 16Q: 3 clusters Score -2378268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2378275.000000 Penalty: 3284.668701
	Iteration 17Q: 3 clusters Score -2378275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -2378279.750000 Penalty: 3284.668701
	Iteration 18Q: 3 clusters Score -2378280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2378289.250000 Penalty: 3284.668701
	Iteration 19Q: 3 clusters Score -2378289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -2378292.000000 Penalty: 3284.668701
	Iteration 20F: 3 clusters Score -2378292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2378290.750000 Penalty: 3284.668701
	Iteration 21Q: 3 clusters Score -2378291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2378292.750000 Penalty: 3284.668701
	Iteration 22Q: 3 clusters Score -2378293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -2378293.000000 Penalty: 3284.668701
	Iteration 23Q: 3 clusters Score -2378293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2378294.750000 Penalty: 3284.668701
	Iteration 24Q: 3 clusters Score -2378295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -2378296.750000 Penalty: 3284.668701
	Iteration 25Q: 3 clusters Score -2378297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -2378296.750000 Penalty: 3284.668701
	Iteration 26F: 3 clusters Score -2378297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -103715.273438 Penalty: 1140.199097
	Iteration 0F: 2 clusters Score -103715.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -102200.132812 Penalty: 2280.398193
	Iteration 0F: 3 clusters Score -102200.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -102464.000000 Penalty: 2280.398193
	Iteration 1F: 3 clusters Score -102464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -102546.382812 Penalty: 2280.398193
	Iteration 2F: 3 clusters Score -102546.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -102584.859375 Penalty: 2280.398193
	Iteration 3Q: 3 clusters Score -102584.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -102610.679688 Penalty: 2280.398193
	Iteration 4Q: 3 clusters Score -102610.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -102620.257812 Penalty: 2280.398193
	Iteration 5Q: 3 clusters Score -102620.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -102626.289062 Penalty: 2280.398193
	Iteration 6Q: 3 clusters Score -102626.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -102629.164062 Penalty: 2280.398193
	Iteration 7Q: 3 clusters Score -102629.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -102633.398438 Penalty: 2280.398193
	Iteration 8Q: 3 clusters Score -102633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -102634.093750 Penalty: 2280.398193
	Iteration 9Q: 3 clusters Score -102634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -102635.562500 Penalty: 2280.398193
	Iteration 10Q: 3 clusters Score -102635.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -102635.562500 Penalty: 2280.398193
	Iteration 11F: 3 clusters Score -102635.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Entering Unmasked Estep 
Score: -5535628.500000 Penalty: 1782.779907
	Iteration 0F: 2 clusters Score -5535628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -5496675.000000 Penalty: 3565.559814
	Iteration 0F: 3 clusters Score -5496675 nChanged 27591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -5512821.000000 Penalty: 3565.559814
	Iteration 1F: 3 clusters Score -5512821 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -5513988.000000 Penalty: 3565.559814
	Iteration 2Q: 3 clusters Score -5513988 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -5515707.500000 Penalty: 3565.559814
	Iteration 3F: 3 clusters Score -5515708 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -5518390.500000 Penalty: 3565.559814
	Iteration 4F: 3 clusters Score -5518390 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -5522342.000000 Penalty: 3565.559814
	Iteration 5F: 3 clusters Score -5522342 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -5526768.500000 Penalty: 3565.559814
	Iteration 6F: 3 clusters Score -5526768 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -5530231.500000 Penalty: 3565.559814
	Iteration 7F: 3 clusters Score -5530232 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5532233.000000 Penalty: 3565.559814
	Iteration 8Q: 3 clusters Score -5532233 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5533176.000000 Penalty: 3565.559814
	Iteration 9Q: 3 clusters Score -5533176 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5533653.000000 Penalty: 3565.559814
	Iteration 10Q: 3 clusters Score -5533653 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5533953.500000 Penalty: 3565.559814
	Iteration 11Q: 3 clusters Score -5533954 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5534168.500000 Penalty: 3565.559814
	Iteration 12Q: 3 clusters Score -5534168 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5534282.500000 Penalty: 3565.559814
	Iteration 13Q: 3 clusters Score -5534282 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5534319.500000 Penalty: 3565.559814
	Iteration 14Q: 3 clusters Score -5534320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5534356.500000 Penalty: 3565.559814
	Iteration 15Q: 3 clusters Score -5534356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5534383.500000 Penalty: 3565.559814
	Iteration 16Q: 3 clusters Score -5534384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5534398.500000 Penalty: 3565.559814
	Iteration 17Q: 3 clusters Score -5534398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5534399.500000 Penalty: 3565.559814
	Iteration 18Q: 3 clusters Score -5534400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5534405.500000 Penalty: 3565.559814
	Iteration 19Q: 3 clusters Score -5534406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5534399.500000 Penalty: 3565.559814
	Iteration 20F: 3 clusters Score -5534400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5534417.000000 Penalty: 3565.559814
	Iteration 21Q: 3 clusters Score -5534417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5534420.000000 Penalty: 3565.559814
	Iteration 22Q: 3 clusters Score -5534420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5534427.500000 Penalty: 3565.559814
	Iteration 23Q: 3 clusters Score -5534428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5534437.000000 Penalty: 3565.559814
	Iteration 24Q: 3 clusters Score -5534437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5534433.500000 Penalty: 3565.559814
	Iteration 25Q: 3 clusters Score -5534434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5534437.000000 Penalty: 3565.559814
	Iteration 26Q: 3 clusters Score -5534437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5534436.000000 Penalty: 3565.559814
	Iteration 27Q: 3 clusters Score -5534436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5534441.500000 Penalty: 3565.559814
	Iteration 28Q: 3 clusters Score -5534442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5534442.500000 Penalty: 3565.559814
	Iteration 29Q: 3 clusters Score -5534442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5534447.000000 Penalty: 3565.559814
	Iteration 30Q: 3 clusters Score -5534447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5534451.000000 Penalty: 3565.559814
	Iteration 31Q: 3 clusters Score -5534451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5534456.000000 Penalty: 3565.559814
	Iteration 32Q: 3 clusters Score -5534456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5534455.000000 Penalty: 3565.559814
	Iteration 33Q: 3 clusters Score -5534455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5534455.500000 Penalty: 3565.559814
	Iteration 34Q: 3 clusters Score -5534456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5534456.500000 Penalty: 3565.559814
	Iteration 35Q: 3 clusters Score -5534456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5534457.000000 Penalty: 3565.559814
	Iteration 36Q: 3 clusters Score -5534457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5534457.000000 Penalty: 3565.559814
	Iteration 37F: 3 clusters Score -5534457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -496024.468750 Penalty: 1390.698364
	Iteration 0F: 2 clusters Score -496024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -491932.000000 Penalty: 2781.396729
	Iteration 0F: 3 clusters Score -491932 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -493127.875000 Penalty: 2781.396729
	Iteration 1F: 3 clusters Score -493127.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -493333.281250 Penalty: 2781.396729
	Iteration 2F: 3 clusters Score -493333.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -493508.593750 Penalty: 2781.396729
	Iteration 3F: 3 clusters Score -493508.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -493688.031250 Penalty: 2781.396729
	Iteration 4F: 3 clusters Score -493688 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -493843.031250 Penalty: 2781.396729
	Iteration 5Q: 3 clusters Score -493843 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -493978.812500 Penalty: 2781.396729
	Iteration 6Q: 3 clusters Score -493978.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -494105.000000 Penalty: 2781.396729
	Iteration 7Q: 3 clusters Score -494105 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -494227.187500 Penalty: 2781.396729
	Iteration 8Q: 3 clusters Score -494227.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -494333.562500 Penalty: 2781.396729
	Iteration 9Q: 3 clusters Score -494333.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -494447.968750 Penalty: 2781.396729
	Iteration 10Q: 3 clusters Score -494448 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -494542.843750 Penalty: 2781.396729
	Iteration 11Q: 3 clusters Score -494542.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -494646.343750 Penalty: 2781.396729
	Iteration 12Q: 3 clusters Score -494646.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -494751.750000 Penalty: 2781.396729
	Iteration 13Q: 3 clusters Score -494751.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -494859.593750 Penalty: 2781.396729
	Iteration 14Q: 3 clusters Score -494859.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -494964.687500 Penalty: 2781.396729
	Iteration 15Q: 3 clusters Score -494964.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -495064.500000 Penalty: 2781.396729
	Iteration 16Q: 3 clusters Score -495064.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -495154.218750 Penalty: 2781.396729
	Iteration 17Q: 3 clusters Score -495154.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -495231.781250 Penalty: 2781.396729
	Iteration 18Q: 3 clusters Score -495231.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -495289.500000 Penalty: 2781.396729
	Iteration 19Q: 3 clusters Score -495289.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -495319.031250 Penalty: 2781.396729
	Iteration 20F: 3 clusters Score -495319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -495343.750000 Penalty: 2781.396729
	Iteration 21Q: 3 clusters Score -495343.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -495362.656250 Penalty: 2781.396729
	Iteration 22Q: 3 clusters Score -495362.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -495375.906250 Penalty: 2781.396729
	Iteration 23Q: 3 clusters Score -495375.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -495393.500000 Penalty: 2781.396729
	Iteration 24Q: 3 clusters Score -495393.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -495409.937500 Penalty: 2781.396729
	Iteration 25Q: 3 clusters Score -495409.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -495426.937500 Penalty: 2781.396729
	Iteration 26Q: 3 clusters Score -495426.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -495438.687500 Penalty: 2781.396729
	Iteration 27Q: 3 clusters Score -495438.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -495451.093750 Penalty: 2781.396729
	Iteration 28Q: 3 clusters Score -495451.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -495467.437500 Penalty: 2781.396729
	Iteration 29Q: 3 clusters Score -495467.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -495478.187500 Penalty: 2781.396729
	Iteration 30Q: 3 clusters Score -495478.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -495485.437500 Penalty: 2781.396729
	Iteration 31Q: 3 clusters Score -495485.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -495494.312500 Penalty: 2781.396729
	Iteration 32Q: 3 clusters Score -495494.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -495500.718750 Penalty: 2781.396729
	Iteration 33Q: 3 clusters Score -495500.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -495504.062500 Penalty: 2781.396729
	Iteration 34Q: 3 clusters Score -495504.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -495506.000000 Penalty: 2781.396729
	Iteration 35Q: 3 clusters Score -495506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -495506.218750 Penalty: 2781.396729
	Iteration 36Q: 3 clusters Score -495506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -495505.843750 Penalty: 2781.396729
	Iteration 37Q: 3 clusters Score -495505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -495505.843750 Penalty: 2781.396729
	Iteration 38F: 3 clusters Score -495505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Entering Unmasked Estep 
Score: -2173047.500000 Penalty: 1633.448975
	Iteration 0F: 2 clusters Score -2173048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2157347.250000 Penalty: 3266.897949
	Iteration 0F: 3 clusters Score -2157347 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2163197.750000 Penalty: 3266.897949
	Iteration 1F: 3 clusters Score -2163198 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2163613.750000 Penalty: 3266.897949
	Iteration 2Q: 3 clusters Score -2163614 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2164084.000000 Penalty: 3266.897949
	Iteration 3Q: 3 clusters Score -2164084 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2164610.750000 Penalty: 3266.897949
	Iteration 4Q: 3 clusters Score -2164611 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2165198.000000 Penalty: 3266.897949
	Iteration 5Q: 3 clusters Score -2165198 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2165929.500000 Penalty: 3266.897949
	Iteration 6Q: 3 clusters Score -2165930 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2166776.500000 Penalty: 3266.897949
	Iteration 7F: 3 clusters Score -2166776 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2167628.750000 Penalty: 3266.897949
	Iteration 8F: 3 clusters Score -2167629 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2168377.250000 Penalty: 3266.897949
	Iteration 9Q: 3 clusters Score -2168377 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2169009.000000 Penalty: 3266.897949
	Iteration 10Q: 3 clusters Score -2169009 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2169516.750000 Penalty: 3266.897949
	Iteration 11Q: 3 clusters Score -2169517 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2169939.750000 Penalty: 3266.897949
	Iteration 12Q: 3 clusters Score -2169940 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2170272.500000 Penalty: 3266.897949
	Iteration 13Q: 3 clusters Score -2170272 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2170546.500000 Penalty: 3266.897949
	Iteration 14Q: 3 clusters Score -2170546 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2170786.500000 Penalty: 3266.897949
	Iteration 15Q: 3 clusters Score -2170786 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2170982.750000 Penalty: 3266.897949
	Iteration 16Q: 3 clusters Score -2170983 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2171153.250000 Penalty: 3266.897949
	Iteration 17Q: 3 clusters Score -2171153 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2171298.000000 Penalty: 3266.897949
	Iteration 18Q: 3 clusters Score -2171298 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2171423.750000 Penalty: 3266.897949
	Iteration 19Q: 3 clusters Score -2171424 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2171517.250000 Penalty: 3266.897949
	Iteration 20F: 3 clusters Score -2171517 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2171578.250000 Penalty: 3266.897949
	Iteration 21Q: 3 clusters Score -2171578 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2171614.250000 Penalty: 3266.897949
	Iteration 22Q: 3 clusters Score -2171614 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2171637.250000 Penalty: 3266.897949
	Iteration 23Q: 3 clusters Score -2171637 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2171667.750000 Penalty: 3266.897949
	Iteration 24Q: 3 clusters Score -2171668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2171683.250000 Penalty: 3266.897949
	Iteration 25Q: 3 clusters Score -2171683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2171700.750000 Penalty: 3266.897949
	Iteration 26Q: 3 clusters Score -2171701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2171709.750000 Penalty: 3266.897949
	Iteration 27Q: 3 clusters Score -2171710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2171728.500000 Penalty: 3266.897949
	Iteration 28Q: 3 clusters Score -2171728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2171744.250000 Penalty: 3266.897949
	Iteration 29Q: 3 clusters Score -2171744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2171751.250000 Penalty: 3266.897949
	Iteration 30Q: 3 clusters Score -2171751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2171759.000000 Penalty: 3266.897949
	Iteration 31Q: 3 clusters Score -2171759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2171761.250000 Penalty: 3266.897949
	Iteration 32Q: 3 clusters Score -2171761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2171769.500000 Penalty: 3266.897949
	Iteration 33Q: 3 clusters Score -2171770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2171774.500000 Penalty: 3266.897949
	Iteration 34Q: 3 clusters Score -2171774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2171780.000000 Penalty: 3266.897949
	Iteration 35Q: 3 clusters Score -2171780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2171784.750000 Penalty: 3266.897949
	Iteration 36Q: 3 clusters Score -2171785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2171790.500000 Penalty: 3266.897949
	Iteration 37Q: 3 clusters Score -2171790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2171794.000000 Penalty: 3266.897949
	Iteration 38Q: 3 clusters Score -2171794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2171794.000000 Penalty: 3266.897949
	Iteration 39Q: 3 clusters Score -2171794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2171798.500000 Penalty: 3266.897949
	Iteration 40F: 3 clusters Score -2171798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2171801.500000 Penalty: 3266.897949
	Iteration 41Q: 3 clusters Score -2171802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2171803.250000 Penalty: 3266.897949
	Iteration 42Q: 3 clusters Score -2171803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2171806.000000 Penalty: 3266.897949
	Iteration 43Q: 3 clusters Score -2171806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2171809.000000 Penalty: 3266.897949
	Iteration 44Q: 3 clusters Score -2171809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2171809.750000 Penalty: 3266.897949
	Iteration 45Q: 3 clusters Score -2171810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2171812.250000 Penalty: 3266.897949
	Iteration 46Q: 3 clusters Score -2171812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2171811.500000 Penalty: 3266.897949
	Iteration 47Q: 3 clusters Score -2171812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2171815.500000 Penalty: 3266.897949
	Iteration 48Q: 3 clusters Score -2171816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2171820.500000 Penalty: 3266.897949
	Iteration 49Q: 3 clusters Score -2171820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2171820.750000 Penalty: 3266.897949
	Iteration 50Q: 3 clusters Score -2171821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2171821.750000 Penalty: 3266.897949
	Iteration 51Q: 3 clusters Score -2171822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2171827.500000 Penalty: 3266.897949
	Iteration 52Q: 3 clusters Score -2171828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2171831.250000 Penalty: 3266.897949
	Iteration 53Q: 3 clusters Score -2171831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2171831.750000 Penalty: 3266.897949
	Iteration 54Q: 3 clusters Score -2171832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2171835.500000 Penalty: 3266.897949
	Iteration 55Q: 3 clusters Score -2171836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2171839.500000 Penalty: 3266.897949
	Iteration 56Q: 3 clusters Score -2171840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2171837.500000 Penalty: 3266.897949
	Iteration 57Q: 3 clusters Score -2171838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2171841.500000 Penalty: 3266.897949
	Iteration 58Q: 3 clusters Score -2171842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2171841.500000 Penalty: 3266.897949
	Iteration 59Q: 3 clusters Score -2171842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2171845.750000 Penalty: 3266.897949
	Iteration 60F: 3 clusters Score -2171846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2171847.250000 Penalty: 3266.897949
	Iteration 61Q: 3 clusters Score -2171847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2171847.750000 Penalty: 3266.897949
	Iteration 62Q: 3 clusters Score -2171848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2171846.750000 Penalty: 3266.897949
	Iteration 63Q: 3 clusters Score -2171847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2171849.000000 Penalty: 3266.897949
	Iteration 64Q: 3 clusters Score -2171849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2171850.750000 Penalty: 3266.897949
	Iteration 65Q: 3 clusters Score -2171851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2171850.750000 Penalty: 3266.897949
	Iteration 66Q: 3 clusters Score -2171851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2171854.000000 Penalty: 3266.897949
	Iteration 67Q: 3 clusters Score -2171854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2171856.250000 Penalty: 3266.897949
	Iteration 68Q: 3 clusters Score -2171856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2171856.500000 Penalty: 3266.897949
	Iteration 69Q: 3 clusters Score -2171856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2171855.250000 Penalty: 3266.897949
	Iteration 70Q: 3 clusters Score -2171855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2171855.000000 Penalty: 3266.897949
	Iteration 71Q: 3 clusters Score -2171855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2171859.250000 Penalty: 3266.897949
	Iteration 72Q: 3 clusters Score -2171859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2171857.000000 Penalty: 3266.897949
	Iteration 73Q: 3 clusters Score -2171857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2171858.750000 Penalty: 3266.897949
	Iteration 74Q: 3 clusters Score -2171859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2171859.250000 Penalty: 3266.897949
	Iteration 75Q: 3 clusters Score -2171859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2171861.000000 Penalty: 3266.897949
	Iteration 76Q: 3 clusters Score -2171861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2171859.500000 Penalty: 3266.897949
	Iteration 77Q: 3 clusters Score -2171860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2171862.500000 Penalty: 3266.897949
	Iteration 78Q: 3 clusters Score -2171862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2171862.500000 Penalty: 3266.897949
	Iteration 79Q: 3 clusters Score -2171862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2171862.500000 Penalty: 3266.897949
	Iteration 80F: 3 clusters Score -2171862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -111501.375000 Penalty: 1162.243652
	Iteration 0F: 2 clusters Score -111501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -109943.992188 Penalty: 2324.487305
	Iteration 0F: 3 clusters Score -109944 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110544.281250 Penalty: 2324.487305
	Iteration 1F: 3 clusters Score -110544.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110898.562500 Penalty: 2324.487305
	Iteration 2F: 3 clusters Score -110898.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -111211.820312 Penalty: 2324.487305
	Iteration 3F: 3 clusters Score -111211.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -111409.968750 Penalty: 2324.487305
	Iteration 4F: 3 clusters Score -111410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -111503.703125 Penalty: 2324.487305
	Iteration 5Q: 3 clusters Score -111503.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -111556.273438 Penalty: 2324.487305
	Iteration 6Q: 3 clusters Score -111556.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -111594.968750 Penalty: 2324.487305
	Iteration 7Q: 3 clusters Score -111595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -111620.789062 Penalty: 2324.487305
	Iteration 8Q: 3 clusters Score -111620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -111635.500000 Penalty: 2324.487305
	Iteration 9Q: 3 clusters Score -111635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -111647.507812 Penalty: 2324.487305
	Iteration 10Q: 3 clusters Score -111647.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -111648.632812 Penalty: 2324.487305
	Iteration 11Q: 3 clusters Score -111648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -111648.632812 Penalty: 2324.487305
	Iteration 12F: 3 clusters Score -111648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6913 members 
Mstep: Class 5 contains 13997 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 50620 members 
Mstep: Class 8 contains 24506 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 58160 members 
Mstep: Class 11 contains 5209 members 
Mstep: Class 12 contains 23202 members 
Mstep: Class 13 contains 1160 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 14536 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 18 contains 44330 members 
Mstep: Class 19 contains 11422 members 
Mstep: Class 20 contains 122742 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 7940 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 12575 members 
Mstep: Class 25 contains 117 members 
Entering Unmasked Estep 
Score: -44821268.000000 Penalty: 53151.980469
Splitting cluster 13 changes total score from -44821964.000000 to -44821268.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (14641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Entering Unmasked Estep 
Score: -1386637.250000 Penalty: 1558.631958
	Iteration 0F: 2 clusters Score -1386637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1376429.250000 Penalty: 3117.263916
	Iteration 0F: 3 clusters Score -1376429 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1380117.750000 Penalty: 3117.263916
	Iteration 1F: 3 clusters Score -1380118 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1380719.500000 Penalty: 3117.263916
	Iteration 2F: 3 clusters Score -1380720 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1381394.500000 Penalty: 3117.263916
	Iteration 3F: 3 clusters Score -1381394 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1382072.875000 Penalty: 3117.263916
	Iteration 4F: 3 clusters Score -1382073 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1382759.125000 Penalty: 3117.263916
	Iteration 5F: 3 clusters Score -1382759 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1383376.750000 Penalty: 3117.263916
	Iteration 6F: 3 clusters Score -1383377 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1383807.750000 Penalty: 3117.263916
	Iteration 7Q: 3 clusters Score -1383808 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1384094.875000 Penalty: 3117.263916
	Iteration 8Q: 3 clusters Score -1384095 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1384257.500000 Penalty: 3117.263916
	Iteration 9Q: 3 clusters Score -1384258 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1384382.375000 Penalty: 3117.263916
	Iteration 10Q: 3 clusters Score -1384382 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1384481.125000 Penalty: 3117.263916
	Iteration 11Q: 3 clusters Score -1384481 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1384563.000000 Penalty: 3117.263916
	Iteration 12Q: 3 clusters Score -1384563 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1384640.750000 Penalty: 3117.263916
	Iteration 13Q: 3 clusters Score -1384641 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1384714.375000 Penalty: 3117.263916
	Iteration 14Q: 3 clusters Score -1384714 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1384792.375000 Penalty: 3117.263916
	Iteration 15Q: 3 clusters Score -1384792 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1384868.500000 Penalty: 3117.263916
	Iteration 16Q: 3 clusters Score -1384868 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1384951.500000 Penalty: 3117.263916
	Iteration 17Q: 3 clusters Score -1384952 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1385022.125000 Penalty: 3117.263916
	Iteration 18Q: 3 clusters Score -1385022 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1385082.750000 Penalty: 3117.263916
	Iteration 19Q: 3 clusters Score -1385083 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1385147.125000 Penalty: 3117.263916
	Iteration 20F: 3 clusters Score -1385147 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1385203.250000 Penalty: 3117.263916
	Iteration 21Q: 3 clusters Score -1385203 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1385252.250000 Penalty: 3117.263916
	Iteration 22Q: 3 clusters Score -1385252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1385287.125000 Penalty: 3117.263916
	Iteration 23Q: 3 clusters Score -1385287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1385309.375000 Penalty: 3117.263916
	Iteration 24Q: 3 clusters Score -1385309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1385323.625000 Penalty: 3117.263916
	Iteration 25Q: 3 clusters Score -1385324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1385335.000000 Penalty: 3117.263916
	Iteration 26Q: 3 clusters Score -1385335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1385345.250000 Penalty: 3117.263916
	Iteration 27Q: 3 clusters Score -1385345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1385352.625000 Penalty: 3117.263916
	Iteration 28Q: 3 clusters Score -1385353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1385356.625000 Penalty: 3117.263916
	Iteration 29Q: 3 clusters Score -1385357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1385362.500000 Penalty: 3117.263916
	Iteration 30Q: 3 clusters Score -1385362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1385371.250000 Penalty: 3117.263916
	Iteration 31Q: 3 clusters Score -1385371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1385373.250000 Penalty: 3117.263916
	Iteration 32Q: 3 clusters Score -1385373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1385377.250000 Penalty: 3117.263916
	Iteration 33Q: 3 clusters Score -1385377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1385380.125000 Penalty: 3117.263916
	Iteration 34Q: 3 clusters Score -1385380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1385382.875000 Penalty: 3117.263916
	Iteration 35Q: 3 clusters Score -1385383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1385386.500000 Penalty: 3117.263916
	Iteration 36Q: 3 clusters Score -1385386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1385387.000000 Penalty: 3117.263916
	Iteration 37Q: 3 clusters Score -1385387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1385392.625000 Penalty: 3117.263916
	Iteration 38Q: 3 clusters Score -1385393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1385393.125000 Penalty: 3117.263916
	Iteration 39Q: 3 clusters Score -1385393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1385390.750000 Penalty: 3117.263916
	Iteration 40F: 3 clusters Score -1385391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1385392.000000 Penalty: 3117.263916
	Iteration 41Q: 3 clusters Score -1385392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1385392.000000 Penalty: 3117.263916
	Iteration 42F: 3 clusters Score -1385392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Entering Unmasked Estep 
Score: -1398847.250000 Penalty: 1557.462402
	Iteration 0F: 2 clusters Score -1398847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1388781.000000 Penalty: 3114.924805
	Iteration 0F: 3 clusters Score -1388781 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1392317.000000 Penalty: 3114.924805
	Iteration 1F: 3 clusters Score -1392317 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1392660.250000 Penalty: 3114.924805
	Iteration 2F: 3 clusters Score -1392660 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1392997.625000 Penalty: 3114.924805
	Iteration 3F: 3 clusters Score -1392998 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1393378.125000 Penalty: 3114.924805
	Iteration 4F: 3 clusters Score -1393378 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1393836.500000 Penalty: 3114.924805
	Iteration 5F: 3 clusters Score -1393836 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1394360.750000 Penalty: 3114.924805
	Iteration 6F: 3 clusters Score -1394361 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1394929.125000 Penalty: 3114.924805
	Iteration 7F: 3 clusters Score -1394929 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1395495.125000 Penalty: 3114.924805
	Iteration 8F: 3 clusters Score -1395495 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1396031.625000 Penalty: 3114.924805
	Iteration 9Q: 3 clusters Score -1396032 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1396461.250000 Penalty: 3114.924805
	Iteration 10Q: 3 clusters Score -1396461 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1396783.500000 Penalty: 3114.924805
	Iteration 11Q: 3 clusters Score -1396784 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1396992.875000 Penalty: 3114.924805
	Iteration 12Q: 3 clusters Score -1396993 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1397125.750000 Penalty: 3114.924805
	Iteration 13Q: 3 clusters Score -1397126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1397228.500000 Penalty: 3114.924805
	Iteration 14Q: 3 clusters Score -1397228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1397288.750000 Penalty: 3114.924805
	Iteration 15Q: 3 clusters Score -1397289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1397338.625000 Penalty: 3114.924805
	Iteration 16Q: 3 clusters Score -1397339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1397364.625000 Penalty: 3114.924805
	Iteration 17Q: 3 clusters Score -1397365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1397392.250000 Penalty: 3114.924805
	Iteration 18Q: 3 clusters Score -1397392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1397408.250000 Penalty: 3114.924805
	Iteration 19Q: 3 clusters Score -1397408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1397421.750000 Penalty: 3114.924805
	Iteration 20F: 3 clusters Score -1397422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1397429.750000 Penalty: 3114.924805
	Iteration 21Q: 3 clusters Score -1397430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1397439.750000 Penalty: 3114.924805
	Iteration 22Q: 3 clusters Score -1397440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1397447.500000 Penalty: 3114.924805
	Iteration 23Q: 3 clusters Score -1397448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1397453.750000 Penalty: 3114.924805
	Iteration 24Q: 3 clusters Score -1397454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1397456.750000 Penalty: 3114.924805
	Iteration 25Q: 3 clusters Score -1397457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1397461.500000 Penalty: 3114.924805
	Iteration 26Q: 3 clusters Score -1397462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1397465.125000 Penalty: 3114.924805
	Iteration 27Q: 3 clusters Score -1397465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1397467.250000 Penalty: 3114.924805
	Iteration 28Q: 3 clusters Score -1397467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1397467.250000 Penalty: 3114.924805
	Iteration 29F: 3 clusters Score -1397467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Entering Unmasked Estep 
Score: -223287.046875 Penalty: 1261.490967
	Iteration 0F: 2 clusters Score -223287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -220944.203125 Penalty: 2522.981934
	Iteration 0F: 3 clusters Score -220944.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -221451.468750 Penalty: 2522.981934
	Iteration 1F: 3 clusters Score -221451.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -221580.296875 Penalty: 2522.981934
	Iteration 2F: 3 clusters Score -221580.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -221649.296875 Penalty: 2522.981934
	Iteration 3Q: 3 clusters Score -221649.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -221699.250000 Penalty: 2522.981934
	Iteration 4Q: 3 clusters Score -221699.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -221727.171875 Penalty: 2522.981934
	Iteration 5Q: 3 clusters Score -221727.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -221744.453125 Penalty: 2522.981934
	Iteration 6Q: 3 clusters Score -221744.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -221764.187500 Penalty: 2522.981934
	Iteration 7Q: 3 clusters Score -221764.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -221785.453125 Penalty: 2522.981934
	Iteration 8Q: 3 clusters Score -221785.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -221804.515625 Penalty: 2522.981934
	Iteration 9Q: 3 clusters Score -221804.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -221822.906250 Penalty: 2522.981934
	Iteration 10Q: 3 clusters Score -221822.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -221840.125000 Penalty: 2522.981934
	Iteration 11Q: 3 clusters Score -221840.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -221852.250000 Penalty: 2522.981934
	Iteration 12Q: 3 clusters Score -221852.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -221866.984375 Penalty: 2522.981934
	Iteration 13Q: 3 clusters Score -221867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -221884.625000 Penalty: 2522.981934
	Iteration 14Q: 3 clusters Score -221884.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -221898.500000 Penalty: 2522.981934
	Iteration 15Q: 3 clusters Score -221898.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -221907.734375 Penalty: 2522.981934
	Iteration 16Q: 3 clusters Score -221907.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -221918.343750 Penalty: 2522.981934
	Iteration 17Q: 3 clusters Score -221918.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -221928.531250 Penalty: 2522.981934
	Iteration 18Q: 3 clusters Score -221928.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -221941.500000 Penalty: 2522.981934
	Iteration 19Q: 3 clusters Score -221941.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -221952.187500 Penalty: 2522.981934
	Iteration 20F: 3 clusters Score -221952.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -221958.296875 Penalty: 2522.981934
	Iteration 21Q: 3 clusters Score -221958.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -221963.187500 Penalty: 2522.981934
	Iteration 22Q: 3 clusters Score -221963.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -221971.125000 Penalty: 2522.981934
	Iteration 23Q: 3 clusters Score -221971.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -221981.937500 Penalty: 2522.981934
	Iteration 24Q: 3 clusters Score -221981.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -221997.406250 Penalty: 2522.981934
	Iteration 25Q: 3 clusters Score -221997.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -222012.578125 Penalty: 2522.981934
	Iteration 26Q: 3 clusters Score -222012.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -222027.609375 Penalty: 2522.981934
	Iteration 27Q: 3 clusters Score -222027.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -222051.250000 Penalty: 2522.981934
	Iteration 28Q: 3 clusters Score -222051.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -222077.546875 Penalty: 2522.981934
	Iteration 29Q: 3 clusters Score -222077.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -222102.500000 Penalty: 2522.981934
	Iteration 30Q: 3 clusters Score -222102.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -222122.062500 Penalty: 2522.981934
	Iteration 31Q: 3 clusters Score -222122.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -222142.718750 Penalty: 2522.981934
	Iteration 32Q: 3 clusters Score -222142.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -222156.671875 Penalty: 2522.981934
	Iteration 33Q: 3 clusters Score -222156.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -222173.875000 Penalty: 2522.981934
	Iteration 34Q: 3 clusters Score -222173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -222184.906250 Penalty: 2522.981934
	Iteration 35Q: 3 clusters Score -222184.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -222191.546875 Penalty: 2522.981934
	Iteration 36Q: 3 clusters Score -222191.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -222205.109375 Penalty: 2522.981934
	Iteration 37Q: 3 clusters Score -222205.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -222213.640625 Penalty: 2522.981934
	Iteration 38Q: 3 clusters Score -222213.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -222221.015625 Penalty: 2522.981934
	Iteration 39Q: 3 clusters Score -222221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -222227.390625 Penalty: 2522.981934
	Iteration 40F: 3 clusters Score -222227.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -222230.937500 Penalty: 2522.981934
	Iteration 41Q: 3 clusters Score -222230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -222234.468750 Penalty: 2522.981934
	Iteration 42Q: 3 clusters Score -222234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -222237.250000 Penalty: 2522.981934
	Iteration 43Q: 3 clusters Score -222237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -222240.859375 Penalty: 2522.981934
	Iteration 44Q: 3 clusters Score -222240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -222244.296875 Penalty: 2522.981934
	Iteration 45Q: 3 clusters Score -222244.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -222247.765625 Penalty: 2522.981934
	Iteration 46Q: 3 clusters Score -222247.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -222250.906250 Penalty: 2522.981934
	Iteration 47Q: 3 clusters Score -222250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -222254.843750 Penalty: 2522.981934
	Iteration 48Q: 3 clusters Score -222254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -222257.906250 Penalty: 2522.981934
	Iteration 49Q: 3 clusters Score -222257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -222258.468750 Penalty: 2522.981934
	Iteration 50Q: 3 clusters Score -222258.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -222259.234375 Penalty: 2522.981934
	Iteration 51Q: 3 clusters Score -222259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -222260.656250 Penalty: 2522.981934
	Iteration 52Q: 3 clusters Score -222260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -222266.187500 Penalty: 2522.981934
	Iteration 53Q: 3 clusters Score -222266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -222269.031250 Penalty: 2522.981934
	Iteration 54Q: 3 clusters Score -222269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -222272.281250 Penalty: 2522.981934
	Iteration 55Q: 3 clusters Score -222272.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -222273.484375 Penalty: 2522.981934
	Iteration 56Q: 3 clusters Score -222273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -222274.640625 Penalty: 2522.981934
	Iteration 57Q: 3 clusters Score -222274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -222274.640625 Penalty: 2522.981934
	Iteration 58F: 3 clusters Score -222274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -291744.343750 Penalty: 1319.305542
	Iteration 0F: 2 clusters Score -291744.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -288838.437500 Penalty: 2638.611084
	Iteration 0F: 3 clusters Score -288838.4 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -289542.937500 Penalty: 2638.611084
	Iteration 1F: 3 clusters Score -289542.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -289681.531250 Penalty: 2638.611084
	Iteration 2F: 3 clusters Score -289681.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -289794.125000 Penalty: 2638.611084
	Iteration 3F: 3 clusters Score -289794.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -289893.375000 Penalty: 2638.611084
	Iteration 4Q: 3 clusters Score -289893.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289982.781250 Penalty: 2638.611084
	Iteration 5Q: 3 clusters Score -289982.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -290071.781250 Penalty: 2638.611084
	Iteration 6Q: 3 clusters Score -290071.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -290190.250000 Penalty: 2638.611084
	Iteration 7Q: 3 clusters Score -290190.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -290325.031250 Penalty: 2638.611084
	Iteration 8Q: 3 clusters Score -290325 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -290446.562500 Penalty: 2638.611084
	Iteration 9Q: 3 clusters Score -290446.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -290538.468750 Penalty: 2638.611084
	Iteration 10Q: 3 clusters Score -290538.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -290604.937500 Penalty: 2638.611084
	Iteration 11Q: 3 clusters Score -290604.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -290656.500000 Penalty: 2638.611084
	Iteration 12Q: 3 clusters Score -290656.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -290698.781250 Penalty: 2638.611084
	Iteration 13Q: 3 clusters Score -290698.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -290728.343750 Penalty: 2638.611084
	Iteration 14Q: 3 clusters Score -290728.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -290761.906250 Penalty: 2638.611084
	Iteration 15Q: 3 clusters Score -290761.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -290779.531250 Penalty: 2638.611084
	Iteration 16Q: 3 clusters Score -290779.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -290793.031250 Penalty: 2638.611084
	Iteration 17Q: 3 clusters Score -290793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -290799.531250 Penalty: 2638.611084
	Iteration 18Q: 3 clusters Score -290799.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -290805.468750 Penalty: 2638.611084
	Iteration 19Q: 3 clusters Score -290805.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -290812.843750 Penalty: 2638.611084
	Iteration 20F: 3 clusters Score -290812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -290816.375000 Penalty: 2638.611084
	Iteration 21Q: 3 clusters Score -290816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -290816.500000 Penalty: 2638.611084
	Iteration 22Q: 3 clusters Score -290816.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -290816.500000 Penalty: 2638.611084
	Iteration 23F: 3 clusters Score -290816.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Entering Unmasked Estep 
Score: -4285402.000000 Penalty: 1738.655273
	Iteration 0F: 2 clusters Score -4285402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -4255634.500000 Penalty: 3477.310547
	Iteration 0F: 3 clusters Score -4255634 nChanged 20728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4267503.000000 Penalty: 3477.310547
	Iteration 1F: 3 clusters Score -4267503 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -4268039.500000 Penalty: 3477.310547
	Iteration 2Q: 3 clusters Score -4268040 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4268634.500000 Penalty: 3477.310547
	Iteration 3Q: 3 clusters Score -4268634 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -4269289.000000 Penalty: 3477.310547
	Iteration 4Q: 3 clusters Score -4269289 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -4270144.500000 Penalty: 3477.310547
	Iteration 5Q: 3 clusters Score -4270144 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4271240.500000 Penalty: 3477.310547
	Iteration 6F: 3 clusters Score -4271240 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -4272855.500000 Penalty: 3477.310547
	Iteration 7F: 3 clusters Score -4272856 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4275007.000000 Penalty: 3477.310547
	Iteration 8F: 3 clusters Score -4275007 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4277427.500000 Penalty: 3477.310547
	Iteration 9F: 3 clusters Score -4277428 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -4279764.000000 Penalty: 3477.310547
	Iteration 10F: 3 clusters Score -4279764 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -4281555.000000 Penalty: 3477.310547
	Iteration 11Q: 3 clusters Score -4281555 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -4282689.500000 Penalty: 3477.310547
	Iteration 12Q: 3 clusters Score -4282690 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -4283320.000000 Penalty: 3477.310547
	Iteration 13Q: 3 clusters Score -4283320 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -4283618.000000 Penalty: 3477.310547
	Iteration 14Q: 3 clusters Score -4283618 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -4283751.500000 Penalty: 3477.310547
	Iteration 15Q: 3 clusters Score -4283752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -4283818.000000 Penalty: 3477.310547
	Iteration 16Q: 3 clusters Score -4283818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -4283845.500000 Penalty: 3477.310547
	Iteration 17Q: 3 clusters Score -4283846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -4283876.000000 Penalty: 3477.310547
	Iteration 18Q: 3 clusters Score -4283876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -4283896.000000 Penalty: 3477.310547
	Iteration 19Q: 3 clusters Score -4283896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -4283915.500000 Penalty: 3477.310547
	Iteration 20F: 3 clusters Score -4283916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -4283930.500000 Penalty: 3477.310547
	Iteration 21Q: 3 clusters Score -4283930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -4283938.500000 Penalty: 3477.310547
	Iteration 22Q: 3 clusters Score -4283938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -4283944.500000 Penalty: 3477.310547
	Iteration 23Q: 3 clusters Score -4283944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -4283948.000000 Penalty: 3477.310547
	Iteration 24Q: 3 clusters Score -4283948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -4283948.500000 Penalty: 3477.310547
	Iteration 25Q: 3 clusters Score -4283948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -4283948.500000 Penalty: 3477.310547
	Iteration 26F: 3 clusters Score -4283948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Entering Unmasked Estep 
Score: -1100780.375000 Penalty: 1518.285767
	Iteration 0F: 2 clusters Score -1100780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1092718.250000 Penalty: 3036.571533
	Iteration 0F: 3 clusters Score -1092718 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1095285.000000 Penalty: 3036.571533
	Iteration 1F: 3 clusters Score -1095285 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1095508.000000 Penalty: 3036.571533
	Iteration 2F: 3 clusters Score -1095508 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1095692.375000 Penalty: 3036.571533
	Iteration 3Q: 3 clusters Score -1095692 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1095855.000000 Penalty: 3036.571533
	Iteration 4Q: 3 clusters Score -1095855 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1096002.125000 Penalty: 3036.571533
	Iteration 5Q: 3 clusters Score -1096002 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1096123.250000 Penalty: 3036.571533
	Iteration 6Q: 3 clusters Score -1096123 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1096246.375000 Penalty: 3036.571533
	Iteration 7Q: 3 clusters Score -1096246 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1096361.750000 Penalty: 3036.571533
	Iteration 8Q: 3 clusters Score -1096362 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1096519.250000 Penalty: 3036.571533
	Iteration 9Q: 3 clusters Score -1096519 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1096739.750000 Penalty: 3036.571533
	Iteration 10Q: 3 clusters Score -1096740 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1097021.625000 Penalty: 3036.571533
	Iteration 11Q: 3 clusters Score -1097022 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1097396.875000 Penalty: 3036.571533
	Iteration 12F: 3 clusters Score -1097397 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1097840.875000 Penalty: 3036.571533
	Iteration 13F: 3 clusters Score -1097841 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1098332.125000 Penalty: 3036.571533
	Iteration 14F: 3 clusters Score -1098332 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1098715.750000 Penalty: 3036.571533
	Iteration 15Q: 3 clusters Score -1098716 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1099016.250000 Penalty: 3036.571533
	Iteration 16Q: 3 clusters Score -1099016 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1099221.375000 Penalty: 3036.571533
	Iteration 17Q: 3 clusters Score -1099221 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1099317.250000 Penalty: 3036.571533
	Iteration 18Q: 3 clusters Score -1099317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1099364.250000 Penalty: 3036.571533
	Iteration 19Q: 3 clusters Score -1099364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1099393.875000 Penalty: 3036.571533
	Iteration 20F: 3 clusters Score -1099394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1099423.875000 Penalty: 3036.571533
	Iteration 21Q: 3 clusters Score -1099424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1099441.625000 Penalty: 3036.571533
	Iteration 22Q: 3 clusters Score -1099442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1099457.250000 Penalty: 3036.571533
	Iteration 23Q: 3 clusters Score -1099457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1099473.875000 Penalty: 3036.571533
	Iteration 24Q: 3 clusters Score -1099474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1099477.125000 Penalty: 3036.571533
	Iteration 25Q: 3 clusters Score -1099477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1099479.000000 Penalty: 3036.571533
	Iteration 26Q: 3 clusters Score -1099479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1099483.625000 Penalty: 3036.571533
	Iteration 27Q: 3 clusters Score -1099484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1099488.625000 Penalty: 3036.571533
	Iteration 28Q: 3 clusters Score -1099489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1099490.125000 Penalty: 3036.571533
	Iteration 29Q: 3 clusters Score -1099490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1099494.375000 Penalty: 3036.571533
	Iteration 30Q: 3 clusters Score -1099494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1099496.875000 Penalty: 3036.571533
	Iteration 31Q: 3 clusters Score -1099497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1099496.250000 Penalty: 3036.571533
	Iteration 32Q: 3 clusters Score -1099496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1099496.250000 Penalty: 3036.571533
	Iteration 33F: 3 clusters Score -1099496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (122742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122742 members 
Entering Unmasked Estep 
Score: -11789406.000000 Penalty: 1904.149048
	Iteration 0F: 2 clusters Score -1.178941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -11707148.000000 Penalty: 3808.298096
	Iteration 0F: 3 clusters Score -1.170715e+07 nChanged 59080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -11742162.000000 Penalty: 3808.298096
	Iteration 1F: 3 clusters Score -1.174216e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -11743411.000000 Penalty: 3808.298096
	Iteration 2Q: 3 clusters Score -1.174341e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -11745063.000000 Penalty: 3808.298096
	Iteration 3Q: 3 clusters Score -1.174506e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -11747378.000000 Penalty: 3808.298096
	Iteration 4Q: 3 clusters Score -1.174738e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -11750100.000000 Penalty: 3808.298096
	Iteration 5Q: 3 clusters Score -1.17501e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -11753451.000000 Penalty: 3808.298096
	Iteration 6F: 3 clusters Score -1.175345e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -11757276.000000 Penalty: 3808.298096
	Iteration 7F: 3 clusters Score -1.175728e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -11761314.000000 Penalty: 3808.298096
	Iteration 8F: 3 clusters Score -1.176131e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -11765328.000000 Penalty: 3808.298096
	Iteration 9F: 3 clusters Score -1.176533e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -11768724.000000 Penalty: 3808.298096
	Iteration 10Q: 3 clusters Score -1.176872e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -11771414.000000 Penalty: 3808.298096
	Iteration 11Q: 3 clusters Score -1.177141e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -11773505.000000 Penalty: 3808.298096
	Iteration 12Q: 3 clusters Score -1.17735e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 92835 members 
Entering Unmasked Estep 
Score: -11775034.000000 Penalty: 3808.298096
	Iteration 13Q: 3 clusters Score -1.177503e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -11776395.000000 Penalty: 3808.298096
	Iteration 14Q: 3 clusters Score -1.17764e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 97886 members 
Entering Unmasked Estep 
Score: -11777533.000000 Penalty: 3808.298096
	Iteration 15Q: 3 clusters Score -1.177753e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 100264 members 
Entering Unmasked Estep 
Score: -11778619.000000 Penalty: 3808.298096
	Iteration 16Q: 3 clusters Score -1.177862e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 102581 members 
Entering Unmasked Estep 
Score: -11779767.000000 Penalty: 3808.298096
	Iteration 17Q: 3 clusters Score -1.177977e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 104778 members 
Entering Unmasked Estep 
Score: -11780864.000000 Penalty: 3808.298096
	Iteration 18Q: 3 clusters Score -1.178086e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 106851 members 
Entering Unmasked Estep 
Score: -11781940.000000 Penalty: 3808.298096
	Iteration 19Q: 3 clusters Score -1.178194e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 108792 members 
Entering Unmasked Estep 
Score: -11782942.000000 Penalty: 3808.298096
	Iteration 20F: 3 clusters Score -1.178294e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -11783847.000000 Penalty: 3808.298096
	Iteration 21Q: 3 clusters Score -1.178385e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 112248 members 
Entering Unmasked Estep 
Score: -11784710.000000 Penalty: 3808.298096
	Iteration 22Q: 3 clusters Score -1.178471e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 113668 members 
Entering Unmasked Estep 
Score: -11785391.000000 Penalty: 3808.298096
	Iteration 23Q: 3 clusters Score -1.178539e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 114969 members 
Entering Unmasked Estep 
Score: -11786136.000000 Penalty: 3808.298096
	Iteration 24Q: 3 clusters Score -1.178614e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 116065 members 
Entering Unmasked Estep 
Score: -11786780.000000 Penalty: 3808.298096
	Iteration 25Q: 3 clusters Score -1.178678e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -11787302.000000 Penalty: 3808.298096
	Iteration 26Q: 3 clusters Score -1.17873e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 117644 members 
Entering Unmasked Estep 
Score: -11787670.000000 Penalty: 3808.298096
	Iteration 27Q: 3 clusters Score -1.178767e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -11787996.000000 Penalty: 3808.298096
	Iteration 28Q: 3 clusters Score -1.1788e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 118563 members 
Entering Unmasked Estep 
Score: -11788204.000000 Penalty: 3808.298096
	Iteration 29Q: 3 clusters Score -1.17882e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 118870 members 
Entering Unmasked Estep 
Score: -11788389.000000 Penalty: 3808.298096
	Iteration 30Q: 3 clusters Score -1.178839e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 119136 members 
Entering Unmasked Estep 
Score: -11788499.000000 Penalty: 3808.298096
	Iteration 31Q: 3 clusters Score -1.17885e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
Score: -11788601.000000 Penalty: 3808.298096
	Iteration 32Q: 3 clusters Score -1.17886e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 119508 members 
Entering Unmasked Estep 
Score: -11788662.000000 Penalty: 3808.298096
	Iteration 33Q: 3 clusters Score -1.178866e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 119647 members 
Entering Unmasked Estep 
Score: -11788702.000000 Penalty: 3808.298096
	Iteration 34Q: 3 clusters Score -1.17887e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 119765 members 
Entering Unmasked Estep 
Score: -11788736.000000 Penalty: 3808.298096
	Iteration 35Q: 3 clusters Score -1.178874e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 119854 members 
Entering Unmasked Estep 
Score: -11788759.000000 Penalty: 3808.298096
	Iteration 36Q: 3 clusters Score -1.178876e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 119914 members 
Entering Unmasked Estep 
Score: -11788769.000000 Penalty: 3808.298096
	Iteration 37Q: 3 clusters Score -1.178877e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 119960 members 
Entering Unmasked Estep 
Score: -11788781.000000 Penalty: 3808.298096
	Iteration 38Q: 3 clusters Score -1.178878e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 120004 members 
Entering Unmasked Estep 
Score: -11788790.000000 Penalty: 3808.298096
	Iteration 39Q: 3 clusters Score -1.178879e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 120041 members 
Entering Unmasked Estep 
Score: -11788808.000000 Penalty: 3808.298096
	Iteration 40F: 3 clusters Score -1.178881e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 120073 members 
Entering Unmasked Estep 
Score: -11788814.000000 Penalty: 3808.298096
	Iteration 41Q: 3 clusters Score -1.178881e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -11788819.000000 Penalty: 3808.298096
	Iteration 42Q: 3 clusters Score -1.178882e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 120138 members 
Entering Unmasked Estep 
Score: -11788829.000000 Penalty: 3808.298096
	Iteration 43Q: 3 clusters Score -1.178883e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 120164 members 
Entering Unmasked Estep 
Score: -11788826.000000 Penalty: 3808.298096
	Iteration 44Q: 3 clusters Score -1.178883e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 120191 members 
Entering Unmasked Estep 
Score: -11788836.000000 Penalty: 3808.298096
	Iteration 45Q: 3 clusters Score -1.178884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 120206 members 
Entering Unmasked Estep 
Score: -11788839.000000 Penalty: 3808.298096
	Iteration 46Q: 3 clusters Score -1.178884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 120219 members 
Entering Unmasked Estep 
Score: -11788833.000000 Penalty: 3808.298096
	Iteration 47Q: 3 clusters Score -1.178883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 120227 members 
Entering Unmasked Estep 
Score: -11788837.000000 Penalty: 3808.298096
	Iteration 48Q: 3 clusters Score -1.178884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 120236 members 
Entering Unmasked Estep 
Score: -11788857.000000 Penalty: 3808.298096
	Iteration 49Q: 3 clusters Score -1.178886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 120245 members 
Entering Unmasked Estep 
Score: -11788850.000000 Penalty: 3808.298096
	Iteration 50Q: 3 clusters Score -1.178885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -11788847.000000 Penalty: 3808.298096
	Iteration 51Q: 3 clusters Score -1.178885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 120254 members 
Entering Unmasked Estep 
Score: -11788854.000000 Penalty: 3808.298096
	Iteration 52Q: 3 clusters Score -1.178885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 120258 members 
Entering Unmasked Estep 
Score: -11788856.000000 Penalty: 3808.298096
	Iteration 53Q: 3 clusters Score -1.178886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 120263 members 
Entering Unmasked Estep 
Score: -11788850.000000 Penalty: 3808.298096
	Iteration 54Q: 3 clusters Score -1.178885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 120267 members 
Entering Unmasked Estep 
Score: -11788848.000000 Penalty: 3808.298096
	Iteration 55Q: 3 clusters Score -1.178885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 120267 members 
Entering Unmasked Estep 
Score: -11788848.000000 Penalty: 3808.298096
	Iteration 56F: 3 clusters Score -1.178885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Entering Unmasked Estep 
Score: -488790.781250 Penalty: 1384.530640
	Iteration 0F: 2 clusters Score -488790.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -484746.718750 Penalty: 2769.061279
	Iteration 0F: 3 clusters Score -484746.7 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -485810.687500 Penalty: 2769.061279
	Iteration 1F: 3 clusters Score -485810.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -486015.531250 Penalty: 2769.061279
	Iteration 2F: 3 clusters Score -486015.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -486144.968750 Penalty: 2769.061279
	Iteration 3F: 3 clusters Score -486145 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -486230.531250 Penalty: 2769.061279
	Iteration 4Q: 3 clusters Score -486230.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -486296.312500 Penalty: 2769.061279
	Iteration 5Q: 3 clusters Score -486296.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -486364.656250 Penalty: 2769.061279
	Iteration 6Q: 3 clusters Score -486364.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -486437.562500 Penalty: 2769.061279
	Iteration 7Q: 3 clusters Score -486437.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -486520.781250 Penalty: 2769.061279
	Iteration 8Q: 3 clusters Score -486520.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -486609.343750 Penalty: 2769.061279
	Iteration 9Q: 3 clusters Score -486609.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -486708.437500 Penalty: 2769.061279
	Iteration 10Q: 3 clusters Score -486708.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -486801.281250 Penalty: 2769.061279
	Iteration 11Q: 3 clusters Score -486801.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -486887.968750 Penalty: 2769.061279
	Iteration 12Q: 3 clusters Score -486888 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -486994.750000 Penalty: 2769.061279
	Iteration 13Q: 3 clusters Score -486994.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -487130.625000 Penalty: 2769.061279
	Iteration 14Q: 3 clusters Score -487130.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -487267.468750 Penalty: 2769.061279
	Iteration 15Q: 3 clusters Score -487267.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -487370.906250 Penalty: 2769.061279
	Iteration 16Q: 3 clusters Score -487370.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -487451.156250 Penalty: 2769.061279
	Iteration 17Q: 3 clusters Score -487451.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -487509.406250 Penalty: 2769.061279
	Iteration 18Q: 3 clusters Score -487509.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -487554.468750 Penalty: 2769.061279
	Iteration 19Q: 3 clusters Score -487554.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -487594.937500 Penalty: 2769.061279
	Iteration 20F: 3 clusters Score -487594.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -487618.468750 Penalty: 2769.061279
	Iteration 21Q: 3 clusters Score -487618.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -487638.687500 Penalty: 2769.061279
	Iteration 22Q: 3 clusters Score -487638.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -487653.875000 Penalty: 2769.061279
	Iteration 23Q: 3 clusters Score -487653.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -487667.250000 Penalty: 2769.061279
	Iteration 24Q: 3 clusters Score -487667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -487675.437500 Penalty: 2769.061279
	Iteration 25Q: 3 clusters Score -487675.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -487681.062500 Penalty: 2769.061279
	Iteration 26Q: 3 clusters Score -487681.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -487687.218750 Penalty: 2769.061279
	Iteration 27Q: 3 clusters Score -487687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -487690.937500 Penalty: 2769.061279
	Iteration 28Q: 3 clusters Score -487690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -487694.218750 Penalty: 2769.061279
	Iteration 29Q: 3 clusters Score -487694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -487696.500000 Penalty: 2769.061279
	Iteration 30Q: 3 clusters Score -487696.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -487696.500000 Penalty: 2769.061279
	Iteration 31F: 3 clusters Score -487696.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -762896.125000 Penalty: 1459.196167
	Iteration 0F: 2 clusters Score -762896.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -757090.000000 Penalty: 2918.392334
	Iteration 0F: 3 clusters Score -757090 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -758922.125000 Penalty: 2918.392334
	Iteration 1F: 3 clusters Score -758922.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -759195.875000 Penalty: 2918.392334
	Iteration 2F: 3 clusters Score -759195.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -759400.312500 Penalty: 2918.392334
	Iteration 3F: 3 clusters Score -759400.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -759562.625000 Penalty: 2918.392334
	Iteration 4Q: 3 clusters Score -759562.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -759690.625000 Penalty: 2918.392334
	Iteration 5Q: 3 clusters Score -759690.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -759804.375000 Penalty: 2918.392334
	Iteration 6Q: 3 clusters Score -759804.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -759908.125000 Penalty: 2918.392334
	Iteration 7Q: 3 clusters Score -759908.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -760008.250000 Penalty: 2918.392334
	Iteration 8Q: 3 clusters Score -760008.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -760098.562500 Penalty: 2918.392334
	Iteration 9Q: 3 clusters Score -760098.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -760173.812500 Penalty: 2918.392334
	Iteration 10Q: 3 clusters Score -760173.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -760236.312500 Penalty: 2918.392334
	Iteration 11Q: 3 clusters Score -760236.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -760312.437500 Penalty: 2918.392334
	Iteration 12Q: 3 clusters Score -760312.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -760394.750000 Penalty: 2918.392334
	Iteration 13Q: 3 clusters Score -760394.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -760476.750000 Penalty: 2918.392334
	Iteration 14Q: 3 clusters Score -760476.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -760569.687500 Penalty: 2918.392334
	Iteration 15Q: 3 clusters Score -760569.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -760672.812500 Penalty: 2918.392334
	Iteration 16Q: 3 clusters Score -760672.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -760767.000000 Penalty: 2918.392334
	Iteration 17Q: 3 clusters Score -760767 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -760863.062500 Penalty: 2918.392334
	Iteration 18Q: 3 clusters Score -760863.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -760953.562500 Penalty: 2918.392334
	Iteration 19Q: 3 clusters Score -760953.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -761051.062500 Penalty: 2918.392334
	Iteration 20F: 3 clusters Score -761051.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -761148.937500 Penalty: 2918.392334
	Iteration 21Q: 3 clusters Score -761148.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -761242.687500 Penalty: 2918.392334
	Iteration 22Q: 3 clusters Score -761242.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -761331.187500 Penalty: 2918.392334
	Iteration 23Q: 3 clusters Score -761331.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -761403.750000 Penalty: 2918.392334
	Iteration 24Q: 3 clusters Score -761403.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -761450.437500 Penalty: 2918.392334
	Iteration 25Q: 3 clusters Score -761450.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -761476.312500 Penalty: 2918.392334
	Iteration 26Q: 3 clusters Score -761476.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -761504.375000 Penalty: 2918.392334
	Iteration 27Q: 3 clusters Score -761504.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -761527.937500 Penalty: 2918.392334
	Iteration 28Q: 3 clusters Score -761527.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -761539.875000 Penalty: 2918.392334
	Iteration 29Q: 3 clusters Score -761539.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -761550.062500 Penalty: 2918.392334
	Iteration 30Q: 3 clusters Score -761550.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -761560.375000 Penalty: 2918.392334
	Iteration 31Q: 3 clusters Score -761560.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -761563.000000 Penalty: 2918.392334
	Iteration 32Q: 3 clusters Score -761563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -761565.312500 Penalty: 2918.392334
	Iteration 33Q: 3 clusters Score -761565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -761567.312500 Penalty: 2918.392334
	Iteration 34Q: 3 clusters Score -761567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -761567.687500 Penalty: 2918.392334
	Iteration 35Q: 3 clusters Score -761567.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -761570.812500 Penalty: 2918.392334
	Iteration 36Q: 3 clusters Score -761570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -761573.000000 Penalty: 2918.392334
	Iteration 37Q: 3 clusters Score -761573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -761576.937500 Penalty: 2918.392334
	Iteration 38Q: 3 clusters Score -761576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -761576.937500 Penalty: 2918.392334
	Iteration 39Q: 3 clusters Score -761576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -761578.500000 Penalty: 2918.392334
	Iteration 40F: 3 clusters Score -761578.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -378968.093750 Penalty: 1364.814697
	Iteration 0F: 2 clusters Score -378968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -375347.062500 Penalty: 2729.629395
	Iteration 0F: 3 clusters Score -375347.1 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -376680.125000 Penalty: 2729.629395
	Iteration 1F: 3 clusters Score -376680.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -377206.375000 Penalty: 2729.629395
	Iteration 2F: 3 clusters Score -377206.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -377627.156250 Penalty: 2729.629395
	Iteration 3F: 3 clusters Score -377627.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -377942.156250 Penalty: 2729.629395
	Iteration 4F: 3 clusters Score -377942.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -378122.187500 Penalty: 2729.629395
	Iteration 5F: 3 clusters Score -378122.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -378242.968750 Penalty: 2729.629395
	Iteration 6Q: 3 clusters Score -378243 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -378348.375000 Penalty: 2729.629395
	Iteration 7Q: 3 clusters Score -378348.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -378437.937500 Penalty: 2729.629395
	Iteration 8Q: 3 clusters Score -378437.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -378486.156250 Penalty: 2729.629395
	Iteration 9Q: 3 clusters Score -378486.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -378521.281250 Penalty: 2729.629395
	Iteration 10Q: 3 clusters Score -378521.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -378566.875000 Penalty: 2729.629395
	Iteration 11Q: 3 clusters Score -378566.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -378606.125000 Penalty: 2729.629395
	Iteration 12Q: 3 clusters Score -378606.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -378625.250000 Penalty: 2729.629395
	Iteration 13Q: 3 clusters Score -378625.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -378641.062500 Penalty: 2729.629395
	Iteration 14Q: 3 clusters Score -378641.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -378656.000000 Penalty: 2729.629395
	Iteration 15Q: 3 clusters Score -378656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -378668.093750 Penalty: 2729.629395
	Iteration 16Q: 3 clusters Score -378668.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -378679.906250 Penalty: 2729.629395
	Iteration 17Q: 3 clusters Score -378679.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -378684.531250 Penalty: 2729.629395
	Iteration 18Q: 3 clusters Score -378684.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -378688.781250 Penalty: 2729.629395
	Iteration 19Q: 3 clusters Score -378688.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -378693.031250 Penalty: 2729.629395
	Iteration 20F: 3 clusters Score -378693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -378697.375000 Penalty: 2729.629395
	Iteration 21Q: 3 clusters Score -378697.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -378701.000000 Penalty: 2729.629395
	Iteration 22Q: 3 clusters Score -378701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -378703.312500 Penalty: 2729.629395
	Iteration 23Q: 3 clusters Score -378703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -378707.000000 Penalty: 2729.629395
	Iteration 24Q: 3 clusters Score -378707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -378708.625000 Penalty: 2729.629395
	Iteration 25Q: 3 clusters Score -378708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -378710.218750 Penalty: 2729.629395
	Iteration 26Q: 3 clusters Score -378710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -378713.437500 Penalty: 2729.629395
	Iteration 27Q: 3 clusters Score -378713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -378715.500000 Penalty: 2729.629395
	Iteration 28Q: 3 clusters Score -378715.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -378717.156250 Penalty: 2729.629395
	Iteration 29Q: 3 clusters Score -378717.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -378720.062500 Penalty: 2729.629395
	Iteration 30Q: 3 clusters Score -378720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -378722.218750 Penalty: 2729.629395
	Iteration 31Q: 3 clusters Score -378722.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -378723.781250 Penalty: 2729.629395
	Iteration 32Q: 3 clusters Score -378723.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -378726.218750 Penalty: 2729.629395
	Iteration 33Q: 3 clusters Score -378726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -378727.718750 Penalty: 2729.629395
	Iteration 34Q: 3 clusters Score -378727.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -378728.843750 Penalty: 2729.629395
	Iteration 35Q: 3 clusters Score -378728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -378729.875000 Penalty: 2729.629395
	Iteration 36Q: 3 clusters Score -378729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -378730.531250 Penalty: 2729.629395
	Iteration 37Q: 3 clusters Score -378730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -378730.062500 Penalty: 2729.629395
	Iteration 38Q: 3 clusters Score -378730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -378730.062500 Penalty: 2729.629395
	Iteration 39F: 3 clusters Score -378730.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Entering Unmasked Estep 
Score: -1227927.875000 Penalty: 1533.913330
	Iteration 0F: 2 clusters Score -1227928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1219133.000000 Penalty: 3067.826660
	Iteration 0F: 3 clusters Score -1219133 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1222072.125000 Penalty: 3067.826660
	Iteration 1F: 3 clusters Score -1222072 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1222326.250000 Penalty: 3067.826660
	Iteration 2F: 3 clusters Score -1222326 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1222577.125000 Penalty: 3067.826660
	Iteration 3Q: 3 clusters Score -1222577 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1222834.625000 Penalty: 3067.826660
	Iteration 4Q: 3 clusters Score -1222835 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1223105.250000 Penalty: 3067.826660
	Iteration 5Q: 3 clusters Score -1223105 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1223425.250000 Penalty: 3067.826660
	Iteration 6Q: 3 clusters Score -1223425 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1223864.625000 Penalty: 3067.826660
	Iteration 7F: 3 clusters Score -1223865 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1224443.125000 Penalty: 3067.826660
	Iteration 8F: 3 clusters Score -1224443 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1225063.125000 Penalty: 3067.826660
	Iteration 9F: 3 clusters Score -1225063 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1225646.250000 Penalty: 3067.826660
	Iteration 10F: 3 clusters Score -1225646 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1226026.625000 Penalty: 3067.826660
	Iteration 11Q: 3 clusters Score -1226027 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1226259.125000 Penalty: 3067.826660
	Iteration 12Q: 3 clusters Score -1226259 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1226380.375000 Penalty: 3067.826660
	Iteration 13Q: 3 clusters Score -1226380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1226462.500000 Penalty: 3067.826660
	Iteration 14Q: 3 clusters Score -1226462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1226512.250000 Penalty: 3067.826660
	Iteration 15Q: 3 clusters Score -1226512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1226542.500000 Penalty: 3067.826660
	Iteration 16Q: 3 clusters Score -1226542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1226558.750000 Penalty: 3067.826660
	Iteration 17Q: 3 clusters Score -1226559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1226566.000000 Penalty: 3067.826660
	Iteration 18Q: 3 clusters Score -1226566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1226577.125000 Penalty: 3067.826660
	Iteration 19Q: 3 clusters Score -1226577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1226579.500000 Penalty: 3067.826660
	Iteration 20F: 3 clusters Score -1226580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1226583.000000 Penalty: 3067.826660
	Iteration 21Q: 3 clusters Score -1226583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1226582.750000 Penalty: 3067.826660
	Iteration 22Q: 3 clusters Score -1226583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1226582.750000 Penalty: 3067.826660
	Iteration 23F: 3 clusters Score -1226583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6913 members 
Mstep: Class 5 contains 13997 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 50620 members 
Mstep: Class 8 contains 24506 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 58160 members 
Mstep: Class 11 contains 5209 members 
Mstep: Class 12 contains 23202 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 14536 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 18 contains 44330 members 
Mstep: Class 19 contains 11422 members 
Mstep: Class 20 contains 122742 members 
Mstep: Class 21 contains 5015 members 
Mstep: Class 22 contains 7940 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 12575 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 25 clusters Score -4.482226e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 6914 members 
Mstep: Class 5 contains 13962 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 51228 members 
Mstep: Class 8 contains 24541 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 57038 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23208 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 14564 members 
Mstep: Class 15 contains 14522 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 44381 members 
Mstep: Class 19 contains 11451 members 
Mstep: Class 20 contains 122749 members 
Mstep: Class 21 contains 5091 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 12958 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 25 clusters Score -4.482269e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 4730 members 
Mstep: Class 3 contains 4171 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 5 contains 13926 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 51853 members 
Mstep: Class 8 contains 24563 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 55958 members 
Mstep: Class 11 contains 5205 members 
Mstep: Class 12 contains 23208 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 14471 members 
Mstep: Class 15 contains 14504 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3380 members 
Mstep: Class 18 contains 44440 members 
Mstep: Class 19 contains 11463 members 
Mstep: Class 20 contains 122752 members 
Mstep: Class 21 contains 5180 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 13357 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 25 clusters Score -4.482314e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 4730 members 
Mstep: Class 3 contains 4167 members 
Mstep: Class 4 contains 6917 members 
Mstep: Class 5 contains 13891 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 52489 members 
Mstep: Class 8 contains 24589 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 23212 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 14402 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 44472 members 
Mstep: Class 19 contains 11482 members 
Mstep: Class 20 contains 122757 members 
Mstep: Class 21 contains 5254 members 
Mstep: Class 22 contains 7930 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 13748 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 25 clusters Score -4.482344e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 4730 members 
Mstep: Class 3 contains 4165 members 
Mstep: Class 4 contains 6917 members 
Mstep: Class 5 contains 13860 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 53139 members 
Mstep: Class 8 contains 24602 members 
Mstep: Class 9 contains 1123 members 
Mstep: Class 10 contains 53758 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 23219 members 
Mstep: Class 13 contains 1279 members 
Mstep: Class 14 contains 14344 members 
Mstep: Class 15 contains 14467 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 44505 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 122758 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 7929 members 
Mstep: Class 23 contains 4423 members 
Mstep: Class 24 contains 14145 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 25 clusters Score -4.482381e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 4731 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 6918 members 
Mstep: Class 5 contains 13838 members 
Mstep: Class 6 contains 2710 members 
Mstep: Class 7 contains 53747 members 
Mstep: Class 8 contains 24623 members 
Mstep: Class 9 contains 1125 members 
Mstep: Class 10 contains 52699 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 23235 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 14295 members 
Mstep: Class 15 contains 14465 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 44525 members 
Mstep: Class 19 contains 11500 members 
Mstep: Class 20 contains 122759 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 7926 members 
Mstep: Class 23 contains 4426 members 
Mstep: Class 24 contains 14508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824016.000000 Penalty: 51025.902344
Iteration 84Q: 25 clusters Score -4.482402e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 4731 members 
Mstep: Class 3 contains 4161 members 
Mstep: Class 4 contains 6917 members 
Mstep: Class 5 contains 13817 members 
Mstep: Class 6 contains 2711 members 
Mstep: Class 7 contains 54351 members 
Mstep: Class 8 contains 24643 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 51639 members 
Mstep: Class 11 contains 5203 members 
Mstep: Class 12 contains 23240 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 14240 members 
Mstep: Class 15 contains 14459 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 44561 members 
Mstep: Class 19 contains 11513 members 
Mstep: Class 20 contains 122759 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 7926 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 14883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824160.000000 Penalty: 51025.902344
Iteration 85Q: 25 clusters Score -4.482416e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 4731 members 
Mstep: Class 3 contains 4166 members 
Mstep: Class 4 contains 6917 members 
Mstep: Class 5 contains 13795 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 54958 members 
Mstep: Class 8 contains 24670 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 50598 members 
Mstep: Class 11 contains 5203 members 
Mstep: Class 12 contains 23247 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 14200 members 
Mstep: Class 15 contains 14462 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 44582 members 
Mstep: Class 19 contains 11514 members 
Mstep: Class 20 contains 122760 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 7926 members 
Mstep: Class 23 contains 4426 members 
Mstep: Class 24 contains 15256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824552.000000 Penalty: 51025.902344
Iteration 86Q: 25 clusters Score -4.482455e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 4168 members 
Mstep: Class 4 contains 6917 members 
Mstep: Class 5 contains 13775 members 
Mstep: Class 6 contains 2710 members 
Mstep: Class 7 contains 55584 members 
Mstep: Class 8 contains 24694 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 49549 members 
Mstep: Class 11 contains 5203 members 
Mstep: Class 12 contains 23264 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 14171 members 
Mstep: Class 15 contains 14465 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 44585 members 
Mstep: Class 19 contains 11523 members 
Mstep: Class 20 contains 122756 members 
Mstep: Class 21 contains 5439 members 
Mstep: Class 22 contains 7926 members 
Mstep: Class 23 contains 4426 members 
Mstep: Class 24 contains 15605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824572.000000 Penalty: 51025.902344
Iteration 87Q: 25 clusters Score -4.482457e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 6917 members 
Mstep: Class 5 contains 13759 members 
Mstep: Class 6 contains 2713 members 
Mstep: Class 7 contains 56172 members 
Mstep: Class 8 contains 24710 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 48569 members 
Mstep: Class 11 contains 5203 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 14152 members 
Mstep: Class 15 contains 14476 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 44592 members 
Mstep: Class 19 contains 11537 members 
Mstep: Class 20 contains 122754 members 
Mstep: Class 21 contains 5452 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 15925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824900.000000 Penalty: 51025.902344
Iteration 88Q: 25 clusters Score -4.48249e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 6917 members 
Mstep: Class 5 contains 13738 members 
Mstep: Class 6 contains 2712 members 
Mstep: Class 7 contains 56726 members 
Mstep: Class 8 contains 24727 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 47653 members 
Mstep: Class 11 contains 5204 members 
Mstep: Class 12 contains 23288 members 
Mstep: Class 13 contains 1280 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14484 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 44594 members 
Mstep: Class 19 contains 11551 members 
Mstep: Class 20 contains 122754 members 
Mstep: Class 21 contains 5469 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 4426 members 
Mstep: Class 24 contains 16238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44825080.000000 Penalty: 51025.902344
Iteration 89Q: 25 clusters Score -4.482508e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 4174 members 
Mstep: Class 4 contains 6915 members 
Mstep: Class 5 contains 13714 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 57295 members 
Mstep: Class 8 contains 24726 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 46742 members 
Mstep: Class 11 contains 5206 members 
Mstep: Class 12 contains 23301 members 
Mstep: Class 13 contains 1279 members 
Mstep: Class 14 contains 14128 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 44600 members 
Mstep: Class 19 contains 11573 members 
Mstep: Class 20 contains 122753 members 
Mstep: Class 21 contains 5489 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 4423 members 
Mstep: Class 24 contains 16541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44825200.000000 Penalty: 51025.902344
Iteration 90Q: 25 clusters Score -4.48252e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 6915 members 
Mstep: Class 5 contains 13688 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 57852 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 45832 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23328 members 
Mstep: Class 13 contains 1280 members 
Mstep: Class 14 contains 14105 members 
Mstep: Class 15 contains 14494 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 44599 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 122754 members 
Mstep: Class 21 contains 5502 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 4425 members 
Mstep: Class 24 contains 16848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44825448.000000 Penalty: 51025.902344
Iteration 91Q: 25 clusters Score -4.482545e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6913 members 
Mstep: Class 5 contains 13665 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 58415 members 
Mstep: Class 8 contains 24742 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 44974 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23356 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 14494 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 44610 members 
Mstep: Class 19 contains 11602 members 
Mstep: Class 20 contains 122753 members 
Mstep: Class 21 contains 5504 members 
Mstep: Class 22 contains 7926 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 17134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44825548.000000 Penalty: 51025.902344
Iteration 92Q: 25 clusters Score -4.482555e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 6911 members 
Mstep: Class 5 contains 13644 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 58961 members 
Mstep: Class 8 contains 24747 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 44115 members 
Mstep: Class 11 contains 5209 members 
Mstep: Class 12 contains 23381 members 
Mstep: Class 13 contains 1284 members 
Mstep: Class 14 contains 14042 members 
Mstep: Class 15 contains 14486 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 44610 members 
Mstep: Class 19 contains 11616 members 
Mstep: Class 20 contains 122749 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 7927 members 
Mstep: Class 23 contains 4426 members 
Mstep: Class 24 contains 17416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44825740.000000 Penalty: 51025.902344
Iteration 93Q: 25 clusters Score -4.482574e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 6910 members 
Mstep: Class 5 contains 13622 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 59505 members 
Mstep: Class 8 contains 24757 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 43255 members 
Mstep: Class 11 contains 5209 members 
Mstep: Class 12 contains 23398 members 
Mstep: Class 13 contains 1286 members 
Mstep: Class 14 contains 14017 members 
Mstep: Class 15 contains 14486 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 44590 members 
Mstep: Class 19 contains 11636 members 
Mstep: Class 20 contains 122748 members 
Mstep: Class 21 contains 5527 members 
Mstep: Class 22 contains 7928 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 17713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44825916.000000 Penalty: 51025.902344
Iteration 94Q: 25 clusters Score -4.482592e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 4721 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 6912 members 
Mstep: Class 5 contains 13598 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 60018 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 42422 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23415 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 14013 members 
Mstep: Class 15 contains 14497 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 44575 members 
Mstep: Class 19 contains 11646 members 
Mstep: Class 20 contains 122748 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 7927 members 
Mstep: Class 23 contains 4422 members 
Mstep: Class 24 contains 18000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44826136.000000 Penalty: 51025.902344
Iteration 95Q: 25 clusters Score -4.482614e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6910 members 
Mstep: Class 5 contains 13576 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 60540 members 
Mstep: Class 8 contains 24768 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 41607 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23445 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 14000 members 
Mstep: Class 15 contains 14498 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 3413 members 
Mstep: Class 18 contains 44545 members 
Mstep: Class 19 contains 11660 members 
Mstep: Class 20 contains 122745 members 
Mstep: Class 21 contains 5553 members 
Mstep: Class 22 contains 7927 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 18254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44826248.000000 Penalty: 51025.902344
Iteration 96Q: 25 clusters Score -4.482625e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 6910 members 
Mstep: Class 5 contains 13554 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 61086 members 
Mstep: Class 8 contains 24760 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 40789 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23462 members 
Mstep: Class 13 contains 1286 members 
Mstep: Class 14 contains 13990 members 
Mstep: Class 15 contains 14514 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 3425 members 
Mstep: Class 18 contains 44523 members 
Mstep: Class 19 contains 11666 members 
Mstep: Class 20 contains 122743 members 
Mstep: Class 21 contains 5567 members 
Mstep: Class 22 contains 7927 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 18489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44826356.000000 Penalty: 51025.902344
Iteration 97Q: 25 clusters Score -4.482636e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6908 members 
Mstep: Class 5 contains 13531 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 61626 members 
Mstep: Class 8 contains 24761 members 
Mstep: Class 9 contains 1178 members 
Mstep: Class 10 contains 40016 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23483 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13975 members 
Mstep: Class 15 contains 14518 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3441 members 
Mstep: Class 18 contains 44503 members 
Mstep: Class 19 contains 11674 members 
Mstep: Class 20 contains 122742 members 
Mstep: Class 21 contains 5577 members 
Mstep: Class 22 contains 7927 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 18703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44826432.000000 Penalty: 51025.902344
Iteration 98Q: 25 clusters Score -4.482643e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 6908 members 
Mstep: Class 5 contains 13511 members 
Mstep: Class 6 contains 2701 members 
Mstep: Class 7 contains 62157 members 
Mstep: Class 8 contains 24760 members 
Mstep: Class 9 contains 1179 members 
Mstep: Class 10 contains 39277 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23495 members 
Mstep: Class 13 contains 1290 members 
Mstep: Class 14 contains 13956 members 
Mstep: Class 15 contains 14521 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 44512 members 
Mstep: Class 19 contains 11674 members 
Mstep: Class 20 contains 122741 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 7927 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 18896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44826584.000000 Penalty: 51025.902344
Iteration 99Q: 25 clusters Score -4.482658e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 6909 members 
Mstep: Class 5 contains 13487 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 62711 members 
Mstep: Class 8 contains 24768 members 
Mstep: Class 9 contains 1179 members 
Mstep: Class 10 contains 38519 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23510 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 13931 members 
Mstep: Class 15 contains 14519 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 44506 members 
Mstep: Class 19 contains 11661 members 
Mstep: Class 20 contains 122742 members 
Mstep: Class 21 contains 5588 members 
Mstep: Class 22 contains 7926 members 
Mstep: Class 23 contains 4444 members 
Mstep: Class 24 contains 19107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44826904.000000 Penalty: 51025.902344
Iteration 100F: 25 clusters Score -4.48269e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6909 members 
Mstep: Class 5 contains 13461 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 63223 members 
Mstep: Class 8 contains 24778 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 37793 members 
Mstep: Class 11 contains 5209 members 
Mstep: Class 12 contains 23531 members 
Mstep: Class 13 contains 1290 members 
Mstep: Class 14 contains 13910 members 
Mstep: Class 15 contains 14522 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3494 members 
Mstep: Class 18 contains 44505 members 
Mstep: Class 19 contains 11659 members 
Mstep: Class 20 contains 122741 members 
Mstep: Class 21 contains 5592 members 
Mstep: Class 22 contains 7926 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 19302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827108.000000 Penalty: 51025.902344
Iteration 101Q: 25 clusters Score -4.482711e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 6909 members 
Mstep: Class 5 contains 13436 members 
Mstep: Class 6 contains 2701 members 
Mstep: Class 7 contains 63701 members 
Mstep: Class 8 contains 24779 members 
Mstep: Class 9 contains 1183 members 
Mstep: Class 10 contains 37145 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 23543 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 13887 members 
Mstep: Class 15 contains 14524 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3512 members 
Mstep: Class 18 contains 44520 members 
Mstep: Class 19 contains 11662 members 
Mstep: Class 20 contains 122739 members 
Mstep: Class 21 contains 5598 members 
Mstep: Class 22 contains 7926 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 19460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827268.000000 Penalty: 51025.902344
Iteration 102Q: 25 clusters Score -4.482727e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4174 members 
Mstep: Class 4 contains 6909 members 
Mstep: Class 5 contains 13415 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 64137 members 
Mstep: Class 8 contains 24793 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 36547 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 23558 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 13859 members 
Mstep: Class 15 contains 14530 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 44522 members 
Mstep: Class 19 contains 11665 members 
Mstep: Class 20 contains 122740 members 
Mstep: Class 21 contains 5602 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 4428 members 
Mstep: Class 24 contains 19604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827444.000000 Penalty: 51025.902344
Iteration 103Q: 25 clusters Score -4.482744e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4171 members 
Mstep: Class 4 contains 6909 members 
Mstep: Class 5 contains 13397 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 64548 members 
Mstep: Class 8 contains 24795 members 
Mstep: Class 9 contains 1183 members 
Mstep: Class 10 contains 35973 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 23571 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 13837 members 
Mstep: Class 15 contains 14534 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3562 members 
Mstep: Class 18 contains 44516 members 
Mstep: Class 19 contains 11660 members 
Mstep: Class 20 contains 122741 members 
Mstep: Class 21 contains 5605 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 4423 members 
Mstep: Class 24 contains 19744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827648.000000 Penalty: 51025.902344
Iteration 104Q: 25 clusters Score -4.482765e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 6909 members 
Mstep: Class 5 contains 13383 members 
Mstep: Class 6 contains 2714 members 
Mstep: Class 7 contains 64941 members 
Mstep: Class 8 contains 24798 members 
Mstep: Class 9 contains 1185 members 
Mstep: Class 10 contains 35421 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 23584 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 13823 members 
Mstep: Class 15 contains 14532 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 44510 members 
Mstep: Class 19 contains 11656 members 
Mstep: Class 20 contains 122738 members 
Mstep: Class 21 contains 5602 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 4415 members 
Mstep: Class 24 contains 19886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827612.000000 Penalty: 51025.902344
Iteration 105Q: 25 clusters Score -4.482761e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 6908 members 
Mstep: Class 5 contains 13362 members 
Mstep: Class 6 contains 2714 members 
Mstep: Class 7 contains 65342 members 
Mstep: Class 8 contains 24800 members 
Mstep: Class 9 contains 1185 members 
Mstep: Class 10 contains 34858 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 23601 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 13796 members 
Mstep: Class 15 contains 14527 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3628 members 
Mstep: Class 18 contains 44526 members 
Mstep: Class 19 contains 11663 members 
Mstep: Class 20 contains 122738 members 
Mstep: Class 21 contains 5604 members 
Mstep: Class 22 contains 7923 members 
Mstep: Class 23 contains 4406 members 
Mstep: Class 24 contains 20019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827720.000000 Penalty: 51025.902344
Iteration 106Q: 25 clusters Score -4.482772e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 6908 members 
Mstep: Class 5 contains 13343 members 
Mstep: Class 6 contains 2715 members 
Mstep: Class 7 contains 65758 members 
Mstep: Class 8 contains 24802 members 
Mstep: Class 9 contains 1187 members 
Mstep: Class 10 contains 34299 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 23619 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 14 contains 13769 members 
Mstep: Class 15 contains 14526 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 44536 members 
Mstep: Class 19 contains 11674 members 
Mstep: Class 20 contains 122737 members 
Mstep: Class 21 contains 5607 members 
Mstep: Class 22 contains 7921 members 
Mstep: Class 23 contains 4408 members 
Mstep: Class 24 contains 20138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827772.000000 Penalty: 51025.902344
Iteration 107Q: 25 clusters Score -4.482777e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 4171 members 
Mstep: Class 4 contains 6908 members 
Mstep: Class 5 contains 13317 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 66135 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 1189 members 
Mstep: Class 10 contains 33746 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 23632 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 13749 members 
Mstep: Class 15 contains 14516 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 44540 members 
Mstep: Class 19 contains 11681 members 
Mstep: Class 20 contains 122737 members 
Mstep: Class 21 contains 5611 members 
Mstep: Class 22 contains 7921 members 
Mstep: Class 23 contains 4408 members 
Mstep: Class 24 contains 20281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827776.000000 Penalty: 51025.902344
Iteration 108Q: 25 clusters Score -4.482778e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 4171 members 
Mstep: Class 4 contains 6908 members 
Mstep: Class 5 contains 13303 members 
Mstep: Class 6 contains 2720 members 
Mstep: Class 7 contains 66513 members 
Mstep: Class 8 contains 24812 members 
Mstep: Class 9 contains 1192 members 
Mstep: Class 10 contains 33271 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 23627 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 13727 members 
Mstep: Class 15 contains 14508 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3671 members 
Mstep: Class 18 contains 44527 members 
Mstep: Class 19 contains 11683 members 
Mstep: Class 20 contains 122734 members 
Mstep: Class 21 contains 5611 members 
Mstep: Class 22 contains 7920 members 
Mstep: Class 23 contains 4409 members 
Mstep: Class 24 contains 20403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827960.000000 Penalty: 51025.902344
Iteration 109Q: 25 clusters Score -4.482796e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 6908 members 
Mstep: Class 5 contains 13290 members 
Mstep: Class 6 contains 2721 members 
Mstep: Class 7 contains 66878 members 
Mstep: Class 8 contains 24812 members 
Mstep: Class 9 contains 1192 members 
Mstep: Class 10 contains 32855 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 23632 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 13694 members 
Mstep: Class 15 contains 14501 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3678 members 
Mstep: Class 18 contains 44506 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 20 contains 122733 members 
Mstep: Class 21 contains 5611 members 
Mstep: Class 22 contains 7919 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 20506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828160.000000 Penalty: 51025.902344
Iteration 110Q: 25 clusters Score -4.482816e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 4171 members 
Mstep: Class 4 contains 6908 members 
Mstep: Class 5 contains 13284 members 
Mstep: Class 6 contains 2725 members 
Mstep: Class 7 contains 67217 members 
Mstep: Class 8 contains 24808 members 
Mstep: Class 9 contains 1191 members 
Mstep: Class 10 contains 32435 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 23632 members 
Mstep: Class 13 contains 1295 members 
Mstep: Class 14 contains 13677 members 
Mstep: Class 15 contains 14494 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3691 members 
Mstep: Class 18 contains 44494 members 
Mstep: Class 19 contains 11693 members 
Mstep: Class 20 contains 122731 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 7916 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 20594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828152.000000 Penalty: 51025.902344
Iteration 111Q: 25 clusters Score -4.482815e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4167 members 
Mstep: Class 4 contains 6908 members 
Mstep: Class 5 contains 13269 members 
Mstep: Class 6 contains 2729 members 
Mstep: Class 7 contains 67538 members 
Mstep: Class 8 contains 24807 members 
Mstep: Class 9 contains 1193 members 
Mstep: Class 10 contains 32052 members 
Mstep: Class 11 contains 5209 members 
Mstep: Class 12 contains 23621 members 
Mstep: Class 13 contains 1295 members 
Mstep: Class 14 contains 13655 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 44472 members 
Mstep: Class 19 contains 11695 members 
Mstep: Class 20 contains 122730 members 
Mstep: Class 21 contains 5610 members 
Mstep: Class 22 contains 7915 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828184.000000 Penalty: 51025.902344
Iteration 112Q: 25 clusters Score -4.482818e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4167 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 13263 members 
Mstep: Class 6 contains 2726 members 
Mstep: Class 7 contains 67853 members 
Mstep: Class 8 contains 24811 members 
Mstep: Class 9 contains 1194 members 
Mstep: Class 10 contains 31695 members 
Mstep: Class 11 contains 5209 members 
Mstep: Class 12 contains 23605 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 13636 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 44445 members 
Mstep: Class 19 contains 11697 members 
Mstep: Class 20 contains 122730 members 
Mstep: Class 21 contains 5612 members 
Mstep: Class 22 contains 7914 members 
Mstep: Class 23 contains 4402 members 
Mstep: Class 24 contains 20749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828296.000000 Penalty: 51025.902344
Iteration 113Q: 25 clusters Score -4.48283e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4168 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 13248 members 
Mstep: Class 6 contains 2730 members 
Mstep: Class 7 contains 68156 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 1196 members 
Mstep: Class 10 contains 31348 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23583 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 13611 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3726 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 11702 members 
Mstep: Class 20 contains 122730 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 7915 members 
Mstep: Class 23 contains 4408 members 
Mstep: Class 24 contains 20833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828260.000000 Penalty: 51025.902344
Iteration 114Q: 25 clusters Score -4.482826e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 4171 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 13239 members 
Mstep: Class 6 contains 2740 members 
Mstep: Class 7 contains 68419 members 
Mstep: Class 8 contains 24806 members 
Mstep: Class 9 contains 1197 members 
Mstep: Class 10 contains 31016 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23578 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 13598 members 
Mstep: Class 15 contains 14495 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 3737 members 
Mstep: Class 18 contains 44372 members 
Mstep: Class 19 contains 11714 members 
Mstep: Class 20 contains 122728 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 7915 members 
Mstep: Class 23 contains 4413 members 
Mstep: Class 24 contains 20893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828428.000000 Penalty: 51025.902344
Iteration 115Q: 25 clusters Score -4.482843e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 13230 members 
Mstep: Class 6 contains 2746 members 
Mstep: Class 7 contains 68654 members 
Mstep: Class 8 contains 24806 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 30726 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23577 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 13593 members 
Mstep: Class 15 contains 14499 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 44340 members 
Mstep: Class 19 contains 11723 members 
Mstep: Class 20 contains 122726 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 7915 members 
Mstep: Class 23 contains 4400 members 
Mstep: Class 24 contains 20934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828564.000000 Penalty: 51025.902344
Iteration 116Q: 25 clusters Score -4.482856e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 13224 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 68868 members 
Mstep: Class 8 contains 24801 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 30467 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23562 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 13589 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 44316 members 
Mstep: Class 19 contains 11729 members 
Mstep: Class 20 contains 122724 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 7915 members 
Mstep: Class 23 contains 4390 members 
Mstep: Class 24 contains 20990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828592.000000 Penalty: 51025.902344
Iteration 117Q: 25 clusters Score -4.482859e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 13222 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 69074 members 
Mstep: Class 8 contains 24797 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 30225 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23553 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 13586 members 
Mstep: Class 15 contains 14501 members 
Mstep: Class 16 contains 2348 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 44298 members 
Mstep: Class 19 contains 11738 members 
Mstep: Class 20 contains 122722 members 
Mstep: Class 21 contains 5620 members 
Mstep: Class 22 contains 7915 members 
Mstep: Class 23 contains 4385 members 
Mstep: Class 24 contains 21035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828472.000000 Penalty: 51025.902344
Iteration 118Q: 25 clusters Score -4.482847e+07 nChanged 406
Entering ConstructFrom: 
Score: -44828472.000000 Penalty: 51025.902344
Entering ConstructFrom: 
Trying to split cluster 1 (41937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Entering Unmasked Estep 
Score: -4057701.750000 Penalty: 1729.637573
	Iteration 0F: 2 clusters Score -4057702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4029356.750000 Penalty: 3459.275146
	Iteration 0F: 3 clusters Score -4029357 nChanged 19738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -4040654.500000 Penalty: 3459.275146
	Iteration 1F: 3 clusters Score -4040654 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -4041202.250000 Penalty: 3459.275146
	Iteration 2Q: 3 clusters Score -4041202 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -4041765.500000 Penalty: 3459.275146
	Iteration 3Q: 3 clusters Score -4041766 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -4042391.750000 Penalty: 3459.275146
	Iteration 4Q: 3 clusters Score -4042392 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4043073.000000 Penalty: 3459.275146
	Iteration 5Q: 3 clusters Score -4043073 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -4043901.250000 Penalty: 3459.275146
	Iteration 6Q: 3 clusters Score -4043901 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -4044942.500000 Penalty: 3459.275146
	Iteration 7Q: 3 clusters Score -4044942 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -4046174.750000 Penalty: 3459.275146
	Iteration 8F: 3 clusters Score -4046175 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4047553.500000 Penalty: 3459.275146
	Iteration 9F: 3 clusters Score -4047554 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -4048853.000000 Penalty: 3459.275146
	Iteration 10Q: 3 clusters Score -4048853 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4049967.000000 Penalty: 3459.275146
	Iteration 11Q: 3 clusters Score -4049967 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -4050762.750000 Penalty: 3459.275146
	Iteration 12Q: 3 clusters Score -4050763 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4051308.500000 Penalty: 3459.275146
	Iteration 13Q: 3 clusters Score -4051308 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4051811.000000 Penalty: 3459.275146
	Iteration 14Q: 3 clusters Score -4051811 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4052315.000000 Penalty: 3459.275146
	Iteration 15Q: 3 clusters Score -4052315 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4052886.500000 Penalty: 3459.275146
	Iteration 16Q: 3 clusters Score -4052886 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -4053511.750000 Penalty: 3459.275146
	Iteration 17Q: 3 clusters Score -4053512 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -4054072.250000 Penalty: 3459.275146
	Iteration 18Q: 3 clusters Score -4054072 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -4054554.250000 Penalty: 3459.275146
	Iteration 19Q: 3 clusters Score -4054554 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -4054993.000000 Penalty: 3459.275146
	Iteration 20F: 3 clusters Score -4054993 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -4055321.500000 Penalty: 3459.275146
	Iteration 21Q: 3 clusters Score -4055322 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -4055557.250000 Penalty: 3459.275146
	Iteration 22Q: 3 clusters Score -4055557 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -4055725.750000 Penalty: 3459.275146
	Iteration 23Q: 3 clusters Score -4055726 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -4055842.250000 Penalty: 3459.275146
	Iteration 24Q: 3 clusters Score -4055842 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -4055933.500000 Penalty: 3459.275146
	Iteration 25Q: 3 clusters Score -4055934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -4055995.250000 Penalty: 3459.275146
	Iteration 26Q: 3 clusters Score -4055995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -4056040.250000 Penalty: 3459.275146
	Iteration 27Q: 3 clusters Score -4056040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -4056078.250000 Penalty: 3459.275146
	Iteration 28Q: 3 clusters Score -4056078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -4056098.000000 Penalty: 3459.275146
	Iteration 29Q: 3 clusters Score -4056098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -4056109.000000 Penalty: 3459.275146
	Iteration 30Q: 3 clusters Score -4056109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -4056116.750000 Penalty: 3459.275146
	Iteration 31Q: 3 clusters Score -4056117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -4056127.750000 Penalty: 3459.275146
	Iteration 32Q: 3 clusters Score -4056128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -4056139.250000 Penalty: 3459.275146
	Iteration 33Q: 3 clusters Score -4056139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4056155.500000 Penalty: 3459.275146
	Iteration 34Q: 3 clusters Score -4056156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -4056175.000000 Penalty: 3459.275146
	Iteration 35Q: 3 clusters Score -4056175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -4056181.250000 Penalty: 3459.275146
	Iteration 36Q: 3 clusters Score -4056181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -4056190.500000 Penalty: 3459.275146
	Iteration 37Q: 3 clusters Score -4056190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -4056196.750000 Penalty: 3459.275146
	Iteration 38Q: 3 clusters Score -4056197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -4056196.500000 Penalty: 3459.275146
	Iteration 39Q: 3 clusters Score -4056196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -4056203.000000 Penalty: 3459.275146
	Iteration 40F: 3 clusters Score -4056203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -4056208.250000 Penalty: 3459.275146
	Iteration 41Q: 3 clusters Score -4056208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -4056215.500000 Penalty: 3459.275146
	Iteration 42Q: 3 clusters Score -4056216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -4056216.500000 Penalty: 3459.275146
	Iteration 43Q: 3 clusters Score -4056216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -4056220.250000 Penalty: 3459.275146
	Iteration 44Q: 3 clusters Score -4056220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -4056220.250000 Penalty: 3459.275146
	Iteration 45Q: 3 clusters Score -4056220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -4056218.500000 Penalty: 3459.275146
	Iteration 46Q: 3 clusters Score -4056218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -4056223.250000 Penalty: 3459.275146
	Iteration 47Q: 3 clusters Score -4056223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -4056223.000000 Penalty: 3459.275146
	Iteration 48Q: 3 clusters Score -4056223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -4056223.000000 Penalty: 3459.275146
	Iteration 49F: 3 clusters Score -4056223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Entering Unmasked Estep 
Score: -451988.625000 Penalty: 1374.988647
	Iteration 0F: 2 clusters Score -451988.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -448161.843750 Penalty: 2749.977295
	Iteration 0F: 3 clusters Score -448161.8 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -449134.343750 Penalty: 2749.977295
	Iteration 1F: 3 clusters Score -449134.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -449295.406250 Penalty: 2749.977295
	Iteration 2F: 3 clusters Score -449295.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -449435.968750 Penalty: 2749.977295
	Iteration 3F: 3 clusters Score -449436 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -449553.437500 Penalty: 2749.977295
	Iteration 4Q: 3 clusters Score -449553.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -449638.093750 Penalty: 2749.977295
	Iteration 5Q: 3 clusters Score -449638.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -449710.062500 Penalty: 2749.977295
	Iteration 6Q: 3 clusters Score -449710.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -449777.687500 Penalty: 2749.977295
	Iteration 7Q: 3 clusters Score -449777.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -449845.093750 Penalty: 2749.977295
	Iteration 8Q: 3 clusters Score -449845.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -449914.250000 Penalty: 2749.977295
	Iteration 9Q: 3 clusters Score -449914.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -449976.937500 Penalty: 2749.977295
	Iteration 10Q: 3 clusters Score -449976.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -450040.531250 Penalty: 2749.977295
	Iteration 11Q: 3 clusters Score -450040.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -450112.718750 Penalty: 2749.977295
	Iteration 12Q: 3 clusters Score -450112.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -450194.250000 Penalty: 2749.977295
	Iteration 13Q: 3 clusters Score -450194.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -450280.156250 Penalty: 2749.977295
	Iteration 14Q: 3 clusters Score -450280.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -450361.031250 Penalty: 2749.977295
	Iteration 15Q: 3 clusters Score -450361 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -450446.281250 Penalty: 2749.977295
	Iteration 16Q: 3 clusters Score -450446.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -450507.625000 Penalty: 2749.977295
	Iteration 17Q: 3 clusters Score -450507.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -450559.218750 Penalty: 2749.977295
	Iteration 18Q: 3 clusters Score -450559.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -450598.656250 Penalty: 2749.977295
	Iteration 19Q: 3 clusters Score -450598.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -450634.437500 Penalty: 2749.977295
	Iteration 20F: 3 clusters Score -450634.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -450666.125000 Penalty: 2749.977295
	Iteration 21Q: 3 clusters Score -450666.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -450688.562500 Penalty: 2749.977295
	Iteration 22Q: 3 clusters Score -450688.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -450712.218750 Penalty: 2749.977295
	Iteration 23Q: 3 clusters Score -450712.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -450725.718750 Penalty: 2749.977295
	Iteration 24Q: 3 clusters Score -450725.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -450734.093750 Penalty: 2749.977295
	Iteration 25Q: 3 clusters Score -450734.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -450742.312500 Penalty: 2749.977295
	Iteration 26Q: 3 clusters Score -450742.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -450748.343750 Penalty: 2749.977295
	Iteration 27Q: 3 clusters Score -450748.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -450752.812500 Penalty: 2749.977295
	Iteration 28Q: 3 clusters Score -450752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -450755.500000 Penalty: 2749.977295
	Iteration 29Q: 3 clusters Score -450755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -450756.500000 Penalty: 2749.977295
	Iteration 30Q: 3 clusters Score -450756.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -450758.000000 Penalty: 2749.977295
	Iteration 31Q: 3 clusters Score -450758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -450760.625000 Penalty: 2749.977295
	Iteration 32Q: 3 clusters Score -450760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -450762.812500 Penalty: 2749.977295
	Iteration 33Q: 3 clusters Score -450762.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -450765.156250 Penalty: 2749.977295
	Iteration 34Q: 3 clusters Score -450765.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -450767.156250 Penalty: 2749.977295
	Iteration 35Q: 3 clusters Score -450767.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -450769.968750 Penalty: 2749.977295
	Iteration 36Q: 3 clusters Score -450770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -450773.375000 Penalty: 2749.977295
	Iteration 37Q: 3 clusters Score -450773.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -450776.875000 Penalty: 2749.977295
	Iteration 38Q: 3 clusters Score -450776.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -450779.343750 Penalty: 2749.977295
	Iteration 39Q: 3 clusters Score -450779.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -450782.937500 Penalty: 2749.977295
	Iteration 40F: 3 clusters Score -450782.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -450784.000000 Penalty: 2749.977295
	Iteration 41Q: 3 clusters Score -450784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -450785.250000 Penalty: 2749.977295
	Iteration 42Q: 3 clusters Score -450785.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -450787.718750 Penalty: 2749.977295
	Iteration 43Q: 3 clusters Score -450787.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -450791.312500 Penalty: 2749.977295
	Iteration 44Q: 3 clusters Score -450791.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -450792.906250 Penalty: 2749.977295
	Iteration 45Q: 3 clusters Score -450792.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -450794.187500 Penalty: 2749.977295
	Iteration 46Q: 3 clusters Score -450794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -450794.750000 Penalty: 2749.977295
	Iteration 47Q: 3 clusters Score -450794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -450795.468750 Penalty: 2749.977295
	Iteration 48Q: 3 clusters Score -450795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -450796.750000 Penalty: 2749.977295
	Iteration 49Q: 3 clusters Score -450796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -450797.312500 Penalty: 2749.977295
	Iteration 50Q: 3 clusters Score -450797.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -450797.812500 Penalty: 2749.977295
	Iteration 51Q: 3 clusters Score -450797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -450798.843750 Penalty: 2749.977295
	Iteration 52Q: 3 clusters Score -450798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -450799.062500 Penalty: 2749.977295
	Iteration 53Q: 3 clusters Score -450799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -450799.062500 Penalty: 2749.977295
	Iteration 54F: 3 clusters Score -450799.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Entering Unmasked Estep 
Score: -386609.406250 Penalty: 1354.663452
	Iteration 0F: 2 clusters Score -386609.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -383177.843750 Penalty: 2709.326904
	Iteration 0F: 3 clusters Score -383177.8 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -384172.500000 Penalty: 2709.326904
	Iteration 1F: 3 clusters Score -384172.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -384425.656250 Penalty: 2709.326904
	Iteration 2F: 3 clusters Score -384425.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -384649.531250 Penalty: 2709.326904
	Iteration 3F: 3 clusters Score -384649.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -384852.656250 Penalty: 2709.326904
	Iteration 4F: 3 clusters Score -384852.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -385073.250000 Penalty: 2709.326904
	Iteration 5F: 3 clusters Score -385073.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -385290.968750 Penalty: 2709.326904
	Iteration 6F: 3 clusters Score -385291 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -385537.500000 Penalty: 2709.326904
	Iteration 7F: 3 clusters Score -385537.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -385842.500000 Penalty: 2709.326904
	Iteration 8Q: 3 clusters Score -385842.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -386206.781250 Penalty: 2709.326904
	Iteration 9Q: 3 clusters Score -386206.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -386458.968750 Penalty: 2709.326904
	Iteration 10Q: 3 clusters Score -386459 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -386641.937500 Penalty: 2709.326904
	Iteration 11Q: 3 clusters Score -386641.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -386761.531250 Penalty: 2709.326904
	Iteration 12Q: 3 clusters Score -386761.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -386853.593750 Penalty: 2709.326904
	Iteration 13Q: 3 clusters Score -386853.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -386916.031250 Penalty: 2709.326904
	Iteration 14Q: 3 clusters Score -386916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -386961.343750 Penalty: 2709.326904
	Iteration 15Q: 3 clusters Score -386961.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -386977.937500 Penalty: 2709.326904
	Iteration 16Q: 3 clusters Score -386977.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -386985.593750 Penalty: 2709.326904
	Iteration 17Q: 3 clusters Score -386985.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -386988.750000 Penalty: 2709.326904
	Iteration 18Q: 3 clusters Score -386988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -386991.375000 Penalty: 2709.326904
	Iteration 19Q: 3 clusters Score -386991.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -386992.968750 Penalty: 2709.326904
	Iteration 20F: 3 clusters Score -386993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -386994.156250 Penalty: 2709.326904
	Iteration 21Q: 3 clusters Score -386994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -386994.156250 Penalty: 2709.326904
	Iteration 22F: 3 clusters Score -386994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 2186 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 13215 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 69254 members 
Mstep: Class 8 contains 24798 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 30005 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 23546 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 13582 members 
Mstep: Class 15 contains 14499 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 44271 members 
Mstep: Class 19 contains 11746 members 
Mstep: Class 20 contains 122719 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 7913 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 21076 members 
Mstep: Class 25 contains 1987 members 
Entering Unmasked Estep 
Score: -44828172.000000 Penalty: 53151.980469
Splitting cluster 3 changes total score from -44828472.000000 to -44828172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (6905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Entering Unmasked Estep 
Score: -664095.437500 Penalty: 1436.500122
	Iteration 0F: 2 clusters Score -664095.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -658885.875000 Penalty: 2873.000244
	Iteration 0F: 3 clusters Score -658885.9 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -660330.187500 Penalty: 2873.000244
	Iteration 1F: 3 clusters Score -660330.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -660502.750000 Penalty: 2873.000244
	Iteration 2F: 3 clusters Score -660502.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -660635.875000 Penalty: 2873.000244
	Iteration 3Q: 3 clusters Score -660635.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -660736.812500 Penalty: 2873.000244
	Iteration 4Q: 3 clusters Score -660736.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -660809.312500 Penalty: 2873.000244
	Iteration 5Q: 3 clusters Score -660809.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -660881.312500 Penalty: 2873.000244
	Iteration 6Q: 3 clusters Score -660881.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -660945.687500 Penalty: 2873.000244
	Iteration 7Q: 3 clusters Score -660945.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -660992.937500 Penalty: 2873.000244
	Iteration 8Q: 3 clusters Score -660992.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -661037.750000 Penalty: 2873.000244
	Iteration 9Q: 3 clusters Score -661037.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -661078.250000 Penalty: 2873.000244
	Iteration 10Q: 3 clusters Score -661078.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -661119.312500 Penalty: 2873.000244
	Iteration 11Q: 3 clusters Score -661119.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -661171.250000 Penalty: 2873.000244
	Iteration 12Q: 3 clusters Score -661171.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -661234.937500 Penalty: 2873.000244
	Iteration 13Q: 3 clusters Score -661234.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -661297.812500 Penalty: 2873.000244
	Iteration 14Q: 3 clusters Score -661297.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -661370.687500 Penalty: 2873.000244
	Iteration 15Q: 3 clusters Score -661370.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -661477.562500 Penalty: 2873.000244
	Iteration 16Q: 3 clusters Score -661477.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -661604.062500 Penalty: 2873.000244
	Iteration 17Q: 3 clusters Score -661604.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -661765.500000 Penalty: 2873.000244
	Iteration 18Q: 3 clusters Score -661765.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -661940.250000 Penalty: 2873.000244
	Iteration 19Q: 3 clusters Score -661940.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -662101.937500 Penalty: 2873.000244
	Iteration 20F: 3 clusters Score -662101.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -662277.687500 Penalty: 2873.000244
	Iteration 21Q: 3 clusters Score -662277.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -662447.562500 Penalty: 2873.000244
	Iteration 22Q: 3 clusters Score -662447.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -662583.625000 Penalty: 2873.000244
	Iteration 23Q: 3 clusters Score -662583.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -662669.812500 Penalty: 2873.000244
	Iteration 24Q: 3 clusters Score -662669.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -662726.625000 Penalty: 2873.000244
	Iteration 25Q: 3 clusters Score -662726.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -662766.750000 Penalty: 2873.000244
	Iteration 26Q: 3 clusters Score -662766.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -662792.375000 Penalty: 2873.000244
	Iteration 27Q: 3 clusters Score -662792.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -662805.375000 Penalty: 2873.000244
	Iteration 28Q: 3 clusters Score -662805.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -662812.750000 Penalty: 2873.000244
	Iteration 29Q: 3 clusters Score -662812.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -662821.187500 Penalty: 2873.000244
	Iteration 30Q: 3 clusters Score -662821.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -662830.250000 Penalty: 2873.000244
	Iteration 31Q: 3 clusters Score -662830.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -662836.875000 Penalty: 2873.000244
	Iteration 32Q: 3 clusters Score -662836.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -662843.000000 Penalty: 2873.000244
	Iteration 33Q: 3 clusters Score -662843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -662847.187500 Penalty: 2873.000244
	Iteration 34Q: 3 clusters Score -662847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -662852.000000 Penalty: 2873.000244
	Iteration 35Q: 3 clusters Score -662852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -662855.000000 Penalty: 2873.000244
	Iteration 36Q: 3 clusters Score -662855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -662858.312500 Penalty: 2873.000244
	Iteration 37Q: 3 clusters Score -662858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -662860.125000 Penalty: 2873.000244
	Iteration 38Q: 3 clusters Score -662860.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -662859.812500 Penalty: 2873.000244
	Iteration 39Q: 3 clusters Score -662859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -662859.812500 Penalty: 2873.000244
	Iteration 40F: 3 clusters Score -662859.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Entering Unmasked Estep 
Score: -1237377.125000 Penalty: 1541.980103
	Iteration 0F: 2 clusters Score -1237377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1228196.000000 Penalty: 3083.960205
	Iteration 0F: 3 clusters Score -1228196 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1231251.750000 Penalty: 3083.960205
	Iteration 1F: 3 clusters Score -1231252 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1231524.375000 Penalty: 3083.960205
	Iteration 2F: 3 clusters Score -1231524 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1231769.875000 Penalty: 3083.960205
	Iteration 3Q: 3 clusters Score -1231770 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1232018.375000 Penalty: 3083.960205
	Iteration 4Q: 3 clusters Score -1232018 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1232266.625000 Penalty: 3083.960205
	Iteration 5Q: 3 clusters Score -1232267 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1232569.500000 Penalty: 3083.960205
	Iteration 6Q: 3 clusters Score -1232570 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1232950.000000 Penalty: 3083.960205
	Iteration 7Q: 3 clusters Score -1232950 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1233336.000000 Penalty: 3083.960205
	Iteration 8Q: 3 clusters Score -1233336 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1233693.625000 Penalty: 3083.960205
	Iteration 9Q: 3 clusters Score -1233694 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1233966.625000 Penalty: 3083.960205
	Iteration 10Q: 3 clusters Score -1233967 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1234205.750000 Penalty: 3083.960205
	Iteration 11Q: 3 clusters Score -1234206 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1234391.000000 Penalty: 3083.960205
	Iteration 12Q: 3 clusters Score -1234391 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1234562.250000 Penalty: 3083.960205
	Iteration 13Q: 3 clusters Score -1234562 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1234724.500000 Penalty: 3083.960205
	Iteration 14Q: 3 clusters Score -1234724 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1234884.750000 Penalty: 3083.960205
	Iteration 15Q: 3 clusters Score -1234885 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1235051.125000 Penalty: 3083.960205
	Iteration 16Q: 3 clusters Score -1235051 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1235212.375000 Penalty: 3083.960205
	Iteration 17Q: 3 clusters Score -1235212 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1235366.250000 Penalty: 3083.960205
	Iteration 18Q: 3 clusters Score -1235366 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1235529.500000 Penalty: 3083.960205
	Iteration 19Q: 3 clusters Score -1235530 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1235700.500000 Penalty: 3083.960205
	Iteration 20F: 3 clusters Score -1235700 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1235873.875000 Penalty: 3083.960205
	Iteration 21Q: 3 clusters Score -1235874 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1236029.500000 Penalty: 3083.960205
	Iteration 22Q: 3 clusters Score -1236030 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1236166.250000 Penalty: 3083.960205
	Iteration 23Q: 3 clusters Score -1236166 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1236243.875000 Penalty: 3083.960205
	Iteration 24Q: 3 clusters Score -1236244 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1236293.750000 Penalty: 3083.960205
	Iteration 25Q: 3 clusters Score -1236294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1236329.125000 Penalty: 3083.960205
	Iteration 26Q: 3 clusters Score -1236329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1236369.000000 Penalty: 3083.960205
	Iteration 27Q: 3 clusters Score -1236369 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1236398.125000 Penalty: 3083.960205
	Iteration 28Q: 3 clusters Score -1236398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1236434.500000 Penalty: 3083.960205
	Iteration 29Q: 3 clusters Score -1236434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1236457.875000 Penalty: 3083.960205
	Iteration 30Q: 3 clusters Score -1236458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1236480.875000 Penalty: 3083.960205
	Iteration 31Q: 3 clusters Score -1236481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1236499.875000 Penalty: 3083.960205
	Iteration 32Q: 3 clusters Score -1236500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1236518.875000 Penalty: 3083.960205
	Iteration 33Q: 3 clusters Score -1236519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1236536.250000 Penalty: 3083.960205
	Iteration 34Q: 3 clusters Score -1236536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1236546.375000 Penalty: 3083.960205
	Iteration 35Q: 3 clusters Score -1236546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1236559.500000 Penalty: 3083.960205
	Iteration 36Q: 3 clusters Score -1236560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1236567.375000 Penalty: 3083.960205
	Iteration 37Q: 3 clusters Score -1236567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1236567.750000 Penalty: 3083.960205
	Iteration 38Q: 3 clusters Score -1236568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1236570.500000 Penalty: 3083.960205
	Iteration 39Q: 3 clusters Score -1236570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1236572.250000 Penalty: 3083.960205
	Iteration 40F: 3 clusters Score -1236572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1236573.000000 Penalty: 3083.960205
	Iteration 41Q: 3 clusters Score -1236573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1236575.375000 Penalty: 3083.960205
	Iteration 42Q: 3 clusters Score -1236575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1236573.750000 Penalty: 3083.960205
	Iteration 43Q: 3 clusters Score -1236574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1236573.750000 Penalty: 3083.960205
	Iteration 44F: 3 clusters Score -1236574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -264306.625000 Penalty: 1287.602905
	Iteration 0F: 2 clusters Score -264306.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -261747.406250 Penalty: 2575.205811
	Iteration 0F: 3 clusters Score -261747.4 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -262320.156250 Penalty: 2575.205811
	Iteration 1F: 3 clusters Score -262320.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -262439.531250 Penalty: 2575.205811
	Iteration 2F: 3 clusters Score -262439.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -262494.500000 Penalty: 2575.205811
	Iteration 3Q: 3 clusters Score -262494.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -262533.406250 Penalty: 2575.205811
	Iteration 4Q: 3 clusters Score -262533.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -262569.875000 Penalty: 2575.205811
	Iteration 5Q: 3 clusters Score -262569.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -262593.031250 Penalty: 2575.205811
	Iteration 6Q: 3 clusters Score -262593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -262610.156250 Penalty: 2575.205811
	Iteration 7Q: 3 clusters Score -262610.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -262633.156250 Penalty: 2575.205811
	Iteration 8Q: 3 clusters Score -262633.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -262657.625000 Penalty: 2575.205811
	Iteration 9Q: 3 clusters Score -262657.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -262686.375000 Penalty: 2575.205811
	Iteration 10Q: 3 clusters Score -262686.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -262719.500000 Penalty: 2575.205811
	Iteration 11Q: 3 clusters Score -262719.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -262743.343750 Penalty: 2575.205811
	Iteration 12Q: 3 clusters Score -262743.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -262773.031250 Penalty: 2575.205811
	Iteration 13Q: 3 clusters Score -262773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -262811.843750 Penalty: 2575.205811
	Iteration 14Q: 3 clusters Score -262811.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -262858.656250 Penalty: 2575.205811
	Iteration 15Q: 3 clusters Score -262858.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -262899.562500 Penalty: 2575.205811
	Iteration 16Q: 3 clusters Score -262899.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -262939.062500 Penalty: 2575.205811
	Iteration 17Q: 3 clusters Score -262939.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -262974.250000 Penalty: 2575.205811
	Iteration 18Q: 3 clusters Score -262974.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -263007.718750 Penalty: 2575.205811
	Iteration 19Q: 3 clusters Score -263007.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -263033.187500 Penalty: 2575.205811
	Iteration 20F: 3 clusters Score -263033.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -263053.187500 Penalty: 2575.205811
	Iteration 21Q: 3 clusters Score -263053.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -263068.250000 Penalty: 2575.205811
	Iteration 22Q: 3 clusters Score -263068.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -263077.781250 Penalty: 2575.205811
	Iteration 23Q: 3 clusters Score -263077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -263089.468750 Penalty: 2575.205811
	Iteration 24Q: 3 clusters Score -263089.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -263100.156250 Penalty: 2575.205811
	Iteration 25Q: 3 clusters Score -263100.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -263109.562500 Penalty: 2575.205811
	Iteration 26Q: 3 clusters Score -263109.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -263112.968750 Penalty: 2575.205811
	Iteration 27Q: 3 clusters Score -263113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -263116.687500 Penalty: 2575.205811
	Iteration 28Q: 3 clusters Score -263116.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -263119.875000 Penalty: 2575.205811
	Iteration 29Q: 3 clusters Score -263119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -263122.843750 Penalty: 2575.205811
	Iteration 30Q: 3 clusters Score -263122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -263125.156250 Penalty: 2575.205811
	Iteration 31Q: 3 clusters Score -263125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -263127.593750 Penalty: 2575.205811
	Iteration 32Q: 3 clusters Score -263127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -263127.812500 Penalty: 2575.205811
	Iteration 33Q: 3 clusters Score -263127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -263129.218750 Penalty: 2575.205811
	Iteration 34Q: 3 clusters Score -263129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -263131.031250 Penalty: 2575.205811
	Iteration 35Q: 3 clusters Score -263131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -263132.406250 Penalty: 2575.205811
	Iteration 36Q: 3 clusters Score -263132.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -263132.406250 Penalty: 2575.205811
	Iteration 37F: 3 clusters Score -263132.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Entering Unmasked Estep 
Score: -6638278.500000 Penalty: 1811.149658
	Iteration 0F: 2 clusters Score -6638278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -6591843.000000 Penalty: 3622.299316
	Iteration 0F: 3 clusters Score -6591843 nChanged 32840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -6610976.500000 Penalty: 3622.299316
	Iteration 1F: 3 clusters Score -6610976 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -6612012.500000 Penalty: 3622.299316
	Iteration 2Q: 3 clusters Score -6612012 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -6613779.000000 Penalty: 3622.299316
	Iteration 3F: 3 clusters Score -6613779 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -6616651.500000 Penalty: 3622.299316
	Iteration 4F: 3 clusters Score -6616652 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -6620746.000000 Penalty: 3622.299316
	Iteration 5F: 3 clusters Score -6620746 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -6625272.500000 Penalty: 3622.299316
	Iteration 6F: 3 clusters Score -6625272 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -6629177.000000 Penalty: 3622.299316
	Iteration 7F: 3 clusters Score -6629177 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -6631969.500000 Penalty: 3622.299316
	Iteration 8Q: 3 clusters Score -6631970 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -6633961.000000 Penalty: 3622.299316
	Iteration 9Q: 3 clusters Score -6633961 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -6635220.500000 Penalty: 3622.299316
	Iteration 10Q: 3 clusters Score -6635220 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -6635966.000000 Penalty: 3622.299316
	Iteration 11Q: 3 clusters Score -6635966 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -6636434.000000 Penalty: 3622.299316
	Iteration 12Q: 3 clusters Score -6636434 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -6636727.500000 Penalty: 3622.299316
	Iteration 13Q: 3 clusters Score -6636728 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -6636909.500000 Penalty: 3622.299316
	Iteration 14Q: 3 clusters Score -6636910 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -6637051.000000 Penalty: 3622.299316
	Iteration 15Q: 3 clusters Score -6637051 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -6637152.500000 Penalty: 3622.299316
	Iteration 16Q: 3 clusters Score -6637152 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6637225.500000 Penalty: 3622.299316
	Iteration 17Q: 3 clusters Score -6637226 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6637286.500000 Penalty: 3622.299316
	Iteration 18Q: 3 clusters Score -6637286 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -6637303.000000 Penalty: 3622.299316
	Iteration 19Q: 3 clusters Score -6637303 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66443 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -6637332.500000 Penalty: 3622.299316
	Iteration 20F: 3 clusters Score -6637332 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6637353.000000 Penalty: 3622.299316
	Iteration 21Q: 3 clusters Score -6637353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6637365.500000 Penalty: 3622.299316
	Iteration 22Q: 3 clusters Score -6637366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6637392.000000 Penalty: 3622.299316
	Iteration 23Q: 3 clusters Score -6637392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -6637392.500000 Penalty: 3622.299316
	Iteration 24Q: 3 clusters Score -6637392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6637411.000000 Penalty: 3622.299316
	Iteration 25Q: 3 clusters Score -6637411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6637414.000000 Penalty: 3622.299316
	Iteration 26Q: 3 clusters Score -6637414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6637409.500000 Penalty: 3622.299316
	Iteration 27Q: 3 clusters Score -6637410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6637414.500000 Penalty: 3622.299316
	Iteration 28Q: 3 clusters Score -6637414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6637412.000000 Penalty: 3622.299316
	Iteration 29Q: 3 clusters Score -6637412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6637415.500000 Penalty: 3622.299316
	Iteration 30Q: 3 clusters Score -6637416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6637410.500000 Penalty: 3622.299316
	Iteration 31Q: 3 clusters Score -6637410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6637408.000000 Penalty: 3622.299316
	Iteration 32Q: 3 clusters Score -6637408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6637411.500000 Penalty: 3622.299316
	Iteration 33Q: 3 clusters Score -6637412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6637414.500000 Penalty: 3622.299316
	Iteration 34Q: 3 clusters Score -6637414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6637418.500000 Penalty: 3622.299316
	Iteration 35Q: 3 clusters Score -6637418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6637412.000000 Penalty: 3622.299316
	Iteration 36Q: 3 clusters Score -6637412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6637407.000000 Penalty: 3622.299316
	Iteration 37Q: 3 clusters Score -6637407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6637417.000000 Penalty: 3622.299316
	Iteration 38Q: 3 clusters Score -6637417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -6637418.000000 Penalty: 3622.299316
	Iteration 39Q: 3 clusters Score -6637418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6637420.500000 Penalty: 3622.299316
	Iteration 40F: 3 clusters Score -6637420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6637418.000000 Penalty: 3622.299316
	Iteration 41Q: 3 clusters Score -6637418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6637415.500000 Penalty: 3622.299316
	Iteration 42Q: 3 clusters Score -6637416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6637420.000000 Penalty: 3622.299316
	Iteration 43Q: 3 clusters Score -6637420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6637413.000000 Penalty: 3622.299316
	Iteration 44Q: 3 clusters Score -6637413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6637409.000000 Penalty: 3622.299316
	Iteration 45Q: 3 clusters Score -6637409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6637409.000000 Penalty: 3622.299316
	Iteration 46F: 3 clusters Score -6637409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Entering Unmasked Estep 
Score: -2407525.750000 Penalty: 1644.259155
	Iteration 0F: 2 clusters Score -2407526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2390788.000000 Penalty: 3288.518311
	Iteration 0F: 3 clusters Score -2390788 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2397055.250000 Penalty: 3288.518311
	Iteration 1F: 3 clusters Score -2397055 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2397503.000000 Penalty: 3288.518311
	Iteration 2Q: 3 clusters Score -2397503 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2397971.500000 Penalty: 3288.518311
	Iteration 3Q: 3 clusters Score -2397972 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2398475.500000 Penalty: 3288.518311
	Iteration 4Q: 3 clusters Score -2398476 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2399023.750000 Penalty: 3288.518311
	Iteration 5Q: 3 clusters Score -2399024 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2399633.250000 Penalty: 3288.518311
	Iteration 6F: 3 clusters Score -2399633 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2400275.250000 Penalty: 3288.518311
	Iteration 7F: 3 clusters Score -2400275 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2400974.250000 Penalty: 3288.518311
	Iteration 8F: 3 clusters Score -2400974 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2401679.000000 Penalty: 3288.518311
	Iteration 9F: 3 clusters Score -2401679 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2402453.500000 Penalty: 3288.518311
	Iteration 10Q: 3 clusters Score -2402454 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2403235.500000 Penalty: 3288.518311
	Iteration 11Q: 3 clusters Score -2403236 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2403917.750000 Penalty: 3288.518311
	Iteration 12Q: 3 clusters Score -2403918 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2404524.500000 Penalty: 3288.518311
	Iteration 13Q: 3 clusters Score -2404524 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2405024.750000 Penalty: 3288.518311
	Iteration 14Q: 3 clusters Score -2405025 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2405445.500000 Penalty: 3288.518311
	Iteration 15Q: 3 clusters Score -2405446 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2405722.250000 Penalty: 3288.518311
	Iteration 16Q: 3 clusters Score -2405722 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -2405899.750000 Penalty: 3288.518311
	Iteration 17Q: 3 clusters Score -2405900 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2406011.500000 Penalty: 3288.518311
	Iteration 18Q: 3 clusters Score -2406012 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2406088.000000 Penalty: 3288.518311
	Iteration 19Q: 3 clusters Score -2406088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2406122.500000 Penalty: 3288.518311
	Iteration 20F: 3 clusters Score -2406122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -2406148.250000 Penalty: 3288.518311
	Iteration 21Q: 3 clusters Score -2406148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2406177.000000 Penalty: 3288.518311
	Iteration 22Q: 3 clusters Score -2406177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2406192.000000 Penalty: 3288.518311
	Iteration 23Q: 3 clusters Score -2406192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -2406209.750000 Penalty: 3288.518311
	Iteration 24Q: 3 clusters Score -2406210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2406223.750000 Penalty: 3288.518311
	Iteration 25Q: 3 clusters Score -2406224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2406230.250000 Penalty: 3288.518311
	Iteration 26Q: 3 clusters Score -2406230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -2406244.250000 Penalty: 3288.518311
	Iteration 27Q: 3 clusters Score -2406244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2406255.500000 Penalty: 3288.518311
	Iteration 28Q: 3 clusters Score -2406256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -2406263.750000 Penalty: 3288.518311
	Iteration 29Q: 3 clusters Score -2406264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -2406266.500000 Penalty: 3288.518311
	Iteration 30Q: 3 clusters Score -2406266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2406270.250000 Penalty: 3288.518311
	Iteration 31Q: 3 clusters Score -2406270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2406271.250000 Penalty: 3288.518311
	Iteration 32Q: 3 clusters Score -2406271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -2406272.750000 Penalty: 3288.518311
	Iteration 33Q: 3 clusters Score -2406273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -2406274.750000 Penalty: 3288.518311
	Iteration 34Q: 3 clusters Score -2406275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -2406272.250000 Penalty: 3288.518311
	Iteration 35Q: 3 clusters Score -2406272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2406273.750000 Penalty: 3288.518311
	Iteration 36Q: 3 clusters Score -2406274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2406273.750000 Penalty: 3288.518311
	Iteration 37F: 3 clusters Score -2406274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -111816.242188 Penalty: 1152.272827
	Iteration 0F: 2 clusters Score -111816.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -110218.507812 Penalty: 2304.545654
	Iteration 0F: 3 clusters Score -110218.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -110510.335938 Penalty: 2304.545654
	Iteration 1F: 3 clusters Score -110510.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110576.843750 Penalty: 2304.545654
	Iteration 2F: 3 clusters Score -110576.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -110611.164062 Penalty: 2304.545654
	Iteration 3Q: 3 clusters Score -110611.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -110634.414062 Penalty: 2304.545654
	Iteration 4Q: 3 clusters Score -110634.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -110645.695312 Penalty: 2304.545654
	Iteration 5Q: 3 clusters Score -110645.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -110654.578125 Penalty: 2304.545654
	Iteration 6Q: 3 clusters Score -110654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110660.515625 Penalty: 2304.545654
	Iteration 7Q: 3 clusters Score -110660.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110669.640625 Penalty: 2304.545654
	Iteration 8Q: 3 clusters Score -110669.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -110678.898438 Penalty: 2304.545654
	Iteration 9Q: 3 clusters Score -110678.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -110689.414062 Penalty: 2304.545654
	Iteration 10Q: 3 clusters Score -110689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110694.468750 Penalty: 2304.545654
	Iteration 11Q: 3 clusters Score -110694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -110697.421875 Penalty: 2304.545654
	Iteration 12Q: 3 clusters Score -110697.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -110700.156250 Penalty: 2304.545654
	Iteration 13Q: 3 clusters Score -110700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -110701.953125 Penalty: 2304.545654
	Iteration 14Q: 3 clusters Score -110702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -110702.882812 Penalty: 2304.545654
	Iteration 15Q: 3 clusters Score -110702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -110703.414062 Penalty: 2304.545654
	Iteration 16Q: 3 clusters Score -110703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110703.734375 Penalty: 2304.545654
	Iteration 17Q: 3 clusters Score -110703.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110703.734375 Penalty: 2304.545654
	Iteration 18F: 3 clusters Score -110703.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Entering Unmasked Estep 
Score: -2885523.750000 Penalty: 1675.231934
	Iteration 0F: 2 clusters Score -2885524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2865302.250000 Penalty: 3350.463867
	Iteration 0F: 3 clusters Score -2865302 nChanged 13862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2873015.500000 Penalty: 3350.463867
	Iteration 1F: 3 clusters Score -2873016 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2873406.000000 Penalty: 3350.463867
	Iteration 2Q: 3 clusters Score -2873406 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2873828.250000 Penalty: 3350.463867
	Iteration 3Q: 3 clusters Score -2873828 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2874359.000000 Penalty: 3350.463867
	Iteration 4Q: 3 clusters Score -2874359 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2875079.500000 Penalty: 3350.463867
	Iteration 5Q: 3 clusters Score -2875080 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2876157.750000 Penalty: 3350.463867
	Iteration 6F: 3 clusters Score -2876158 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2877563.000000 Penalty: 3350.463867
	Iteration 7F: 3 clusters Score -2877563 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -2879330.250000 Penalty: 3350.463867
	Iteration 8F: 3 clusters Score -2879330 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -2881036.750000 Penalty: 3350.463867
	Iteration 9F: 3 clusters Score -2881037 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -2882316.000000 Penalty: 3350.463867
	Iteration 10Q: 3 clusters Score -2882316 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -2883157.000000 Penalty: 3350.463867
	Iteration 11Q: 3 clusters Score -2883157 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -2883580.750000 Penalty: 3350.463867
	Iteration 12Q: 3 clusters Score -2883581 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -2883810.000000 Penalty: 3350.463867
	Iteration 13Q: 3 clusters Score -2883810 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -2883931.250000 Penalty: 3350.463867
	Iteration 14Q: 3 clusters Score -2883931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -2883989.000000 Penalty: 3350.463867
	Iteration 15Q: 3 clusters Score -2883989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -2884029.750000 Penalty: 3350.463867
	Iteration 16Q: 3 clusters Score -2884030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -2884053.000000 Penalty: 3350.463867
	Iteration 17Q: 3 clusters Score -2884053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -2884075.500000 Penalty: 3350.463867
	Iteration 18Q: 3 clusters Score -2884076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -2884101.000000 Penalty: 3350.463867
	Iteration 19Q: 3 clusters Score -2884101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -2884111.250000 Penalty: 3350.463867
	Iteration 20F: 3 clusters Score -2884111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -2884115.000000 Penalty: 3350.463867
	Iteration 21Q: 3 clusters Score -2884115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -2884122.000000 Penalty: 3350.463867
	Iteration 22Q: 3 clusters Score -2884122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -2884122.000000 Penalty: 3350.463867
	Iteration 23F: 3 clusters Score -2884122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -495951.625000 Penalty: 1390.666992
	Iteration 0F: 2 clusters Score -495951.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -491890.750000 Penalty: 2781.333984
	Iteration 0F: 3 clusters Score -491890.8 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -493038.906250 Penalty: 2781.333984
	Iteration 1F: 3 clusters Score -493038.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -493227.125000 Penalty: 2781.333984
	Iteration 2F: 3 clusters Score -493227.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -493368.843750 Penalty: 2781.333984
	Iteration 3F: 3 clusters Score -493368.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -493491.937500 Penalty: 2781.333984
	Iteration 4Q: 3 clusters Score -493491.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -493613.593750 Penalty: 2781.333984
	Iteration 5Q: 3 clusters Score -493613.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -493774.281250 Penalty: 2781.333984
	Iteration 6Q: 3 clusters Score -493774.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -493964.750000 Penalty: 2781.333984
	Iteration 7Q: 3 clusters Score -493964.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -494171.968750 Penalty: 2781.333984
	Iteration 8F: 3 clusters Score -494172 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -494367.468750 Penalty: 2781.333984
	Iteration 9Q: 3 clusters Score -494367.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -494552.937500 Penalty: 2781.333984
	Iteration 10Q: 3 clusters Score -494552.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -494685.250000 Penalty: 2781.333984
	Iteration 11Q: 3 clusters Score -494685.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -494799.343750 Penalty: 2781.333984
	Iteration 12Q: 3 clusters Score -494799.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -494885.812500 Penalty: 2781.333984
	Iteration 13Q: 3 clusters Score -494885.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -494953.937500 Penalty: 2781.333984
	Iteration 14Q: 3 clusters Score -494953.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -494997.656250 Penalty: 2781.333984
	Iteration 15Q: 3 clusters Score -494997.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -495034.187500 Penalty: 2781.333984
	Iteration 16Q: 3 clusters Score -495034.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -495051.906250 Penalty: 2781.333984
	Iteration 17Q: 3 clusters Score -495051.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -495065.562500 Penalty: 2781.333984
	Iteration 18Q: 3 clusters Score -495065.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -495077.687500 Penalty: 2781.333984
	Iteration 19Q: 3 clusters Score -495077.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -495089.812500 Penalty: 2781.333984
	Iteration 20F: 3 clusters Score -495089.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -495096.218750 Penalty: 2781.333984
	Iteration 21Q: 3 clusters Score -495096.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -495100.500000 Penalty: 2781.333984
	Iteration 22Q: 3 clusters Score -495100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -495101.843750 Penalty: 2781.333984
	Iteration 23Q: 3 clusters Score -495101.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -495103.281250 Penalty: 2781.333984
	Iteration 24Q: 3 clusters Score -495103.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -495107.593750 Penalty: 2781.333984
	Iteration 25Q: 3 clusters Score -495107.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -495114.156250 Penalty: 2781.333984
	Iteration 26Q: 3 clusters Score -495114.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -495119.656250 Penalty: 2781.333984
	Iteration 27Q: 3 clusters Score -495119.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -495122.343750 Penalty: 2781.333984
	Iteration 28Q: 3 clusters Score -495122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -495122.593750 Penalty: 2781.333984
	Iteration 29Q: 3 clusters Score -495122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -495124.000000 Penalty: 2781.333984
	Iteration 30Q: 3 clusters Score -495124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -495124.000000 Penalty: 2781.333984
	Iteration 31F: 3 clusters Score -495124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Entering Unmasked Estep 
Score: -2205374.250000 Penalty: 1635.840576
	Iteration 0F: 2 clusters Score -2205374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2189456.750000 Penalty: 3271.681152
	Iteration 0F: 3 clusters Score -2189457 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2195220.750000 Penalty: 3271.681152
	Iteration 1F: 3 clusters Score -2195221 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2195663.500000 Penalty: 3271.681152
	Iteration 2F: 3 clusters Score -2195664 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2196099.000000 Penalty: 3271.681152
	Iteration 3Q: 3 clusters Score -2196099 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2196636.250000 Penalty: 3271.681152
	Iteration 4Q: 3 clusters Score -2196636 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2197324.750000 Penalty: 3271.681152
	Iteration 5Q: 3 clusters Score -2197325 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2198073.750000 Penalty: 3271.681152
	Iteration 6F: 3 clusters Score -2198074 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2198840.000000 Penalty: 3271.681152
	Iteration 7F: 3 clusters Score -2198840 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2199530.750000 Penalty: 3271.681152
	Iteration 8F: 3 clusters Score -2199531 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2200118.500000 Penalty: 3271.681152
	Iteration 9Q: 3 clusters Score -2200118 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2200676.250000 Penalty: 3271.681152
	Iteration 10Q: 3 clusters Score -2200676 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2201247.000000 Penalty: 3271.681152
	Iteration 11Q: 3 clusters Score -2201247 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2201839.500000 Penalty: 3271.681152
	Iteration 12Q: 3 clusters Score -2201840 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2202406.250000 Penalty: 3271.681152
	Iteration 13Q: 3 clusters Score -2202406 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2202906.250000 Penalty: 3271.681152
	Iteration 14Q: 3 clusters Score -2202906 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2203262.500000 Penalty: 3271.681152
	Iteration 15Q: 3 clusters Score -2203262 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2203488.250000 Penalty: 3271.681152
	Iteration 16Q: 3 clusters Score -2203488 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2203614.750000 Penalty: 3271.681152
	Iteration 17Q: 3 clusters Score -2203615 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2203690.750000 Penalty: 3271.681152
	Iteration 18Q: 3 clusters Score -2203691 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2203750.750000 Penalty: 3271.681152
	Iteration 19Q: 3 clusters Score -2203751 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2203814.750000 Penalty: 3271.681152
	Iteration 20F: 3 clusters Score -2203815 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2203841.500000 Penalty: 3271.681152
	Iteration 21Q: 3 clusters Score -2203842 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2203869.750000 Penalty: 3271.681152
	Iteration 22Q: 3 clusters Score -2203870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2203889.750000 Penalty: 3271.681152
	Iteration 23Q: 3 clusters Score -2203890 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2203916.750000 Penalty: 3271.681152
	Iteration 24Q: 3 clusters Score -2203917 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2203933.000000 Penalty: 3271.681152
	Iteration 25Q: 3 clusters Score -2203933 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2203969.250000 Penalty: 3271.681152
	Iteration 26Q: 3 clusters Score -2203969 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2203987.250000 Penalty: 3271.681152
	Iteration 27Q: 3 clusters Score -2203987 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2204024.000000 Penalty: 3271.681152
	Iteration 28Q: 3 clusters Score -2204024 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2204051.500000 Penalty: 3271.681152
	Iteration 29Q: 3 clusters Score -2204052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2204068.750000 Penalty: 3271.681152
	Iteration 30Q: 3 clusters Score -2204069 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2204081.000000 Penalty: 3271.681152
	Iteration 31Q: 3 clusters Score -2204081 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2204093.000000 Penalty: 3271.681152
	Iteration 32Q: 3 clusters Score -2204093 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2204102.250000 Penalty: 3271.681152
	Iteration 33Q: 3 clusters Score -2204102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2204107.000000 Penalty: 3271.681152
	Iteration 34Q: 3 clusters Score -2204107 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2204107.000000 Penalty: 3271.681152
	Iteration 35Q: 3 clusters Score -2204107 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2204112.000000 Penalty: 3271.681152
	Iteration 36Q: 3 clusters Score -2204112 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2204121.000000 Penalty: 3271.681152
	Iteration 37Q: 3 clusters Score -2204121 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2204134.000000 Penalty: 3271.681152
	Iteration 38Q: 3 clusters Score -2204134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2204141.000000 Penalty: 3271.681152
	Iteration 39Q: 3 clusters Score -2204141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2204147.500000 Penalty: 3271.681152
	Iteration 40F: 3 clusters Score -2204148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2204162.750000 Penalty: 3271.681152
	Iteration 41Q: 3 clusters Score -2204163 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2204169.000000 Penalty: 3271.681152
	Iteration 42Q: 3 clusters Score -2204169 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2204175.500000 Penalty: 3271.681152
	Iteration 43Q: 3 clusters Score -2204176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2204177.500000 Penalty: 3271.681152
	Iteration 44Q: 3 clusters Score -2204178 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2204187 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2204194 nChanged 78
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Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2204198 nChanged 86
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Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2204208 nChanged 67
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Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2204226 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2204227 nChanged 62
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Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2204239 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2204239 nChanged 70
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Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2204240 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2204253.750000 Penalty: 3271.681152
	Iteration 54Q: 3 clusters Score -2204254 nChanged 66
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Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2204265 nChanged 66
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Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2204269 nChanged 98
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Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2204275 nChanged 116
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Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2204302 nChanged 117
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Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2204321.250000 Penalty: 3271.681152
	Iteration 59Q: 3 clusters Score -2204321 nChanged 134
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Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2204329.500000 Penalty: 3271.681152
	Iteration 60F: 3 clusters Score -2204330 nChanged 134
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Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2204360 nChanged 130
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Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2204386 nChanged 124
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Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2204401 nChanged 120
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Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2204414 nChanged 119
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Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2204437 nChanged 118
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Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2204458 nChanged 128
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Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2204484 nChanged 120
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Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2204508 nChanged 133
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Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2204532 nChanged 131
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Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2204546 nChanged 156
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Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2204592 nChanged 176
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Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2204625 nChanged 190
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Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2204738 nChanged 234
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Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2204838 nChanged 269
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Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2205365 nChanged 363
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Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2205581 nChanged 333
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Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2205798 nChanged 288
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Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2205930 nChanged 233
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Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2206024 nChanged 196
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Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2206079 nChanged 146
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Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2206111 nChanged 114
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Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2206133 nChanged 90
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Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2206150 nChanged 72
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Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2206156 nChanged 66
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Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2206173 nChanged 47
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Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2206178 nChanged 49
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Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2206184 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2206190.000000 Penalty: 3271.681152
	Iteration 91Q: 3 clusters Score -2206190 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2206193 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2206194 nChanged 25
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Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2206199 nChanged 28
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Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2206198 nChanged 30
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Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 17970 members 
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	Iteration 96Q: 3 clusters Score -2206200 nChanged 31
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Mstep: Class 1 contains 5545 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2206208 nChanged 24
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Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2206209 nChanged 21
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Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2206215 nChanged 24
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Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2206212 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2206213 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2206214.000000 Penalty: 3271.681152
	Iteration 102Q: 3 clusters Score -2206214 nChanged 14
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Mstep: Class 1 contains 5419 members 
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Entering Unmasked Estep 
Score: -2206216.250000 Penalty: 3271.681152
	Iteration 103Q: 3 clusters Score -2206216 nChanged 15
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Mstep: Class 1 contains 5404 members 
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Entering Unmasked Estep 
Score: -2206221.250000 Penalty: 3271.681152
	Iteration 104Q: 3 clusters Score -2206221 nChanged 12
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Mstep: Class 1 contains 5392 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2206223 nChanged 10
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Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2206224 nChanged 4
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Mstep: Class 1 contains 5378 members 
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Entering Unmasked Estep 
Score: -2206219.750000 Penalty: 3271.681152
	Iteration 107Q: 3 clusters Score -2206220 nChanged 8
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Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2206225 nChanged 11
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Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2206224 nChanged 16
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Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 18203 members 
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	Iteration 110Q: 3 clusters Score -2206224 nChanged 13
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Mstep: Class 1 contains 5330 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2206222 nChanged 7
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Mstep: Class 1 contains 5323 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2206220 nChanged 8
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Mstep: Class 1 contains 5315 members 
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	Iteration 113Q: 3 clusters Score -2206216 nChanged 10
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Mstep: Class 1 contains 5305 members 
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	Iteration 114Q: 3 clusters Score -2206220 nChanged 9
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Mstep: Class 1 contains 5296 members 
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	Iteration 115Q: 3 clusters Score -2206219 nChanged 8
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Mstep: Class 1 contains 5288 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2206219 nChanged 7
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Mstep: Class 1 contains 5281 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2206220 nChanged 9
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Mstep: Class 1 contains 5272 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2206224 nChanged 12
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Mstep: Class 1 contains 5260 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2206232 nChanged 12
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Mstep: Class 1 contains 5248 members 
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Entering Unmasked Estep 
Score: -2206227.750000 Penalty: 3271.681152
	Iteration 120F: 3 clusters Score -2206228 nChanged 10
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	Iteration 121Q: 3 clusters Score -2206227 nChanged 15
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Mstep: Class 1 contains 5223 members 
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	Iteration 122Q: 3 clusters Score -2206228 nChanged 14
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Mstep: Class 1 contains 5209 members 
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	Iteration 123Q: 3 clusters Score -2206235 nChanged 15
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Mstep: Class 2 contains 18352 members 
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	Iteration 124Q: 3 clusters Score -2206235 nChanged 12
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Mstep: Class 1 contains 5182 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2206235 nChanged 6
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2206230 nChanged 7
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Mstep: Class 1 contains 5169 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2206232 nChanged 9
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Mstep: Class 1 contains 5160 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2206236 nChanged 5
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Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 18391 members 
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	Iteration 129Q: 3 clusters Score -2206236 nChanged 6
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Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2206236 nChanged 8
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Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 18405 members 
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	Iteration 131Q: 3 clusters Score -2206234 nChanged 7
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Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2206234 nChanged 4
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	Iteration 133Q: 3 clusters Score -2206241 nChanged 7
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2206242 nChanged 6
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Mstep: Class 1 contains 5117 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2206240 nChanged 4
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2206240 nChanged 3
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2206240 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2206240.250000 Penalty: 3271.681152
	Iteration 138F: 3 clusters Score -2206240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 13215 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 69254 members 
Mstep: Class 8 contains 24798 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 30005 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5110 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 13582 members 
Mstep: Class 15 contains 14499 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 44271 members 
Mstep: Class 19 contains 11746 members 
Mstep: Class 20 contains 122719 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 7913 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 21076 members 
Mstep: Class 25 contains 18436 members 
Entering Unmasked Estep 
Score: -44828800.000000 Penalty: 53151.980469
Splitting cluster 12 changes total score from -44828472.000000 to -44828800.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -112897.703125 Penalty: 1164.267090
	Iteration 0F: 2 clusters Score -112897.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -111347.132812 Penalty: 2328.534180
	Iteration 0F: 3 clusters Score -111347.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -111858.625000 Penalty: 2328.534180
	Iteration 1F: 3 clusters Score -111858.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112292.804688 Penalty: 2328.534180
	Iteration 2F: 3 clusters Score -112292.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112648.359375 Penalty: 2328.534180
	Iteration 3F: 3 clusters Score -112648.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -112822.296875 Penalty: 2328.534180
	Iteration 4F: 3 clusters Score -112822.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -112935.617188 Penalty: 2328.534180
	Iteration 5Q: 3 clusters Score -112935.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -113004.085938 Penalty: 2328.534180
	Iteration 6Q: 3 clusters Score -113004.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -113042.539062 Penalty: 2328.534180
	Iteration 7Q: 3 clusters Score -113042.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -113058.523438 Penalty: 2328.534180
	Iteration 8Q: 3 clusters Score -113058.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -113062.742188 Penalty: 2328.534180
	Iteration 9Q: 3 clusters Score -113062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -113064.187500 Penalty: 2328.534180
	Iteration 10Q: 3 clusters Score -113064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -113064.187500 Penalty: 2328.534180
	Iteration 11F: 3 clusters Score -113064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 13215 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 69254 members 
Mstep: Class 8 contains 24798 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 30005 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5110 members 
Mstep: Class 13 contains 1162 members 
Mstep: Class 14 contains 13582 members 
Mstep: Class 15 contains 14499 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 44271 members 
Mstep: Class 19 contains 11746 members 
Mstep: Class 20 contains 122719 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 7913 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 21076 members 
Mstep: Class 25 contains 18436 members 
Mstep: Class 26 contains 131 members 
Entering Unmasked Estep 
Score: -44827968.000000 Penalty: 55278.062500
Splitting cluster 13 changes total score from -44828472.000000 to -44827968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (13582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Entering Unmasked Estep 
Score: -1285320.250000 Penalty: 1546.431274
	Iteration 0F: 2 clusters Score -1285320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1275825.000000 Penalty: 3092.862549
	Iteration 0F: 3 clusters Score -1275825 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1279161.750000 Penalty: 3092.862549
	Iteration 1F: 3 clusters Score -1279162 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1279508.375000 Penalty: 3092.862549
	Iteration 2F: 3 clusters Score -1279508 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1279849.000000 Penalty: 3092.862549
	Iteration 3Q: 3 clusters Score -1279849 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1280269.875000 Penalty: 3092.862549
	Iteration 4F: 3 clusters Score -1280270 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1280749.375000 Penalty: 3092.862549
	Iteration 5F: 3 clusters Score -1280749 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1281318.500000 Penalty: 3092.862549
	Iteration 6F: 3 clusters Score -1281318 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1281932.000000 Penalty: 3092.862549
	Iteration 7F: 3 clusters Score -1281932 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1282487.750000 Penalty: 3092.862549
	Iteration 8F: 3 clusters Score -1282488 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1282989.375000 Penalty: 3092.862549
	Iteration 9Q: 3 clusters Score -1282989 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1283393.750000 Penalty: 3092.862549
	Iteration 10Q: 3 clusters Score -1283394 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1283626.875000 Penalty: 3092.862549
	Iteration 11Q: 3 clusters Score -1283627 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1283778.000000 Penalty: 3092.862549
	Iteration 12Q: 3 clusters Score -1283778 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1283887.125000 Penalty: 3092.862549
	Iteration 13Q: 3 clusters Score -1283887 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1283967.875000 Penalty: 3092.862549
	Iteration 14Q: 3 clusters Score -1283968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1284018.375000 Penalty: 3092.862549
	Iteration 15Q: 3 clusters Score -1284018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1284047.750000 Penalty: 3092.862549
	Iteration 16Q: 3 clusters Score -1284048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1284069.875000 Penalty: 3092.862549
	Iteration 17Q: 3 clusters Score -1284070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1284082.750000 Penalty: 3092.862549
	Iteration 18Q: 3 clusters Score -1284083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1284093.750000 Penalty: 3092.862549
	Iteration 19Q: 3 clusters Score -1284094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1284103.250000 Penalty: 3092.862549
	Iteration 20F: 3 clusters Score -1284103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1284106.625000 Penalty: 3092.862549
	Iteration 21Q: 3 clusters Score -1284107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1284109.625000 Penalty: 3092.862549
	Iteration 22Q: 3 clusters Score -1284110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1284114.125000 Penalty: 3092.862549
	Iteration 23Q: 3 clusters Score -1284114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1284113.875000 Penalty: 3092.862549
	Iteration 24Q: 3 clusters Score -1284114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1284113.875000 Penalty: 3092.862549
	Iteration 25F: 3 clusters Score -1284114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Entering Unmasked Estep 
Score: -1395315.500000 Penalty: 1557.048096
	Iteration 0F: 2 clusters Score -1395316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1385284.625000 Penalty: 3114.096191
	Iteration 0F: 3 clusters Score -1385285 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1388851.875000 Penalty: 3114.096191
	Iteration 1F: 3 clusters Score -1388852 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1389154.000000 Penalty: 3114.096191
	Iteration 2F: 3 clusters Score -1389154 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1389436.125000 Penalty: 3114.096191
	Iteration 3Q: 3 clusters Score -1389436 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1389707.250000 Penalty: 3114.096191
	Iteration 4Q: 3 clusters Score -1389707 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1389961.125000 Penalty: 3114.096191
	Iteration 5Q: 3 clusters Score -1389961 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1390163.250000 Penalty: 3114.096191
	Iteration 6Q: 3 clusters Score -1390163 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1390374.375000 Penalty: 3114.096191
	Iteration 7Q: 3 clusters Score -1390374 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1390575.000000 Penalty: 3114.096191
	Iteration 8Q: 3 clusters Score -1390575 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1390768.500000 Penalty: 3114.096191
	Iteration 9Q: 3 clusters Score -1390768 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1390956.125000 Penalty: 3114.096191
	Iteration 10Q: 3 clusters Score -1390956 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1391140.000000 Penalty: 3114.096191
	Iteration 11Q: 3 clusters Score -1391140 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1391332.000000 Penalty: 3114.096191
	Iteration 12Q: 3 clusters Score -1391332 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1391541.750000 Penalty: 3114.096191
	Iteration 13Q: 3 clusters Score -1391542 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1391819.750000 Penalty: 3114.096191
	Iteration 14Q: 3 clusters Score -1391820 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1392101.875000 Penalty: 3114.096191
	Iteration 15Q: 3 clusters Score -1392102 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1392389.875000 Penalty: 3114.096191
	Iteration 16Q: 3 clusters Score -1392390 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1392628.250000 Penalty: 3114.096191
	Iteration 17Q: 3 clusters Score -1392628 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1392776.500000 Penalty: 3114.096191
	Iteration 18Q: 3 clusters Score -1392776 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1392867.625000 Penalty: 3114.096191
	Iteration 19Q: 3 clusters Score -1392868 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1392918.000000 Penalty: 3114.096191
	Iteration 20F: 3 clusters Score -1392918 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1392954.500000 Penalty: 3114.096191
	Iteration 21Q: 3 clusters Score -1392954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1392981.000000 Penalty: 3114.096191
	Iteration 22Q: 3 clusters Score -1392981 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1393012.250000 Penalty: 3114.096191
	Iteration 23Q: 3 clusters Score -1393012 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1393033.250000 Penalty: 3114.096191
	Iteration 24Q: 3 clusters Score -1393033 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1393037.750000 Penalty: 3114.096191
	Iteration 25Q: 3 clusters Score -1393038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1393052.625000 Penalty: 3114.096191
	Iteration 26Q: 3 clusters Score -1393053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1393063.375000 Penalty: 3114.096191
	Iteration 27Q: 3 clusters Score -1393063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1393070.375000 Penalty: 3114.096191
	Iteration 28Q: 3 clusters Score -1393070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1393073.750000 Penalty: 3114.096191
	Iteration 29Q: 3 clusters Score -1393074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1393081.375000 Penalty: 3114.096191
	Iteration 30Q: 3 clusters Score -1393081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1393088.000000 Penalty: 3114.096191
	Iteration 31Q: 3 clusters Score -1393088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1393097.875000 Penalty: 3114.096191
	Iteration 32Q: 3 clusters Score -1393098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1393099.750000 Penalty: 3114.096191
	Iteration 33Q: 3 clusters Score -1393100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1393103.000000 Penalty: 3114.096191
	Iteration 34Q: 3 clusters Score -1393103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1393112.375000 Penalty: 3114.096191
	Iteration 35Q: 3 clusters Score -1393112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1393117.375000 Penalty: 3114.096191
	Iteration 36Q: 3 clusters Score -1393117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1393123.000000 Penalty: 3114.096191
	Iteration 37Q: 3 clusters Score -1393123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1393122.500000 Penalty: 3114.096191
	Iteration 38Q: 3 clusters Score -1393122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1393131.375000 Penalty: 3114.096191
	Iteration 39Q: 3 clusters Score -1393131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1393140.375000 Penalty: 3114.096191
	Iteration 40F: 3 clusters Score -1393140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1393146.750000 Penalty: 3114.096191
	Iteration 41Q: 3 clusters Score -1393147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1393155.125000 Penalty: 3114.096191
	Iteration 42Q: 3 clusters Score -1393155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1393167.125000 Penalty: 3114.096191
	Iteration 43Q: 3 clusters Score -1393167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1393161.500000 Penalty: 3114.096191
	Iteration 44Q: 3 clusters Score -1393162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1393168.125000 Penalty: 3114.096191
	Iteration 45Q: 3 clusters Score -1393168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1393168.125000 Penalty: 3114.096191
	Iteration 46Q: 3 clusters Score -1393168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1393168.625000 Penalty: 3114.096191
	Iteration 47Q: 3 clusters Score -1393169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1393176.375000 Penalty: 3114.096191
	Iteration 48Q: 3 clusters Score -1393176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1393173.625000 Penalty: 3114.096191
	Iteration 49Q: 3 clusters Score -1393174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1393176.375000 Penalty: 3114.096191
	Iteration 50Q: 3 clusters Score -1393176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1393179.375000 Penalty: 3114.096191
	Iteration 51Q: 3 clusters Score -1393179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1393181.875000 Penalty: 3114.096191
	Iteration 52Q: 3 clusters Score -1393182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1393181.500000 Penalty: 3114.096191
	Iteration 53Q: 3 clusters Score -1393182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1393179.375000 Penalty: 3114.096191
	Iteration 54Q: 3 clusters Score -1393179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1393183.250000 Penalty: 3114.096191
	Iteration 55Q: 3 clusters Score -1393183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1393183.000000 Penalty: 3114.096191
	Iteration 56Q: 3 clusters Score -1393183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1393186.875000 Penalty: 3114.096191
	Iteration 57Q: 3 clusters Score -1393187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1393189.750000 Penalty: 3114.096191
	Iteration 58Q: 3 clusters Score -1393190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1393189.375000 Penalty: 3114.096191
	Iteration 59Q: 3 clusters Score -1393189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1393186.375000 Penalty: 3114.096191
	Iteration 60F: 3 clusters Score -1393186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1393183.375000 Penalty: 3114.096191
	Iteration 61Q: 3 clusters Score -1393183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1393185.375000 Penalty: 3114.096191
	Iteration 62Q: 3 clusters Score -1393185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1393187.000000 Penalty: 3114.096191
	Iteration 63Q: 3 clusters Score -1393187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1393189.500000 Penalty: 3114.096191
	Iteration 64Q: 3 clusters Score -1393190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1393190.375000 Penalty: 3114.096191
	Iteration 65Q: 3 clusters Score -1393190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1393185.875000 Penalty: 3114.096191
	Iteration 66Q: 3 clusters Score -1393186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1393186.625000 Penalty: 3114.096191
	Iteration 67Q: 3 clusters Score -1393187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1393186.500000 Penalty: 3114.096191
	Iteration 68Q: 3 clusters Score -1393186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1393187.750000 Penalty: 3114.096191
	Iteration 69Q: 3 clusters Score -1393188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1393192.000000 Penalty: 3114.096191
	Iteration 70Q: 3 clusters Score -1393192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1393187.250000 Penalty: 3114.096191
	Iteration 71Q: 3 clusters Score -1393187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1393187.500000 Penalty: 3114.096191
	Iteration 72Q: 3 clusters Score -1393188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1393194.000000 Penalty: 3114.096191
	Iteration 73Q: 3 clusters Score -1393194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1393192.250000 Penalty: 3114.096191
	Iteration 74Q: 3 clusters Score -1393192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1393192.375000 Penalty: 3114.096191
	Iteration 75Q: 3 clusters Score -1393192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1393194.250000 Penalty: 3114.096191
	Iteration 76Q: 3 clusters Score -1393194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1393193.375000 Penalty: 3114.096191
	Iteration 77Q: 3 clusters Score -1393193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1393198.375000 Penalty: 3114.096191
	Iteration 78Q: 3 clusters Score -1393198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1393198.375000 Penalty: 3114.096191
	Iteration 79Q: 3 clusters Score -1393198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1393203.125000 Penalty: 3114.096191
	Iteration 80F: 3 clusters Score -1393203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1393208.750000 Penalty: 3114.096191
	Iteration 81Q: 3 clusters Score -1393209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1393209.000000 Penalty: 3114.096191
	Iteration 82Q: 3 clusters Score -1393209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1393211.625000 Penalty: 3114.096191
	Iteration 83Q: 3 clusters Score -1393212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1393212.250000 Penalty: 3114.096191
	Iteration 84Q: 3 clusters Score -1393212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1393214.125000 Penalty: 3114.096191
	Iteration 85Q: 3 clusters Score -1393214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1393216.000000 Penalty: 3114.096191
	Iteration 86Q: 3 clusters Score -1393216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1393213.250000 Penalty: 3114.096191
	Iteration 87Q: 3 clusters Score -1393213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1393218.500000 Penalty: 3114.096191
	Iteration 88Q: 3 clusters Score -1393218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1393219.500000 Penalty: 3114.096191
	Iteration 89Q: 3 clusters Score -1393220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1393219.750000 Penalty: 3114.096191
	Iteration 90Q: 3 clusters Score -1393220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1393218.875000 Penalty: 3114.096191
	Iteration 91Q: 3 clusters Score -1393219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1393217.875000 Penalty: 3114.096191
	Iteration 92Q: 3 clusters Score -1393218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1393218.750000 Penalty: 3114.096191
	Iteration 93Q: 3 clusters Score -1393219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1393217.875000 Penalty: 3114.096191
	Iteration 94Q: 3 clusters Score -1393218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1393217.000000 Penalty: 3114.096191
	Iteration 95Q: 3 clusters Score -1393217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1393219.625000 Penalty: 3114.096191
	Iteration 96Q: 3 clusters Score -1393220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1393218.875000 Penalty: 3114.096191
	Iteration 97Q: 3 clusters Score -1393219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1393220.375000 Penalty: 3114.096191
	Iteration 98Q: 3 clusters Score -1393220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1393222.125000 Penalty: 3114.096191
	Iteration 99Q: 3 clusters Score -1393222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1393220.625000 Penalty: 3114.096191
	Iteration 100F: 3 clusters Score -1393221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1393221.625000 Penalty: 3114.096191
	Iteration 101Q: 3 clusters Score -1393222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1393221.750000 Penalty: 3114.096191
	Iteration 102Q: 3 clusters Score -1393222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1393220.375000 Penalty: 3114.096191
	Iteration 103Q: 3 clusters Score -1393220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1393221.625000 Penalty: 3114.096191
	Iteration 104Q: 3 clusters Score -1393222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1393221.625000 Penalty: 3114.096191
	Iteration 105F: 3 clusters Score -1393222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -222910.046875 Penalty: 1261.145142
	Iteration 0F: 2 clusters Score -222910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -220588.968750 Penalty: 2522.290283
	Iteration 0F: 3 clusters Score -220589 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -221133.296875 Penalty: 2522.290283
	Iteration 1F: 3 clusters Score -221133.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -221238.875000 Penalty: 2522.290283
	Iteration 2F: 3 clusters Score -221238.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -221288.171875 Penalty: 2522.290283
	Iteration 3Q: 3 clusters Score -221288.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -221325.953125 Penalty: 2522.290283
	Iteration 4Q: 3 clusters Score -221326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -221351.296875 Penalty: 2522.290283
	Iteration 5Q: 3 clusters Score -221351.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -221369.312500 Penalty: 2522.290283
	Iteration 6Q: 3 clusters Score -221369.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -221384.531250 Penalty: 2522.290283
	Iteration 7Q: 3 clusters Score -221384.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -221396.468750 Penalty: 2522.290283
	Iteration 8Q: 3 clusters Score -221396.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -221403.640625 Penalty: 2522.290283
	Iteration 9Q: 3 clusters Score -221403.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -221413.578125 Penalty: 2522.290283
	Iteration 10Q: 3 clusters Score -221413.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -221418.625000 Penalty: 2522.290283
	Iteration 11Q: 3 clusters Score -221418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -221422.000000 Penalty: 2522.290283
	Iteration 12Q: 3 clusters Score -221422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -221425.531250 Penalty: 2522.290283
	Iteration 13Q: 3 clusters Score -221425.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -221429.031250 Penalty: 2522.290283
	Iteration 14Q: 3 clusters Score -221429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -221432.468750 Penalty: 2522.290283
	Iteration 15Q: 3 clusters Score -221432.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -221434.421875 Penalty: 2522.290283
	Iteration 16Q: 3 clusters Score -221434.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -221437.515625 Penalty: 2522.290283
	Iteration 17Q: 3 clusters Score -221437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -221438.578125 Penalty: 2522.290283
	Iteration 18Q: 3 clusters Score -221438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -221440.453125 Penalty: 2522.290283
	Iteration 19Q: 3 clusters Score -221440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -221441.421875 Penalty: 2522.290283
	Iteration 20F: 3 clusters Score -221441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -221442.687500 Penalty: 2522.290283
	Iteration 21Q: 3 clusters Score -221442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -221443.359375 Penalty: 2522.290283
	Iteration 22Q: 3 clusters Score -221443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -221443.937500 Penalty: 2522.290283
	Iteration 23Q: 3 clusters Score -221443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -221443.937500 Penalty: 2522.290283
	Iteration 24F: 3 clusters Score -221443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -327087.125000 Penalty: 1338.289062
	Iteration 0F: 2 clusters Score -327087.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -323892.281250 Penalty: 2676.578125
	Iteration 0F: 3 clusters Score -323892.3 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -324749.375000 Penalty: 2676.578125
	Iteration 1F: 3 clusters Score -324749.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -324953.562500 Penalty: 2676.578125
	Iteration 2F: 3 clusters Score -324953.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -325081.343750 Penalty: 2676.578125
	Iteration 3F: 3 clusters Score -325081.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -325175.875000 Penalty: 2676.578125
	Iteration 4Q: 3 clusters Score -325175.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -325267.562500 Penalty: 2676.578125
	Iteration 5Q: 3 clusters Score -325267.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -325333.812500 Penalty: 2676.578125
	Iteration 6Q: 3 clusters Score -325333.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -325395.625000 Penalty: 2676.578125
	Iteration 7Q: 3 clusters Score -325395.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -325453.781250 Penalty: 2676.578125
	Iteration 8Q: 3 clusters Score -325453.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -325521.437500 Penalty: 2676.578125
	Iteration 9Q: 3 clusters Score -325521.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -325593.218750 Penalty: 2676.578125
	Iteration 10Q: 3 clusters Score -325593.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -325656.718750 Penalty: 2676.578125
	Iteration 11Q: 3 clusters Score -325656.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -325707.093750 Penalty: 2676.578125
	Iteration 12Q: 3 clusters Score -325707.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -325759.531250 Penalty: 2676.578125
	Iteration 13Q: 3 clusters Score -325759.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -325818.343750 Penalty: 2676.578125
	Iteration 14Q: 3 clusters Score -325818.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -325877.531250 Penalty: 2676.578125
	Iteration 15Q: 3 clusters Score -325877.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -325921.500000 Penalty: 2676.578125
	Iteration 16Q: 3 clusters Score -325921.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -325965.000000 Penalty: 2676.578125
	Iteration 17Q: 3 clusters Score -325965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -326005.093750 Penalty: 2676.578125
	Iteration 18Q: 3 clusters Score -326005.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -326031.187500 Penalty: 2676.578125
	Iteration 19Q: 3 clusters Score -326031.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -326049.968750 Penalty: 2676.578125
	Iteration 20F: 3 clusters Score -326050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -326064.875000 Penalty: 2676.578125
	Iteration 21Q: 3 clusters Score -326064.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -326078.500000 Penalty: 2676.578125
	Iteration 22Q: 3 clusters Score -326078.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -326095.656250 Penalty: 2676.578125
	Iteration 23Q: 3 clusters Score -326095.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -326120.875000 Penalty: 2676.578125
	Iteration 24Q: 3 clusters Score -326120.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -326149.093750 Penalty: 2676.578125
	Iteration 25Q: 3 clusters Score -326149.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -326168.781250 Penalty: 2676.578125
	Iteration 26Q: 3 clusters Score -326168.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -326177.750000 Penalty: 2676.578125
	Iteration 27Q: 3 clusters Score -326177.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -326186.562500 Penalty: 2676.578125
	Iteration 28Q: 3 clusters Score -326186.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -326194.187500 Penalty: 2676.578125
	Iteration 29Q: 3 clusters Score -326194.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -326201.468750 Penalty: 2676.578125
	Iteration 30Q: 3 clusters Score -326201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -326206.062500 Penalty: 2676.578125
	Iteration 31Q: 3 clusters Score -326206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -326207.781250 Penalty: 2676.578125
	Iteration 32Q: 3 clusters Score -326207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -326211.468750 Penalty: 2676.578125
	Iteration 33Q: 3 clusters Score -326211.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -326214.250000 Penalty: 2676.578125
	Iteration 34Q: 3 clusters Score -326214.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -326216.656250 Penalty: 2676.578125
	Iteration 35Q: 3 clusters Score -326216.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -326218.812500 Penalty: 2676.578125
	Iteration 36Q: 3 clusters Score -326218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -326219.187500 Penalty: 2676.578125
	Iteration 37Q: 3 clusters Score -326219.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -326219.187500 Penalty: 2676.578125
	Iteration 38F: 3 clusters Score -326219.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Entering Unmasked Estep 
Score: -4278772.500000 Penalty: 1738.438843
	Iteration 0F: 2 clusters Score -4278772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -4249014.500000 Penalty: 3476.877686
	Iteration 0F: 3 clusters Score -4249014 nChanged 20734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -4260520.500000 Penalty: 3476.877686
	Iteration 1F: 3 clusters Score -4260520 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -4260919.000000 Penalty: 3476.877686
	Iteration 2Q: 3 clusters Score -4260919 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4261323.500000 Penalty: 3476.877686
	Iteration 3Q: 3 clusters Score -4261324 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -4261766.500000 Penalty: 3476.877686
	Iteration 4Q: 3 clusters Score -4261766 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -4262343.500000 Penalty: 3476.877686
	Iteration 5Q: 3 clusters Score -4262344 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -4263208.500000 Penalty: 3476.877686
	Iteration 6Q: 3 clusters Score -4263208 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -4264632.500000 Penalty: 3476.877686
	Iteration 7F: 3 clusters Score -4264632 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4266770.500000 Penalty: 3476.877686
	Iteration 8F: 3 clusters Score -4266770 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -4269603.000000 Penalty: 3476.877686
	Iteration 9F: 3 clusters Score -4269603 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -4272641.000000 Penalty: 3476.877686
	Iteration 10F: 3 clusters Score -4272641 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -4274941.000000 Penalty: 3476.877686
	Iteration 11F: 3 clusters Score -4274941 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -4276284.500000 Penalty: 3476.877686
	Iteration 12Q: 3 clusters Score -4276284 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -4276828.500000 Penalty: 3476.877686
	Iteration 13Q: 3 clusters Score -4276828 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -4277023.500000 Penalty: 3476.877686
	Iteration 14Q: 3 clusters Score -4277024 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -4277125.500000 Penalty: 3476.877686
	Iteration 15Q: 3 clusters Score -4277126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -4277195.000000 Penalty: 3476.877686
	Iteration 16Q: 3 clusters Score -4277195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -4277246.000000 Penalty: 3476.877686
	Iteration 17Q: 3 clusters Score -4277246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -4277276.500000 Penalty: 3476.877686
	Iteration 18Q: 3 clusters Score -4277276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -4277303.500000 Penalty: 3476.877686
	Iteration 19Q: 3 clusters Score -4277304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -4277320.500000 Penalty: 3476.877686
	Iteration 20F: 3 clusters Score -4277320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -4277337.500000 Penalty: 3476.877686
	Iteration 21Q: 3 clusters Score -4277338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -4277342.500000 Penalty: 3476.877686
	Iteration 22Q: 3 clusters Score -4277342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -4277348.500000 Penalty: 3476.877686
	Iteration 23Q: 3 clusters Score -4277348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -4277352.500000 Penalty: 3476.877686
	Iteration 24Q: 3 clusters Score -4277352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -4277353.000000 Penalty: 3476.877686
	Iteration 25Q: 3 clusters Score -4277353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -4277353.000000 Penalty: 3476.877686
	Iteration 26F: 3 clusters Score -4277353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1131440.500000 Penalty: 1522.831055
	Iteration 0F: 2 clusters Score -1131440 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 5783 members 
Entering Unmasked Estep 
Score: -1123178.875000 Penalty: 3045.662109
	Iteration 0F: 3 clusters Score -1123179 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1125932.875000 Penalty: 3045.662109
	Iteration 1F: 3 clusters Score -1125933 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1126239.000000 Penalty: 3045.662109
	Iteration 2F: 3 clusters Score -1126239 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1126477.250000 Penalty: 3045.662109
	Iteration 3Q: 3 clusters Score -1126477 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1126705.375000 Penalty: 3045.662109
	Iteration 4Q: 3 clusters Score -1126705 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1126955.125000 Penalty: 3045.662109
	Iteration 5Q: 3 clusters Score -1126955 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1127220.125000 Penalty: 3045.662109
	Iteration 6Q: 3 clusters Score -1127220 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1127495.125000 Penalty: 3045.662109
	Iteration 7Q: 3 clusters Score -1127495 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1127806.875000 Penalty: 3045.662109
	Iteration 8Q: 3 clusters Score -1127807 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1128148.000000 Penalty: 3045.662109
	Iteration 9Q: 3 clusters Score -1128148 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1128527.250000 Penalty: 3045.662109
	Iteration 10Q: 3 clusters Score -1128527 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1128907.250000 Penalty: 3045.662109
	Iteration 11Q: 3 clusters Score -1128907 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1129233.750000 Penalty: 3045.662109
	Iteration 12Q: 3 clusters Score -1129234 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1129492.625000 Penalty: 3045.662109
	Iteration 13Q: 3 clusters Score -1129493 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1129696.500000 Penalty: 3045.662109
	Iteration 14Q: 3 clusters Score -1129696 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1129810.500000 Penalty: 3045.662109
	Iteration 15Q: 3 clusters Score -1129810 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1129895.750000 Penalty: 3045.662109
	Iteration 16Q: 3 clusters Score -1129896 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1129959.500000 Penalty: 3045.662109
	Iteration 17Q: 3 clusters Score -1129960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1130005.500000 Penalty: 3045.662109
	Iteration 18Q: 3 clusters Score -1130006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1130039.875000 Penalty: 3045.662109
	Iteration 19Q: 3 clusters Score -1130040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1130071.750000 Penalty: 3045.662109
	Iteration 20F: 3 clusters Score -1130072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1130090.125000 Penalty: 3045.662109
	Iteration 21Q: 3 clusters Score -1130090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1130102.750000 Penalty: 3045.662109
	Iteration 22Q: 3 clusters Score -1130103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1130111.750000 Penalty: 3045.662109
	Iteration 23Q: 3 clusters Score -1130112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1130116.000000 Penalty: 3045.662109
	Iteration 24Q: 3 clusters Score -1130116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1130120.125000 Penalty: 3045.662109
	Iteration 25Q: 3 clusters Score -1130120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1130130.375000 Penalty: 3045.662109
	Iteration 26Q: 3 clusters Score -1130130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1130137.750000 Penalty: 3045.662109
	Iteration 27Q: 3 clusters Score -1130138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1130145.000000 Penalty: 3045.662109
	Iteration 28Q: 3 clusters Score -1130145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1130148.500000 Penalty: 3045.662109
	Iteration 29Q: 3 clusters Score -1130148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1130150.375000 Penalty: 3045.662109
	Iteration 30Q: 3 clusters Score -1130150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1130150.375000 Penalty: 3045.662109
	Iteration 31F: 3 clusters Score -1130150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (122719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122719 members 
Entering Unmasked Estep 
Score: -11787508.000000 Penalty: 1904.118530
	Iteration 0F: 2 clusters Score -1.178751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61278 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -11705577.000000 Penalty: 3808.237061
	Iteration 0F: 3 clusters Score -1.170558e+07 nChanged 58943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -11739864.000000 Penalty: 3808.237061
	Iteration 1F: 3 clusters Score -1.173986e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -11740748.000000 Penalty: 3808.237061
	Iteration 2Q: 3 clusters Score -1.174075e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -11741913.000000 Penalty: 3808.237061
	Iteration 3Q: 3 clusters Score -1.174191e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -11743712.000000 Penalty: 3808.237061
	Iteration 4Q: 3 clusters Score -1.174371e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -11745936.000000 Penalty: 3808.237061
	Iteration 5Q: 3 clusters Score -1.174594e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -11749242.000000 Penalty: 3808.237061
	Iteration 6F: 3 clusters Score -1.174924e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 74703 members 
Entering Unmasked Estep 
Score: -11753852.000000 Penalty: 3808.237061
	Iteration 7F: 3 clusters Score -1.175385e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -11759478.000000 Penalty: 3808.237061
	Iteration 8F: 3 clusters Score -1.175948e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 83412 members 
Entering Unmasked Estep 
Score: -11765270.000000 Penalty: 3808.237061
	Iteration 9F: 3 clusters Score -1.176527e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -11769997.000000 Penalty: 3808.237061
	Iteration 10F: 3 clusters Score -1.177e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -11772539.000000 Penalty: 3808.237061
	Iteration 11Q: 3 clusters Score -1.177254e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 91742 members 
Entering Unmasked Estep 
Score: -11774157.000000 Penalty: 3808.237061
	Iteration 12Q: 3 clusters Score -1.177416e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -11775439.000000 Penalty: 3808.237061
	Iteration 13Q: 3 clusters Score -1.177544e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -11776506.000000 Penalty: 3808.237061
	Iteration 14Q: 3 clusters Score -1.177651e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 97602 members 
Entering Unmasked Estep 
Score: -11777378.000000 Penalty: 3808.237061
	Iteration 15Q: 3 clusters Score -1.177738e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 99275 members 
Entering Unmasked Estep 
Score: -11778079.000000 Penalty: 3808.237061
	Iteration 16Q: 3 clusters Score -1.177808e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -11778742.000000 Penalty: 3808.237061
	Iteration 17Q: 3 clusters Score -1.177874e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 102529 members 
Entering Unmasked Estep 
Score: -11779397.000000 Penalty: 3808.237061
	Iteration 18Q: 3 clusters Score -1.17794e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 104137 members 
Entering Unmasked Estep 
Score: -11779904.000000 Penalty: 3808.237061
	Iteration 19Q: 3 clusters Score -1.17799e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -11780463.000000 Penalty: 3808.237061
	Iteration 20F: 3 clusters Score -1.178046e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 107212 members 
Entering Unmasked Estep 
Score: -11781023.000000 Penalty: 3808.237061
	Iteration 21Q: 3 clusters Score -1.178102e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 108701 members 
Entering Unmasked Estep 
Score: -11781605.000000 Penalty: 3808.237061
	Iteration 22Q: 3 clusters Score -1.17816e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 110111 members 
Entering Unmasked Estep 
Score: -11782170.000000 Penalty: 3808.237061
	Iteration 23Q: 3 clusters Score -1.178217e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 111469 members 
Entering Unmasked Estep 
Score: -11782731.000000 Penalty: 3808.237061
	Iteration 24Q: 3 clusters Score -1.178273e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 112719 members 
Entering Unmasked Estep 
Score: -11783256.000000 Penalty: 3808.237061
	Iteration 25Q: 3 clusters Score -1.178326e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 113870 members 
Entering Unmasked Estep 
Score: -11783764.000000 Penalty: 3808.237061
	Iteration 26Q: 3 clusters Score -1.178376e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 114921 members 
Entering Unmasked Estep 
Score: -11784248.000000 Penalty: 3808.237061
	Iteration 27Q: 3 clusters Score -1.178425e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 115879 members 
Entering Unmasked Estep 
Score: -11784670.000000 Penalty: 3808.237061
	Iteration 28Q: 3 clusters Score -1.178467e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 116664 members 
Entering Unmasked Estep 
Score: -11785087.000000 Penalty: 3808.237061
	Iteration 29Q: 3 clusters Score -1.178509e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 117355 members 
Entering Unmasked Estep 
Score: -11785461.000000 Penalty: 3808.237061
	Iteration 30Q: 3 clusters Score -1.178546e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 117889 members 
Entering Unmasked Estep 
Score: -11785816.000000 Penalty: 3808.237061
	Iteration 31Q: 3 clusters Score -1.178582e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 118327 members 
Entering Unmasked Estep 
Score: -11786127.000000 Penalty: 3808.237061
	Iteration 32Q: 3 clusters Score -1.178613e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 118700 members 
Entering Unmasked Estep 
Score: -11786412.000000 Penalty: 3808.237061
	Iteration 33Q: 3 clusters Score -1.178641e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 118996 members 
Entering Unmasked Estep 
Score: -11786601.000000 Penalty: 3808.237061
	Iteration 34Q: 3 clusters Score -1.17866e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 119221 members 
Entering Unmasked Estep 
Score: -11786706.000000 Penalty: 3808.237061
	Iteration 35Q: 3 clusters Score -1.178671e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 119378 members 
Entering Unmasked Estep 
Score: -11786763.000000 Penalty: 3808.237061
	Iteration 36Q: 3 clusters Score -1.178676e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 119498 members 
Entering Unmasked Estep 
Score: -11786799.000000 Penalty: 3808.237061
	Iteration 37Q: 3 clusters Score -1.17868e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 119612 members 
Entering Unmasked Estep 
Score: -11786840.000000 Penalty: 3808.237061
	Iteration 38Q: 3 clusters Score -1.178684e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 119701 members 
Entering Unmasked Estep 
Score: -11786872.000000 Penalty: 3808.237061
	Iteration 39Q: 3 clusters Score -1.178687e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 119781 members 
Entering Unmasked Estep 
Score: -11786893.000000 Penalty: 3808.237061
	Iteration 40F: 3 clusters Score -1.178689e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 119840 members 
Entering Unmasked Estep 
Score: -11786885.000000 Penalty: 3808.237061
	Iteration 41Q: 3 clusters Score -1.178688e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 119894 members 
Entering Unmasked Estep 
Score: -11786900.000000 Penalty: 3808.237061
	Iteration 42Q: 3 clusters Score -1.17869e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 119939 members 
Entering Unmasked Estep 
Score: -11786914.000000 Penalty: 3808.237061
	Iteration 43Q: 3 clusters Score -1.178691e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 119977 members 
Entering Unmasked Estep 
Score: -11786918.000000 Penalty: 3808.237061
	Iteration 44Q: 3 clusters Score -1.178692e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 120011 members 
Entering Unmasked Estep 
Score: -11786904.000000 Penalty: 3808.237061
	Iteration 45Q: 3 clusters Score -1.17869e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 120035 members 
Entering Unmasked Estep 
Score: -11786901.000000 Penalty: 3808.237061
	Iteration 46Q: 3 clusters Score -1.17869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -11786903.000000 Penalty: 3808.237061
	Iteration 47Q: 3 clusters Score -1.17869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -11786903.000000 Penalty: 3808.237061
	Iteration 48Q: 3 clusters Score -1.17869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 120087 members 
Entering Unmasked Estep 
Score: -11786904.000000 Penalty: 3808.237061
	Iteration 49Q: 3 clusters Score -1.17869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 120100 members 
Entering Unmasked Estep 
Score: -11786885.000000 Penalty: 3808.237061
	Iteration 50Q: 3 clusters Score -1.178688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 120115 members 
Entering Unmasked Estep 
Score: -11786905.000000 Penalty: 3808.237061
	Iteration 51Q: 3 clusters Score -1.17869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 120134 members 
Entering Unmasked Estep 
Score: -11786918.000000 Penalty: 3808.237061
	Iteration 52Q: 3 clusters Score -1.178692e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 120152 members 
Entering Unmasked Estep 
Score: -11786922.000000 Penalty: 3808.237061
	Iteration 53Q: 3 clusters Score -1.178692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 120167 members 
Entering Unmasked Estep 
Score: -11786920.000000 Penalty: 3808.237061
	Iteration 54Q: 3 clusters Score -1.178692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 120177 members 
Entering Unmasked Estep 
Score: -11786918.000000 Penalty: 3808.237061
	Iteration 55Q: 3 clusters Score -1.178692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 120191 members 
Entering Unmasked Estep 
Score: -11786931.000000 Penalty: 3808.237061
	Iteration 56Q: 3 clusters Score -1.178693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 120198 members 
Entering Unmasked Estep 
Score: -11786945.000000 Penalty: 3808.237061
	Iteration 57Q: 3 clusters Score -1.178694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 120201 members 
Entering Unmasked Estep 
Score: -11786941.000000 Penalty: 3808.237061
	Iteration 58Q: 3 clusters Score -1.178694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 120204 members 
Entering Unmasked Estep 
Score: -11786938.000000 Penalty: 3808.237061
	Iteration 59Q: 3 clusters Score -1.178694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 120206 members 
Entering Unmasked Estep 
Score: -11786948.000000 Penalty: 3808.237061
	Iteration 60F: 3 clusters Score -1.178695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 120208 members 
Entering Unmasked Estep 
Score: -11786949.000000 Penalty: 3808.237061
	Iteration 61Q: 3 clusters Score -1.178695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 120210 members 
Entering Unmasked Estep 
Score: -11786952.000000 Penalty: 3808.237061
	Iteration 62Q: 3 clusters Score -1.178695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 120214 members 
Entering Unmasked Estep 
Score: -11786952.000000 Penalty: 3808.237061
	Iteration 63Q: 3 clusters Score -1.178695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 120218 members 
Entering Unmasked Estep 
Score: -11786954.000000 Penalty: 3808.237061
	Iteration 64Q: 3 clusters Score -1.178695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 120222 members 
Entering Unmasked Estep 
Score: -11786956.000000 Penalty: 3808.237061
	Iteration 65Q: 3 clusters Score -1.178696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 120227 members 
Entering Unmasked Estep 
Score: -11786945.000000 Penalty: 3808.237061
	Iteration 66Q: 3 clusters Score -1.178694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -11786952.000000 Penalty: 3808.237061
	Iteration 67Q: 3 clusters Score -1.178695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 120238 members 
Entering Unmasked Estep 
Score: -11786953.000000 Penalty: 3808.237061
	Iteration 68Q: 3 clusters Score -1.178695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 120242 members 
Entering Unmasked Estep 
Score: -11786951.000000 Penalty: 3808.237061
	Iteration 69Q: 3 clusters Score -1.178695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 120243 members 
Entering Unmasked Estep 
Score: -11786950.000000 Penalty: 3808.237061
	Iteration 70Q: 3 clusters Score -1.178695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 120247 members 
Entering Unmasked Estep 
Score: -11786949.000000 Penalty: 3808.237061
	Iteration 71Q: 3 clusters Score -1.178695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -11786956.000000 Penalty: 3808.237061
	Iteration 72Q: 3 clusters Score -1.178696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 120251 members 
Entering Unmasked Estep 
Score: -11786960.000000 Penalty: 3808.237061
	Iteration 73Q: 3 clusters Score -1.178696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 120253 members 
Entering Unmasked Estep 
Score: -11786967.000000 Penalty: 3808.237061
	Iteration 74Q: 3 clusters Score -1.178697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 120256 members 
Entering Unmasked Estep 
Score: -11786963.000000 Penalty: 3808.237061
	Iteration 75Q: 3 clusters Score -1.178696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 120255 members 
Entering Unmasked Estep 
Score: -11786966.000000 Penalty: 3808.237061
	Iteration 76Q: 3 clusters Score -1.178697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 120256 members 
Entering Unmasked Estep 
Score: -11786972.000000 Penalty: 3808.237061
	Iteration 77Q: 3 clusters Score -1.178697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 120256 members 
Entering Unmasked Estep 
Score: -11786972.000000 Penalty: 3808.237061
	Iteration 78F: 3 clusters Score -1.178697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Entering Unmasked Estep 
Score: -547917.187500 Penalty: 1403.067993
	Iteration 0F: 2 clusters Score -547917.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -543544.312500 Penalty: 2806.135986
	Iteration 0F: 3 clusters Score -543544.3 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -544801.187500 Penalty: 2806.135986
	Iteration 1F: 3 clusters Score -544801.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -544960.312500 Penalty: 2806.135986
	Iteration 2F: 3 clusters Score -544960.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -545065.812500 Penalty: 2806.135986
	Iteration 3Q: 3 clusters Score -545065.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -545150.750000 Penalty: 2806.135986
	Iteration 4Q: 3 clusters Score -545150.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -545227.812500 Penalty: 2806.135986
	Iteration 5Q: 3 clusters Score -545227.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -545282.250000 Penalty: 2806.135986
	Iteration 6Q: 3 clusters Score -545282.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -545333.625000 Penalty: 2806.135986
	Iteration 7Q: 3 clusters Score -545333.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -545382.562500 Penalty: 2806.135986
	Iteration 8Q: 3 clusters Score -545382.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -545440.312500 Penalty: 2806.135986
	Iteration 9Q: 3 clusters Score -545440.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -545508.562500 Penalty: 2806.135986
	Iteration 10Q: 3 clusters Score -545508.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -545598.937500 Penalty: 2806.135986
	Iteration 11Q: 3 clusters Score -545598.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -545688.437500 Penalty: 2806.135986
	Iteration 12Q: 3 clusters Score -545688.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -545778.937500 Penalty: 2806.135986
	Iteration 13Q: 3 clusters Score -545778.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -545883.562500 Penalty: 2806.135986
	Iteration 14Q: 3 clusters Score -545883.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -545988.375000 Penalty: 2806.135986
	Iteration 15Q: 3 clusters Score -545988.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -546094.875000 Penalty: 2806.135986
	Iteration 16Q: 3 clusters Score -546094.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -546205.687500 Penalty: 2806.135986
	Iteration 17Q: 3 clusters Score -546205.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -546328.000000 Penalty: 2806.135986
	Iteration 18Q: 3 clusters Score -546328 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -546439.000000 Penalty: 2806.135986
	Iteration 19Q: 3 clusters Score -546439 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -546517.562500 Penalty: 2806.135986
	Iteration 20F: 3 clusters Score -546517.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -546572.750000 Penalty: 2806.135986
	Iteration 21Q: 3 clusters Score -546572.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -546621.937500 Penalty: 2806.135986
	Iteration 22Q: 3 clusters Score -546621.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -546655.437500 Penalty: 2806.135986
	Iteration 23Q: 3 clusters Score -546655.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -546683.312500 Penalty: 2806.135986
	Iteration 24Q: 3 clusters Score -546683.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -546698.750000 Penalty: 2806.135986
	Iteration 25Q: 3 clusters Score -546698.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -546709.250000 Penalty: 2806.135986
	Iteration 26Q: 3 clusters Score -546709.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -546722.562500 Penalty: 2806.135986
	Iteration 27Q: 3 clusters Score -546722.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -546727.125000 Penalty: 2806.135986
	Iteration 28Q: 3 clusters Score -546727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -546728.812500 Penalty: 2806.135986
	Iteration 29Q: 3 clusters Score -546728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -546732.812500 Penalty: 2806.135986
	Iteration 30Q: 3 clusters Score -546732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -546736.937500 Penalty: 2806.135986
	Iteration 31Q: 3 clusters Score -546736.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -546745.312500 Penalty: 2806.135986
	Iteration 32Q: 3 clusters Score -546745.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -546746.750000 Penalty: 2806.135986
	Iteration 33Q: 3 clusters Score -546746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -546747.625000 Penalty: 2806.135986
	Iteration 34Q: 3 clusters Score -546747.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -546748.625000 Penalty: 2806.135986
	Iteration 35Q: 3 clusters Score -546748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -546753.250000 Penalty: 2806.135986
	Iteration 36Q: 3 clusters Score -546753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -546754.187500 Penalty: 2806.135986
	Iteration 37Q: 3 clusters Score -546754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -546755.812500 Penalty: 2806.135986
	Iteration 38Q: 3 clusters Score -546755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -546755.812500 Penalty: 2806.135986
	Iteration 39F: 3 clusters Score -546755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -760387.062500 Penalty: 1458.642578
	Iteration 0F: 2 clusters Score -760387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -754571.000000 Penalty: 2917.285156
	Iteration 0F: 3 clusters Score -754571 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -756498.562500 Penalty: 2917.285156
	Iteration 1F: 3 clusters Score -756498.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -756881.250000 Penalty: 2917.285156
	Iteration 2F: 3 clusters Score -756881.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -757259.187500 Penalty: 2917.285156
	Iteration 3F: 3 clusters Score -757259.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -757681.375000 Penalty: 2917.285156
	Iteration 4F: 3 clusters Score -757681.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -758145.625000 Penalty: 2917.285156
	Iteration 5F: 3 clusters Score -758145.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -758593.750000 Penalty: 2917.285156
	Iteration 6F: 3 clusters Score -758593.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -758954.125000 Penalty: 2917.285156
	Iteration 7Q: 3 clusters Score -758954.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -759227.000000 Penalty: 2917.285156
	Iteration 8Q: 3 clusters Score -759227 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -759404.750000 Penalty: 2917.285156
	Iteration 9Q: 3 clusters Score -759404.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -759510.250000 Penalty: 2917.285156
	Iteration 10Q: 3 clusters Score -759510.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -759583.312500 Penalty: 2917.285156
	Iteration 11Q: 3 clusters Score -759583.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -759630.187500 Penalty: 2917.285156
	Iteration 12Q: 3 clusters Score -759630.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -759662.125000 Penalty: 2917.285156
	Iteration 13Q: 3 clusters Score -759662.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -759682.312500 Penalty: 2917.285156
	Iteration 14Q: 3 clusters Score -759682.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -759693.875000 Penalty: 2917.285156
	Iteration 15Q: 3 clusters Score -759693.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -759700.000000 Penalty: 2917.285156
	Iteration 16Q: 3 clusters Score -759700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -759703.875000 Penalty: 2917.285156
	Iteration 17Q: 3 clusters Score -759703.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -759707.375000 Penalty: 2917.285156
	Iteration 18Q: 3 clusters Score -759707.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -759711.500000 Penalty: 2917.285156
	Iteration 19Q: 3 clusters Score -759711.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -759712.750000 Penalty: 2917.285156
	Iteration 20F: 3 clusters Score -759712.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -759717.312500 Penalty: 2917.285156
	Iteration 21Q: 3 clusters Score -759717.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -759717.125000 Penalty: 2917.285156
	Iteration 22Q: 3 clusters Score -759717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -759717.187500 Penalty: 2917.285156
	Iteration 23Q: 3 clusters Score -759717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -759717.187500 Penalty: 2917.285156
	Iteration 24F: 3 clusters Score -759717.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -375279.843750 Penalty: 1362.938232
	Iteration 0F: 2 clusters Score -375279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -371685.187500 Penalty: 2725.876465
	Iteration 0F: 3 clusters Score -371685.2 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -372766.968750 Penalty: 2725.876465
	Iteration 1F: 3 clusters Score -372767 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -373073.250000 Penalty: 2725.876465
	Iteration 2F: 3 clusters Score -373073.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -373486.031250 Penalty: 2725.876465
	Iteration 3F: 3 clusters Score -373486 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -373991.500000 Penalty: 2725.876465
	Iteration 4F: 3 clusters Score -373991.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -374284.875000 Penalty: 2725.876465
	Iteration 5F: 3 clusters Score -374284.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -374460.375000 Penalty: 2725.876465
	Iteration 6F: 3 clusters Score -374460.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -374579.437500 Penalty: 2725.876465
	Iteration 7Q: 3 clusters Score -374579.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -374657.156250 Penalty: 2725.876465
	Iteration 8Q: 3 clusters Score -374657.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -374709.125000 Penalty: 2725.876465
	Iteration 9Q: 3 clusters Score -374709.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -374752.000000 Penalty: 2725.876465
	Iteration 10Q: 3 clusters Score -374752 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -374790.937500 Penalty: 2725.876465
	Iteration 11Q: 3 clusters Score -374790.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -374821.812500 Penalty: 2725.876465
	Iteration 12Q: 3 clusters Score -374821.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -374845.250000 Penalty: 2725.876465
	Iteration 13Q: 3 clusters Score -374845.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -374862.968750 Penalty: 2725.876465
	Iteration 14Q: 3 clusters Score -374863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -374882.875000 Penalty: 2725.876465
	Iteration 15Q: 3 clusters Score -374882.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -374899.312500 Penalty: 2725.876465
	Iteration 16Q: 3 clusters Score -374899.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -374917.406250 Penalty: 2725.876465
	Iteration 17Q: 3 clusters Score -374917.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -374939.281250 Penalty: 2725.876465
	Iteration 18Q: 3 clusters Score -374939.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -374964.843750 Penalty: 2725.876465
	Iteration 19Q: 3 clusters Score -374964.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -375003.906250 Penalty: 2725.876465
	Iteration 20F: 3 clusters Score -375003.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -375030.375000 Penalty: 2725.876465
	Iteration 21Q: 3 clusters Score -375030.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -375045.156250 Penalty: 2725.876465
	Iteration 22Q: 3 clusters Score -375045.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -375063.125000 Penalty: 2725.876465
	Iteration 23Q: 3 clusters Score -375063.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -375076.187500 Penalty: 2725.876465
	Iteration 24Q: 3 clusters Score -375076.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -375086.343750 Penalty: 2725.876465
	Iteration 25Q: 3 clusters Score -375086.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -375092.750000 Penalty: 2725.876465
	Iteration 26Q: 3 clusters Score -375092.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -375096.000000 Penalty: 2725.876465
	Iteration 27Q: 3 clusters Score -375096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -375099.875000 Penalty: 2725.876465
	Iteration 28Q: 3 clusters Score -375099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -375100.437500 Penalty: 2725.876465
	Iteration 29Q: 3 clusters Score -375100.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -375100.937500 Penalty: 2725.876465
	Iteration 30Q: 3 clusters Score -375100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -375101.343750 Penalty: 2725.876465
	Iteration 31Q: 3 clusters Score -375101.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -375101.343750 Penalty: 2725.876465
	Iteration 32F: 3 clusters Score -375101.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -2038925.625000 Penalty: 1617.832275
	Iteration 0F: 2 clusters Score -2038926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2024556.375000 Penalty: 3235.664551
	Iteration 0F: 3 clusters Score -2024556 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2029726.875000 Penalty: 3235.664551
	Iteration 1F: 3 clusters Score -2029727 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2030104.375000 Penalty: 3235.664551
	Iteration 2F: 3 clusters Score -2030104 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2030441.000000 Penalty: 3235.664551
	Iteration 3Q: 3 clusters Score -2030441 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2030827.250000 Penalty: 3235.664551
	Iteration 4Q: 3 clusters Score -2030827 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2031292.125000 Penalty: 3235.664551
	Iteration 5Q: 3 clusters Score -2031292 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2031866.000000 Penalty: 3235.664551
	Iteration 6F: 3 clusters Score -2031866 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2032625.625000 Penalty: 3235.664551
	Iteration 7F: 3 clusters Score -2032626 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2033629.250000 Penalty: 3235.664551
	Iteration 8F: 3 clusters Score -2033629 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2034756.875000 Penalty: 3235.664551
	Iteration 9F: 3 clusters Score -2034757 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2035677.500000 Penalty: 3235.664551
	Iteration 10Q: 3 clusters Score -2035678 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2036320.750000 Penalty: 3235.664551
	Iteration 11Q: 3 clusters Score -2036321 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2036681.250000 Penalty: 3235.664551
	Iteration 12Q: 3 clusters Score -2036681 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2036917.625000 Penalty: 3235.664551
	Iteration 13Q: 3 clusters Score -2036918 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2037080.375000 Penalty: 3235.664551
	Iteration 14Q: 3 clusters Score -2037080 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2037182.250000 Penalty: 3235.664551
	Iteration 15Q: 3 clusters Score -2037182 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2037256.375000 Penalty: 3235.664551
	Iteration 16Q: 3 clusters Score -2037256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2037306.250000 Penalty: 3235.664551
	Iteration 17Q: 3 clusters Score -2037306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2037336.750000 Penalty: 3235.664551
	Iteration 18Q: 3 clusters Score -2037337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2037366.500000 Penalty: 3235.664551
	Iteration 19Q: 3 clusters Score -2037366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2037393.125000 Penalty: 3235.664551
	Iteration 20F: 3 clusters Score -2037393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2037418.500000 Penalty: 3235.664551
	Iteration 21Q: 3 clusters Score -2037418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2037433.625000 Penalty: 3235.664551
	Iteration 22Q: 3 clusters Score -2037434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2037447.875000 Penalty: 3235.664551
	Iteration 23Q: 3 clusters Score -2037448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2037458.000000 Penalty: 3235.664551
	Iteration 24Q: 3 clusters Score -2037458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2037464.625000 Penalty: 3235.664551
	Iteration 25Q: 3 clusters Score -2037465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2037473.875000 Penalty: 3235.664551
	Iteration 26Q: 3 clusters Score -2037474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2037477.750000 Penalty: 3235.664551
	Iteration 27Q: 3 clusters Score -2037478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2037481.000000 Penalty: 3235.664551
	Iteration 28Q: 3 clusters Score -2037481 nChanged 10
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: -2037486.250000 Penalty: 3235.664551
	Iteration 29Q: 3 clusters Score -2037486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2037493.375000 Penalty: 3235.664551
	Iteration 30Q: 3 clusters Score -2037493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2037501.375000 Penalty: 3235.664551
	Iteration 31Q: 3 clusters Score -2037501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2037504.250000 Penalty: 3235.664551
	Iteration 32Q: 3 clusters Score -2037504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2037507.250000 Penalty: 3235.664551
	Iteration 33Q: 3 clusters Score -2037507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2037511.250000 Penalty: 3235.664551
	Iteration 34Q: 3 clusters Score -2037511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2037513.125000 Penalty: 3235.664551
	Iteration 35Q: 3 clusters Score -2037513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2037513.250000 Penalty: 3235.664551
	Iteration 36Q: 3 clusters Score -2037513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2037513.750000 Penalty: 3235.664551
	Iteration 37Q: 3 clusters Score -2037514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2037513.750000 Penalty: 3235.664551
	Iteration 38F: 3 clusters Score -2037514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 13215 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 69254 members 
Mstep: Class 8 contains 24798 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 30005 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5110 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 13582 members 
Mstep: Class 15 contains 14499 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 44271 members 
Mstep: Class 19 contains 11746 members 
Mstep: Class 20 contains 122719 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 7913 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 21076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829288.000000 Penalty: 53151.980469
Iteration 119Q: 26 clusters Score -4.482929e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4174 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 13250 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 69514 members 
Mstep: Class 8 contains 24794 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 29924 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 13738 members 
Mstep: Class 15 contains 14497 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 3811 members 
Mstep: Class 18 contains 44230 members 
Mstep: Class 19 contains 11757 members 
Mstep: Class 20 contains 122715 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4397 members 
Mstep: Class 24 contains 21109 members 
Mstep: Class 25 contains 17890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829580.000000 Penalty: 53151.980469
Iteration 120F: 26 clusters Score -4.482958e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 13095 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 69666 members 
Mstep: Class 8 contains 24794 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 29726 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5255 members 
Mstep: Class 13 contains 1289 members 
Mstep: Class 14 contains 13754 members 
Mstep: Class 15 contains 14494 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 44197 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 20 contains 122709 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4388 members 
Mstep: Class 24 contains 21129 members 
Mstep: Class 25 contains 18130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829932.000000 Penalty: 53151.980469
Iteration 121Q: 26 clusters Score -4.482993e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 12985 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 69808 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 29548 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 13 contains 1289 members 
Mstep: Class 14 contains 13732 members 
Mstep: Class 15 contains 14493 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3696 members 
Mstep: Class 18 contains 44164 members 
Mstep: Class 19 contains 11769 members 
Mstep: Class 20 contains 122709 members 
Mstep: Class 21 contains 5624 members 
Mstep: Class 22 contains 7907 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 21129 members 
Mstep: Class 25 contains 18277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829896.000000 Penalty: 53151.980469
Iteration 122Q: 26 clusters Score -4.48299e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 12897 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 69954 members 
Mstep: Class 8 contains 24788 members 
Mstep: Class 9 contains 1204 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 1289 members 
Mstep: Class 14 contains 13708 members 
Mstep: Class 15 contains 14492 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 44137 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 20 contains 122708 members 
Mstep: Class 21 contains 5630 members 
Mstep: Class 22 contains 7906 members 
Mstep: Class 23 contains 4379 members 
Mstep: Class 24 contains 21126 members 
Mstep: Class 25 contains 18376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830016.000000 Penalty: 53151.980469
Iteration 123Q: 26 clusters Score -4.483002e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 4175 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 12823 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 70095 members 
Mstep: Class 8 contains 24786 members 
Mstep: Class 9 contains 1207 members 
Mstep: Class 10 contains 29229 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 1290 members 
Mstep: Class 14 contains 13680 members 
Mstep: Class 15 contains 14491 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 44113 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 20 contains 122709 members 
Mstep: Class 21 contains 5635 members 
Mstep: Class 22 contains 7906 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 21140 members 
Mstep: Class 25 contains 18461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830104.000000 Penalty: 53151.980469
Iteration 124Q: 26 clusters Score -4.48301e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 12755 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 70217 members 
Mstep: Class 8 contains 24786 members 
Mstep: Class 9 contains 1212 members 
Mstep: Class 10 contains 29105 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 1290 members 
Mstep: Class 14 contains 13654 members 
Mstep: Class 15 contains 14488 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3646 members 
Mstep: Class 18 contains 44090 members 
Mstep: Class 19 contains 11762 members 
Mstep: Class 20 contains 122709 members 
Mstep: Class 21 contains 5643 members 
Mstep: Class 22 contains 7906 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 21150 members 
Mstep: Class 25 contains 18512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830164.000000 Penalty: 53151.980469
Iteration 125Q: 26 clusters Score -4.483016e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 12711 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 70321 members 
Mstep: Class 8 contains 24780 members 
Mstep: Class 9 contains 1210 members 
Mstep: Class 10 contains 29006 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5509 members 
Mstep: Class 13 contains 1290 members 
Mstep: Class 14 contains 13629 members 
Mstep: Class 15 contains 14488 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3641 members 
Mstep: Class 18 contains 44067 members 
Mstep: Class 19 contains 11765 members 
Mstep: Class 20 contains 122709 members 
Mstep: Class 21 contains 5649 members 
Mstep: Class 22 contains 7906 members 
Mstep: Class 23 contains 4359 members 
Mstep: Class 24 contains 21145 members 
Mstep: Class 25 contains 18549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830096.000000 Penalty: 53151.980469
Iteration 126Q: 26 clusters Score -4.48301e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 12676 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 70415 members 
Mstep: Class 8 contains 24776 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 28929 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 5535 members 
Mstep: Class 13 contains 1290 members 
Mstep: Class 14 contains 13600 members 
Mstep: Class 15 contains 14485 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 44048 members 
Mstep: Class 19 contains 11765 members 
Mstep: Class 20 contains 122708 members 
Mstep: Class 21 contains 5652 members 
Mstep: Class 22 contains 7905 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 21140 members 
Mstep: Class 25 contains 18577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830148.000000 Penalty: 53151.980469
Iteration 127Q: 26 clusters Score -4.483015e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 4175 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 12641 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 70501 members 
Mstep: Class 8 contains 24773 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 28856 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 5555 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 13584 members 
Mstep: Class 15 contains 14480 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 44035 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 20 contains 122708 members 
Mstep: Class 21 contains 5652 members 
Mstep: Class 22 contains 7905 members 
Mstep: Class 23 contains 4344 members 
Mstep: Class 24 contains 21138 members 
Mstep: Class 25 contains 18609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830196.000000 Penalty: 53151.980469
Iteration 128Q: 26 clusters Score -4.48302e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 4175 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 12617 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 70568 members 
Mstep: Class 8 contains 24771 members 
Mstep: Class 9 contains 1211 members 
Mstep: Class 10 contains 28780 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 13567 members 
Mstep: Class 15 contains 14477 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 44017 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5653 members 
Mstep: Class 22 contains 7905 members 
Mstep: Class 23 contains 4343 members 
Mstep: Class 24 contains 21136 members 
Mstep: Class 25 contains 18632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830212.000000 Penalty: 53151.980469
Iteration 129Q: 26 clusters Score -4.483021e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 4175 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 12595 members 
Mstep: Class 6 contains 2827 members 
Mstep: Class 7 contains 70641 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1212 members 
Mstep: Class 10 contains 28699 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 5593 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 13569 members 
Mstep: Class 15 contains 14476 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3627 members 
Mstep: Class 18 contains 43997 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 122705 members 
Mstep: Class 21 contains 5655 members 
Mstep: Class 22 contains 7905 members 
Mstep: Class 23 contains 4342 members 
Mstep: Class 24 contains 21147 members 
Mstep: Class 25 contains 18649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830208.000000 Penalty: 53151.980469
Iteration 130Q: 26 clusters Score -4.483021e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 12574 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 70728 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1213 members 
Mstep: Class 10 contains 28618 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 5604 members 
Mstep: Class 13 contains 1290 members 
Mstep: Class 14 contains 13564 members 
Mstep: Class 15 contains 14474 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3624 members 
Mstep: Class 18 contains 43978 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 122705 members 
Mstep: Class 21 contains 5654 members 
Mstep: Class 22 contains 7905 members 
Mstep: Class 23 contains 4338 members 
Mstep: Class 24 contains 21145 members 
Mstep: Class 25 contains 18680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830224.000000 Penalty: 53151.980469
Iteration 131Q: 26 clusters Score -4.483022e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 12558 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 70809 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1215 members 
Mstep: Class 10 contains 28538 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 5616 members 
Mstep: Class 13 contains 1289 members 
Mstep: Class 14 contains 13561 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3617 members 
Mstep: Class 18 contains 43964 members 
Mstep: Class 19 contains 11761 members 
Mstep: Class 20 contains 122705 members 
Mstep: Class 21 contains 5656 members 
Mstep: Class 22 contains 7905 members 
Mstep: Class 23 contains 4333 members 
Mstep: Class 24 contains 21143 members 
Mstep: Class 25 contains 18706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830244.000000 Penalty: 53151.980469
Iteration 132Q: 26 clusters Score -4.483024e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 12537 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 70879 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1215 members 
Mstep: Class 10 contains 28476 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 5628 members 
Mstep: Class 13 contains 1290 members 
Mstep: Class 14 contains 13559 members 
Mstep: Class 15 contains 14477 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 43952 members 
Mstep: Class 19 contains 11757 members 
Mstep: Class 20 contains 122705 members 
Mstep: Class 21 contains 5656 members 
Mstep: Class 22 contains 7905 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 21144 members 
Mstep: Class 25 contains 18727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830328.000000 Penalty: 53151.980469
Iteration 133Q: 26 clusters Score -4.483033e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 12526 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 70933 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 28435 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 5640 members 
Mstep: Class 13 contains 1289 members 
Mstep: Class 14 contains 13549 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 43944 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 122705 members 
Mstep: Class 21 contains 5656 members 
Mstep: Class 22 contains 7905 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 21145 members 
Mstep: Class 25 contains 18732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830320.000000 Penalty: 53151.980469
Iteration 134Q: 26 clusters Score -4.483032e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 12515 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 70976 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 1218 members 
Mstep: Class 10 contains 28402 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 5650 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13537 members 
Mstep: Class 15 contains 14477 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3614 members 
Mstep: Class 18 contains 43933 members 
Mstep: Class 19 contains 11759 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5658 members 
Mstep: Class 22 contains 7905 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 21136 members 
Mstep: Class 25 contains 18741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830360.000000 Penalty: 53151.980469
Iteration 135Q: 26 clusters Score -4.483036e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 12508 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 71014 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 28371 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5667 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13526 members 
Mstep: Class 15 contains 14476 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3611 members 
Mstep: Class 18 contains 43928 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 7905 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 21124 members 
Mstep: Class 25 contains 18744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830360.000000 Penalty: 53151.980469
Iteration 136Q: 26 clusters Score -4.483036e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6904 members 
Mstep: Class 5 contains 12499 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 71058 members 
Mstep: Class 8 contains 24764 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 28337 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5677 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13517 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3616 members 
Mstep: Class 18 contains 43921 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 122705 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 7906 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 21115 members 
Mstep: Class 25 contains 18745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830420.000000 Penalty: 53151.980469
Iteration 137Q: 26 clusters Score -4.483042e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6903 members 
Mstep: Class 5 contains 12491 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 71104 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 28304 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13511 members 
Mstep: Class 15 contains 14474 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 43914 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 122705 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 7907 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 21109 members 
Mstep: Class 25 contains 18747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830376.000000 Penalty: 53151.980469
Iteration 138Q: 26 clusters Score -4.483038e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 4721 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12484 members 
Mstep: Class 6 contains 2825 members 
Mstep: Class 7 contains 71132 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 28272 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5696 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13512 members 
Mstep: Class 15 contains 14473 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3614 members 
Mstep: Class 18 contains 43904 members 
Mstep: Class 19 contains 11754 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 21108 members 
Mstep: Class 25 contains 18752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830392.000000 Penalty: 53151.980469
Iteration 139Q: 26 clusters Score -4.483039e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 2827 members 
Mstep: Class 7 contains 71160 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 28242 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5704 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13510 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 43893 members 
Mstep: Class 19 contains 11755 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 21105 members 
Mstep: Class 25 contains 18759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830440.000000 Penalty: 53151.980469
Iteration 140F: 26 clusters Score -4.483044e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 71183 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 28216 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5708 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13511 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3614 members 
Mstep: Class 18 contains 43887 members 
Mstep: Class 19 contains 11760 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 21099 members 
Mstep: Class 25 contains 18762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830460.000000 Penalty: 53151.980469
Iteration 141Q: 26 clusters Score -4.483046e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12472 members 
Mstep: Class 6 contains 2827 members 
Mstep: Class 7 contains 71211 members 
Mstep: Class 8 contains 24769 members 
Mstep: Class 9 contains 1221 members 
Mstep: Class 10 contains 28193 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5711 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13504 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 43884 members 
Mstep: Class 19 contains 11762 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 21092 members 
Mstep: Class 25 contains 18767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830488.000000 Penalty: 53151.980469
Iteration 142Q: 26 clusters Score -4.483049e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12466 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 71238 members 
Mstep: Class 8 contains 24769 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 28175 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5714 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13501 members 
Mstep: Class 15 contains 14474 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 43880 members 
Mstep: Class 19 contains 11761 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 21086 members 
Mstep: Class 25 contains 18774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830492.000000 Penalty: 53151.980469
Iteration 143Q: 26 clusters Score -4.483049e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12456 members 
Mstep: Class 6 contains 2831 members 
Mstep: Class 7 contains 71261 members 
Mstep: Class 8 contains 24769 members 
Mstep: Class 9 contains 1224 members 
Mstep: Class 10 contains 28154 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5725 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13498 members 
Mstep: Class 15 contains 14474 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3614 members 
Mstep: Class 18 contains 43877 members 
Mstep: Class 19 contains 11759 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 21075 members 
Mstep: Class 25 contains 18781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830496.000000 Penalty: 53151.980469
Iteration 144Q: 26 clusters Score -4.48305e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12444 members 
Mstep: Class 6 contains 2832 members 
Mstep: Class 7 contains 71280 members 
Mstep: Class 8 contains 24769 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 28134 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5732 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13498 members 
Mstep: Class 15 contains 14475 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 43876 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 21066 members 
Mstep: Class 25 contains 18789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830504.000000 Penalty: 53151.980469
Iteration 145Q: 26 clusters Score -4.48305e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12424 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 71304 members 
Mstep: Class 8 contains 24768 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 28115 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5740 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13495 members 
Mstep: Class 15 contains 14474 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 43875 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5663 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 21055 members 
Mstep: Class 25 contains 18804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830504.000000 Penalty: 53151.980469
Iteration 146Q: 26 clusters Score -4.48305e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12411 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 71323 members 
Mstep: Class 8 contains 24768 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 28098 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5746 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13492 members 
Mstep: Class 15 contains 14473 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3616 members 
Mstep: Class 18 contains 43876 members 
Mstep: Class 19 contains 11751 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5663 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 21045 members 
Mstep: Class 25 contains 18821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830508.000000 Penalty: 53151.980469
Iteration 147Q: 26 clusters Score -4.483051e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12403 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 7 contains 71349 members 
Mstep: Class 8 contains 24768 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 28073 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13495 members 
Mstep: Class 15 contains 14471 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 43874 members 
Mstep: Class 19 contains 11746 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5663 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 21038 members 
Mstep: Class 25 contains 18834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830444.000000 Penalty: 53151.980469
Iteration 148Q: 26 clusters Score -4.483044e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12391 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 71378 members 
Mstep: Class 8 contains 24768 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 28049 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5760 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13497 members 
Mstep: Class 15 contains 14470 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3616 members 
Mstep: Class 18 contains 43870 members 
Mstep: Class 19 contains 11743 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5664 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 21031 members 
Mstep: Class 25 contains 18841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830412.000000 Penalty: 53151.980469
Iteration 149Q: 26 clusters Score -4.483041e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 7 contains 71409 members 
Mstep: Class 8 contains 24769 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 28032 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5766 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 13494 members 
Mstep: Class 15 contains 14470 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3614 members 
Mstep: Class 18 contains 43868 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5665 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 21024 members 
Mstep: Class 25 contains 18849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830396.000000 Penalty: 53151.980469
Iteration 150Q: 26 clusters Score -4.48304e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12367 members 
Mstep: Class 6 contains 2842 members 
Mstep: Class 7 contains 71426 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 28019 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5770 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 14469 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3617 members 
Mstep: Class 18 contains 43867 members 
Mstep: Class 19 contains 11728 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5666 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 21020 members 
Mstep: Class 25 contains 18854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830448.000000 Penalty: 53151.980469
Iteration 151Q: 26 clusters Score -4.483045e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12360 members 
Mstep: Class 6 contains 2844 members 
Mstep: Class 7 contains 71442 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 28011 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5778 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 14469 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3616 members 
Mstep: Class 18 contains 43865 members 
Mstep: Class 19 contains 11724 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5667 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 21013 members 
Mstep: Class 25 contains 18856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830428.000000 Penalty: 53151.980469
Iteration 152Q: 26 clusters Score -4.483043e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12356 members 
Mstep: Class 6 contains 2845 members 
Mstep: Class 7 contains 71460 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 28002 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13480 members 
Mstep: Class 15 contains 14468 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3614 members 
Mstep: Class 18 contains 43865 members 
Mstep: Class 19 contains 11721 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5667 members 
Mstep: Class 22 contains 7908 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 21005 members 
Mstep: Class 25 contains 18859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830420.000000 Penalty: 53151.980469
Iteration 153Q: 26 clusters Score -4.483042e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12353 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71478 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 27993 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5795 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13474 members 
Mstep: Class 15 contains 14468 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3614 members 
Mstep: Class 18 contains 43857 members 
Mstep: Class 19 contains 11721 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5667 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 21000 members 
Mstep: Class 25 contains 18859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830428.000000 Penalty: 53151.980469
Iteration 154Q: 26 clusters Score -4.483043e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71494 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 27977 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5803 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13471 members 
Mstep: Class 15 contains 14468 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3616 members 
Mstep: Class 18 contains 43858 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5667 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 20999 members 
Mstep: Class 25 contains 18859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830444.000000 Penalty: 53151.980469
Iteration 155Q: 26 clusters Score -4.483044e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12345 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71518 members 
Mstep: Class 8 contains 24769 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 27959 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5809 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13470 members 
Mstep: Class 15 contains 14468 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3614 members 
Mstep: Class 18 contains 43854 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 20995 members 
Mstep: Class 25 contains 18860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830464.000000 Penalty: 53151.980469
Iteration 156Q: 26 clusters Score -4.483046e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12345 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71540 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 27939 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5816 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13469 members 
Mstep: Class 15 contains 14467 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 43853 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 20994 members 
Mstep: Class 25 contains 18860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830472.000000 Penalty: 53151.980469
Iteration 157Q: 26 clusters Score -4.483047e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12344 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71560 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 27919 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5822 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13466 members 
Mstep: Class 15 contains 14464 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 43850 members 
Mstep: Class 19 contains 11721 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 20994 members 
Mstep: Class 25 contains 18860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830464.000000 Penalty: 53151.980469
Iteration 158Q: 26 clusters Score -4.483046e+07 nChanged 29
Entering ConstructFrom: 
Score: -44830464.000000 Penalty: 53151.980469
Entering ConstructFrom: 
Trying to split cluster 1 (42267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Entering Unmasked Estep 
Score: -4088709.500000 Penalty: 1730.911377
	Iteration 0F: 2 clusters Score -4088710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -4060173.500000 Penalty: 3461.822754
	Iteration 0F: 3 clusters Score -4060174 nChanged 19953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -4071524.500000 Penalty: 3461.822754
	Iteration 1F: 3 clusters Score -4071524 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -4072018.000000 Penalty: 3461.822754
	Iteration 2Q: 3 clusters Score -4072018 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -4072498.000000 Penalty: 3461.822754
	Iteration 3Q: 3 clusters Score -4072498 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4073034.750000 Penalty: 3461.822754
	Iteration 4Q: 3 clusters Score -4073035 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -4073711.250000 Penalty: 3461.822754
	Iteration 5Q: 3 clusters Score -4073711 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4074633.750000 Penalty: 3461.822754
	Iteration 6Q: 3 clusters Score -4074634 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -4075908.250000 Penalty: 3461.822754
	Iteration 7F: 3 clusters Score -4075908 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -4077621.500000 Penalty: 3461.822754
	Iteration 8F: 3 clusters Score -4077622 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -4079409.000000 Penalty: 3461.822754
	Iteration 9F: 3 clusters Score -4079409 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -4080702.250000 Penalty: 3461.822754
	Iteration 10F: 3 clusters Score -4080702 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -4081267.500000 Penalty: 3461.822754
	Iteration 11Q: 3 clusters Score -4081268 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4081560.500000 Penalty: 3461.822754
	Iteration 12Q: 3 clusters Score -4081560 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -4081819.250000 Penalty: 3461.822754
	Iteration 13Q: 3 clusters Score -4081819 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -4081992.500000 Penalty: 3461.822754
	Iteration 14Q: 3 clusters Score -4081992 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -4082161.250000 Penalty: 3461.822754
	Iteration 15Q: 3 clusters Score -4082161 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -4082304.500000 Penalty: 3461.822754
	Iteration 16Q: 3 clusters Score -4082304 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -4082431.750000 Penalty: 3461.822754
	Iteration 17Q: 3 clusters Score -4082432 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -4082568.750000 Penalty: 3461.822754
	Iteration 18Q: 3 clusters Score -4082569 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -4082703.500000 Penalty: 3461.822754
	Iteration 19Q: 3 clusters Score -4082704 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4082835.250000 Penalty: 3461.822754
	Iteration 20F: 3 clusters Score -4082835 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -4082983.000000 Penalty: 3461.822754
	Iteration 21Q: 3 clusters Score -4082983 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4083109.000000 Penalty: 3461.822754
	Iteration 22Q: 3 clusters Score -4083109 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4083235.750000 Penalty: 3461.822754
	Iteration 23Q: 3 clusters Score -4083236 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4083339.750000 Penalty: 3461.822754
	Iteration 24Q: 3 clusters Score -4083340 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4083485.000000 Penalty: 3461.822754
	Iteration 25Q: 3 clusters Score -4083485 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -4083674.000000 Penalty: 3461.822754
	Iteration 26Q: 3 clusters Score -4083674 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -4083871.000000 Penalty: 3461.822754
	Iteration 27Q: 3 clusters Score -4083871 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4084033.500000 Penalty: 3461.822754
	Iteration 28Q: 3 clusters Score -4084034 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -4084257.250000 Penalty: 3461.822754
	Iteration 29Q: 3 clusters Score -4084257 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4084463.000000 Penalty: 3461.822754
	Iteration 30Q: 3 clusters Score -4084463 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4084671.750000 Penalty: 3461.822754
	Iteration 31Q: 3 clusters Score -4084672 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -4084912.000000 Penalty: 3461.822754
	Iteration 32Q: 3 clusters Score -4084912 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -4085140.250000 Penalty: 3461.822754
	Iteration 33Q: 3 clusters Score -4085140 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -4085384.750000 Penalty: 3461.822754
	Iteration 34Q: 3 clusters Score -4085385 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -4085613.750000 Penalty: 3461.822754
	Iteration 35Q: 3 clusters Score -4085614 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -4085802.250000 Penalty: 3461.822754
	Iteration 36Q: 3 clusters Score -4085802 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -4086012.750000 Penalty: 3461.822754
	Iteration 37Q: 3 clusters Score -4086013 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -4086218.500000 Penalty: 3461.822754
	Iteration 38Q: 3 clusters Score -4086218 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -4086415.500000 Penalty: 3461.822754
	Iteration 39Q: 3 clusters Score -4086416 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -4086572.500000 Penalty: 3461.822754
	Iteration 40F: 3 clusters Score -4086572 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -4086718.500000 Penalty: 3461.822754
	Iteration 41Q: 3 clusters Score -4086718 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -4086819.000000 Penalty: 3461.822754
	Iteration 42Q: 3 clusters Score -4086819 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -4086906.500000 Penalty: 3461.822754
	Iteration 43Q: 3 clusters Score -4086906 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -4086981.000000 Penalty: 3461.822754
	Iteration 44Q: 3 clusters Score -4086981 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -4087058.000000 Penalty: 3461.822754
	Iteration 45Q: 3 clusters Score -4087058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -4087111.750000 Penalty: 3461.822754
	Iteration 46Q: 3 clusters Score -4087112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -4087150.500000 Penalty: 3461.822754
	Iteration 47Q: 3 clusters Score -4087150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -4087185.500000 Penalty: 3461.822754
	Iteration 48Q: 3 clusters Score -4087186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -4087224.500000 Penalty: 3461.822754
	Iteration 49Q: 3 clusters Score -4087224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -4087256.750000 Penalty: 3461.822754
	Iteration 50Q: 3 clusters Score -4087257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -4087288.500000 Penalty: 3461.822754
	Iteration 51Q: 3 clusters Score -4087288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -4087297.000000 Penalty: 3461.822754
	Iteration 52Q: 3 clusters Score -4087297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -4087304.000000 Penalty: 3461.822754
	Iteration 53Q: 3 clusters Score -4087304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -4087313.500000 Penalty: 3461.822754
	Iteration 54Q: 3 clusters Score -4087314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -4087322.000000 Penalty: 3461.822754
	Iteration 55Q: 3 clusters Score -4087322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -4087335.250000 Penalty: 3461.822754
	Iteration 56Q: 3 clusters Score -4087335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -4087347.750000 Penalty: 3461.822754
	Iteration 57Q: 3 clusters Score -4087348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -4087362.750000 Penalty: 3461.822754
	Iteration 58Q: 3 clusters Score -4087363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -4087368.000000 Penalty: 3461.822754
	Iteration 59Q: 3 clusters Score -4087368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -4087375.000000 Penalty: 3461.822754
	Iteration 60F: 3 clusters Score -4087375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -4087378.000000 Penalty: 3461.822754
	Iteration 61Q: 3 clusters Score -4087378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -4087383.500000 Penalty: 3461.822754
	Iteration 62Q: 3 clusters Score -4087384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -4087390.750000 Penalty: 3461.822754
	Iteration 63Q: 3 clusters Score -4087391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -4087391.250000 Penalty: 3461.822754
	Iteration 64Q: 3 clusters Score -4087391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -4087397.000000 Penalty: 3461.822754
	Iteration 65Q: 3 clusters Score -4087397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -4087397.500000 Penalty: 3461.822754
	Iteration 66Q: 3 clusters Score -4087398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -4087406.250000 Penalty: 3461.822754
	Iteration 67Q: 3 clusters Score -4087406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -4087407.000000 Penalty: 3461.822754
	Iteration 68Q: 3 clusters Score -4087407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -4087413.500000 Penalty: 3461.822754
	Iteration 69Q: 3 clusters Score -4087414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -4087419.750000 Penalty: 3461.822754
	Iteration 70Q: 3 clusters Score -4087420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -4087425.750000 Penalty: 3461.822754
	Iteration 71Q: 3 clusters Score -4087426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -4087430.250000 Penalty: 3461.822754
	Iteration 72Q: 3 clusters Score -4087430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -4087432.500000 Penalty: 3461.822754
	Iteration 73Q: 3 clusters Score -4087432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -4087438.750000 Penalty: 3461.822754
	Iteration 74Q: 3 clusters Score -4087439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -4087442.750000 Penalty: 3461.822754
	Iteration 75Q: 3 clusters Score -4087443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -4087439.750000 Penalty: 3461.822754
	Iteration 76Q: 3 clusters Score -4087440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -4087442.750000 Penalty: 3461.822754
	Iteration 77Q: 3 clusters Score -4087443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -4087448.750000 Penalty: 3461.822754
	Iteration 78Q: 3 clusters Score -4087449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -4087451.250000 Penalty: 3461.822754
	Iteration 79Q: 3 clusters Score -4087451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -4087455.250000 Penalty: 3461.822754
	Iteration 80F: 3 clusters Score -4087455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -4087458.500000 Penalty: 3461.822754
	Iteration 81Q: 3 clusters Score -4087458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -4087459.500000 Penalty: 3461.822754
	Iteration 82Q: 3 clusters Score -4087460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -4087463.000000 Penalty: 3461.822754
	Iteration 83Q: 3 clusters Score -4087463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -4087468.750000 Penalty: 3461.822754
	Iteration 84Q: 3 clusters Score -4087469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -4087470.500000 Penalty: 3461.822754
	Iteration 85Q: 3 clusters Score -4087470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -4087473.500000 Penalty: 3461.822754
	Iteration 86Q: 3 clusters Score -4087474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -4087473.750000 Penalty: 3461.822754
	Iteration 87Q: 3 clusters Score -4087474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -4087471.500000 Penalty: 3461.822754
	Iteration 88Q: 3 clusters Score -4087472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -4087471.500000 Penalty: 3461.822754
	Iteration 89F: 3 clusters Score -4087472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -451165.687500 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -451165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -447383.281250 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -447383.3 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -448397.812500 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -448397.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -448591.812500 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -448591.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -448734.843750 Penalty: 2749.358398
	Iteration 3F: 3 clusters Score -448734.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -448851.781250 Penalty: 2749.358398
	Iteration 4Q: 3 clusters Score -448851.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -448968.125000 Penalty: 2749.358398
	Iteration 5Q: 3 clusters Score -448968.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -449097.031250 Penalty: 2749.358398
	Iteration 6Q: 3 clusters Score -449097 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -449212.750000 Penalty: 2749.358398
	Iteration 7Q: 3 clusters Score -449212.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -449323.312500 Penalty: 2749.358398
	Iteration 8Q: 3 clusters Score -449323.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -449411.312500 Penalty: 2749.358398
	Iteration 9Q: 3 clusters Score -449411.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -449491.343750 Penalty: 2749.358398
	Iteration 10Q: 3 clusters Score -449491.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -449558.656250 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -449558.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -449629.625000 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -449629.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -449702.312500 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -449702.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -449753.625000 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -449753.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -449799.218750 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -449799.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -449838.593750 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -449838.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -449873.468750 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -449873.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -449899.312500 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -449899.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -449914.750000 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -449914.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -449929.281250 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -449929.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -449941.500000 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -449941.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -449952.875000 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -449952.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -449959.812500 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -449959.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -449965.437500 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -449965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -449969.843750 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -449969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -449974.968750 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -449975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -449979.281250 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -449979.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -449985.125000 Penalty: 2749.358398
	Iteration 28Q: 3 clusters Score -449985.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -449988.125000 Penalty: 2749.358398
	Iteration 29Q: 3 clusters Score -449988.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -449993.562500 Penalty: 2749.358398
	Iteration 30Q: 3 clusters Score -449993.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -449996.312500 Penalty: 2749.358398
	Iteration 31Q: 3 clusters Score -449996.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -450000.593750 Penalty: 2749.358398
	Iteration 32Q: 3 clusters Score -450000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -450002.468750 Penalty: 2749.358398
	Iteration 33Q: 3 clusters Score -450002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -450003.718750 Penalty: 2749.358398
	Iteration 34Q: 3 clusters Score -450003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -450005.468750 Penalty: 2749.358398
	Iteration 35Q: 3 clusters Score -450005.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -450009.500000 Penalty: 2749.358398
	Iteration 36Q: 3 clusters Score -450009.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -450012.812500 Penalty: 2749.358398
	Iteration 37Q: 3 clusters Score -450012.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -450015.062500 Penalty: 2749.358398
	Iteration 38Q: 3 clusters Score -450015.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -450021.031250 Penalty: 2749.358398
	Iteration 39Q: 3 clusters Score -450021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -450026.437500 Penalty: 2749.358398
	Iteration 40F: 3 clusters Score -450026.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -450030.468750 Penalty: 2749.358398
	Iteration 41Q: 3 clusters Score -450030.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -450034.375000 Penalty: 2749.358398
	Iteration 42Q: 3 clusters Score -450034.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -450037.718750 Penalty: 2749.358398
	Iteration 43Q: 3 clusters Score -450037.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -450041.593750 Penalty: 2749.358398
	Iteration 44Q: 3 clusters Score -450041.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -450046.968750 Penalty: 2749.358398
	Iteration 45Q: 3 clusters Score -450047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -450054.625000 Penalty: 2749.358398
	Iteration 46Q: 3 clusters Score -450054.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -450059.718750 Penalty: 2749.358398
	Iteration 47Q: 3 clusters Score -450059.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -450064.093750 Penalty: 2749.358398
	Iteration 48Q: 3 clusters Score -450064.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -450066.843750 Penalty: 2749.358398
	Iteration 49Q: 3 clusters Score -450066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -450069.187500 Penalty: 2749.358398
	Iteration 50Q: 3 clusters Score -450069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -450069.437500 Penalty: 2749.358398
	Iteration 51Q: 3 clusters Score -450069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -450069.968750 Penalty: 2749.358398
	Iteration 52Q: 3 clusters Score -450070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -450070.125000 Penalty: 2749.358398
	Iteration 53Q: 3 clusters Score -450070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -450069.843750 Penalty: 2749.358398
	Iteration 54Q: 3 clusters Score -450069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -450071.312500 Penalty: 2749.358398
	Iteration 55Q: 3 clusters Score -450071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -450070.843750 Penalty: 2749.358398
	Iteration 56Q: 3 clusters Score -450070.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -450070.843750 Penalty: 2749.358398
	Iteration 57F: 3 clusters Score -450070.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -387254.875000 Penalty: 1354.935791
	Iteration 0F: 2 clusters Score -387254.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -383828.343750 Penalty: 2709.871582
	Iteration 0F: 3 clusters Score -383828.3 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -384983.468750 Penalty: 2709.871582
	Iteration 1F: 3 clusters Score -384983.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -385473.312500 Penalty: 2709.871582
	Iteration 2F: 3 clusters Score -385473.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -386001.750000 Penalty: 2709.871582
	Iteration 3F: 3 clusters Score -386001.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -386435.406250 Penalty: 2709.871582
	Iteration 4F: 3 clusters Score -386435.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -386735.187500 Penalty: 2709.871582
	Iteration 5F: 3 clusters Score -386735.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -386909.000000 Penalty: 2709.871582
	Iteration 6Q: 3 clusters Score -386909 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -386987.187500 Penalty: 2709.871582
	Iteration 7Q: 3 clusters Score -386987.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -387023.937500 Penalty: 2709.871582
	Iteration 8Q: 3 clusters Score -387023.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -387046.062500 Penalty: 2709.871582
	Iteration 9Q: 3 clusters Score -387046.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -387060.156250 Penalty: 2709.871582
	Iteration 10Q: 3 clusters Score -387060.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -387066.000000 Penalty: 2709.871582
	Iteration 11Q: 3 clusters Score -387066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -387068.656250 Penalty: 2709.871582
	Iteration 12Q: 3 clusters Score -387068.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -387072.125000 Penalty: 2709.871582
	Iteration 13Q: 3 clusters Score -387072.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -387074.500000 Penalty: 2709.871582
	Iteration 14Q: 3 clusters Score -387074.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -387080.281250 Penalty: 2709.871582
	Iteration 15Q: 3 clusters Score -387080.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -387083.718750 Penalty: 2709.871582
	Iteration 16Q: 3 clusters Score -387083.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -387085.812500 Penalty: 2709.871582
	Iteration 17Q: 3 clusters Score -387085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -387085.906250 Penalty: 2709.871582
	Iteration 18Q: 3 clusters Score -387085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -387086.750000 Penalty: 2709.871582
	Iteration 19Q: 3 clusters Score -387086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -387087.656250 Penalty: 2709.871582
	Iteration 20F: 3 clusters Score -387087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -387087.187500 Penalty: 2709.871582
	Iteration 21Q: 3 clusters Score -387087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -387088.156250 Penalty: 2709.871582
	Iteration 22Q: 3 clusters Score -387088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -387088.156250 Penalty: 2709.871582
	Iteration 23F: 3 clusters Score -387088.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -663776.250000 Penalty: 1436.429565
	Iteration 0F: 2 clusters Score -663776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -658577.437500 Penalty: 2872.859131
	Iteration 0F: 3 clusters Score -658577.4 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -660069.875000 Penalty: 2872.859131
	Iteration 1F: 3 clusters Score -660069.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -660236.625000 Penalty: 2872.859131
	Iteration 2F: 3 clusters Score -660236.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -660363.687500 Penalty: 2872.859131
	Iteration 3Q: 3 clusters Score -660363.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -660468.312500 Penalty: 2872.859131
	Iteration 4Q: 3 clusters Score -660468.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -660569.375000 Penalty: 2872.859131
	Iteration 5Q: 3 clusters Score -660569.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -660673.625000 Penalty: 2872.859131
	Iteration 6Q: 3 clusters Score -660673.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -660788.562500 Penalty: 2872.859131
	Iteration 7Q: 3 clusters Score -660788.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -660913.937500 Penalty: 2872.859131
	Iteration 8Q: 3 clusters Score -660913.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -661074.000000 Penalty: 2872.859131
	Iteration 9Q: 3 clusters Score -661074 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -661261.875000 Penalty: 2872.859131
	Iteration 10Q: 3 clusters Score -661261.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -661491.125000 Penalty: 2872.859131
	Iteration 11Q: 3 clusters Score -661491.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -661715.250000 Penalty: 2872.859131
	Iteration 12Q: 3 clusters Score -661715.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -661934.062500 Penalty: 2872.859131
	Iteration 13Q: 3 clusters Score -661934.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -662121.187500 Penalty: 2872.859131
	Iteration 14Q: 3 clusters Score -662121.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -662262.125000 Penalty: 2872.859131
	Iteration 15Q: 3 clusters Score -662262.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -662359.312500 Penalty: 2872.859131
	Iteration 16Q: 3 clusters Score -662359.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -662411.312500 Penalty: 2872.859131
	Iteration 17Q: 3 clusters Score -662411.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -662448.437500 Penalty: 2872.859131
	Iteration 18Q: 3 clusters Score -662448.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -662477.000000 Penalty: 2872.859131
	Iteration 19Q: 3 clusters Score -662477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -662506.312500 Penalty: 2872.859131
	Iteration 20F: 3 clusters Score -662506.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -662524.562500 Penalty: 2872.859131
	Iteration 21Q: 3 clusters Score -662524.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -662539.312500 Penalty: 2872.859131
	Iteration 22Q: 3 clusters Score -662539.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -662550.750000 Penalty: 2872.859131
	Iteration 23Q: 3 clusters Score -662550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -662556.250000 Penalty: 2872.859131
	Iteration 24Q: 3 clusters Score -662556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -662566.625000 Penalty: 2872.859131
	Iteration 25Q: 3 clusters Score -662566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -662576.562500 Penalty: 2872.859131
	Iteration 26Q: 3 clusters Score -662576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -662582.562500 Penalty: 2872.859131
	Iteration 27Q: 3 clusters Score -662582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -662584.750000 Penalty: 2872.859131
	Iteration 28Q: 3 clusters Score -662584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -662588.312500 Penalty: 2872.859131
	Iteration 29Q: 3 clusters Score -662588.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -662590.062500 Penalty: 2872.859131
	Iteration 30Q: 3 clusters Score -662590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -662593.750000 Penalty: 2872.859131
	Iteration 31Q: 3 clusters Score -662593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -662595.062500 Penalty: 2872.859131
	Iteration 32Q: 3 clusters Score -662595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -662595.687500 Penalty: 2872.859131
	Iteration 33Q: 3 clusters Score -662595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -662596.500000 Penalty: 2872.859131
	Iteration 34Q: 3 clusters Score -662596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -662598.500000 Penalty: 2872.859131
	Iteration 35Q: 3 clusters Score -662598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -662601.375000 Penalty: 2872.859131
	Iteration 36Q: 3 clusters Score -662601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -662601.375000 Penalty: 2872.859131
	Iteration 37F: 3 clusters Score -662601.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Entering Unmasked Estep 
Score: -1156916.375000 Penalty: 1530.887207
	Iteration 0F: 2 clusters Score -1156916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1148145.750000 Penalty: 3061.774414
	Iteration 0F: 3 clusters Score -1148146 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1151468.500000 Penalty: 3061.774414
	Iteration 1F: 3 clusters Score -1151468 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1152056.750000 Penalty: 3061.774414
	Iteration 2F: 3 clusters Score -1152057 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1152616.875000 Penalty: 3061.774414
	Iteration 3F: 3 clusters Score -1152617 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1153198.750000 Penalty: 3061.774414
	Iteration 4F: 3 clusters Score -1153199 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1153789.500000 Penalty: 3061.774414
	Iteration 5F: 3 clusters Score -1153790 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1154440.250000 Penalty: 3061.774414
	Iteration 6F: 3 clusters Score -1154440 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1155099.875000 Penalty: 3061.774414
	Iteration 7F: 3 clusters Score -1155100 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1155933.750000 Penalty: 3061.774414
	Iteration 8F: 3 clusters Score -1155934 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1156698.875000 Penalty: 3061.774414
	Iteration 9Q: 3 clusters Score -1156699 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1157065.125000 Penalty: 3061.774414
	Iteration 10Q: 3 clusters Score -1157065 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1157192.500000 Penalty: 3061.774414
	Iteration 11Q: 3 clusters Score -1157192 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1157241.750000 Penalty: 3061.774414
	Iteration 12Q: 3 clusters Score -1157242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1157259.375000 Penalty: 3061.774414
	Iteration 13Q: 3 clusters Score -1157259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1157274.000000 Penalty: 3061.774414
	Iteration 14Q: 3 clusters Score -1157274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1157281.125000 Penalty: 3061.774414
	Iteration 15Q: 3 clusters Score -1157281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1157301.375000 Penalty: 3061.774414
	Iteration 16Q: 3 clusters Score -1157301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1157307.625000 Penalty: 3061.774414
	Iteration 17Q: 3 clusters Score -1157308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1157316.500000 Penalty: 3061.774414
	Iteration 18Q: 3 clusters Score -1157316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1157322.000000 Penalty: 3061.774414
	Iteration 19Q: 3 clusters Score -1157322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1157325.375000 Penalty: 3061.774414
	Iteration 20F: 3 clusters Score -1157325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1157329.125000 Penalty: 3061.774414
	Iteration 21Q: 3 clusters Score -1157329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1157328.625000 Penalty: 3061.774414
	Iteration 22Q: 3 clusters Score -1157329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1157328.375000 Penalty: 3061.774414
	Iteration 23Q: 3 clusters Score -1157328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1157331.000000 Penalty: 3061.774414
	Iteration 24Q: 3 clusters Score -1157331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1157335.250000 Penalty: 3061.774414
	Iteration 25Q: 3 clusters Score -1157335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1157338.625000 Penalty: 3061.774414
	Iteration 26Q: 3 clusters Score -1157339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1157341.125000 Penalty: 3061.774414
	Iteration 27Q: 3 clusters Score -1157341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1157342.375000 Penalty: 3061.774414
	Iteration 28Q: 3 clusters Score -1157342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1157338.750000 Penalty: 3061.774414
	Iteration 29Q: 3 clusters Score -1157339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1157338.250000 Penalty: 3061.774414
	Iteration 30Q: 3 clusters Score -1157338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1157340.375000 Penalty: 3061.774414
	Iteration 31Q: 3 clusters Score -1157340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1157345.375000 Penalty: 3061.774414
	Iteration 32Q: 3 clusters Score -1157345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1157348.750000 Penalty: 3061.774414
	Iteration 33Q: 3 clusters Score -1157349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1157351.750000 Penalty: 3061.774414
	Iteration 34Q: 3 clusters Score -1157352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1157353.750000 Penalty: 3061.774414
	Iteration 35Q: 3 clusters Score -1157354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1157356.000000 Penalty: 3061.774414
	Iteration 36Q: 3 clusters Score -1157356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1157361.375000 Penalty: 3061.774414
	Iteration 37Q: 3 clusters Score -1157361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1157367.750000 Penalty: 3061.774414
	Iteration 38Q: 3 clusters Score -1157368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1157367.500000 Penalty: 3061.774414
	Iteration 39Q: 3 clusters Score -1157368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1157368.250000 Penalty: 3061.774414
	Iteration 40F: 3 clusters Score -1157368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1157370.125000 Penalty: 3061.774414
	Iteration 41Q: 3 clusters Score -1157370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1157369.875000 Penalty: 3061.774414
	Iteration 42Q: 3 clusters Score -1157370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1157369.375000 Penalty: 3061.774414
	Iteration 43Q: 3 clusters Score -1157369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1157369.625000 Penalty: 3061.774414
	Iteration 44Q: 3 clusters Score -1157370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1157375.125000 Penalty: 3061.774414
	Iteration 45Q: 3 clusters Score -1157375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1157374.625000 Penalty: 3061.774414
	Iteration 46Q: 3 clusters Score -1157375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1157373.000000 Penalty: 3061.774414
	Iteration 47Q: 3 clusters Score -1157373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1157370.625000 Penalty: 3061.774414
	Iteration 48Q: 3 clusters Score -1157371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1157374.125000 Penalty: 3061.774414
	Iteration 49Q: 3 clusters Score -1157374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1157373.250000 Penalty: 3061.774414
	Iteration 50Q: 3 clusters Score -1157373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1157371.000000 Penalty: 3061.774414
	Iteration 51Q: 3 clusters Score -1157371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1157371.000000 Penalty: 3061.774414
	Iteration 52F: 3 clusters Score -1157371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71573 members 
Mstep: Class 8 contains 24771 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 27908 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13463 members 
Mstep: Class 15 contains 14464 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 43847 members 
Mstep: Class 19 contains 11721 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 20992 members 
Mstep: Class 25 contains 18859 members 
Mstep: Class 26 contains 7243 members 
Entering Unmasked Estep 
Score: -44830252.000000 Penalty: 55278.062500
Splitting cluster 5 changes total score from -44830464.000000 to -44830252.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -272442.437500 Penalty: 1292.528442
	Iteration 0F: 2 clusters Score -272442.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -269774.437500 Penalty: 2585.056885
	Iteration 0F: 3 clusters Score -269774.4 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -270357.718750 Penalty: 2585.056885
	Iteration 1F: 3 clusters Score -270357.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -270493.375000 Penalty: 2585.056885
	Iteration 2F: 3 clusters Score -270493.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -270582.562500 Penalty: 2585.056885
	Iteration 3F: 3 clusters Score -270582.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -270647.281250 Penalty: 2585.056885
	Iteration 4Q: 3 clusters Score -270647.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -270686.593750 Penalty: 2585.056885
	Iteration 5Q: 3 clusters Score -270686.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -270719.968750 Penalty: 2585.056885
	Iteration 6Q: 3 clusters Score -270720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -270745.875000 Penalty: 2585.056885
	Iteration 7Q: 3 clusters Score -270745.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -270759.875000 Penalty: 2585.056885
	Iteration 8Q: 3 clusters Score -270759.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -270774.093750 Penalty: 2585.056885
	Iteration 9Q: 3 clusters Score -270774.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -270786.500000 Penalty: 2585.056885
	Iteration 10Q: 3 clusters Score -270786.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -270801.468750 Penalty: 2585.056885
	Iteration 11Q: 3 clusters Score -270801.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -270815.312500 Penalty: 2585.056885
	Iteration 12Q: 3 clusters Score -270815.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -270827.593750 Penalty: 2585.056885
	Iteration 13Q: 3 clusters Score -270827.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -270840.843750 Penalty: 2585.056885
	Iteration 14Q: 3 clusters Score -270840.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -270849.187500 Penalty: 2585.056885
	Iteration 15Q: 3 clusters Score -270849.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -270854.843750 Penalty: 2585.056885
	Iteration 16Q: 3 clusters Score -270854.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -270859.500000 Penalty: 2585.056885
	Iteration 17Q: 3 clusters Score -270859.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -270863.875000 Penalty: 2585.056885
	Iteration 18Q: 3 clusters Score -270863.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -270868.125000 Penalty: 2585.056885
	Iteration 19Q: 3 clusters Score -270868.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -270876.187500 Penalty: 2585.056885
	Iteration 20F: 3 clusters Score -270876.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -270888.500000 Penalty: 2585.056885
	Iteration 21Q: 3 clusters Score -270888.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -270899.500000 Penalty: 2585.056885
	Iteration 22Q: 3 clusters Score -270899.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -270920.437500 Penalty: 2585.056885
	Iteration 23Q: 3 clusters Score -270920.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -270939.812500 Penalty: 2585.056885
	Iteration 24Q: 3 clusters Score -270939.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -270957.281250 Penalty: 2585.056885
	Iteration 25Q: 3 clusters Score -270957.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -270974.718750 Penalty: 2585.056885
	Iteration 26Q: 3 clusters Score -270974.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -270986.343750 Penalty: 2585.056885
	Iteration 27Q: 3 clusters Score -270986.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -270992.593750 Penalty: 2585.056885
	Iteration 28Q: 3 clusters Score -270992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -270997.812500 Penalty: 2585.056885
	Iteration 29Q: 3 clusters Score -270997.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -271004.062500 Penalty: 2585.056885
	Iteration 30Q: 3 clusters Score -271004.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -271007.906250 Penalty: 2585.056885
	Iteration 31Q: 3 clusters Score -271007.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -271013.093750 Penalty: 2585.056885
	Iteration 32Q: 3 clusters Score -271013.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -271019.031250 Penalty: 2585.056885
	Iteration 33Q: 3 clusters Score -271019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -271023.906250 Penalty: 2585.056885
	Iteration 34Q: 3 clusters Score -271023.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -271029.906250 Penalty: 2585.056885
	Iteration 35Q: 3 clusters Score -271029.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -271037.250000 Penalty: 2585.056885
	Iteration 36Q: 3 clusters Score -271037.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -271042.375000 Penalty: 2585.056885
	Iteration 37Q: 3 clusters Score -271042.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -271046.468750 Penalty: 2585.056885
	Iteration 38Q: 3 clusters Score -271046.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -271049.656250 Penalty: 2585.056885
	Iteration 39Q: 3 clusters Score -271049.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -271052.781250 Penalty: 2585.056885
	Iteration 40F: 3 clusters Score -271052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -271056.687500 Penalty: 2585.056885
	Iteration 41Q: 3 clusters Score -271056.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -271062.875000 Penalty: 2585.056885
	Iteration 42Q: 3 clusters Score -271062.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -271066.937500 Penalty: 2585.056885
	Iteration 43Q: 3 clusters Score -271066.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -271072.843750 Penalty: 2585.056885
	Iteration 44Q: 3 clusters Score -271072.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -271080.875000 Penalty: 2585.056885
	Iteration 45Q: 3 clusters Score -271080.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -271088.781250 Penalty: 2585.056885
	Iteration 46Q: 3 clusters Score -271088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -271097.687500 Penalty: 2585.056885
	Iteration 47Q: 3 clusters Score -271097.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -271103.968750 Penalty: 2585.056885
	Iteration 48Q: 3 clusters Score -271104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -271107.406250 Penalty: 2585.056885
	Iteration 49Q: 3 clusters Score -271107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -271111.687500 Penalty: 2585.056885
	Iteration 50Q: 3 clusters Score -271111.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -271120.531250 Penalty: 2585.056885
	Iteration 51Q: 3 clusters Score -271120.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -271131.875000 Penalty: 2585.056885
	Iteration 52Q: 3 clusters Score -271131.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -271143.750000 Penalty: 2585.056885
	Iteration 53Q: 3 clusters Score -271143.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -271152.906250 Penalty: 2585.056885
	Iteration 54Q: 3 clusters Score -271152.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -271161.531250 Penalty: 2585.056885
	Iteration 55Q: 3 clusters Score -271161.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -271167.093750 Penalty: 2585.056885
	Iteration 56Q: 3 clusters Score -271167.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -271170.500000 Penalty: 2585.056885
	Iteration 57Q: 3 clusters Score -271170.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -271172.187500 Penalty: 2585.056885
	Iteration 58Q: 3 clusters Score -271172.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -271175.750000 Penalty: 2585.056885
	Iteration 59Q: 3 clusters Score -271175.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -271178.000000 Penalty: 2585.056885
	Iteration 60F: 3 clusters Score -271178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -271179.687500 Penalty: 2585.056885
	Iteration 61Q: 3 clusters Score -271179.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -271181.562500 Penalty: 2585.056885
	Iteration 62Q: 3 clusters Score -271181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -271182.875000 Penalty: 2585.056885
	Iteration 63Q: 3 clusters Score -271182.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -271183.750000 Penalty: 2585.056885
	Iteration 64Q: 3 clusters Score -271183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -271183.750000 Penalty: 2585.056885
	Iteration 65F: 3 clusters Score -271183.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71573 members 
Entering Unmasked Estep 
Score: -6856193.000000 Penalty: 1816.501953
	Iteration 0F: 2 clusters Score -6856193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -6808236.500000 Penalty: 3633.003906
	Iteration 0F: 3 clusters Score -6808236 nChanged 33977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -6827913.000000 Penalty: 3633.003906
	Iteration 1F: 3 clusters Score -6827913 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -6828560.500000 Penalty: 3633.003906
	Iteration 2Q: 3 clusters Score -6828560 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -6829435.000000 Penalty: 3633.003906
	Iteration 3Q: 3 clusters Score -6829435 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -6830839.500000 Penalty: 3633.003906
	Iteration 4Q: 3 clusters Score -6830840 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -6833191.000000 Penalty: 3633.003906
	Iteration 5F: 3 clusters Score -6833191 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -6836822.500000 Penalty: 3633.003906
	Iteration 6F: 3 clusters Score -6836822 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -6841566.500000 Penalty: 3633.003906
	Iteration 7F: 3 clusters Score -6841566 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -6846084.000000 Penalty: 3633.003906
	Iteration 8F: 3 clusters Score -6846084 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -6849460.000000 Penalty: 3633.003906
	Iteration 9F: 3 clusters Score -6849460 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -6851560.000000 Penalty: 3633.003906
	Iteration 10Q: 3 clusters Score -6851560 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66535 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -6852827.500000 Penalty: 3633.003906
	Iteration 11Q: 3 clusters Score -6852828 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -6853672.000000 Penalty: 3633.003906
	Iteration 12Q: 3 clusters Score -6853672 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6854306.000000 Penalty: 3633.003906
	Iteration 13Q: 3 clusters Score -6854306 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6854724.500000 Penalty: 3633.003906
	Iteration 14Q: 3 clusters Score -6854724 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6854950.000000 Penalty: 3633.003906
	Iteration 15Q: 3 clusters Score -6854950 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6855090.000000 Penalty: 3633.003906
	Iteration 16Q: 3 clusters Score -6855090 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6855141.000000 Penalty: 3633.003906
	Iteration 17Q: 3 clusters Score -6855141 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6855185.500000 Penalty: 3633.003906
	Iteration 18Q: 3 clusters Score -6855186 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -6855231.500000 Penalty: 3633.003906
	Iteration 19Q: 3 clusters Score -6855232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6855250.500000 Penalty: 3633.003906
	Iteration 20F: 3 clusters Score -6855250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6855253.500000 Penalty: 3633.003906
	Iteration 21Q: 3 clusters Score -6855254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6855271.500000 Penalty: 3633.003906
	Iteration 22Q: 3 clusters Score -6855272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6855283.500000 Penalty: 3633.003906
	Iteration 23Q: 3 clusters Score -6855284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69182 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6855291.000000 Penalty: 3633.003906
	Iteration 24Q: 3 clusters Score -6855291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6855312.000000 Penalty: 3633.003906
	Iteration 25Q: 3 clusters Score -6855312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6855319.500000 Penalty: 3633.003906
	Iteration 26Q: 3 clusters Score -6855320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6855317.000000 Penalty: 3633.003906
	Iteration 27Q: 3 clusters Score -6855317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -6855312.000000 Penalty: 3633.003906
	Iteration 28Q: 3 clusters Score -6855312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6855315.500000 Penalty: 3633.003906
	Iteration 29Q: 3 clusters Score -6855316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6855331.000000 Penalty: 3633.003906
	Iteration 30Q: 3 clusters Score -6855331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6855335.000000 Penalty: 3633.003906
	Iteration 31Q: 3 clusters Score -6855335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6855331.000000 Penalty: 3633.003906
	Iteration 32Q: 3 clusters Score -6855331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -6855332.500000 Penalty: 3633.003906
	Iteration 33Q: 3 clusters Score -6855332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6855324.500000 Penalty: 3633.003906
	Iteration 34Q: 3 clusters Score -6855324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6855330.000000 Penalty: 3633.003906
	Iteration 35Q: 3 clusters Score -6855330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6855327.000000 Penalty: 3633.003906
	Iteration 36Q: 3 clusters Score -6855327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6855327.000000 Penalty: 3633.003906
	Iteration 37F: 3 clusters Score -6855327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Entering Unmasked Estep 
Score: -2404965.000000 Penalty: 1644.082153
	Iteration 0F: 2 clusters Score -2404965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2388356.500000 Penalty: 3288.164307
	Iteration 0F: 3 clusters Score -2388356 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2394390.000000 Penalty: 3288.164307
	Iteration 1F: 3 clusters Score -2394390 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2394679.750000 Penalty: 3288.164307
	Iteration 2Q: 3 clusters Score -2394680 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2394965.250000 Penalty: 3288.164307
	Iteration 3Q: 3 clusters Score -2394965 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2395275.750000 Penalty: 3288.164307
	Iteration 4Q: 3 clusters Score -2395276 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2395600.250000 Penalty: 3288.164307
	Iteration 5Q: 3 clusters Score -2395600 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2395998.000000 Penalty: 3288.164307
	Iteration 6Q: 3 clusters Score -2395998 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2396576.500000 Penalty: 3288.164307
	Iteration 7Q: 3 clusters Score -2396576 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2397399.500000 Penalty: 3288.164307
	Iteration 8F: 3 clusters Score -2397400 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2398563.500000 Penalty: 3288.164307
	Iteration 9F: 3 clusters Score -2398564 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2399953.250000 Penalty: 3288.164307
	Iteration 10F: 3 clusters Score -2399953 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2401196.000000 Penalty: 3288.164307
	Iteration 11F: 3 clusters Score -2401196 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2402140.500000 Penalty: 3288.164307
	Iteration 12Q: 3 clusters Score -2402140 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2402711.500000 Penalty: 3288.164307
	Iteration 13Q: 3 clusters Score -2402712 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2403041.000000 Penalty: 3288.164307
	Iteration 14Q: 3 clusters Score -2403041 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2403230.000000 Penalty: 3288.164307
	Iteration 15Q: 3 clusters Score -2403230 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -2403363.500000 Penalty: 3288.164307
	Iteration 16Q: 3 clusters Score -2403364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2403424.250000 Penalty: 3288.164307
	Iteration 17Q: 3 clusters Score -2403424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2403460.000000 Penalty: 3288.164307
	Iteration 18Q: 3 clusters Score -2403460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2403482.500000 Penalty: 3288.164307
	Iteration 19Q: 3 clusters Score -2403482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -2403498.250000 Penalty: 3288.164307
	Iteration 20F: 3 clusters Score -2403498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -2403518.750000 Penalty: 3288.164307
	Iteration 21Q: 3 clusters Score -2403519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2403541.750000 Penalty: 3288.164307
	Iteration 22Q: 3 clusters Score -2403542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -2403551.250000 Penalty: 3288.164307
	Iteration 23Q: 3 clusters Score -2403551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2403558.250000 Penalty: 3288.164307
	Iteration 24Q: 3 clusters Score -2403558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2403565.750000 Penalty: 3288.164307
	Iteration 25Q: 3 clusters Score -2403566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -2403567.750000 Penalty: 3288.164307
	Iteration 26Q: 3 clusters Score -2403568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -2403569.750000 Penalty: 3288.164307
	Iteration 27Q: 3 clusters Score -2403570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2403573.000000 Penalty: 3288.164307
	Iteration 28Q: 3 clusters Score -2403573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2403572.750000 Penalty: 3288.164307
	Iteration 29Q: 3 clusters Score -2403573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2403572.750000 Penalty: 3288.164307
	Iteration 30F: 3 clusters Score -2403573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -114315.812500 Penalty: 1155.885620
	Iteration 0F: 2 clusters Score -114315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -112711.507812 Penalty: 2311.771240
	Iteration 0F: 3 clusters Score -112711.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -113008.609375 Penalty: 2311.771240
	Iteration 1F: 3 clusters Score -113008.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -113073.429688 Penalty: 2311.771240
	Iteration 2F: 3 clusters Score -113073.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -113117.007812 Penalty: 2311.771240
	Iteration 3Q: 3 clusters Score -113117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -113143.796875 Penalty: 2311.771240
	Iteration 4Q: 3 clusters Score -113143.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -113164.351562 Penalty: 2311.771240
	Iteration 5Q: 3 clusters Score -113164.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -113172.382812 Penalty: 2311.771240
	Iteration 6Q: 3 clusters Score -113172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -113180.523438 Penalty: 2311.771240
	Iteration 7Q: 3 clusters Score -113180.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -113185.906250 Penalty: 2311.771240
	Iteration 8Q: 3 clusters Score -113185.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -113192.554688 Penalty: 2311.771240
	Iteration 9Q: 3 clusters Score -113192.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -113199.609375 Penalty: 2311.771240
	Iteration 10Q: 3 clusters Score -113199.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -113211.054688 Penalty: 2311.771240
	Iteration 11Q: 3 clusters Score -113211.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -113216.898438 Penalty: 2311.771240
	Iteration 12Q: 3 clusters Score -113216.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113223.710938 Penalty: 2311.771240
	Iteration 13Q: 3 clusters Score -113223.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -113227.898438 Penalty: 2311.771240
	Iteration 14Q: 3 clusters Score -113227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -113229.750000 Penalty: 2311.771240
	Iteration 15Q: 3 clusters Score -113229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -113230.992188 Penalty: 2311.771240
	Iteration 16Q: 3 clusters Score -113231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -113232.593750 Penalty: 2311.771240
	Iteration 17Q: 3 clusters Score -113232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113234.031250 Penalty: 2311.771240
	Iteration 18Q: 3 clusters Score -113234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113235.359375 Penalty: 2311.771240
	Iteration 19Q: 3 clusters Score -113235.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113235.359375 Penalty: 2311.771240
	Iteration 20F: 3 clusters Score -113235.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Entering Unmasked Estep 
Score: -2686461.500000 Penalty: 1663.458618
	Iteration 0F: 2 clusters Score -2686462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2667529.250000 Penalty: 3326.917236
	Iteration 0F: 3 clusters Score -2667529 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2674813.750000 Penalty: 3326.917236
	Iteration 1F: 3 clusters Score -2674814 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2675275.750000 Penalty: 3326.917236
	Iteration 2Q: 3 clusters Score -2675276 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2675895.000000 Penalty: 3326.917236
	Iteration 3Q: 3 clusters Score -2675895 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2676753.500000 Penalty: 3326.917236
	Iteration 4F: 3 clusters Score -2676754 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2678127.250000 Penalty: 3326.917236
	Iteration 5F: 3 clusters Score -2678127 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2680178.000000 Penalty: 3326.917236
	Iteration 6F: 3 clusters Score -2680178 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -2682269.250000 Penalty: 3326.917236
	Iteration 7F: 3 clusters Score -2682269 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2683784.500000 Penalty: 3326.917236
	Iteration 8F: 3 clusters Score -2683784 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -2684511.000000 Penalty: 3326.917236
	Iteration 9Q: 3 clusters Score -2684511 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -2684771.500000 Penalty: 3326.917236
	Iteration 10Q: 3 clusters Score -2684772 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -2684885.750000 Penalty: 3326.917236
	Iteration 11Q: 3 clusters Score -2684886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -2684941.000000 Penalty: 3326.917236
	Iteration 12Q: 3 clusters Score -2684941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -2684969.250000 Penalty: 3326.917236
	Iteration 13Q: 3 clusters Score -2684969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -2684980.750000 Penalty: 3326.917236
	Iteration 14Q: 3 clusters Score -2684981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -2684986.500000 Penalty: 3326.917236
	Iteration 15Q: 3 clusters Score -2684986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -2684993.750000 Penalty: 3326.917236
	Iteration 16Q: 3 clusters Score -2684994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -2685002.500000 Penalty: 3326.917236
	Iteration 17Q: 3 clusters Score -2685002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -2685008.500000 Penalty: 3326.917236
	Iteration 18Q: 3 clusters Score -2685008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -2685013.500000 Penalty: 3326.917236
	Iteration 19Q: 3 clusters Score -2685014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -2685018.000000 Penalty: 3326.917236
	Iteration 20F: 3 clusters Score -2685018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -2685023.750000 Penalty: 3326.917236
	Iteration 21Q: 3 clusters Score -2685024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -2685026.750000 Penalty: 3326.917236
	Iteration 22Q: 3 clusters Score -2685027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -2685032.500000 Penalty: 3326.917236
	Iteration 23Q: 3 clusters Score -2685032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -2685032.250000 Penalty: 3326.917236
	Iteration 24Q: 3 clusters Score -2685032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -2685031.500000 Penalty: 3326.917236
	Iteration 25Q: 3 clusters Score -2685032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -2685031.500000 Penalty: 3326.917236
	Iteration 26F: 3 clusters Score -2685032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -495972.218750 Penalty: 1390.666992
	Iteration 0F: 2 clusters Score -495972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -491868.843750 Penalty: 2781.333984
	Iteration 0F: 3 clusters Score -491868.8 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -493032.843750 Penalty: 2781.333984
	Iteration 1F: 3 clusters Score -493032.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -493225.468750 Penalty: 2781.333984
	Iteration 2F: 3 clusters Score -493225.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -493363.562500 Penalty: 2781.333984
	Iteration 3F: 3 clusters Score -493363.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -493514.718750 Penalty: 2781.333984
	Iteration 4Q: 3 clusters Score -493514.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -493706.250000 Penalty: 2781.333984
	Iteration 5F: 3 clusters Score -493706.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -493927.593750 Penalty: 2781.333984
	Iteration 6F: 3 clusters Score -493927.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -494165.500000 Penalty: 2781.333984
	Iteration 7F: 3 clusters Score -494165.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -494393.000000 Penalty: 2781.333984
	Iteration 8F: 3 clusters Score -494393 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -494591.718750 Penalty: 2781.333984
	Iteration 9F: 3 clusters Score -494591.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -494740.718750 Penalty: 2781.333984
	Iteration 10Q: 3 clusters Score -494740.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -494872.437500 Penalty: 2781.333984
	Iteration 11Q: 3 clusters Score -494872.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -494983.218750 Penalty: 2781.333984
	Iteration 12Q: 3 clusters Score -494983.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -495067.281250 Penalty: 2781.333984
	Iteration 13Q: 3 clusters Score -495067.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -495132.093750 Penalty: 2781.333984
	Iteration 14Q: 3 clusters Score -495132.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -495183.250000 Penalty: 2781.333984
	Iteration 15Q: 3 clusters Score -495183.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -495216.750000 Penalty: 2781.333984
	Iteration 16Q: 3 clusters Score -495216.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -495239.187500 Penalty: 2781.333984
	Iteration 17Q: 3 clusters Score -495239.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -495257.375000 Penalty: 2781.333984
	Iteration 18Q: 3 clusters Score -495257.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -495274.812500 Penalty: 2781.333984
	Iteration 19Q: 3 clusters Score -495274.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -495302.312500 Penalty: 2781.333984
	Iteration 20F: 3 clusters Score -495302.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -495320.531250 Penalty: 2781.333984
	Iteration 21Q: 3 clusters Score -495320.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -495339.187500 Penalty: 2781.333984
	Iteration 22Q: 3 clusters Score -495339.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -495356.812500 Penalty: 2781.333984
	Iteration 23Q: 3 clusters Score -495356.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -495372.687500 Penalty: 2781.333984
	Iteration 24Q: 3 clusters Score -495372.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -495384.093750 Penalty: 2781.333984
	Iteration 25Q: 3 clusters Score -495384.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -495392.125000 Penalty: 2781.333984
	Iteration 26Q: 3 clusters Score -495392.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -495396.343750 Penalty: 2781.333984
	Iteration 27Q: 3 clusters Score -495396.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -495401.156250 Penalty: 2781.333984
	Iteration 28Q: 3 clusters Score -495401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -495403.906250 Penalty: 2781.333984
	Iteration 29Q: 3 clusters Score -495403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -495406.187500 Penalty: 2781.333984
	Iteration 30Q: 3 clusters Score -495406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -495406.562500 Penalty: 2781.333984
	Iteration 31Q: 3 clusters Score -495406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -495407.687500 Penalty: 2781.333984
	Iteration 32Q: 3 clusters Score -495407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -495408.562500 Penalty: 2781.333984
	Iteration 33Q: 3 clusters Score -495408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -495408.906250 Penalty: 2781.333984
	Iteration 34Q: 3 clusters Score -495408.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -495408.906250 Penalty: 2781.333984
	Iteration 35F: 3 clusters Score -495408.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -555693.062500 Penalty: 1408.861084
	Iteration 0F: 2 clusters Score -555693.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -551155.625000 Penalty: 2817.722168
	Iteration 0F: 3 clusters Score -551155.6 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -552432.562500 Penalty: 2817.722168
	Iteration 1F: 3 clusters Score -552432.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -552617.375000 Penalty: 2817.722168
	Iteration 2F: 3 clusters Score -552617.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -552741.437500 Penalty: 2817.722168
	Iteration 3Q: 3 clusters Score -552741.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -552830.000000 Penalty: 2817.722168
	Iteration 4Q: 3 clusters Score -552830 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -552903.812500 Penalty: 2817.722168
	Iteration 5Q: 3 clusters Score -552903.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -552970.937500 Penalty: 2817.722168
	Iteration 6Q: 3 clusters Score -552970.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -553029.937500 Penalty: 2817.722168
	Iteration 7Q: 3 clusters Score -553029.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -553080.000000 Penalty: 2817.722168
	Iteration 8Q: 3 clusters Score -553080 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -553128.625000 Penalty: 2817.722168
	Iteration 9Q: 3 clusters Score -553128.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -553181.187500 Penalty: 2817.722168
	Iteration 10Q: 3 clusters Score -553181.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -553225.750000 Penalty: 2817.722168
	Iteration 11Q: 3 clusters Score -553225.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -553262.500000 Penalty: 2817.722168
	Iteration 12Q: 3 clusters Score -553262.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -553304.625000 Penalty: 2817.722168
	Iteration 13Q: 3 clusters Score -553304.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -553344.125000 Penalty: 2817.722168
	Iteration 14Q: 3 clusters Score -553344.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -553381.500000 Penalty: 2817.722168
	Iteration 15Q: 3 clusters Score -553381.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -553412.812500 Penalty: 2817.722168
	Iteration 16Q: 3 clusters Score -553412.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -553448.375000 Penalty: 2817.722168
	Iteration 17Q: 3 clusters Score -553448.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -553484.562500 Penalty: 2817.722168
	Iteration 18Q: 3 clusters Score -553484.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -553525.125000 Penalty: 2817.722168
	Iteration 19Q: 3 clusters Score -553525.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -553576.000000 Penalty: 2817.722168
	Iteration 20F: 3 clusters Score -553576 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -553642.750000 Penalty: 2817.722168
	Iteration 21Q: 3 clusters Score -553642.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -553713.437500 Penalty: 2817.722168
	Iteration 22Q: 3 clusters Score -553713.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -553798.500000 Penalty: 2817.722168
	Iteration 23Q: 3 clusters Score -553798.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -553885.500000 Penalty: 2817.722168
	Iteration 24Q: 3 clusters Score -553885.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -553968.312500 Penalty: 2817.722168
	Iteration 25Q: 3 clusters Score -553968.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -554057.687500 Penalty: 2817.722168
	Iteration 26Q: 3 clusters Score -554057.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -554144.187500 Penalty: 2817.722168
	Iteration 27Q: 3 clusters Score -554144.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -554210.687500 Penalty: 2817.722168
	Iteration 28Q: 3 clusters Score -554210.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -554271.312500 Penalty: 2817.722168
	Iteration 29Q: 3 clusters Score -554271.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -554320.750000 Penalty: 2817.722168
	Iteration 30Q: 3 clusters Score -554320.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -554349.812500 Penalty: 2817.722168
	Iteration 31Q: 3 clusters Score -554349.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -554368.375000 Penalty: 2817.722168
	Iteration 32Q: 3 clusters Score -554368.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -554380.437500 Penalty: 2817.722168
	Iteration 33Q: 3 clusters Score -554380.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -554392.500000 Penalty: 2817.722168
	Iteration 34Q: 3 clusters Score -554392.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -554396.625000 Penalty: 2817.722168
	Iteration 35Q: 3 clusters Score -554396.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -554401.125000 Penalty: 2817.722168
	Iteration 36Q: 3 clusters Score -554401.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -554406.000000 Penalty: 2817.722168
	Iteration 37Q: 3 clusters Score -554406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -554409.875000 Penalty: 2817.722168
	Iteration 38Q: 3 clusters Score -554409.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -554414.062500 Penalty: 2817.722168
	Iteration 39Q: 3 clusters Score -554414.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -554416.812500 Penalty: 2817.722168
	Iteration 40F: 3 clusters Score -554416.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -554422.125000 Penalty: 2817.722168
	Iteration 41Q: 3 clusters Score -554422.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -554427.500000 Penalty: 2817.722168
	Iteration 42Q: 3 clusters Score -554427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -554429.812500 Penalty: 2817.722168
	Iteration 43Q: 3 clusters Score -554429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -554432.312500 Penalty: 2817.722168
	Iteration 44Q: 3 clusters Score -554432.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -554434.312500 Penalty: 2817.722168
	Iteration 45Q: 3 clusters Score -554434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -554435.937500 Penalty: 2817.722168
	Iteration 46Q: 3 clusters Score -554435.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -554436.187500 Penalty: 2817.722168
	Iteration 47Q: 3 clusters Score -554436.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -554437.312500 Penalty: 2817.722168
	Iteration 48Q: 3 clusters Score -554437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -554439.187500 Penalty: 2817.722168
	Iteration 49Q: 3 clusters Score -554439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -554443.312500 Penalty: 2817.722168
	Iteration 50Q: 3 clusters Score -554443.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -554445.812500 Penalty: 2817.722168
	Iteration 51Q: 3 clusters Score -554445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -554446.937500 Penalty: 2817.722168
	Iteration 52Q: 3 clusters Score -554446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -554448.437500 Penalty: 2817.722168
	Iteration 53Q: 3 clusters Score -554448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -554450.000000 Penalty: 2817.722168
	Iteration 54Q: 3 clusters Score -554450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -554450.062500 Penalty: 2817.722168
	Iteration 55Q: 3 clusters Score -554450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -554450.062500 Penalty: 2817.722168
	Iteration 56F: 3 clusters Score -554450.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -112357.210938 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -112357.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -110811.976562 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -110812 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -111154.117188 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -111154.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -111319.390625 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -111319.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -111538.242188 Penalty: 2327.022461
	Iteration 3F: 3 clusters Score -111538.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -111866.218750 Penalty: 2327.022461
	Iteration 4F: 3 clusters Score -111866.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -112068.406250 Penalty: 2327.022461
	Iteration 5F: 3 clusters Score -112068.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -112223.531250 Penalty: 2327.022461
	Iteration 6F: 3 clusters Score -112223.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -112316.593750 Penalty: 2327.022461
	Iteration 7Q: 3 clusters Score -112316.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -112397.312500 Penalty: 2327.022461
	Iteration 8Q: 3 clusters Score -112397.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -112453.132812 Penalty: 2327.022461
	Iteration 9Q: 3 clusters Score -112453.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -112473.710938 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -112473.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -112499.335938 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -112499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -112514.039062 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -112514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -112518.859375 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -112518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -112520.445312 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -112520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -112520.445312 Penalty: 2327.022461
	Iteration 15F: 3 clusters Score -112520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71573 members 
Mstep: Class 8 contains 24771 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 27908 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 123 members 
Mstep: Class 14 contains 13463 members 
Mstep: Class 15 contains 14464 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 43847 members 
Mstep: Class 19 contains 11721 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 20992 members 
Mstep: Class 25 contains 18859 members 
Mstep: Class 26 contains 1164 members 
Entering Unmasked Estep 
Score: -44829580.000000 Penalty: 55278.062500
Splitting cluster 13 changes total score from -44830464.000000 to -44829580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (13463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Entering Unmasked Estep 
Score: -1273908.750000 Penalty: 1545.001343
	Iteration 0F: 2 clusters Score -1273909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1264446.250000 Penalty: 3090.002686
	Iteration 0F: 3 clusters Score -1264446 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1267812.250000 Penalty: 3090.002686
	Iteration 1F: 3 clusters Score -1267812 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1268307.125000 Penalty: 3090.002686
	Iteration 2F: 3 clusters Score -1268307 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1268811.625000 Penalty: 3090.002686
	Iteration 3F: 3 clusters Score -1268812 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1269275.000000 Penalty: 3090.002686
	Iteration 4F: 3 clusters Score -1269275 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1269675.000000 Penalty: 3090.002686
	Iteration 5F: 3 clusters Score -1269675 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1270000.500000 Penalty: 3090.002686
	Iteration 6Q: 3 clusters Score -1270000 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1270277.625000 Penalty: 3090.002686
	Iteration 7Q: 3 clusters Score -1270278 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1270523.125000 Penalty: 3090.002686
	Iteration 8Q: 3 clusters Score -1270523 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1270705.500000 Penalty: 3090.002686
	Iteration 9Q: 3 clusters Score -1270706 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1270857.875000 Penalty: 3090.002686
	Iteration 10Q: 3 clusters Score -1270858 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1270993.000000 Penalty: 3090.002686
	Iteration 11Q: 3 clusters Score -1270993 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1271073.000000 Penalty: 3090.002686
	Iteration 12Q: 3 clusters Score -1271073 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1271132.000000 Penalty: 3090.002686
	Iteration 13Q: 3 clusters Score -1271132 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1271181.625000 Penalty: 3090.002686
	Iteration 14Q: 3 clusters Score -1271182 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1271233.000000 Penalty: 3090.002686
	Iteration 15Q: 3 clusters Score -1271233 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1271281.500000 Penalty: 3090.002686
	Iteration 16Q: 3 clusters Score -1271282 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1271311.875000 Penalty: 3090.002686
	Iteration 17Q: 3 clusters Score -1271312 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1271343.750000 Penalty: 3090.002686
	Iteration 18Q: 3 clusters Score -1271344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1271368.500000 Penalty: 3090.002686
	Iteration 19Q: 3 clusters Score -1271368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1271393.250000 Penalty: 3090.002686
	Iteration 20F: 3 clusters Score -1271393 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1271421.000000 Penalty: 3090.002686
	Iteration 21Q: 3 clusters Score -1271421 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1271434.500000 Penalty: 3090.002686
	Iteration 22Q: 3 clusters Score -1271434 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1271458.250000 Penalty: 3090.002686
	Iteration 23Q: 3 clusters Score -1271458 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1271471.250000 Penalty: 3090.002686
	Iteration 24Q: 3 clusters Score -1271471 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1271485.625000 Penalty: 3090.002686
	Iteration 25Q: 3 clusters Score -1271486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1271497.625000 Penalty: 3090.002686
	Iteration 26Q: 3 clusters Score -1271498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1271507.750000 Penalty: 3090.002686
	Iteration 27Q: 3 clusters Score -1271508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1271516.750000 Penalty: 3090.002686
	Iteration 28Q: 3 clusters Score -1271517 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1271523.125000 Penalty: 3090.002686
	Iteration 29Q: 3 clusters Score -1271523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1271526.750000 Penalty: 3090.002686
	Iteration 30Q: 3 clusters Score -1271527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1271534.000000 Penalty: 3090.002686
	Iteration 31Q: 3 clusters Score -1271534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1271537.375000 Penalty: 3090.002686
	Iteration 32Q: 3 clusters Score -1271537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1271538.875000 Penalty: 3090.002686
	Iteration 33Q: 3 clusters Score -1271539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1271545.750000 Penalty: 3090.002686
	Iteration 34Q: 3 clusters Score -1271546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1271544.000000 Penalty: 3090.002686
	Iteration 35Q: 3 clusters Score -1271544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1271550.875000 Penalty: 3090.002686
	Iteration 36Q: 3 clusters Score -1271551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1271555.375000 Penalty: 3090.002686
	Iteration 37Q: 3 clusters Score -1271555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1271562.500000 Penalty: 3090.002686
	Iteration 38Q: 3 clusters Score -1271562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1271562.500000 Penalty: 3090.002686
	Iteration 39Q: 3 clusters Score -1271562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1271567.250000 Penalty: 3090.002686
	Iteration 40F: 3 clusters Score -1271567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1271572.125000 Penalty: 3090.002686
	Iteration 41Q: 3 clusters Score -1271572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1271570.125000 Penalty: 3090.002686
	Iteration 42Q: 3 clusters Score -1271570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1271574.125000 Penalty: 3090.002686
	Iteration 43Q: 3 clusters Score -1271574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1271576.875000 Penalty: 3090.002686
	Iteration 44Q: 3 clusters Score -1271577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1271580.000000 Penalty: 3090.002686
	Iteration 45Q: 3 clusters Score -1271580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1271586.250000 Penalty: 3090.002686
	Iteration 46Q: 3 clusters Score -1271586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1271595.250000 Penalty: 3090.002686
	Iteration 47Q: 3 clusters Score -1271595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1271598.500000 Penalty: 3090.002686
	Iteration 48Q: 3 clusters Score -1271598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1271606.500000 Penalty: 3090.002686
	Iteration 49Q: 3 clusters Score -1271606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1271615.500000 Penalty: 3090.002686
	Iteration 50Q: 3 clusters Score -1271616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1271618.625000 Penalty: 3090.002686
	Iteration 51Q: 3 clusters Score -1271619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1271618.500000 Penalty: 3090.002686
	Iteration 52Q: 3 clusters Score -1271618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1271620.375000 Penalty: 3090.002686
	Iteration 53Q: 3 clusters Score -1271620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1271623.250000 Penalty: 3090.002686
	Iteration 54Q: 3 clusters Score -1271623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1271627.875000 Penalty: 3090.002686
	Iteration 55Q: 3 clusters Score -1271628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1271624.250000 Penalty: 3090.002686
	Iteration 56Q: 3 clusters Score -1271624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1271628.250000 Penalty: 3090.002686
	Iteration 57Q: 3 clusters Score -1271628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1271629.625000 Penalty: 3090.002686
	Iteration 58Q: 3 clusters Score -1271630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1271634.375000 Penalty: 3090.002686
	Iteration 59Q: 3 clusters Score -1271634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1271632.750000 Penalty: 3090.002686
	Iteration 60F: 3 clusters Score -1271633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1271638.625000 Penalty: 3090.002686
	Iteration 61Q: 3 clusters Score -1271639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1271643.625000 Penalty: 3090.002686
	Iteration 62Q: 3 clusters Score -1271644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1271644.250000 Penalty: 3090.002686
	Iteration 63Q: 3 clusters Score -1271644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1271647.750000 Penalty: 3090.002686
	Iteration 64Q: 3 clusters Score -1271648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1271647.250000 Penalty: 3090.002686
	Iteration 65Q: 3 clusters Score -1271647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1271649.000000 Penalty: 3090.002686
	Iteration 66Q: 3 clusters Score -1271649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1271650.250000 Penalty: 3090.002686
	Iteration 67Q: 3 clusters Score -1271650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1271647.875000 Penalty: 3090.002686
	Iteration 68Q: 3 clusters Score -1271648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1271650.500000 Penalty: 3090.002686
	Iteration 69Q: 3 clusters Score -1271650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1271649.625000 Penalty: 3090.002686
	Iteration 70Q: 3 clusters Score -1271650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1271651.750000 Penalty: 3090.002686
	Iteration 71Q: 3 clusters Score -1271652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1271651.625000 Penalty: 3090.002686
	Iteration 72Q: 3 clusters Score -1271652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1271653.375000 Penalty: 3090.002686
	Iteration 73Q: 3 clusters Score -1271653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1271653.375000 Penalty: 3090.002686
	Iteration 74Q: 3 clusters Score -1271653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1271654.125000 Penalty: 3090.002686
	Iteration 75Q: 3 clusters Score -1271654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1271654.125000 Penalty: 3090.002686
	Iteration 76F: 3 clusters Score -1271654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Entering Unmasked Estep 
Score: -1391971.625000 Penalty: 1556.655396
	Iteration 0F: 2 clusters Score -1391972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1382038.250000 Penalty: 3113.310791
	Iteration 0F: 3 clusters Score -1382038 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1385561.500000 Penalty: 3113.310791
	Iteration 1F: 3 clusters Score -1385562 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1385960.875000 Penalty: 3113.310791
	Iteration 2F: 3 clusters Score -1385961 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1386349.250000 Penalty: 3113.310791
	Iteration 3F: 3 clusters Score -1386349 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1386711.375000 Penalty: 3113.310791
	Iteration 4F: 3 clusters Score -1386711 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1387094.000000 Penalty: 3113.310791
	Iteration 5F: 3 clusters Score -1387094 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1387503.125000 Penalty: 3113.310791
	Iteration 6F: 3 clusters Score -1387503 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1387936.250000 Penalty: 3113.310791
	Iteration 7Q: 3 clusters Score -1387936 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1388414.625000 Penalty: 3113.310791
	Iteration 8Q: 3 clusters Score -1388415 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1388929.000000 Penalty: 3113.310791
	Iteration 9Q: 3 clusters Score -1388929 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1389447.750000 Penalty: 3113.310791
	Iteration 10Q: 3 clusters Score -1389448 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1389897.125000 Penalty: 3113.310791
	Iteration 11Q: 3 clusters Score -1389897 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1390265.875000 Penalty: 3113.310791
	Iteration 12Q: 3 clusters Score -1390266 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1390494.125000 Penalty: 3113.310791
	Iteration 13Q: 3 clusters Score -1390494 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1390618.000000 Penalty: 3113.310791
	Iteration 14Q: 3 clusters Score -1390618 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1390677.000000 Penalty: 3113.310791
	Iteration 15Q: 3 clusters Score -1390677 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1390706.250000 Penalty: 3113.310791
	Iteration 16Q: 3 clusters Score -1390706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1390720.875000 Penalty: 3113.310791
	Iteration 17Q: 3 clusters Score -1390721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1390724.750000 Penalty: 3113.310791
	Iteration 18Q: 3 clusters Score -1390725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1390729.000000 Penalty: 3113.310791
	Iteration 19Q: 3 clusters Score -1390729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1390729.250000 Penalty: 3113.310791
	Iteration 20F: 3 clusters Score -1390729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1390731.375000 Penalty: 3113.310791
	Iteration 21Q: 3 clusters Score -1390731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1390733.250000 Penalty: 3113.310791
	Iteration 22Q: 3 clusters Score -1390733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1390733.250000 Penalty: 3113.310791
	Iteration 23Q: 3 clusters Score -1390733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1390734.375000 Penalty: 3113.310791
	Iteration 24Q: 3 clusters Score -1390734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1390737.125000 Penalty: 3113.310791
	Iteration 25Q: 3 clusters Score -1390737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1390737.875000 Penalty: 3113.310791
	Iteration 26Q: 3 clusters Score -1390738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1390737.875000 Penalty: 3113.310791
	Iteration 27F: 3 clusters Score -1390738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -222839.812500 Penalty: 1261.075928
	Iteration 0F: 2 clusters Score -222839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -220496.718750 Penalty: 2522.151855
	Iteration 0F: 3 clusters Score -220496.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -221048.937500 Penalty: 2522.151855
	Iteration 1F: 3 clusters Score -221048.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -221182.593750 Penalty: 2522.151855
	Iteration 2F: 3 clusters Score -221182.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -221235.796875 Penalty: 2522.151855
	Iteration 3Q: 3 clusters Score -221235.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -221259.656250 Penalty: 2522.151855
	Iteration 4Q: 3 clusters Score -221259.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -221279.765625 Penalty: 2522.151855
	Iteration 5Q: 3 clusters Score -221279.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -221296.718750 Penalty: 2522.151855
	Iteration 6Q: 3 clusters Score -221296.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -221309.718750 Penalty: 2522.151855
	Iteration 7Q: 3 clusters Score -221309.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -221321.171875 Penalty: 2522.151855
	Iteration 8Q: 3 clusters Score -221321.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -221335.062500 Penalty: 2522.151855
	Iteration 9Q: 3 clusters Score -221335.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -221342.937500 Penalty: 2522.151855
	Iteration 10Q: 3 clusters Score -221342.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -221346.421875 Penalty: 2522.151855
	Iteration 11Q: 3 clusters Score -221346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -221348.828125 Penalty: 2522.151855
	Iteration 12Q: 3 clusters Score -221348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -221351.593750 Penalty: 2522.151855
	Iteration 13Q: 3 clusters Score -221351.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221354.421875 Penalty: 2522.151855
	Iteration 14Q: 3 clusters Score -221354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -221355.703125 Penalty: 2522.151855
	Iteration 15Q: 3 clusters Score -221355.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -221358.000000 Penalty: 2522.151855
	Iteration 16Q: 3 clusters Score -221358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -221359.671875 Penalty: 2522.151855
	Iteration 17Q: 3 clusters Score -221359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -221360.765625 Penalty: 2522.151855
	Iteration 18Q: 3 clusters Score -221360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -221361.437500 Penalty: 2522.151855
	Iteration 19Q: 3 clusters Score -221361.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -221361.843750 Penalty: 2522.151855
	Iteration 20F: 3 clusters Score -221361.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Entering Unmasked Estep 
Score: -311888.343750 Penalty: 1331.202637
	Iteration 0F: 2 clusters Score -311888.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -308816.343750 Penalty: 2662.405273
	Iteration 0F: 3 clusters Score -308816.3 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -309599.000000 Penalty: 2662.405273
	Iteration 1F: 3 clusters Score -309599 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -309758.062500 Penalty: 2662.405273
	Iteration 2F: 3 clusters Score -309758.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -309854.343750 Penalty: 2662.405273
	Iteration 3Q: 3 clusters Score -309854.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -309932.656250 Penalty: 2662.405273
	Iteration 4Q: 3 clusters Score -309932.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -310008.093750 Penalty: 2662.405273
	Iteration 5Q: 3 clusters Score -310008.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -310083.468750 Penalty: 2662.405273
	Iteration 6Q: 3 clusters Score -310083.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -310158.218750 Penalty: 2662.405273
	Iteration 7Q: 3 clusters Score -310158.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -310228.812500 Penalty: 2662.405273
	Iteration 8Q: 3 clusters Score -310228.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -310287.750000 Penalty: 2662.405273
	Iteration 9Q: 3 clusters Score -310287.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -310326.500000 Penalty: 2662.405273
	Iteration 10Q: 3 clusters Score -310326.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -310353.375000 Penalty: 2662.405273
	Iteration 11Q: 3 clusters Score -310353.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -310387.593750 Penalty: 2662.405273
	Iteration 12Q: 3 clusters Score -310387.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -310414.687500 Penalty: 2662.405273
	Iteration 13Q: 3 clusters Score -310414.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -310446.500000 Penalty: 2662.405273
	Iteration 14Q: 3 clusters Score -310446.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -310467.750000 Penalty: 2662.405273
	Iteration 15Q: 3 clusters Score -310467.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -310491.312500 Penalty: 2662.405273
	Iteration 16Q: 3 clusters Score -310491.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -310515.375000 Penalty: 2662.405273
	Iteration 17Q: 3 clusters Score -310515.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -310542.000000 Penalty: 2662.405273
	Iteration 18Q: 3 clusters Score -310542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -310561.187500 Penalty: 2662.405273
	Iteration 19Q: 3 clusters Score -310561.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -310577.687500 Penalty: 2662.405273
	Iteration 20F: 3 clusters Score -310577.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -310588.312500 Penalty: 2662.405273
	Iteration 21Q: 3 clusters Score -310588.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -310594.156250 Penalty: 2662.405273
	Iteration 22Q: 3 clusters Score -310594.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -310597.500000 Penalty: 2662.405273
	Iteration 23Q: 3 clusters Score -310597.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -310600.781250 Penalty: 2662.405273
	Iteration 24Q: 3 clusters Score -310600.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -310603.812500 Penalty: 2662.405273
	Iteration 25Q: 3 clusters Score -310603.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -310606.906250 Penalty: 2662.405273
	Iteration 26Q: 3 clusters Score -310606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -310607.875000 Penalty: 2662.405273
	Iteration 27Q: 3 clusters Score -310607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -310608.375000 Penalty: 2662.405273
	Iteration 28Q: 3 clusters Score -310608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -310610.312500 Penalty: 2662.405273
	Iteration 29Q: 3 clusters Score -310610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -310611.250000 Penalty: 2662.405273
	Iteration 30Q: 3 clusters Score -310611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -310612.531250 Penalty: 2662.405273
	Iteration 31Q: 3 clusters Score -310612.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -310612.531250 Penalty: 2662.405273
	Iteration 32F: 3 clusters Score -310612.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Entering Unmasked Estep 
Score: -4239192.500000 Penalty: 1736.875000
	Iteration 0F: 2 clusters Score -4239192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -4209828.500000 Penalty: 3473.750000
	Iteration 0F: 3 clusters Score -4209828 nChanged 20456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -4221205.000000 Penalty: 3473.750000
	Iteration 1F: 3 clusters Score -4221205 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -4221616.000000 Penalty: 3473.750000
	Iteration 2Q: 3 clusters Score -4221616 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4222074.500000 Penalty: 3473.750000
	Iteration 3Q: 3 clusters Score -4222074 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -4222641.000000 Penalty: 3473.750000
	Iteration 4Q: 3 clusters Score -4222641 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -4223536.500000 Penalty: 3473.750000
	Iteration 5Q: 3 clusters Score -4223536 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -4224872.000000 Penalty: 3473.750000
	Iteration 6F: 3 clusters Score -4224872 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4226952.000000 Penalty: 3473.750000
	Iteration 7F: 3 clusters Score -4226952 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -4229935.000000 Penalty: 3473.750000
	Iteration 8F: 3 clusters Score -4229935 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -4233277.500000 Penalty: 3473.750000
	Iteration 9F: 3 clusters Score -4233278 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -4235627.000000 Penalty: 3473.750000
	Iteration 10F: 3 clusters Score -4235627 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -4236815.000000 Penalty: 3473.750000
	Iteration 11Q: 3 clusters Score -4236815 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -4237276.000000 Penalty: 3473.750000
	Iteration 12Q: 3 clusters Score -4237276 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -4237480.500000 Penalty: 3473.750000
	Iteration 13Q: 3 clusters Score -4237480 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -4237564.000000 Penalty: 3473.750000
	Iteration 14Q: 3 clusters Score -4237564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -4237618.500000 Penalty: 3473.750000
	Iteration 15Q: 3 clusters Score -4237618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -4237645.000000 Penalty: 3473.750000
	Iteration 16Q: 3 clusters Score -4237645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -4237665.000000 Penalty: 3473.750000
	Iteration 17Q: 3 clusters Score -4237665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -4237681.500000 Penalty: 3473.750000
	Iteration 18Q: 3 clusters Score -4237682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -4237691.500000 Penalty: 3473.750000
	Iteration 19Q: 3 clusters Score -4237692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -4237700.500000 Penalty: 3473.750000
	Iteration 20F: 3 clusters Score -4237700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -4237712.000000 Penalty: 3473.750000
	Iteration 21Q: 3 clusters Score -4237712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -4237713.500000 Penalty: 3473.750000
	Iteration 22Q: 3 clusters Score -4237714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -4237716.500000 Penalty: 3473.750000
	Iteration 23Q: 3 clusters Score -4237716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -4237722.000000 Penalty: 3473.750000
	Iteration 24Q: 3 clusters Score -4237722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -4237717.000000 Penalty: 3473.750000
	Iteration 25Q: 3 clusters Score -4237717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -4237721.500000 Penalty: 3473.750000
	Iteration 26Q: 3 clusters Score -4237722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -4237719.500000 Penalty: 3473.750000
	Iteration 27Q: 3 clusters Score -4237720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -4237723.500000 Penalty: 3473.750000
	Iteration 28Q: 3 clusters Score -4237724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -4237723.500000 Penalty: 3473.750000
	Iteration 29F: 3 clusters Score -4237724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Entering Unmasked Estep 
Score: -1129044.250000 Penalty: 1522.484863
	Iteration 0F: 2 clusters Score -1129044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1120785.125000 Penalty: 3044.969727
	Iteration 0F: 3 clusters Score -1120785 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1123508.125000 Penalty: 3044.969727
	Iteration 1F: 3 clusters Score -1123508 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1123712.625000 Penalty: 3044.969727
	Iteration 2Q: 3 clusters Score -1123713 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1123872.000000 Penalty: 3044.969727
	Iteration 3Q: 3 clusters Score -1123872 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1124009.750000 Penalty: 3044.969727
	Iteration 4Q: 3 clusters Score -1124010 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1124125.250000 Penalty: 3044.969727
	Iteration 5Q: 3 clusters Score -1124125 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1124233.625000 Penalty: 3044.969727
	Iteration 6Q: 3 clusters Score -1124234 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1124366.000000 Penalty: 3044.969727
	Iteration 7Q: 3 clusters Score -1124366 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1124537.750000 Penalty: 3044.969727
	Iteration 8Q: 3 clusters Score -1124538 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1124794.125000 Penalty: 3044.969727
	Iteration 9Q: 3 clusters Score -1124794 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1125132.750000 Penalty: 3044.969727
	Iteration 10Q: 3 clusters Score -1125133 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1125567.375000 Penalty: 3044.969727
	Iteration 11F: 3 clusters Score -1125567 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1126088.250000 Penalty: 3044.969727
	Iteration 12F: 3 clusters Score -1126088 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1126600.750000 Penalty: 3044.969727
	Iteration 13F: 3 clusters Score -1126601 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1127020.125000 Penalty: 3044.969727
	Iteration 14Q: 3 clusters Score -1127020 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1127365.500000 Penalty: 3044.969727
	Iteration 15Q: 3 clusters Score -1127366 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1127621.000000 Penalty: 3044.969727
	Iteration 16Q: 3 clusters Score -1127621 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1127762.125000 Penalty: 3044.969727
	Iteration 17Q: 3 clusters Score -1127762 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1127840.750000 Penalty: 3044.969727
	Iteration 18Q: 3 clusters Score -1127841 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1127868.125000 Penalty: 3044.969727
	Iteration 19Q: 3 clusters Score -1127868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1127889.750000 Penalty: 3044.969727
	Iteration 20F: 3 clusters Score -1127890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1127903.875000 Penalty: 3044.969727
	Iteration 21Q: 3 clusters Score -1127904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1127916.000000 Penalty: 3044.969727
	Iteration 22Q: 3 clusters Score -1127916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1127921.125000 Penalty: 3044.969727
	Iteration 23Q: 3 clusters Score -1127921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1127926.250000 Penalty: 3044.969727
	Iteration 24Q: 3 clusters Score -1127926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1127926.875000 Penalty: 3044.969727
	Iteration 25Q: 3 clusters Score -1127927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1127929.625000 Penalty: 3044.969727
	Iteration 26Q: 3 clusters Score -1127930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1127930.125000 Penalty: 3044.969727
	Iteration 27Q: 3 clusters Score -1127930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1127930.125000 Penalty: 3044.969727
	Iteration 28Q: 3 clusters Score -1127930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1127930.125000 Penalty: 3044.969727
	Iteration 29F: 3 clusters Score -1127930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (122706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122706 members 
Entering Unmasked Estep 
Score: -11786441.000000 Penalty: 1904.101318
	Iteration 0F: 2 clusters Score -1.178644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -11704420.000000 Penalty: 3808.202637
	Iteration 0F: 3 clusters Score -1.170442e+07 nChanged 58796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -11738262.000000 Penalty: 3808.202637
	Iteration 1F: 3 clusters Score -1.173826e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -11738957.000000 Penalty: 3808.202637
	Iteration 2Q: 3 clusters Score -1.173896e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -11739790.000000 Penalty: 3808.202637
	Iteration 3Q: 3 clusters Score -1.173979e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -11740799.000000 Penalty: 3808.202637
	Iteration 4Q: 3 clusters Score -1.17408e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -11742041.000000 Penalty: 3808.202637
	Iteration 5Q: 3 clusters Score -1.174204e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -11743961.000000 Penalty: 3808.202637
	Iteration 6Q: 3 clusters Score -1.174396e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -11746986.000000 Penalty: 3808.202637
	Iteration 7Q: 3 clusters Score -1.174699e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -11751682.000000 Penalty: 3808.202637
	Iteration 8F: 3 clusters Score -1.175168e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -11757756.000000 Penalty: 3808.202637
	Iteration 9F: 3 clusters Score -1.175776e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -11762634.000000 Penalty: 3808.202637
	Iteration 10F: 3 clusters Score -1.176263e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
Score: -11765354.000000 Penalty: 3808.202637
	Iteration 11Q: 3 clusters Score -1.176535e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -11766513.000000 Penalty: 3808.202637
	Iteration 12Q: 3 clusters Score -1.176651e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
Score: -11767281.000000 Penalty: 3808.202637
	Iteration 13Q: 3 clusters Score -1.176728e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -11768227.000000 Penalty: 3808.202637
	Iteration 14Q: 3 clusters Score -1.176823e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -11769218.000000 Penalty: 3808.202637
	Iteration 15Q: 3 clusters Score -1.176922e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -11770264.000000 Penalty: 3808.202637
	Iteration 16Q: 3 clusters Score -1.177026e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -11771356.000000 Penalty: 3808.202637
	Iteration 17Q: 3 clusters Score -1.177136e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 92869 members 
Entering Unmasked Estep 
Score: -11772540.000000 Penalty: 3808.202637
	Iteration 18Q: 3 clusters Score -1.177254e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 94635 members 
Entering Unmasked Estep 
Score: -11773602.000000 Penalty: 3808.202637
	Iteration 19Q: 3 clusters Score -1.17736e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -11774692.000000 Penalty: 3808.202637
	Iteration 20F: 3 clusters Score -1.177469e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 97931 members 
Entering Unmasked Estep 
Score: -11775896.000000 Penalty: 3808.202637
	Iteration 21Q: 3 clusters Score -1.17759e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 99492 members 
Entering Unmasked Estep 
Score: -11776801.000000 Penalty: 3808.202637
	Iteration 22Q: 3 clusters Score -1.17768e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 100915 members 
Entering Unmasked Estep 
Score: -11777580.000000 Penalty: 3808.202637
	Iteration 23Q: 3 clusters Score -1.177758e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 102165 members 
Entering Unmasked Estep 
Score: -11778268.000000 Penalty: 3808.202637
	Iteration 24Q: 3 clusters Score -1.177827e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 103296 members 
Entering Unmasked Estep 
Score: -11778861.000000 Penalty: 3808.202637
	Iteration 25Q: 3 clusters Score -1.177886e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 104295 members 
Entering Unmasked Estep 
Score: -11779397.000000 Penalty: 3808.202637
	Iteration 26Q: 3 clusters Score -1.17794e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 105184 members 
Entering Unmasked Estep 
Score: -11779919.000000 Penalty: 3808.202637
	Iteration 27Q: 3 clusters Score -1.177992e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 106055 members 
Entering Unmasked Estep 
Score: -11780424.000000 Penalty: 3808.202637
	Iteration 28Q: 3 clusters Score -1.178042e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 106878 members 
Entering Unmasked Estep 
Score: -11780724.000000 Penalty: 3808.202637
	Iteration 29Q: 3 clusters Score -1.178072e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 107592 members 
Entering Unmasked Estep 
Score: -11780976.000000 Penalty: 3808.202637
	Iteration 30Q: 3 clusters Score -1.178098e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 108306 members 
Entering Unmasked Estep 
Score: -11781202.000000 Penalty: 3808.202637
	Iteration 31Q: 3 clusters Score -1.17812e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 109011 members 
Entering Unmasked Estep 
Score: -11781352.000000 Penalty: 3808.202637
	Iteration 32Q: 3 clusters Score -1.178135e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -11781528.000000 Penalty: 3808.202637
	Iteration 33Q: 3 clusters Score -1.178153e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -11781692.000000 Penalty: 3808.202637
	Iteration 34Q: 3 clusters Score -1.178169e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 110965 members 
Entering Unmasked Estep 
Score: -11781829.000000 Penalty: 3808.202637
	Iteration 35Q: 3 clusters Score -1.178183e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 111544 members 
Entering Unmasked Estep 
Score: -11781999.000000 Penalty: 3808.202637
	Iteration 36Q: 3 clusters Score -1.1782e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 112100 members 
Entering Unmasked Estep 
Score: -11782148.000000 Penalty: 3808.202637
	Iteration 37Q: 3 clusters Score -1.178215e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 112661 members 
Entering Unmasked Estep 
Score: -11782253.000000 Penalty: 3808.202637
	Iteration 38Q: 3 clusters Score -1.178225e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 113239 members 
Entering Unmasked Estep 
Score: -11782384.000000 Penalty: 3808.202637
	Iteration 39Q: 3 clusters Score -1.178238e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 113834 members 
Entering Unmasked Estep 
Score: -11782507.000000 Penalty: 3808.202637
	Iteration 40F: 3 clusters Score -1.178251e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 114423 members 
Entering Unmasked Estep 
Score: -11782659.000000 Penalty: 3808.202637
	Iteration 41Q: 3 clusters Score -1.178266e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 114971 members 
Entering Unmasked Estep 
Score: -11782779.000000 Penalty: 3808.202637
	Iteration 42Q: 3 clusters Score -1.178278e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -11782847.000000 Penalty: 3808.202637
	Iteration 43Q: 3 clusters Score -1.178285e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 116042 members 
Entering Unmasked Estep 
Score: -11783010.000000 Penalty: 3808.202637
	Iteration 44Q: 3 clusters Score -1.178301e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 116541 members 
Entering Unmasked Estep 
Score: -11783140.000000 Penalty: 3808.202637
	Iteration 45Q: 3 clusters Score -1.178314e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 117004 members 
Entering Unmasked Estep 
Score: -11783269.000000 Penalty: 3808.202637
	Iteration 46Q: 3 clusters Score -1.178327e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 117440 members 
Entering Unmasked Estep 
Score: -11783404.000000 Penalty: 3808.202637
	Iteration 47Q: 3 clusters Score -1.17834e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 117885 members 
Entering Unmasked Estep 
Score: -11783501.000000 Penalty: 3808.202637
	Iteration 48Q: 3 clusters Score -1.17835e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -11783627.000000 Penalty: 3808.202637
	Iteration 49Q: 3 clusters Score -1.178363e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 118732 members 
Entering Unmasked Estep 
Score: -11783696.000000 Penalty: 3808.202637
	Iteration 50Q: 3 clusters Score -1.17837e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 119132 members 
Entering Unmasked Estep 
Score: -11783812.000000 Penalty: 3808.202637
	Iteration 51Q: 3 clusters Score -1.178381e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 119514 members 
Entering Unmasked Estep 
Score: -11783863.000000 Penalty: 3808.202637
	Iteration 52Q: 3 clusters Score -1.178386e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 119843 members 
Entering Unmasked Estep 
Score: -11783989.000000 Penalty: 3808.202637
	Iteration 53Q: 3 clusters Score -1.178399e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 120142 members 
Entering Unmasked Estep 
Score: -11784107.000000 Penalty: 3808.202637
	Iteration 54Q: 3 clusters Score -1.178411e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 120415 members 
Entering Unmasked Estep 
Score: -11784238.000000 Penalty: 3808.202637
	Iteration 55Q: 3 clusters Score -1.178424e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 120646 members 
Entering Unmasked Estep 
Score: -11784304.000000 Penalty: 3808.202637
	Iteration 56Q: 3 clusters Score -1.17843e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 120855 members 
Entering Unmasked Estep 
Score: -11784405.000000 Penalty: 3808.202637
	Iteration 57Q: 3 clusters Score -1.17844e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 121027 members 
Entering Unmasked Estep 
Score: -11784483.000000 Penalty: 3808.202637
	Iteration 58Q: 3 clusters Score -1.178448e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 121169 members 
Entering Unmasked Estep 
Score: -11784530.000000 Penalty: 3808.202637
	Iteration 59Q: 3 clusters Score -1.178453e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 121277 members 
Entering Unmasked Estep 
Score: -11784604.000000 Penalty: 3808.202637
	Iteration 60F: 3 clusters Score -1.17846e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 121377 members 
Entering Unmasked Estep 
Score: -11784642.000000 Penalty: 3808.202637
	Iteration 61Q: 3 clusters Score -1.178464e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 121467 members 
Entering Unmasked Estep 
Score: -11784659.000000 Penalty: 3808.202637
	Iteration 62Q: 3 clusters Score -1.178466e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 121555 members 
Entering Unmasked Estep 
Score: -11784699.000000 Penalty: 3808.202637
	Iteration 63Q: 3 clusters Score -1.17847e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -11784755.000000 Penalty: 3808.202637
	Iteration 64Q: 3 clusters Score -1.178476e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 121703 members 
Entering Unmasked Estep 
Score: -11784751.000000 Penalty: 3808.202637
	Iteration 65Q: 3 clusters Score -1.178475e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 121756 members 
Entering Unmasked Estep 
Score: -11784749.000000 Penalty: 3808.202637
	Iteration 66Q: 3 clusters Score -1.178475e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 121790 members 
Entering Unmasked Estep 
Score: -11784777.000000 Penalty: 3808.202637
	Iteration 67Q: 3 clusters Score -1.178478e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 121822 members 
Entering Unmasked Estep 
Score: -11784792.000000 Penalty: 3808.202637
	Iteration 68Q: 3 clusters Score -1.178479e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 121850 members 
Entering Unmasked Estep 
Score: -11784808.000000 Penalty: 3808.202637
	Iteration 69Q: 3 clusters Score -1.178481e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 121877 members 
Entering Unmasked Estep 
Score: -11784829.000000 Penalty: 3808.202637
	Iteration 70Q: 3 clusters Score -1.178483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 121899 members 
Entering Unmasked Estep 
Score: -11784818.000000 Penalty: 3808.202637
	Iteration 71Q: 3 clusters Score -1.178482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 121916 members 
Entering Unmasked Estep 
Score: -11784830.000000 Penalty: 3808.202637
	Iteration 72Q: 3 clusters Score -1.178483e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 121931 members 
Entering Unmasked Estep 
Score: -11784845.000000 Penalty: 3808.202637
	Iteration 73Q: 3 clusters Score -1.178484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 121942 members 
Entering Unmasked Estep 
Score: -11784850.000000 Penalty: 3808.202637
	Iteration 74Q: 3 clusters Score -1.178485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 121951 members 
Entering Unmasked Estep 
Score: -11784856.000000 Penalty: 3808.202637
	Iteration 75Q: 3 clusters Score -1.178486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 121957 members 
Entering Unmasked Estep 
Score: -11784866.000000 Penalty: 3808.202637
	Iteration 76Q: 3 clusters Score -1.178487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 121967 members 
Entering Unmasked Estep 
Score: -11784873.000000 Penalty: 3808.202637
	Iteration 77Q: 3 clusters Score -1.178487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 121974 members 
Entering Unmasked Estep 
Score: -11784878.000000 Penalty: 3808.202637
	Iteration 78Q: 3 clusters Score -1.178488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 121976 members 
Entering Unmasked Estep 
Score: -11784875.000000 Penalty: 3808.202637
	Iteration 79Q: 3 clusters Score -1.178488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 121975 members 
Entering Unmasked Estep 
Score: -11784877.000000 Penalty: 3808.202637
	Iteration 80F: 3 clusters Score -1.178488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 121975 members 
Entering Unmasked Estep 
Score: -11784875.000000 Penalty: 3808.202637
	Iteration 81Q: 3 clusters Score -1.178488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 121976 members 
Entering Unmasked Estep 
Score: -11784875.000000 Penalty: 3808.202637
	Iteration 82Q: 3 clusters Score -1.178488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 121980 members 
Entering Unmasked Estep 
Score: -11784877.000000 Penalty: 3808.202637
	Iteration 83Q: 3 clusters Score -1.178488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 121983 members 
Entering Unmasked Estep 
Score: -11784886.000000 Penalty: 3808.202637
	Iteration 84Q: 3 clusters Score -1.178489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 121986 members 
Entering Unmasked Estep 
Score: -11784881.000000 Penalty: 3808.202637
	Iteration 85Q: 3 clusters Score -1.178488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 121987 members 
Entering Unmasked Estep 
Score: -11784885.000000 Penalty: 3808.202637
	Iteration 86Q: 3 clusters Score -1.178488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 121989 members 
Entering Unmasked Estep 
Score: -11784883.000000 Penalty: 3808.202637
	Iteration 87Q: 3 clusters Score -1.178488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 121992 members 
Entering Unmasked Estep 
Score: -11784882.000000 Penalty: 3808.202637
	Iteration 88Q: 3 clusters Score -1.178488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 121995 members 
Entering Unmasked Estep 
Score: -11784877.000000 Penalty: 3808.202637
	Iteration 89Q: 3 clusters Score -1.178488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 121996 members 
Entering Unmasked Estep 
Score: -11784888.000000 Penalty: 3808.202637
	Iteration 90Q: 3 clusters Score -1.178489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 121997 members 
Entering Unmasked Estep 
Score: -11784880.000000 Penalty: 3808.202637
	Iteration 91Q: 3 clusters Score -1.178488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 121999 members 
Entering Unmasked Estep 
Score: -11784873.000000 Penalty: 3808.202637
	Iteration 92Q: 3 clusters Score -1.178487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 122001 members 
Entering Unmasked Estep 
Score: -11784878.000000 Penalty: 3808.202637
	Iteration 93Q: 3 clusters Score -1.178488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 122005 members 
Entering Unmasked Estep 
Score: -11784881.000000 Penalty: 3808.202637
	Iteration 94Q: 3 clusters Score -1.178488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 122008 members 
Entering Unmasked Estep 
Score: -11784888.000000 Penalty: 3808.202637
	Iteration 95Q: 3 clusters Score -1.178489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 122010 members 
Entering Unmasked Estep 
Score: -11784889.000000 Penalty: 3808.202637
	Iteration 96Q: 3 clusters Score -1.178489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 122014 members 
Entering Unmasked Estep 
Score: -11784890.000000 Penalty: 3808.202637
	Iteration 97Q: 3 clusters Score -1.178489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 122019 members 
Entering Unmasked Estep 
Score: -11784876.000000 Penalty: 3808.202637
	Iteration 98Q: 3 clusters Score -1.178488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 122026 members 
Entering Unmasked Estep 
Score: -11784887.000000 Penalty: 3808.202637
	Iteration 99Q: 3 clusters Score -1.178489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 122030 members 
Entering Unmasked Estep 
Score: -11784896.000000 Penalty: 3808.202637
	Iteration 100F: 3 clusters Score -1.17849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -552498.250000 Penalty: 1404.421143
	Iteration 0F: 2 clusters Score -552498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -548062.937500 Penalty: 2808.842285
	Iteration 0F: 3 clusters Score -548062.9 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -549303.437500 Penalty: 2808.842285
	Iteration 1F: 3 clusters Score -549303.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -549490.125000 Penalty: 2808.842285
	Iteration 2F: 3 clusters Score -549490.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -549616.375000 Penalty: 2808.842285
	Iteration 3F: 3 clusters Score -549616.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -549700.937500 Penalty: 2808.842285
	Iteration 4Q: 3 clusters Score -549700.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -549776.812500 Penalty: 2808.842285
	Iteration 5Q: 3 clusters Score -549776.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -549839.562500 Penalty: 2808.842285
	Iteration 6Q: 3 clusters Score -549839.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -549894.250000 Penalty: 2808.842285
	Iteration 7Q: 3 clusters Score -549894.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -549939.812500 Penalty: 2808.842285
	Iteration 8Q: 3 clusters Score -549939.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -550011.750000 Penalty: 2808.842285
	Iteration 9Q: 3 clusters Score -550011.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -550102.750000 Penalty: 2808.842285
	Iteration 10Q: 3 clusters Score -550102.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -550191.375000 Penalty: 2808.842285
	Iteration 11Q: 3 clusters Score -550191.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -550272.875000 Penalty: 2808.842285
	Iteration 12Q: 3 clusters Score -550272.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -550360.437500 Penalty: 2808.842285
	Iteration 13Q: 3 clusters Score -550360.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -550465.750000 Penalty: 2808.842285
	Iteration 14Q: 3 clusters Score -550465.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -550585.062500 Penalty: 2808.842285
	Iteration 15Q: 3 clusters Score -550585.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -550726.437500 Penalty: 2808.842285
	Iteration 16Q: 3 clusters Score -550726.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -550862.562500 Penalty: 2808.842285
	Iteration 17Q: 3 clusters Score -550862.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -550978.875000 Penalty: 2808.842285
	Iteration 18Q: 3 clusters Score -550978.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -551071.125000 Penalty: 2808.842285
	Iteration 19Q: 3 clusters Score -551071.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -551118.125000 Penalty: 2808.842285
	Iteration 20F: 3 clusters Score -551118.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -551152.062500 Penalty: 2808.842285
	Iteration 21Q: 3 clusters Score -551152.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -551181.187500 Penalty: 2808.842285
	Iteration 22Q: 3 clusters Score -551181.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -551204.125000 Penalty: 2808.842285
	Iteration 23Q: 3 clusters Score -551204.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -551220.625000 Penalty: 2808.842285
	Iteration 24Q: 3 clusters Score -551220.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -551244.125000 Penalty: 2808.842285
	Iteration 25Q: 3 clusters Score -551244.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -551268.125000 Penalty: 2808.842285
	Iteration 26Q: 3 clusters Score -551268.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -551287.562500 Penalty: 2808.842285
	Iteration 27Q: 3 clusters Score -551287.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -551302.625000 Penalty: 2808.842285
	Iteration 28Q: 3 clusters Score -551302.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -551311.125000 Penalty: 2808.842285
	Iteration 29Q: 3 clusters Score -551311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -551316.750000 Penalty: 2808.842285
	Iteration 30Q: 3 clusters Score -551316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -551325.437500 Penalty: 2808.842285
	Iteration 31Q: 3 clusters Score -551325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -551332.875000 Penalty: 2808.842285
	Iteration 32Q: 3 clusters Score -551332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -551333.562500 Penalty: 2808.842285
	Iteration 33Q: 3 clusters Score -551333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -551334.125000 Penalty: 2808.842285
	Iteration 34Q: 3 clusters Score -551334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -551335.812500 Penalty: 2808.842285
	Iteration 35Q: 3 clusters Score -551335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -551340.000000 Penalty: 2808.842285
	Iteration 36Q: 3 clusters Score -551340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -551341.812500 Penalty: 2808.842285
	Iteration 37Q: 3 clusters Score -551341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -551343.125000 Penalty: 2808.842285
	Iteration 38Q: 3 clusters Score -551343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -551345.625000 Penalty: 2808.842285
	Iteration 39Q: 3 clusters Score -551345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -551345.812500 Penalty: 2808.842285
	Iteration 40F: 3 clusters Score -551345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -551349.312500 Penalty: 2808.842285
	Iteration 41Q: 3 clusters Score -551349.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -551349.312500 Penalty: 2808.842285
	Iteration 42F: 3 clusters Score -551349.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -760056.125000 Penalty: 1458.560425
	Iteration 0F: 2 clusters Score -760056.1 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 3969 members 
Entering Unmasked Estep 
Score: -754189.187500 Penalty: 2917.120850
	Iteration 0F: 3 clusters Score -754189.2 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -755931.937500 Penalty: 2917.120850
	Iteration 1F: 3 clusters Score -755931.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -756168.375000 Penalty: 2917.120850
	Iteration 2F: 3 clusters Score -756168.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -756371.750000 Penalty: 2917.120850
	Iteration 3F: 3 clusters Score -756371.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -756540.375000 Penalty: 2917.120850
	Iteration 4Q: 3 clusters Score -756540.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -756696.187500 Penalty: 2917.120850
	Iteration 5Q: 3 clusters Score -756696.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -756820.125000 Penalty: 2917.120850
	Iteration 6Q: 3 clusters Score -756820.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -756912.062500 Penalty: 2917.120850
	Iteration 7Q: 3 clusters Score -756912.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -757008.625000 Penalty: 2917.120850
	Iteration 8Q: 3 clusters Score -757008.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -757111.062500 Penalty: 2917.120850
	Iteration 9Q: 3 clusters Score -757111.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -757236.812500 Penalty: 2917.120850
	Iteration 10Q: 3 clusters Score -757236.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -757398.000000 Penalty: 2917.120850
	Iteration 11Q: 3 clusters Score -757398 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -757616.937500 Penalty: 2917.120850
	Iteration 12Q: 3 clusters Score -757616.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -757859.250000 Penalty: 2917.120850
	Iteration 13Q: 3 clusters Score -757859.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -758068.812500 Penalty: 2917.120850
	Iteration 14Q: 3 clusters Score -758068.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -758229.500000 Penalty: 2917.120850
	Iteration 15Q: 3 clusters Score -758229.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -758370.250000 Penalty: 2917.120850
	Iteration 16Q: 3 clusters Score -758370.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -758476.625000 Penalty: 2917.120850
	Iteration 17Q: 3 clusters Score -758476.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -758572.562500 Penalty: 2917.120850
	Iteration 18Q: 3 clusters Score -758572.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -758659.562500 Penalty: 2917.120850
	Iteration 19Q: 3 clusters Score -758659.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -758716.687500 Penalty: 2917.120850
	Iteration 20F: 3 clusters Score -758716.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -758761.375000 Penalty: 2917.120850
	Iteration 21Q: 3 clusters Score -758761.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -758806.750000 Penalty: 2917.120850
	Iteration 22Q: 3 clusters Score -758806.8 nChanged 30
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: -758827.625000 Penalty: 2917.120850
	Iteration 23Q: 3 clusters Score -758827.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -758846.500000 Penalty: 2917.120850
	Iteration 24Q: 3 clusters Score -758846.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -758865.250000 Penalty: 2917.120850
	Iteration 25Q: 3 clusters Score -758865.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -758879.500000 Penalty: 2917.120850
	Iteration 26Q: 3 clusters Score -758879.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -758885.687500 Penalty: 2917.120850
	Iteration 27Q: 3 clusters Score -758885.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -758891.062500 Penalty: 2917.120850
	Iteration 28Q: 3 clusters Score -758891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -758890.687500 Penalty: 2917.120850
	Iteration 29Q: 3 clusters Score -758890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -758890.687500 Penalty: 2917.120850
	Iteration 30F: 3 clusters Score -758890.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Entering Unmasked Estep 
Score: -369286.125000 Penalty: 1360.213989
	Iteration 0F: 2 clusters Score -369286.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -365764.062500 Penalty: 2720.427979
	Iteration 0F: 3 clusters Score -365764.1 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -366904.031250 Penalty: 2720.427979
	Iteration 1F: 3 clusters Score -366904 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -367349.375000 Penalty: 2720.427979
	Iteration 2F: 3 clusters Score -367349.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -367718.187500 Penalty: 2720.427979
	Iteration 3F: 3 clusters Score -367718.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -368084.406250 Penalty: 2720.427979
	Iteration 4F: 3 clusters Score -368084.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -368402.875000 Penalty: 2720.427979
	Iteration 5F: 3 clusters Score -368402.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -368597.593750 Penalty: 2720.427979
	Iteration 6Q: 3 clusters Score -368597.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -368712.437500 Penalty: 2720.427979
	Iteration 7Q: 3 clusters Score -368712.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -368764.718750 Penalty: 2720.427979
	Iteration 8Q: 3 clusters Score -368764.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -368792.000000 Penalty: 2720.427979
	Iteration 9Q: 3 clusters Score -368792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -368816.031250 Penalty: 2720.427979
	Iteration 10Q: 3 clusters Score -368816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -368832.062500 Penalty: 2720.427979
	Iteration 11Q: 3 clusters Score -368832.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -368843.781250 Penalty: 2720.427979
	Iteration 12Q: 3 clusters Score -368843.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -368849.500000 Penalty: 2720.427979
	Iteration 13Q: 3 clusters Score -368849.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -368853.843750 Penalty: 2720.427979
	Iteration 14Q: 3 clusters Score -368853.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -368861.343750 Penalty: 2720.427979
	Iteration 15Q: 3 clusters Score -368861.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -368865.187500 Penalty: 2720.427979
	Iteration 16Q: 3 clusters Score -368865.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -368869.906250 Penalty: 2720.427979
	Iteration 17Q: 3 clusters Score -368869.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -368872.531250 Penalty: 2720.427979
	Iteration 18Q: 3 clusters Score -368872.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -368874.437500 Penalty: 2720.427979
	Iteration 19Q: 3 clusters Score -368874.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -368876.656250 Penalty: 2720.427979
	Iteration 20F: 3 clusters Score -368876.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -368879.156250 Penalty: 2720.427979
	Iteration 21Q: 3 clusters Score -368879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -368882.218750 Penalty: 2720.427979
	Iteration 22Q: 3 clusters Score -368882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -368884.468750 Penalty: 2720.427979
	Iteration 23Q: 3 clusters Score -368884.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -368884.250000 Penalty: 2720.427979
	Iteration 24Q: 3 clusters Score -368884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -368884.250000 Penalty: 2720.427979
	Iteration 25F: 3 clusters Score -368884.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Entering Unmasked Estep 
Score: -2030501.875000 Penalty: 1617.183228
	Iteration 0F: 2 clusters Score -2030502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2016254.375000 Penalty: 3234.366455
	Iteration 0F: 3 clusters Score -2016254 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2021368.375000 Penalty: 3234.366455
	Iteration 1F: 3 clusters Score -2021368 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2021703.000000 Penalty: 3234.366455
	Iteration 2Q: 3 clusters Score -2021703 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2022065.625000 Penalty: 3234.366455
	Iteration 3Q: 3 clusters Score -2022066 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2022506.250000 Penalty: 3234.366455
	Iteration 4Q: 3 clusters Score -2022506 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2023053.125000 Penalty: 3234.366455
	Iteration 5Q: 3 clusters Score -2023053 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2023842.125000 Penalty: 3234.366455
	Iteration 6F: 3 clusters Score -2023842 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2024772.375000 Penalty: 3234.366455
	Iteration 7F: 3 clusters Score -2024772 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2025856.875000 Penalty: 3234.366455
	Iteration 8F: 3 clusters Score -2025857 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2026890.625000 Penalty: 3234.366455
	Iteration 9F: 3 clusters Score -2026891 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2027701.125000 Penalty: 3234.366455
	Iteration 10Q: 3 clusters Score -2027701 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2028255.375000 Penalty: 3234.366455
	Iteration 11Q: 3 clusters Score -2028255 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2028593.750000 Penalty: 3234.366455
	Iteration 12Q: 3 clusters Score -2028594 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2028806.125000 Penalty: 3234.366455
	Iteration 13Q: 3 clusters Score -2028806 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2028941.250000 Penalty: 3234.366455
	Iteration 14Q: 3 clusters Score -2028941 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2028999.625000 Penalty: 3234.366455
	Iteration 15Q: 3 clusters Score -2029000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2029023.375000 Penalty: 3234.366455
	Iteration 16Q: 3 clusters Score -2029023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2029044.250000 Penalty: 3234.366455
	Iteration 17Q: 3 clusters Score -2029044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2029059.125000 Penalty: 3234.366455
	Iteration 18Q: 3 clusters Score -2029059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2029086.375000 Penalty: 3234.366455
	Iteration 19Q: 3 clusters Score -2029086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2029095.000000 Penalty: 3234.366455
	Iteration 20F: 3 clusters Score -2029095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2029101.750000 Penalty: 3234.366455
	Iteration 21Q: 3 clusters Score -2029102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2029112.625000 Penalty: 3234.366455
	Iteration 22Q: 3 clusters Score -2029113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2029122.875000 Penalty: 3234.366455
	Iteration 23Q: 3 clusters Score -2029123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2029129.125000 Penalty: 3234.366455
	Iteration 24Q: 3 clusters Score -2029129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2029138.375000 Penalty: 3234.366455
	Iteration 25Q: 3 clusters Score -2029138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2029146.750000 Penalty: 3234.366455
	Iteration 26Q: 3 clusters Score -2029147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2029148.750000 Penalty: 3234.366455
	Iteration 27Q: 3 clusters Score -2029149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2029150.000000 Penalty: 3234.366455
	Iteration 28Q: 3 clusters Score -2029150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2029150.375000 Penalty: 3234.366455
	Iteration 29Q: 3 clusters Score -2029150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2029151.375000 Penalty: 3234.366455
	Iteration 30Q: 3 clusters Score -2029151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2029156.375000 Penalty: 3234.366455
	Iteration 31Q: 3 clusters Score -2029156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2029154.750000 Penalty: 3234.366455
	Iteration 32Q: 3 clusters Score -2029155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2029157.625000 Penalty: 3234.366455
	Iteration 33Q: 3 clusters Score -2029158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2029159.750000 Penalty: 3234.366455
	Iteration 34Q: 3 clusters Score -2029160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2029162.750000 Penalty: 3234.366455
	Iteration 35Q: 3 clusters Score -2029163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2029162.875000 Penalty: 3234.366455
	Iteration 36Q: 3 clusters Score -2029163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2029164.875000 Penalty: 3234.366455
	Iteration 37Q: 3 clusters Score -2029165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2029164.875000 Penalty: 3234.366455
	Iteration 38F: 3 clusters Score -2029165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Entering Unmasked Estep 
Score: -1769772.125000 Penalty: 1599.771118
	Iteration 0F: 2 clusters Score -1769772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1756827.250000 Penalty: 3199.542236
	Iteration 0F: 3 clusters Score -1756827 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1761401.000000 Penalty: 3199.542236
	Iteration 1F: 3 clusters Score -1761401 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1761767.875000 Penalty: 3199.542236
	Iteration 2Q: 3 clusters Score -1761768 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1762136.625000 Penalty: 3199.542236
	Iteration 3Q: 3 clusters Score -1762137 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1762545.375000 Penalty: 3199.542236
	Iteration 4Q: 3 clusters Score -1762545 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1763030.625000 Penalty: 3199.542236
	Iteration 5Q: 3 clusters Score -1763031 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1763597.125000 Penalty: 3199.542236
	Iteration 6Q: 3 clusters Score -1763597 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1764319.250000 Penalty: 3199.542236
	Iteration 7F: 3 clusters Score -1764319 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1765061.875000 Penalty: 3199.542236
	Iteration 8F: 3 clusters Score -1765062 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1765697.875000 Penalty: 3199.542236
	Iteration 9Q: 3 clusters Score -1765698 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1766160.375000 Penalty: 3199.542236
	Iteration 10Q: 3 clusters Score -1766160 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1766493.500000 Penalty: 3199.542236
	Iteration 11Q: 3 clusters Score -1766494 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1766768.625000 Penalty: 3199.542236
	Iteration 12Q: 3 clusters Score -1766769 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1766995.875000 Penalty: 3199.542236
	Iteration 13Q: 3 clusters Score -1766996 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1767149.375000 Penalty: 3199.542236
	Iteration 14Q: 3 clusters Score -1767149 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1767303.875000 Penalty: 3199.542236
	Iteration 15Q: 3 clusters Score -1767304 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1767425.125000 Penalty: 3199.542236
	Iteration 16Q: 3 clusters Score -1767425 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1767532.125000 Penalty: 3199.542236
	Iteration 17Q: 3 clusters Score -1767532 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1767624.500000 Penalty: 3199.542236
	Iteration 18Q: 3 clusters Score -1767624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1767713.250000 Penalty: 3199.542236
	Iteration 19Q: 3 clusters Score -1767713 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -1767792.125000 Penalty: 3199.542236
	Iteration 20F: 3 clusters Score -1767792 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1767854.625000 Penalty: 3199.542236
	Iteration 21Q: 3 clusters Score -1767855 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -1767909.250000 Penalty: 3199.542236
	Iteration 22Q: 3 clusters Score -1767909 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1767962.875000 Penalty: 3199.542236
	Iteration 23Q: 3 clusters Score -1767963 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1768010.875000 Penalty: 3199.542236
	Iteration 24Q: 3 clusters Score -1768011 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1768053.875000 Penalty: 3199.542236
	Iteration 25Q: 3 clusters Score -1768054 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1768095.000000 Penalty: 3199.542236
	Iteration 26Q: 3 clusters Score -1768095 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -1768120.500000 Penalty: 3199.542236
	Iteration 27Q: 3 clusters Score -1768120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -1768148.250000 Penalty: 3199.542236
	Iteration 28Q: 3 clusters Score -1768148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1768174.750000 Penalty: 3199.542236
	Iteration 29Q: 3 clusters Score -1768175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -1768193.625000 Penalty: 3199.542236
	Iteration 30Q: 3 clusters Score -1768194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1768207.875000 Penalty: 3199.542236
	Iteration 31Q: 3 clusters Score -1768208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1768226.250000 Penalty: 3199.542236
	Iteration 32Q: 3 clusters Score -1768226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1768245.375000 Penalty: 3199.542236
	Iteration 33Q: 3 clusters Score -1768245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -1768265.625000 Penalty: 3199.542236
	Iteration 34Q: 3 clusters Score -1768266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1768295.625000 Penalty: 3199.542236
	Iteration 35Q: 3 clusters Score -1768296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1768320.750000 Penalty: 3199.542236
	Iteration 36Q: 3 clusters Score -1768321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1768334.625000 Penalty: 3199.542236
	Iteration 37Q: 3 clusters Score -1768335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -1768347.125000 Penalty: 3199.542236
	Iteration 38Q: 3 clusters Score -1768347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1768359.000000 Penalty: 3199.542236
	Iteration 39Q: 3 clusters Score -1768359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1768380.625000 Penalty: 3199.542236
	Iteration 40F: 3 clusters Score -1768381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1768390.875000 Penalty: 3199.542236
	Iteration 41Q: 3 clusters Score -1768391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -1768414.000000 Penalty: 3199.542236
	Iteration 42Q: 3 clusters Score -1768414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -1768420.875000 Penalty: 3199.542236
	Iteration 43Q: 3 clusters Score -1768421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -1768427.000000 Penalty: 3199.542236
	Iteration 44Q: 3 clusters Score -1768427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1768433.250000 Penalty: 3199.542236
	Iteration 45Q: 3 clusters Score -1768433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1768439.625000 Penalty: 3199.542236
	Iteration 46Q: 3 clusters Score -1768440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -1768445.375000 Penalty: 3199.542236
	Iteration 47Q: 3 clusters Score -1768445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1768446.750000 Penalty: 3199.542236
	Iteration 48Q: 3 clusters Score -1768447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -1768450.500000 Penalty: 3199.542236
	Iteration 49Q: 3 clusters Score -1768450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1768454.500000 Penalty: 3199.542236
	Iteration 50Q: 3 clusters Score -1768454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1768458.875000 Penalty: 3199.542236
	Iteration 51Q: 3 clusters Score -1768459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1768460.500000 Penalty: 3199.542236
	Iteration 52Q: 3 clusters Score -1768460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1768466.750000 Penalty: 3199.542236
	Iteration 53Q: 3 clusters Score -1768467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1768472.375000 Penalty: 3199.542236
	Iteration 54Q: 3 clusters Score -1768472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1768476.625000 Penalty: 3199.542236
	Iteration 55Q: 3 clusters Score -1768477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1768483.125000 Penalty: 3199.542236
	Iteration 56Q: 3 clusters Score -1768483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -1768485.750000 Penalty: 3199.542236
	Iteration 57Q: 3 clusters Score -1768486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1768485.250000 Penalty: 3199.542236
	Iteration 58Q: 3 clusters Score -1768485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1768487.250000 Penalty: 3199.542236
	Iteration 59Q: 3 clusters Score -1768487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1768489.375000 Penalty: 3199.542236
	Iteration 60F: 3 clusters Score -1768489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -1768492.000000 Penalty: 3199.542236
	Iteration 61Q: 3 clusters Score -1768492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1768491.875000 Penalty: 3199.542236
	Iteration 62Q: 3 clusters Score -1768492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -1768494.500000 Penalty: 3199.542236
	Iteration 63Q: 3 clusters Score -1768494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1768494.625000 Penalty: 3199.542236
	Iteration 64Q: 3 clusters Score -1768495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1768495.000000 Penalty: 3199.542236
	Iteration 65Q: 3 clusters Score -1768495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -1768494.875000 Penalty: 3199.542236
	Iteration 66Q: 3 clusters Score -1768495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1768493.500000 Penalty: 3199.542236
	Iteration 67Q: 3 clusters Score -1768494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1768495.250000 Penalty: 3199.542236
	Iteration 68Q: 3 clusters Score -1768495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1768496.250000 Penalty: 3199.542236
	Iteration 69Q: 3 clusters Score -1768496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1768497.500000 Penalty: 3199.542236
	Iteration 70Q: 3 clusters Score -1768498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1768496.750000 Penalty: 3199.542236
	Iteration 71Q: 3 clusters Score -1768497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -1768501.125000 Penalty: 3199.542236
	Iteration 72Q: 3 clusters Score -1768501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1768501.750000 Penalty: 3199.542236
	Iteration 73Q: 3 clusters Score -1768502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1768501.875000 Penalty: 3199.542236
	Iteration 74Q: 3 clusters Score -1768502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1768503.250000 Penalty: 3199.542236
	Iteration 75Q: 3 clusters Score -1768503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1768503.250000 Penalty: 3199.542236
	Iteration 76F: 3 clusters Score -1768503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71573 members 
Mstep: Class 8 contains 24771 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 27908 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13463 members 
Mstep: Class 15 contains 14464 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 43847 members 
Mstep: Class 19 contains 11721 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 20992 members 
Mstep: Class 25 contains 18859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830436.000000 Penalty: 53151.980469
Iteration 159Q: 26 clusters Score -4.483044e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12342 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71594 members 
Mstep: Class 8 contains 24771 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 27888 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5830 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13461 members 
Mstep: Class 15 contains 14464 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 43843 members 
Mstep: Class 19 contains 11721 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 20988 members 
Mstep: Class 25 contains 18856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830484.000000 Penalty: 53151.980469
Iteration 160F: 26 clusters Score -4.483048e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12340 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71619 members 
Mstep: Class 8 contains 24771 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 27867 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5834 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13459 members 
Mstep: Class 15 contains 14466 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3611 members 
Mstep: Class 18 contains 43840 members 
Mstep: Class 19 contains 11721 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 20986 members 
Mstep: Class 25 contains 18855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830512.000000 Penalty: 53151.980469
Iteration 161Q: 26 clusters Score -4.483051e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12338 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71635 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 27850 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5839 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13456 members 
Mstep: Class 15 contains 14466 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3611 members 
Mstep: Class 18 contains 43837 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5669 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 20985 members 
Mstep: Class 25 contains 18856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830484.000000 Penalty: 53151.980469
Iteration 162Q: 26 clusters Score -4.483048e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71647 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 27841 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5846 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13449 members 
Mstep: Class 15 contains 14465 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 18 contains 43835 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 20983 members 
Mstep: Class 25 contains 18855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830452.000000 Penalty: 53151.980469
Iteration 163Q: 26 clusters Score -4.483045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 2849 members 
Mstep: Class 7 contains 71656 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 27831 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5852 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13446 members 
Mstep: Class 15 contains 14464 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43836 members 
Mstep: Class 19 contains 11721 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 20980 members 
Mstep: Class 25 contains 18854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830444.000000 Penalty: 53151.980469
Iteration 164Q: 26 clusters Score -4.483044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12336 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 71662 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1237 members 
Mstep: Class 10 contains 27822 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5857 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13443 members 
Mstep: Class 15 contains 14463 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 43836 members 
Mstep: Class 19 contains 11721 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 20981 members 
Mstep: Class 25 contains 18856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830424.000000 Penalty: 53151.980469
Iteration 165Q: 26 clusters Score -4.483042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 71671 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1238 members 
Mstep: Class 10 contains 27813 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5861 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 14464 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 43833 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 20980 members 
Mstep: Class 25 contains 18858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830456.000000 Penalty: 53151.980469
Iteration 166Q: 26 clusters Score -4.483046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12330 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71679 members 
Mstep: Class 8 contains 24770 members 
Mstep: Class 9 contains 1239 members 
Mstep: Class 10 contains 27803 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5865 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13437 members 
Mstep: Class 15 contains 14464 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 18 contains 43830 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 20979 members 
Mstep: Class 25 contains 18860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830472.000000 Penalty: 53151.980469
Iteration 167Q: 26 clusters Score -4.483047e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12330 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71686 members 
Mstep: Class 8 contains 24769 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27792 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13435 members 
Mstep: Class 15 contains 14463 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 18 contains 43828 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 20980 members 
Mstep: Class 25 contains 18859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830456.000000 Penalty: 53151.980469
Iteration 168Q: 26 clusters Score -4.483046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12326 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71696 members 
Mstep: Class 8 contains 24768 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27782 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5874 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13433 members 
Mstep: Class 15 contains 14462 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 43829 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 20978 members 
Mstep: Class 25 contains 18862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830424.000000 Penalty: 53151.980469
Iteration 169Q: 26 clusters Score -4.483042e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12326 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71705 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27771 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13431 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 43828 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 20979 members 
Mstep: Class 25 contains 18861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830412.000000 Penalty: 53151.980469
Iteration 170Q: 26 clusters Score -4.483041e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71724 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27756 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13429 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 43823 members 
Mstep: Class 19 contains 11719 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 20978 members 
Mstep: Class 25 contains 18860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830400.000000 Penalty: 53151.980469
Iteration 171Q: 26 clusters Score -4.48304e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12323 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27743 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13426 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 43822 members 
Mstep: Class 19 contains 11719 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 20977 members 
Mstep: Class 25 contains 18860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830452.000000 Penalty: 53151.980469
Iteration 172Q: 26 clusters Score -4.483045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12324 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71754 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27735 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13424 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 43822 members 
Mstep: Class 19 contains 11719 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 20973 members 
Mstep: Class 25 contains 18862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830472.000000 Penalty: 53151.980469
Iteration 173Q: 26 clusters Score -4.483047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12324 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71764 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27724 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13423 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 18 contains 43820 members 
Mstep: Class 19 contains 11719 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 20973 members 
Mstep: Class 25 contains 18866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830484.000000 Penalty: 53151.980469
Iteration 174Q: 26 clusters Score -4.483048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12323 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71779 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27713 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 18 contains 43817 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20974 members 
Mstep: Class 25 contains 18868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830460.000000 Penalty: 53151.980469
Iteration 175Q: 26 clusters Score -4.483046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12322 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71791 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27701 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13419 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20975 members 
Mstep: Class 25 contains 18869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830432.000000 Penalty: 53151.980469
Iteration 176Q: 26 clusters Score -4.483043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12321 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71801 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27694 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13419 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 43813 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20978 members 
Mstep: Class 25 contains 18868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830404.000000 Penalty: 53151.980469
Iteration 177Q: 26 clusters Score -4.48304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12321 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71809 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27689 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13418 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 43813 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20976 members 
Mstep: Class 25 contains 18868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830404.000000 Penalty: 53151.980469
Iteration 178Q: 26 clusters Score -4.48304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12321 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71817 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27684 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13418 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20971 members 
Mstep: Class 25 contains 18868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830428.000000 Penalty: 53151.980469
Iteration 179Q: 26 clusters Score -4.483043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12321 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71824 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27678 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13418 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20969 members 
Mstep: Class 25 contains 18868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830424.000000 Penalty: 53151.980469
Iteration 180F: 26 clusters Score -4.483042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12321 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71832 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27675 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13417 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 43813 members 
Mstep: Class 19 contains 11717 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20967 members 
Mstep: Class 25 contains 18868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830432.000000 Penalty: 53151.980469
Iteration 181Q: 26 clusters Score -4.483043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12320 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71840 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27669 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13418 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 43812 members 
Mstep: Class 19 contains 11716 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20968 members 
Mstep: Class 25 contains 18868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830420.000000 Penalty: 53151.980469
Iteration 182Q: 26 clusters Score -4.483042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12320 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71847 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27663 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13416 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 43812 members 
Mstep: Class 19 contains 11717 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20969 members 
Mstep: Class 25 contains 18868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830412.000000 Penalty: 53151.980469
Iteration 183Q: 26 clusters Score -4.483041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12320 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71856 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13416 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 43812 members 
Mstep: Class 19 contains 11717 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20970 members 
Mstep: Class 25 contains 18868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830400.000000 Penalty: 53151.980469
Iteration 184Q: 26 clusters Score -4.48304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12320 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71859 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27652 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13414 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 43812 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20970 members 
Mstep: Class 25 contains 18869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830412.000000 Penalty: 53151.980469
Iteration 185Q: 26 clusters Score -4.483041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12319 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71861 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27652 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13413 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 43812 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20970 members 
Mstep: Class 25 contains 18870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830400.000000 Penalty: 53151.980469
Iteration 186Q: 26 clusters Score -4.48304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12317 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71864 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27650 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 43812 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20971 members 
Mstep: Class 25 contains 18873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830416.000000 Penalty: 53151.980469
Iteration 187Q: 26 clusters Score -4.483042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12316 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71868 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27645 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13408 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 43813 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20974 members 
Mstep: Class 25 contains 18873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830428.000000 Penalty: 53151.980469
Iteration 188Q: 26 clusters Score -4.483043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12316 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71872 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27641 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13408 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 43813 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20976 members 
Mstep: Class 25 contains 18873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830428.000000 Penalty: 53151.980469
Iteration 189Q: 26 clusters Score -4.483043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12316 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71876 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27635 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20975 members 
Mstep: Class 25 contains 18874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830416.000000 Penalty: 53151.980469
Iteration 190Q: 26 clusters Score -4.483042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12316 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71878 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27633 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20976 members 
Mstep: Class 25 contains 18873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830412.000000 Penalty: 53151.980469
Iteration 191Q: 26 clusters Score -4.483041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12316 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71881 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27629 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13410 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20975 members 
Mstep: Class 25 contains 18873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830408.000000 Penalty: 53151.980469
Iteration 192Q: 26 clusters Score -4.483041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12316 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71884 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27625 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5879 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 11718 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20975 members 
Mstep: Class 25 contains 18874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830428.000000 Penalty: 53151.980469
Iteration 193Q: 26 clusters Score -4.483043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12316 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71888 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27622 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5881 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13410 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 11717 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20972 members 
Mstep: Class 25 contains 18874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830412.000000 Penalty: 53151.980469
Iteration 194Q: 26 clusters Score -4.483041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12316 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71893 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27618 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13412 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 11714 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20970 members 
Mstep: Class 25 contains 18873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830404.000000 Penalty: 53151.980469
Iteration 195Q: 26 clusters Score -4.48304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12315 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71896 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27614 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13412 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 43814 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20970 members 
Mstep: Class 25 contains 18873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830428.000000 Penalty: 53151.980469
Iteration 196Q: 26 clusters Score -4.483043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12314 members 
Mstep: Class 6 contains 2846 members 
Mstep: Class 7 contains 71901 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27610 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13412 members 
Mstep: Class 15 contains 14460 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43813 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20970 members 
Mstep: Class 25 contains 18873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830444.000000 Penalty: 53151.980469
Iteration 197Q: 26 clusters Score -4.483044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12314 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 71909 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27602 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13412 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43811 members 
Mstep: Class 19 contains 11711 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20971 members 
Mstep: Class 25 contains 18873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830444.000000 Penalty: 53151.980469
Iteration 198Q: 26 clusters Score -4.483044e+07 nChanged 10
Entering ConstructFrom: 
Score: -44830444.000000 Penalty: 53151.980469
Entering ConstructFrom: 
Trying to split cluster 1 (42311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Entering Unmasked Estep 
Score: -4092897.000000 Penalty: 1731.080444
	Iteration 0F: 2 clusters Score -4092897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -4064550.750000 Penalty: 3462.160889
	Iteration 0F: 3 clusters Score -4064551 nChanged 19729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4075758.750000 Penalty: 3462.160889
	Iteration 1F: 3 clusters Score -4075759 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -4076192.250000 Penalty: 3462.160889
	Iteration 2Q: 3 clusters Score -4076192 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -4076612.250000 Penalty: 3462.160889
	Iteration 3Q: 3 clusters Score -4076612 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -4076988.500000 Penalty: 3462.160889
	Iteration 4Q: 3 clusters Score -4076988 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4077363.750000 Penalty: 3462.160889
	Iteration 5Q: 3 clusters Score -4077364 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4077760.250000 Penalty: 3462.160889
	Iteration 6Q: 3 clusters Score -4077760 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4078172.500000 Penalty: 3462.160889
	Iteration 7Q: 3 clusters Score -4078172 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -4078629.500000 Penalty: 3462.160889
	Iteration 8Q: 3 clusters Score -4078630 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -4079122.250000 Penalty: 3462.160889
	Iteration 9Q: 3 clusters Score -4079122 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -4079597.000000 Penalty: 3462.160889
	Iteration 10Q: 3 clusters Score -4079597 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4080148.250000 Penalty: 3462.160889
	Iteration 11Q: 3 clusters Score -4080148 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -4080801.000000 Penalty: 3462.160889
	Iteration 12Q: 3 clusters Score -4080801 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4081545.000000 Penalty: 3462.160889
	Iteration 13Q: 3 clusters Score -4081545 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -4082339.750000 Penalty: 3462.160889
	Iteration 14Q: 3 clusters Score -4082340 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -4083213.250000 Penalty: 3462.160889
	Iteration 15Q: 3 clusters Score -4083213 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -4084139.500000 Penalty: 3462.160889
	Iteration 16Q: 3 clusters Score -4084140 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -4084907.250000 Penalty: 3462.160889
	Iteration 17Q: 3 clusters Score -4084907 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -4085452.250000 Penalty: 3462.160889
	Iteration 18Q: 3 clusters Score -4085452 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4085825.750000 Penalty: 3462.160889
	Iteration 19Q: 3 clusters Score -4085826 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -4086102.000000 Penalty: 3462.160889
	Iteration 20F: 3 clusters Score -4086102 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -4086368.000000 Penalty: 3462.160889
	Iteration 21Q: 3 clusters Score -4086368 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -4086568.000000 Penalty: 3462.160889
	Iteration 22Q: 3 clusters Score -4086568 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4086751.250000 Penalty: 3462.160889
	Iteration 23Q: 3 clusters Score -4086751 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4086962.750000 Penalty: 3462.160889
	Iteration 24Q: 3 clusters Score -4086963 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4087135.750000 Penalty: 3462.160889
	Iteration 25Q: 3 clusters Score -4087136 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -4087312.500000 Penalty: 3462.160889
	Iteration 26Q: 3 clusters Score -4087312 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4087493.500000 Penalty: 3462.160889
	Iteration 27Q: 3 clusters Score -4087494 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4087699.250000 Penalty: 3462.160889
	Iteration 28Q: 3 clusters Score -4087699 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -4087902.000000 Penalty: 3462.160889
	Iteration 29Q: 3 clusters Score -4087902 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -4088117.000000 Penalty: 3462.160889
	Iteration 30Q: 3 clusters Score -4088117 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4088339.500000 Penalty: 3462.160889
	Iteration 31Q: 3 clusters Score -4088340 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4088558.500000 Penalty: 3462.160889
	Iteration 32Q: 3 clusters Score -4088558 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -4088760.500000 Penalty: 3462.160889
	Iteration 33Q: 3 clusters Score -4088760 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -4089002.250000 Penalty: 3462.160889
	Iteration 34Q: 3 clusters Score -4089002 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4089277.250000 Penalty: 3462.160889
	Iteration 35Q: 3 clusters Score -4089277 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -4089532.000000 Penalty: 3462.160889
	Iteration 36Q: 3 clusters Score -4089532 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4089781.750000 Penalty: 3462.160889
	Iteration 37Q: 3 clusters Score -4089782 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -4090059.750000 Penalty: 3462.160889
	Iteration 38Q: 3 clusters Score -4090060 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -4090301.500000 Penalty: 3462.160889
	Iteration 39Q: 3 clusters Score -4090302 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -4090575.750000 Penalty: 3462.160889
	Iteration 40F: 3 clusters Score -4090576 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -4090733.000000 Penalty: 3462.160889
	Iteration 41Q: 3 clusters Score -4090733 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -4090870.500000 Penalty: 3462.160889
	Iteration 42Q: 3 clusters Score -4090870 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -4090982.500000 Penalty: 3462.160889
	Iteration 43Q: 3 clusters Score -4090982 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -4091091.250000 Penalty: 3462.160889
	Iteration 44Q: 3 clusters Score -4091091 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -4091169.500000 Penalty: 3462.160889
	Iteration 45Q: 3 clusters Score -4091170 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -4091220.250000 Penalty: 3462.160889
	Iteration 46Q: 3 clusters Score -4091220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -4091261.500000 Penalty: 3462.160889
	Iteration 47Q: 3 clusters Score -4091262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -4091306.750000 Penalty: 3462.160889
	Iteration 48Q: 3 clusters Score -4091307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -4091332.500000 Penalty: 3462.160889
	Iteration 49Q: 3 clusters Score -4091332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -4091342.750000 Penalty: 3462.160889
	Iteration 50Q: 3 clusters Score -4091343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -4091377.000000 Penalty: 3462.160889
	Iteration 51Q: 3 clusters Score -4091377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -4091389.750000 Penalty: 3462.160889
	Iteration 52Q: 3 clusters Score -4091390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -4091404.500000 Penalty: 3462.160889
	Iteration 53Q: 3 clusters Score -4091404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -4091416.000000 Penalty: 3462.160889
	Iteration 54Q: 3 clusters Score -4091416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -4091430.000000 Penalty: 3462.160889
	Iteration 55Q: 3 clusters Score -4091430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -4091433.750000 Penalty: 3462.160889
	Iteration 56Q: 3 clusters Score -4091434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -4091440.750000 Penalty: 3462.160889
	Iteration 57Q: 3 clusters Score -4091441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -4091446.750000 Penalty: 3462.160889
	Iteration 58Q: 3 clusters Score -4091447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -4091445.750000 Penalty: 3462.160889
	Iteration 59Q: 3 clusters Score -4091446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -4091449.000000 Penalty: 3462.160889
	Iteration 60F: 3 clusters Score -4091449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -4091451.750000 Penalty: 3462.160889
	Iteration 61Q: 3 clusters Score -4091452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -4091451.750000 Penalty: 3462.160889
	Iteration 62F: 3 clusters Score -4091452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -451165.687500 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -451165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -447384.656250 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -447384.7 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -448437.562500 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -448437.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -448607.125000 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -448607.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -448716.156250 Penalty: 2749.358398
	Iteration 3Q: 3 clusters Score -448716.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -448787.187500 Penalty: 2749.358398
	Iteration 4Q: 3 clusters Score -448787.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -448840.937500 Penalty: 2749.358398
	Iteration 5Q: 3 clusters Score -448840.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -448886.781250 Penalty: 2749.358398
	Iteration 6Q: 3 clusters Score -448886.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -448926.468750 Penalty: 2749.358398
	Iteration 7Q: 3 clusters Score -448926.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -448968.968750 Penalty: 2749.358398
	Iteration 8Q: 3 clusters Score -448969 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -449000.593750 Penalty: 2749.358398
	Iteration 9Q: 3 clusters Score -449000.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -449025.187500 Penalty: 2749.358398
	Iteration 10Q: 3 clusters Score -449025.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -449043.625000 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -449043.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -449061.250000 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -449061.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -449076.843750 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -449076.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -449088.531250 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -449088.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -449101.625000 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -449101.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -449117.718750 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -449117.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -449137.437500 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -449137.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -449171.125000 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -449171.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -449206.250000 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -449206.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -449241.656250 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -449241.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -449275.812500 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -449275.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -449308.000000 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -449308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -449333.531250 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -449333.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -449360.250000 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -449360.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -449386.125000 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -449386.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -449407.187500 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -449407.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -449433.343750 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -449433.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -449456.687500 Penalty: 2749.358398
	Iteration 28Q: 3 clusters Score -449456.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -449477.593750 Penalty: 2749.358398
	Iteration 29Q: 3 clusters Score -449477.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -449500.281250 Penalty: 2749.358398
	Iteration 30Q: 3 clusters Score -449500.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -449519.937500 Penalty: 2749.358398
	Iteration 31Q: 3 clusters Score -449519.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -449538.343750 Penalty: 2749.358398
	Iteration 32Q: 3 clusters Score -449538.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -449562.218750 Penalty: 2749.358398
	Iteration 33Q: 3 clusters Score -449562.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -449599.375000 Penalty: 2749.358398
	Iteration 34Q: 3 clusters Score -449599.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -449640.875000 Penalty: 2749.358398
	Iteration 35Q: 3 clusters Score -449640.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -449679.687500 Penalty: 2749.358398
	Iteration 36Q: 3 clusters Score -449679.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -449714.937500 Penalty: 2749.358398
	Iteration 37Q: 3 clusters Score -449714.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -449755.437500 Penalty: 2749.358398
	Iteration 38Q: 3 clusters Score -449755.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -449799.156250 Penalty: 2749.358398
	Iteration 39Q: 3 clusters Score -449799.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -449828.781250 Penalty: 2749.358398
	Iteration 40F: 3 clusters Score -449828.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -449858.687500 Penalty: 2749.358398
	Iteration 41Q: 3 clusters Score -449858.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -449885.375000 Penalty: 2749.358398
	Iteration 42Q: 3 clusters Score -449885.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -449905.593750 Penalty: 2749.358398
	Iteration 43Q: 3 clusters Score -449905.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -449922.906250 Penalty: 2749.358398
	Iteration 44Q: 3 clusters Score -449922.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -449941.156250 Penalty: 2749.358398
	Iteration 45Q: 3 clusters Score -449941.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -449960.531250 Penalty: 2749.358398
	Iteration 46Q: 3 clusters Score -449960.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -449978.687500 Penalty: 2749.358398
	Iteration 47Q: 3 clusters Score -449978.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -449986.250000 Penalty: 2749.358398
	Iteration 48Q: 3 clusters Score -449986.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -449994.406250 Penalty: 2749.358398
	Iteration 49Q: 3 clusters Score -449994.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -450007.468750 Penalty: 2749.358398
	Iteration 50Q: 3 clusters Score -450007.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -450015.875000 Penalty: 2749.358398
	Iteration 51Q: 3 clusters Score -450015.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -450025.093750 Penalty: 2749.358398
	Iteration 52Q: 3 clusters Score -450025.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -450033.687500 Penalty: 2749.358398
	Iteration 53Q: 3 clusters Score -450033.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -450046.375000 Penalty: 2749.358398
	Iteration 54Q: 3 clusters Score -450046.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -450055.781250 Penalty: 2749.358398
	Iteration 55Q: 3 clusters Score -450055.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -450061.593750 Penalty: 2749.358398
	Iteration 56Q: 3 clusters Score -450061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -450064.281250 Penalty: 2749.358398
	Iteration 57Q: 3 clusters Score -450064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -450064.468750 Penalty: 2749.358398
	Iteration 58Q: 3 clusters Score -450064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -450064.906250 Penalty: 2749.358398
	Iteration 59Q: 3 clusters Score -450064.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -450064.906250 Penalty: 2749.358398
	Iteration 60F: 3 clusters Score -450064.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -387254.406250 Penalty: 1354.935791
	Iteration 0F: 2 clusters Score -387254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -383802.625000 Penalty: 2709.871582
	Iteration 0F: 3 clusters Score -383802.6 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -384804.875000 Penalty: 2709.871582
	Iteration 1F: 3 clusters Score -384804.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -385140.593750 Penalty: 2709.871582
	Iteration 2F: 3 clusters Score -385140.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -385489.906250 Penalty: 2709.871582
	Iteration 3F: 3 clusters Score -385489.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -385908.000000 Penalty: 2709.871582
	Iteration 4F: 3 clusters Score -385908 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -386336.781250 Penalty: 2709.871582
	Iteration 5F: 3 clusters Score -386336.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -386657.500000 Penalty: 2709.871582
	Iteration 6F: 3 clusters Score -386657.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -386849.843750 Penalty: 2709.871582
	Iteration 7Q: 3 clusters Score -386849.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -386963.968750 Penalty: 2709.871582
	Iteration 8Q: 3 clusters Score -386964 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -387013.968750 Penalty: 2709.871582
	Iteration 9Q: 3 clusters Score -387014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -387039.906250 Penalty: 2709.871582
	Iteration 10Q: 3 clusters Score -387039.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -387054.031250 Penalty: 2709.871582
	Iteration 11Q: 3 clusters Score -387054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -387059.312500 Penalty: 2709.871582
	Iteration 12Q: 3 clusters Score -387059.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -387066.843750 Penalty: 2709.871582
	Iteration 13Q: 3 clusters Score -387066.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -387072.000000 Penalty: 2709.871582
	Iteration 14Q: 3 clusters Score -387072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -387074.312500 Penalty: 2709.871582
	Iteration 15Q: 3 clusters Score -387074.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -387076.375000 Penalty: 2709.871582
	Iteration 16Q: 3 clusters Score -387076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -387077.062500 Penalty: 2709.871582
	Iteration 17Q: 3 clusters Score -387077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -387078.375000 Penalty: 2709.871582
	Iteration 18Q: 3 clusters Score -387078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -387078.437500 Penalty: 2709.871582
	Iteration 19Q: 3 clusters Score -387078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -387078.562500 Penalty: 2709.871582
	Iteration 20F: 3 clusters Score -387078.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -663776.250000 Penalty: 1436.429565
	Iteration 0F: 2 clusters Score -663776.2 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 3399 members 
Entering Unmasked Estep 
Score: -658600.187500 Penalty: 2872.859131
	Iteration 0F: 3 clusters Score -658600.2 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -660123.187500 Penalty: 2872.859131
	Iteration 1F: 3 clusters Score -660123.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -660313.312500 Penalty: 2872.859131
	Iteration 2F: 3 clusters Score -660313.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -660466.000000 Penalty: 2872.859131
	Iteration 3Q: 3 clusters Score -660466 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -660578.812500 Penalty: 2872.859131
	Iteration 4Q: 3 clusters Score -660578.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -660708.750000 Penalty: 2872.859131
	Iteration 5Q: 3 clusters Score -660708.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -660847.937500 Penalty: 2872.859131
	Iteration 6Q: 3 clusters Score -660847.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -660964.125000 Penalty: 2872.859131
	Iteration 7Q: 3 clusters Score -660964.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -661074.750000 Penalty: 2872.859131
	Iteration 8Q: 3 clusters Score -661074.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -661177.812500 Penalty: 2872.859131
	Iteration 9Q: 3 clusters Score -661177.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -661290.437500 Penalty: 2872.859131
	Iteration 10Q: 3 clusters Score -661290.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -661432.875000 Penalty: 2872.859131
	Iteration 11Q: 3 clusters Score -661432.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -661586.375000 Penalty: 2872.859131
	Iteration 12Q: 3 clusters Score -661586.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -661766.187500 Penalty: 2872.859131
	Iteration 13Q: 3 clusters Score -661766.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -661907.250000 Penalty: 2872.859131
	Iteration 14Q: 3 clusters Score -661907.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -662052.250000 Penalty: 2872.859131
	Iteration 15Q: 3 clusters Score -662052.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -662166.187500 Penalty: 2872.859131
	Iteration 16Q: 3 clusters Score -662166.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -662251.437500 Penalty: 2872.859131
	Iteration 17Q: 3 clusters Score -662251.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -662331.062500 Penalty: 2872.859131
	Iteration 18Q: 3 clusters Score -662331.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -662380.125000 Penalty: 2872.859131
	Iteration 19Q: 3 clusters Score -662380.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -662411.000000 Penalty: 2872.859131
	Iteration 20F: 3 clusters Score -662411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -662439.750000 Penalty: 2872.859131
	Iteration 21Q: 3 clusters Score -662439.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -662468.875000 Penalty: 2872.859131
	Iteration 22Q: 3 clusters Score -662468.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -662489.875000 Penalty: 2872.859131
	Iteration 23Q: 3 clusters Score -662489.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -662507.375000 Penalty: 2872.859131
	Iteration 24Q: 3 clusters Score -662507.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -662522.687500 Penalty: 2872.859131
	Iteration 25Q: 3 clusters Score -662522.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -662539.625000 Penalty: 2872.859131
	Iteration 26Q: 3 clusters Score -662539.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -662550.812500 Penalty: 2872.859131
	Iteration 27Q: 3 clusters Score -662550.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -662559.875000 Penalty: 2872.859131
	Iteration 28Q: 3 clusters Score -662559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -662568.562500 Penalty: 2872.859131
	Iteration 29Q: 3 clusters Score -662568.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -662575.187500 Penalty: 2872.859131
	Iteration 30Q: 3 clusters Score -662575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -662578.812500 Penalty: 2872.859131
	Iteration 31Q: 3 clusters Score -662578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -662579.812500 Penalty: 2872.859131
	Iteration 32Q: 3 clusters Score -662579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -662581.562500 Penalty: 2872.859131
	Iteration 33Q: 3 clusters Score -662581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -662581.562500 Penalty: 2872.859131
	Iteration 34F: 3 clusters Score -662581.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Entering Unmasked Estep 
Score: -1154241.875000 Penalty: 1530.505005
	Iteration 0F: 2 clusters Score -1154242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1145588.375000 Penalty: 3061.010010
	Iteration 0F: 3 clusters Score -1145588 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1148584.250000 Penalty: 3061.010010
	Iteration 1F: 3 clusters Score -1148584 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1149067.625000 Penalty: 3061.010010
	Iteration 2F: 3 clusters Score -1149068 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1149582.625000 Penalty: 3061.010010
	Iteration 3F: 3 clusters Score -1149583 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1150120.250000 Penalty: 3061.010010
	Iteration 4F: 3 clusters Score -1150120 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1150711.750000 Penalty: 3061.010010
	Iteration 5F: 3 clusters Score -1150712 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1151351.250000 Penalty: 3061.010010
	Iteration 6F: 3 clusters Score -1151351 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1151892.500000 Penalty: 3061.010010
	Iteration 7F: 3 clusters Score -1151892 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1152264.000000 Penalty: 3061.010010
	Iteration 8Q: 3 clusters Score -1152264 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1152515.125000 Penalty: 3061.010010
	Iteration 9Q: 3 clusters Score -1152515 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1152677.625000 Penalty: 3061.010010
	Iteration 10Q: 3 clusters Score -1152678 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1152783.375000 Penalty: 3061.010010
	Iteration 11Q: 3 clusters Score -1152783 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1152878.375000 Penalty: 3061.010010
	Iteration 12Q: 3 clusters Score -1152878 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1152967.875000 Penalty: 3061.010010
	Iteration 13Q: 3 clusters Score -1152968 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1153038.125000 Penalty: 3061.010010
	Iteration 14Q: 3 clusters Score -1153038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1153090.625000 Penalty: 3061.010010
	Iteration 15Q: 3 clusters Score -1153091 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1153131.375000 Penalty: 3061.010010
	Iteration 16Q: 3 clusters Score -1153131 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1153173.000000 Penalty: 3061.010010
	Iteration 17Q: 3 clusters Score -1153173 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1153210.375000 Penalty: 3061.010010
	Iteration 18Q: 3 clusters Score -1153210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1153248.875000 Penalty: 3061.010010
	Iteration 19Q: 3 clusters Score -1153249 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1153279.500000 Penalty: 3061.010010
	Iteration 20F: 3 clusters Score -1153280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1153302.250000 Penalty: 3061.010010
	Iteration 21Q: 3 clusters Score -1153302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1153322.875000 Penalty: 3061.010010
	Iteration 22Q: 3 clusters Score -1153323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1153330.875000 Penalty: 3061.010010
	Iteration 23Q: 3 clusters Score -1153331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1153337.875000 Penalty: 3061.010010
	Iteration 24Q: 3 clusters Score -1153338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1153343.000000 Penalty: 3061.010010
	Iteration 25Q: 3 clusters Score -1153343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1153346.625000 Penalty: 3061.010010
	Iteration 26Q: 3 clusters Score -1153347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1153352.625000 Penalty: 3061.010010
	Iteration 27Q: 3 clusters Score -1153353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1153359.375000 Penalty: 3061.010010
	Iteration 28Q: 3 clusters Score -1153359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1153361.875000 Penalty: 3061.010010
	Iteration 29Q: 3 clusters Score -1153362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1153365.875000 Penalty: 3061.010010
	Iteration 30Q: 3 clusters Score -1153366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1153368.000000 Penalty: 3061.010010
	Iteration 31Q: 3 clusters Score -1153368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1153369.625000 Penalty: 3061.010010
	Iteration 32Q: 3 clusters Score -1153370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1153372.250000 Penalty: 3061.010010
	Iteration 33Q: 3 clusters Score -1153372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1153371.375000 Penalty: 3061.010010
	Iteration 34Q: 3 clusters Score -1153371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1153373.750000 Penalty: 3061.010010
	Iteration 35Q: 3 clusters Score -1153374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1153372.625000 Penalty: 3061.010010
	Iteration 36Q: 3 clusters Score -1153373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1153374.500000 Penalty: 3061.010010
	Iteration 37Q: 3 clusters Score -1153374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1153375.625000 Penalty: 3061.010010
	Iteration 38Q: 3 clusters Score -1153376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1153377.500000 Penalty: 3061.010010
	Iteration 39Q: 3 clusters Score -1153378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1153379.000000 Penalty: 3061.010010
	Iteration 40F: 3 clusters Score -1153379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1153377.250000 Penalty: 3061.010010
	Iteration 41Q: 3 clusters Score -1153377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1153379.125000 Penalty: 3061.010010
	Iteration 42Q: 3 clusters Score -1153379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1153380.250000 Penalty: 3061.010010
	Iteration 43Q: 3 clusters Score -1153380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1153382.125000 Penalty: 3061.010010
	Iteration 44Q: 3 clusters Score -1153382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1153384.375000 Penalty: 3061.010010
	Iteration 45Q: 3 clusters Score -1153384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1153384.750000 Penalty: 3061.010010
	Iteration 46Q: 3 clusters Score -1153385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1153384.625000 Penalty: 3061.010010
	Iteration 47Q: 3 clusters Score -1153385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1153385.000000 Penalty: 3061.010010
	Iteration 48Q: 3 clusters Score -1153385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1153385.000000 Penalty: 3061.010010
	Iteration 49F: 3 clusters Score -1153385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -272521.031250 Penalty: 1292.585571
	Iteration 0F: 2 clusters Score -272521 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 1423 members 
Entering Unmasked Estep 
Score: -269913.187500 Penalty: 2585.171143
	Iteration 0F: 3 clusters Score -269913.2 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -270485.750000 Penalty: 2585.171143
	Iteration 1F: 3 clusters Score -270485.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -270608.968750 Penalty: 2585.171143
	Iteration 2F: 3 clusters Score -270609 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -270670.875000 Penalty: 2585.171143
	Iteration 3Q: 3 clusters Score -270670.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -270702.625000 Penalty: 2585.171143
	Iteration 4Q: 3 clusters Score -270702.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -270737.843750 Penalty: 2585.171143
	Iteration 5Q: 3 clusters Score -270737.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -270770.406250 Penalty: 2585.171143
	Iteration 6Q: 3 clusters Score -270770.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -270800.875000 Penalty: 2585.171143
	Iteration 7Q: 3 clusters Score -270800.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -270824.468750 Penalty: 2585.171143
	Iteration 8Q: 3 clusters Score -270824.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -270841.562500 Penalty: 2585.171143
	Iteration 9Q: 3 clusters Score -270841.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -270853.156250 Penalty: 2585.171143
	Iteration 10Q: 3 clusters Score -270853.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -270861.656250 Penalty: 2585.171143
	Iteration 11Q: 3 clusters Score -270861.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -270875.468750 Penalty: 2585.171143
	Iteration 12Q: 3 clusters Score -270875.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -270886.781250 Penalty: 2585.171143
	Iteration 13Q: 3 clusters Score -270886.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -270895.218750 Penalty: 2585.171143
	Iteration 14Q: 3 clusters Score -270895.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -270904.750000 Penalty: 2585.171143
	Iteration 15Q: 3 clusters Score -270904.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -270914.125000 Penalty: 2585.171143
	Iteration 16Q: 3 clusters Score -270914.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -270922.531250 Penalty: 2585.171143
	Iteration 17Q: 3 clusters Score -270922.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -270931.656250 Penalty: 2585.171143
	Iteration 18Q: 3 clusters Score -270931.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -270941.375000 Penalty: 2585.171143
	Iteration 19Q: 3 clusters Score -270941.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -270950.812500 Penalty: 2585.171143
	Iteration 20F: 3 clusters Score -270950.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -270959.906250 Penalty: 2585.171143
	Iteration 21Q: 3 clusters Score -270959.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -270969.531250 Penalty: 2585.171143
	Iteration 22Q: 3 clusters Score -270969.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -270981.500000 Penalty: 2585.171143
	Iteration 23Q: 3 clusters Score -270981.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -270994.968750 Penalty: 2585.171143
	Iteration 24Q: 3 clusters Score -270995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -271008.437500 Penalty: 2585.171143
	Iteration 25Q: 3 clusters Score -271008.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -271020.843750 Penalty: 2585.171143
	Iteration 26Q: 3 clusters Score -271020.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -271035.781250 Penalty: 2585.171143
	Iteration 27Q: 3 clusters Score -271035.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -271044.375000 Penalty: 2585.171143
	Iteration 28Q: 3 clusters Score -271044.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -271057.156250 Penalty: 2585.171143
	Iteration 29Q: 3 clusters Score -271057.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -271069.437500 Penalty: 2585.171143
	Iteration 30Q: 3 clusters Score -271069.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -271080.562500 Penalty: 2585.171143
	Iteration 31Q: 3 clusters Score -271080.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -271092.875000 Penalty: 2585.171143
	Iteration 32Q: 3 clusters Score -271092.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -271114.812500 Penalty: 2585.171143
	Iteration 33Q: 3 clusters Score -271114.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -271130.625000 Penalty: 2585.171143
	Iteration 34Q: 3 clusters Score -271130.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -271142.468750 Penalty: 2585.171143
	Iteration 35Q: 3 clusters Score -271142.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -271158.593750 Penalty: 2585.171143
	Iteration 36Q: 3 clusters Score -271158.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -271178.031250 Penalty: 2585.171143
	Iteration 37Q: 3 clusters Score -271178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -271197.406250 Penalty: 2585.171143
	Iteration 38Q: 3 clusters Score -271197.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -271216.375000 Penalty: 2585.171143
	Iteration 39Q: 3 clusters Score -271216.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -271232.593750 Penalty: 2585.171143
	Iteration 40F: 3 clusters Score -271232.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -271250.250000 Penalty: 2585.171143
	Iteration 41Q: 3 clusters Score -271250.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -271270.187500 Penalty: 2585.171143
	Iteration 42Q: 3 clusters Score -271270.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -271285.812500 Penalty: 2585.171143
	Iteration 43Q: 3 clusters Score -271285.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -271300.625000 Penalty: 2585.171143
	Iteration 44Q: 3 clusters Score -271300.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -271313.156250 Penalty: 2585.171143
	Iteration 45Q: 3 clusters Score -271313.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -271319.312500 Penalty: 2585.171143
	Iteration 46Q: 3 clusters Score -271319.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -271326.687500 Penalty: 2585.171143
	Iteration 47Q: 3 clusters Score -271326.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -271333.187500 Penalty: 2585.171143
	Iteration 48Q: 3 clusters Score -271333.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -271342.187500 Penalty: 2585.171143
	Iteration 49Q: 3 clusters Score -271342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -271347.687500 Penalty: 2585.171143
	Iteration 50Q: 3 clusters Score -271347.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -271350.218750 Penalty: 2585.171143
	Iteration 51Q: 3 clusters Score -271350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -271353.062500 Penalty: 2585.171143
	Iteration 52Q: 3 clusters Score -271353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -271354.750000 Penalty: 2585.171143
	Iteration 53Q: 3 clusters Score -271354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -271356.812500 Penalty: 2585.171143
	Iteration 54Q: 3 clusters Score -271356.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -271359.250000 Penalty: 2585.171143
	Iteration 55Q: 3 clusters Score -271359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -271360.937500 Penalty: 2585.171143
	Iteration 56Q: 3 clusters Score -271360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -271362.406250 Penalty: 2585.171143
	Iteration 57Q: 3 clusters Score -271362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -271363.125000 Penalty: 2585.171143
	Iteration 58Q: 3 clusters Score -271363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -271363.562500 Penalty: 2585.171143
	Iteration 59Q: 3 clusters Score -271363.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -271363.812500 Penalty: 2585.171143
	Iteration 60F: 3 clusters Score -271363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -271364.250000 Penalty: 2585.171143
	Iteration 61Q: 3 clusters Score -271364.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -271364.250000 Penalty: 2585.171143
	Iteration 62F: 3 clusters Score -271364.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Entering Unmasked Estep 
Score: -6887947.500000 Penalty: 1817.267456
	Iteration 0F: 2 clusters Score -6887948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -6839960.500000 Penalty: 3634.534912
	Iteration 0F: 3 clusters Score -6839960 nChanged 34120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -6860068.000000 Penalty: 3634.534912
	Iteration 1F: 3 clusters Score -6860068 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -6860999.000000 Penalty: 3634.534912
	Iteration 2Q: 3 clusters Score -6860999 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -6862387.000000 Penalty: 3634.534912
	Iteration 3Q: 3 clusters Score -6862387 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -6864468.000000 Penalty: 3634.534912
	Iteration 4F: 3 clusters Score -6864468 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -6867369.500000 Penalty: 3634.534912
	Iteration 5F: 3 clusters Score -6867370 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -6871069.000000 Penalty: 3634.534912
	Iteration 6F: 3 clusters Score -6871069 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -6875090.000000 Penalty: 3634.534912
	Iteration 7F: 3 clusters Score -6875090 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -6878780.500000 Penalty: 3634.534912
	Iteration 8F: 3 clusters Score -6878780 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -6881639.000000 Penalty: 3634.534912
	Iteration 9F: 3 clusters Score -6881639 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -6883581.000000 Penalty: 3634.534912
	Iteration 10Q: 3 clusters Score -6883581 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -6884733.500000 Penalty: 3634.534912
	Iteration 11Q: 3 clusters Score -6884734 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6885414.000000 Penalty: 3634.534912
	Iteration 12Q: 3 clusters Score -6885414 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6885774.500000 Penalty: 3634.534912
	Iteration 13Q: 3 clusters Score -6885774 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6886047.500000 Penalty: 3634.534912
	Iteration 14Q: 3 clusters Score -6886048 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6886223.000000 Penalty: 3634.534912
	Iteration 15Q: 3 clusters Score -6886223 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6886326.500000 Penalty: 3634.534912
	Iteration 16Q: 3 clusters Score -6886326 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6886393.000000 Penalty: 3634.534912
	Iteration 17Q: 3 clusters Score -6886393 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6886429.000000 Penalty: 3634.534912
	Iteration 18Q: 3 clusters Score -6886429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6886462.500000 Penalty: 3634.534912
	Iteration 19Q: 3 clusters Score -6886462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6886478.000000 Penalty: 3634.534912
	Iteration 20F: 3 clusters Score -6886478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6886499.500000 Penalty: 3634.534912
	Iteration 21Q: 3 clusters Score -6886500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6886512.000000 Penalty: 3634.534912
	Iteration 22Q: 3 clusters Score -6886512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71430 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6886519.500000 Penalty: 3634.534912
	Iteration 23Q: 3 clusters Score -6886520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6886529.500000 Penalty: 3634.534912
	Iteration 24Q: 3 clusters Score -6886530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6886539.000000 Penalty: 3634.534912
	Iteration 25Q: 3 clusters Score -6886539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6886551.000000 Penalty: 3634.534912
	Iteration 26Q: 3 clusters Score -6886551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6886549.500000 Penalty: 3634.534912
	Iteration 27Q: 3 clusters Score -6886550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6886550.000000 Penalty: 3634.534912
	Iteration 28Q: 3 clusters Score -6886550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6886555.000000 Penalty: 3634.534912
	Iteration 29Q: 3 clusters Score -6886555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6886555.000000 Penalty: 3634.534912
	Iteration 30F: 3 clusters Score -6886555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Entering Unmasked Estep 
Score: -2404573.500000 Penalty: 1644.056030
	Iteration 0F: 2 clusters Score -2404574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2387911.750000 Penalty: 3288.112061
	Iteration 0F: 3 clusters Score -2387912 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2393854.000000 Penalty: 3288.112061
	Iteration 1F: 3 clusters Score -2393854 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2394109.000000 Penalty: 3288.112061
	Iteration 2Q: 3 clusters Score -2394109 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2394381.000000 Penalty: 3288.112061
	Iteration 3Q: 3 clusters Score -2394381 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2394665.500000 Penalty: 3288.112061
	Iteration 4Q: 3 clusters Score -2394666 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2395102.250000 Penalty: 3288.112061
	Iteration 5Q: 3 clusters Score -2395102 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2395788.750000 Penalty: 3288.112061
	Iteration 6F: 3 clusters Score -2395789 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2396926.500000 Penalty: 3288.112061
	Iteration 7F: 3 clusters Score -2396926 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2398559.500000 Penalty: 3288.112061
	Iteration 8F: 3 clusters Score -2398560 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2400459.000000 Penalty: 3288.112061
	Iteration 9F: 3 clusters Score -2400459 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2401858.750000 Penalty: 3288.112061
	Iteration 10F: 3 clusters Score -2401859 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2402601.500000 Penalty: 3288.112061
	Iteration 11Q: 3 clusters Score -2402602 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2402929.750000 Penalty: 3288.112061
	Iteration 12Q: 3 clusters Score -2402930 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2403050.000000 Penalty: 3288.112061
	Iteration 13Q: 3 clusters Score -2403050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -2403091.750000 Penalty: 3288.112061
	Iteration 14Q: 3 clusters Score -2403092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -2403123.500000 Penalty: 3288.112061
	Iteration 15Q: 3 clusters Score -2403124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -2403165.500000 Penalty: 3288.112061
	Iteration 16Q: 3 clusters Score -2403166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2403191.000000 Penalty: 3288.112061
	Iteration 17Q: 3 clusters Score -2403191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -2403208.750000 Penalty: 3288.112061
	Iteration 18Q: 3 clusters Score -2403209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2403222.500000 Penalty: 3288.112061
	Iteration 19Q: 3 clusters Score -2403222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2403225.750000 Penalty: 3288.112061
	Iteration 20F: 3 clusters Score -2403226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2403236.000000 Penalty: 3288.112061
	Iteration 21Q: 3 clusters Score -2403236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2403241.750000 Penalty: 3288.112061
	Iteration 22Q: 3 clusters Score -2403242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2403245.250000 Penalty: 3288.112061
	Iteration 23Q: 3 clusters Score -2403245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -2403252.500000 Penalty: 3288.112061
	Iteration 24Q: 3 clusters Score -2403252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2403256.000000 Penalty: 3288.112061
	Iteration 25Q: 3 clusters Score -2403256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -2403261.750000 Penalty: 3288.112061
	Iteration 26Q: 3 clusters Score -2403262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -2403268.250000 Penalty: 3288.112061
	Iteration 27Q: 3 clusters Score -2403268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -2403271.500000 Penalty: 3288.112061
	Iteration 28Q: 3 clusters Score -2403272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -2403273.000000 Penalty: 3288.112061
	Iteration 29Q: 3 clusters Score -2403273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -2403273.000000 Penalty: 3288.112061
	Iteration 30F: 3 clusters Score -2403273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -115442.328125 Penalty: 1157.465820
	Iteration 0F: 2 clusters Score -115442.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -113839.398438 Penalty: 2314.931641
	Iteration 0F: 3 clusters Score -113839.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -114126.679688 Penalty: 2314.931641
	Iteration 1F: 3 clusters Score -114126.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -114191.640625 Penalty: 2314.931641
	Iteration 2F: 3 clusters Score -114191.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -114237.109375 Penalty: 2314.931641
	Iteration 3Q: 3 clusters Score -114237.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -114269.757812 Penalty: 2314.931641
	Iteration 4Q: 3 clusters Score -114269.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -114293.039062 Penalty: 2314.931641
	Iteration 5Q: 3 clusters Score -114293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -114306.804688 Penalty: 2314.931641
	Iteration 6Q: 3 clusters Score -114306.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -114317.812500 Penalty: 2314.931641
	Iteration 7Q: 3 clusters Score -114317.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -114325.593750 Penalty: 2314.931641
	Iteration 8Q: 3 clusters Score -114325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -114330.132812 Penalty: 2314.931641
	Iteration 9Q: 3 clusters Score -114330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -114332.703125 Penalty: 2314.931641
	Iteration 10Q: 3 clusters Score -114332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -114335.429688 Penalty: 2314.931641
	Iteration 11Q: 3 clusters Score -114335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -114336.515625 Penalty: 2314.931641
	Iteration 12Q: 3 clusters Score -114336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -114337.000000 Penalty: 2314.931641
	Iteration 13Q: 3 clusters Score -114337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -114337.875000 Penalty: 2314.931641
	Iteration 14Q: 3 clusters Score -114337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -114337.875000 Penalty: 2314.931641
	Iteration 15F: 3 clusters Score -114337.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Entering Unmasked Estep 
Score: -2656973.250000 Penalty: 1661.631714
	Iteration 0F: 2 clusters Score -2656973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2638356.000000 Penalty: 3323.263428
	Iteration 0F: 3 clusters Score -2638356 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2645395.000000 Penalty: 3323.263428
	Iteration 1F: 3 clusters Score -2645395 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2645869.750000 Penalty: 3323.263428
	Iteration 2Q: 3 clusters Score -2645870 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2646356.000000 Penalty: 3323.263428
	Iteration 3Q: 3 clusters Score -2646356 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2646904.750000 Penalty: 3323.263428
	Iteration 4Q: 3 clusters Score -2646905 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2647572.750000 Penalty: 3323.263428
	Iteration 5Q: 3 clusters Score -2647573 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2648382.250000 Penalty: 3323.263428
	Iteration 6F: 3 clusters Score -2648382 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2649363.500000 Penalty: 3323.263428
	Iteration 7F: 3 clusters Score -2649364 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2650422.000000 Penalty: 3323.263428
	Iteration 8F: 3 clusters Score -2650422 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2651330.750000 Penalty: 3323.263428
	Iteration 9Q: 3 clusters Score -2651331 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2651964.000000 Penalty: 3323.263428
	Iteration 10Q: 3 clusters Score -2651964 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2652401.000000 Penalty: 3323.263428
	Iteration 11Q: 3 clusters Score -2652401 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2652722.750000 Penalty: 3323.263428
	Iteration 12Q: 3 clusters Score -2652723 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2653004.250000 Penalty: 3323.263428
	Iteration 13Q: 3 clusters Score -2653004 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2653275.000000 Penalty: 3323.263428
	Iteration 14Q: 3 clusters Score -2653275 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2653560.250000 Penalty: 3323.263428
	Iteration 15Q: 3 clusters Score -2653560 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2653827.750000 Penalty: 3323.263428
	Iteration 16Q: 3 clusters Score -2653828 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2654087.750000 Penalty: 3323.263428
	Iteration 17Q: 3 clusters Score -2654088 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2654325.000000 Penalty: 3323.263428
	Iteration 18Q: 3 clusters Score -2654325 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2654511.250000 Penalty: 3323.263428
	Iteration 19Q: 3 clusters Score -2654511 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2654659.000000 Penalty: 3323.263428
	Iteration 20F: 3 clusters Score -2654659 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2654798.750000 Penalty: 3323.263428
	Iteration 21Q: 3 clusters Score -2654799 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2654928.000000 Penalty: 3323.263428
	Iteration 22Q: 3 clusters Score -2654928 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2655030.500000 Penalty: 3323.263428
	Iteration 23Q: 3 clusters Score -2655030 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2655123.000000 Penalty: 3323.263428
	Iteration 24Q: 3 clusters Score -2655123 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2655203.750000 Penalty: 3323.263428
	Iteration 25Q: 3 clusters Score -2655204 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2655263.750000 Penalty: 3323.263428
	Iteration 26Q: 3 clusters Score -2655264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2655317.250000 Penalty: 3323.263428
	Iteration 27Q: 3 clusters Score -2655317 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2655364.500000 Penalty: 3323.263428
	Iteration 28Q: 3 clusters Score -2655364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2655395.000000 Penalty: 3323.263428
	Iteration 29Q: 3 clusters Score -2655395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2655420.500000 Penalty: 3323.263428
	Iteration 30Q: 3 clusters Score -2655420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2655439.000000 Penalty: 3323.263428
	Iteration 31Q: 3 clusters Score -2655439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2655448.250000 Penalty: 3323.263428
	Iteration 32Q: 3 clusters Score -2655448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2655470.250000 Penalty: 3323.263428
	Iteration 33Q: 3 clusters Score -2655470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2655481.500000 Penalty: 3323.263428
	Iteration 34Q: 3 clusters Score -2655482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2655493.500000 Penalty: 3323.263428
	Iteration 35Q: 3 clusters Score -2655494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2655495.750000 Penalty: 3323.263428
	Iteration 36Q: 3 clusters Score -2655496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2655500.500000 Penalty: 3323.263428
	Iteration 37Q: 3 clusters Score -2655500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2655505.000000 Penalty: 3323.263428
	Iteration 38Q: 3 clusters Score -2655505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2655513.250000 Penalty: 3323.263428
	Iteration 39Q: 3 clusters Score -2655513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2655520.500000 Penalty: 3323.263428
	Iteration 40F: 3 clusters Score -2655520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2655520.250000 Penalty: 3323.263428
	Iteration 41Q: 3 clusters Score -2655520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2655525.500000 Penalty: 3323.263428
	Iteration 42Q: 3 clusters Score -2655526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2655535.750000 Penalty: 3323.263428
	Iteration 43Q: 3 clusters Score -2655536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2655545.750000 Penalty: 3323.263428
	Iteration 44Q: 3 clusters Score -2655546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2655550.250000 Penalty: 3323.263428
	Iteration 45Q: 3 clusters Score -2655550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2655554.000000 Penalty: 3323.263428
	Iteration 46Q: 3 clusters Score -2655554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2655560.250000 Penalty: 3323.263428
	Iteration 47Q: 3 clusters Score -2655560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2655561.500000 Penalty: 3323.263428
	Iteration 48Q: 3 clusters Score -2655562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2655562.000000 Penalty: 3323.263428
	Iteration 49Q: 3 clusters Score -2655562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2655566.750000 Penalty: 3323.263428
	Iteration 50Q: 3 clusters Score -2655567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2655569.500000 Penalty: 3323.263428
	Iteration 51Q: 3 clusters Score -2655570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2655570.000000 Penalty: 3323.263428
	Iteration 52Q: 3 clusters Score -2655570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2655570.000000 Penalty: 3323.263428
	Iteration 53F: 3 clusters Score -2655570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -495972.218750 Penalty: 1390.666992
	Iteration 0F: 2 clusters Score -495972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -491861.937500 Penalty: 2781.333984
	Iteration 0F: 3 clusters Score -491861.9 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -493025.156250 Penalty: 2781.333984
	Iteration 1F: 3 clusters Score -493025.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -493259.406250 Penalty: 2781.333984
	Iteration 2F: 3 clusters Score -493259.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -493452.093750 Penalty: 2781.333984
	Iteration 3F: 3 clusters Score -493452.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -493591.156250 Penalty: 2781.333984
	Iteration 4F: 3 clusters Score -493591.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -493703.531250 Penalty: 2781.333984
	Iteration 5Q: 3 clusters Score -493703.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -493791.750000 Penalty: 2781.333984
	Iteration 6Q: 3 clusters Score -493791.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -493870.968750 Penalty: 2781.333984
	Iteration 7Q: 3 clusters Score -493871 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -493945.812500 Penalty: 2781.333984
	Iteration 8Q: 3 clusters Score -493945.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -494008.781250 Penalty: 2781.333984
	Iteration 9Q: 3 clusters Score -494008.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -494069.687500 Penalty: 2781.333984
	Iteration 10Q: 3 clusters Score -494069.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -494142.406250 Penalty: 2781.333984
	Iteration 11Q: 3 clusters Score -494142.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -494236.031250 Penalty: 2781.333984
	Iteration 12Q: 3 clusters Score -494236 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -494350.093750 Penalty: 2781.333984
	Iteration 13Q: 3 clusters Score -494350.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -494466.812500 Penalty: 2781.333984
	Iteration 14Q: 3 clusters Score -494466.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -494601.562500 Penalty: 2781.333984
	Iteration 15Q: 3 clusters Score -494601.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -494721.625000 Penalty: 2781.333984
	Iteration 16Q: 3 clusters Score -494721.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -494850.250000 Penalty: 2781.333984
	Iteration 17Q: 3 clusters Score -494850.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -494961.875000 Penalty: 2781.333984
	Iteration 18Q: 3 clusters Score -494961.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -495079.906250 Penalty: 2781.333984
	Iteration 19Q: 3 clusters Score -495079.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -495177.125000 Penalty: 2781.333984
	Iteration 20F: 3 clusters Score -495177.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -495262.625000 Penalty: 2781.333984
	Iteration 21Q: 3 clusters Score -495262.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -495322.031250 Penalty: 2781.333984
	Iteration 22Q: 3 clusters Score -495322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -495364.281250 Penalty: 2781.333984
	Iteration 23Q: 3 clusters Score -495364.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -495391.812500 Penalty: 2781.333984
	Iteration 24Q: 3 clusters Score -495391.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -495411.906250 Penalty: 2781.333984
	Iteration 25Q: 3 clusters Score -495411.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -495419.875000 Penalty: 2781.333984
	Iteration 26Q: 3 clusters Score -495419.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -495422.656250 Penalty: 2781.333984
	Iteration 27Q: 3 clusters Score -495422.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -495423.593750 Penalty: 2781.333984
	Iteration 28Q: 3 clusters Score -495423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -495425.093750 Penalty: 2781.333984
	Iteration 29Q: 3 clusters Score -495425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -495425.593750 Penalty: 2781.333984
	Iteration 30Q: 3 clusters Score -495425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -495425.937500 Penalty: 2781.333984
	Iteration 31Q: 3 clusters Score -495425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -495426.187500 Penalty: 2781.333984
	Iteration 32Q: 3 clusters Score -495426.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -495426.187500 Penalty: 2781.333984
	Iteration 33F: 3 clusters Score -495426.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Entering Unmasked Estep 
Score: -561149.375000 Penalty: 1410.471069
	Iteration 0F: 2 clusters Score -561149.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -556553.000000 Penalty: 2820.942139
	Iteration 0F: 3 clusters Score -556553 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -557930.187500 Penalty: 2820.942139
	Iteration 1F: 3 clusters Score -557930.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -558150.625000 Penalty: 2820.942139
	Iteration 2F: 3 clusters Score -558150.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -558310.875000 Penalty: 2820.942139
	Iteration 3F: 3 clusters Score -558310.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -558485.187500 Penalty: 2820.942139
	Iteration 4F: 3 clusters Score -558485.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -558641.625000 Penalty: 2820.942139
	Iteration 5Q: 3 clusters Score -558641.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -558778.187500 Penalty: 2820.942139
	Iteration 6Q: 3 clusters Score -558778.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -558912.187500 Penalty: 2820.942139
	Iteration 7Q: 3 clusters Score -558912.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -559037.187500 Penalty: 2820.942139
	Iteration 8Q: 3 clusters Score -559037.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -559154.875000 Penalty: 2820.942139
	Iteration 9Q: 3 clusters Score -559154.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -559268.500000 Penalty: 2820.942139
	Iteration 10Q: 3 clusters Score -559268.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -559359.187500 Penalty: 2820.942139
	Iteration 11Q: 3 clusters Score -559359.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -559454.125000 Penalty: 2820.942139
	Iteration 12Q: 3 clusters Score -559454.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -559537.125000 Penalty: 2820.942139
	Iteration 13Q: 3 clusters Score -559537.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -559602.125000 Penalty: 2820.942139
	Iteration 14Q: 3 clusters Score -559602.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -559651.750000 Penalty: 2820.942139
	Iteration 15Q: 3 clusters Score -559651.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -559701.437500 Penalty: 2820.942139
	Iteration 16Q: 3 clusters Score -559701.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -559737.750000 Penalty: 2820.942139
	Iteration 17Q: 3 clusters Score -559737.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -559765.125000 Penalty: 2820.942139
	Iteration 18Q: 3 clusters Score -559765.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -559790.937500 Penalty: 2820.942139
	Iteration 19Q: 3 clusters Score -559790.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -559815.500000 Penalty: 2820.942139
	Iteration 20F: 3 clusters Score -559815.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -559835.125000 Penalty: 2820.942139
	Iteration 21Q: 3 clusters Score -559835.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -559852.187500 Penalty: 2820.942139
	Iteration 22Q: 3 clusters Score -559852.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -559863.687500 Penalty: 2820.942139
	Iteration 23Q: 3 clusters Score -559863.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -559879.062500 Penalty: 2820.942139
	Iteration 24Q: 3 clusters Score -559879.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -559893.562500 Penalty: 2820.942139
	Iteration 25Q: 3 clusters Score -559893.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -559904.437500 Penalty: 2820.942139
	Iteration 26Q: 3 clusters Score -559904.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -559909.250000 Penalty: 2820.942139
	Iteration 27Q: 3 clusters Score -559909.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -559914.562500 Penalty: 2820.942139
	Iteration 28Q: 3 clusters Score -559914.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -559916.875000 Penalty: 2820.942139
	Iteration 29Q: 3 clusters Score -559916.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -559918.125000 Penalty: 2820.942139
	Iteration 30Q: 3 clusters Score -559918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -559918.687500 Penalty: 2820.942139
	Iteration 31Q: 3 clusters Score -559918.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -559920.812500 Penalty: 2820.942139
	Iteration 32Q: 3 clusters Score -559920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -559922.250000 Penalty: 2820.942139
	Iteration 33Q: 3 clusters Score -559922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -559926.000000 Penalty: 2820.942139
	Iteration 34Q: 3 clusters Score -559926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -559928.187500 Penalty: 2820.942139
	Iteration 35Q: 3 clusters Score -559928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -559929.687500 Penalty: 2820.942139
	Iteration 36Q: 3 clusters Score -559929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -559931.000000 Penalty: 2820.942139
	Iteration 37Q: 3 clusters Score -559931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -559931.625000 Penalty: 2820.942139
	Iteration 38Q: 3 clusters Score -559931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -559932.000000 Penalty: 2820.942139
	Iteration 39Q: 3 clusters Score -559932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -559938.562500 Penalty: 2820.942139
	Iteration 40F: 3 clusters Score -559938.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -559947.687500 Penalty: 2820.942139
	Iteration 41Q: 3 clusters Score -559947.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -559949.750000 Penalty: 2820.942139
	Iteration 42Q: 3 clusters Score -559949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -559951.375000 Penalty: 2820.942139
	Iteration 43Q: 3 clusters Score -559951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -559951.625000 Penalty: 2820.942139
	Iteration 44Q: 3 clusters Score -559951.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -559951.625000 Penalty: 2820.942139
	Iteration 45F: 3 clusters Score -559951.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -112357.210938 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -112357.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -110767.757812 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -110767.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -111091.171875 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -111091.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111180.468750 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -111180.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -111246.320312 Penalty: 2327.022461
	Iteration 3Q: 3 clusters Score -111246.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -111312.906250 Penalty: 2327.022461
	Iteration 4Q: 3 clusters Score -111312.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111367.671875 Penalty: 2327.022461
	Iteration 5Q: 3 clusters Score -111367.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -111424.289062 Penalty: 2327.022461
	Iteration 6Q: 3 clusters Score -111424.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111521.648438 Penalty: 2327.022461
	Iteration 7Q: 3 clusters Score -111521.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111713.812500 Penalty: 2327.022461
	Iteration 8Q: 3 clusters Score -111713.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -111871.312500 Penalty: 2327.022461
	Iteration 9Q: 3 clusters Score -111871.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -112038.578125 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -112038.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -112228.507812 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -112228.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -112364.429688 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -112364.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -112449.117188 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -112449.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -112495.296875 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -112495.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -112509.062500 Penalty: 2327.022461
	Iteration 15Q: 3 clusters Score -112509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -112517.312500 Penalty: 2327.022461
	Iteration 16Q: 3 clusters Score -112517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -112523.390625 Penalty: 2327.022461
	Iteration 17Q: 3 clusters Score -112523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -112526.898438 Penalty: 2327.022461
	Iteration 18Q: 3 clusters Score -112526.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -112526.898438 Penalty: 2327.022461
	Iteration 19F: 3 clusters Score -112526.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12314 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71911 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27596 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 13412 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43812 members 
Mstep: Class 19 contains 11709 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20972 members 
Mstep: Class 25 contains 18874 members 
Mstep: Class 26 contains 117 members 
Entering Unmasked Estep 
Score: -44829600.000000 Penalty: 55278.062500
Splitting cluster 13 changes total score from -44830444.000000 to -44829600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (13412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Entering Unmasked Estep 
Score: -1269077.375000 Penalty: 1544.384644
	Iteration 0F: 2 clusters Score -1269077 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 6690 members 
Entering Unmasked Estep 
Score: -1259699.375000 Penalty: 3088.769287
	Iteration 0F: 3 clusters Score -1259699 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1262934.625000 Penalty: 3088.769287
	Iteration 1F: 3 clusters Score -1262935 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1263198.000000 Penalty: 3088.769287
	Iteration 2F: 3 clusters Score -1263198 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1263415.750000 Penalty: 3088.769287
	Iteration 3Q: 3 clusters Score -1263416 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1263621.000000 Penalty: 3088.769287
	Iteration 4Q: 3 clusters Score -1263621 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1263867.875000 Penalty: 3088.769287
	Iteration 5Q: 3 clusters Score -1263868 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1264168.000000 Penalty: 3088.769287
	Iteration 6Q: 3 clusters Score -1264168 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1264548.750000 Penalty: 3088.769287
	Iteration 7F: 3 clusters Score -1264549 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1264989.125000 Penalty: 3088.769287
	Iteration 8F: 3 clusters Score -1264989 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1265540.625000 Penalty: 3088.769287
	Iteration 9F: 3 clusters Score -1265541 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1266115.500000 Penalty: 3088.769287
	Iteration 10F: 3 clusters Score -1266116 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1266615.000000 Penalty: 3088.769287
	Iteration 11Q: 3 clusters Score -1266615 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1267021.375000 Penalty: 3088.769287
	Iteration 12Q: 3 clusters Score -1267021 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1267277.000000 Penalty: 3088.769287
	Iteration 13Q: 3 clusters Score -1267277 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1267454.750000 Penalty: 3088.769287
	Iteration 14Q: 3 clusters Score -1267455 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1267577.000000 Penalty: 3088.769287
	Iteration 15Q: 3 clusters Score -1267577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1267639.875000 Penalty: 3088.769287
	Iteration 16Q: 3 clusters Score -1267640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1267673.750000 Penalty: 3088.769287
	Iteration 17Q: 3 clusters Score -1267674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1267697.250000 Penalty: 3088.769287
	Iteration 18Q: 3 clusters Score -1267697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1267710.375000 Penalty: 3088.769287
	Iteration 19Q: 3 clusters Score -1267710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1267721.375000 Penalty: 3088.769287
	Iteration 20F: 3 clusters Score -1267721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1267726.875000 Penalty: 3088.769287
	Iteration 21Q: 3 clusters Score -1267727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1267737.875000 Penalty: 3088.769287
	Iteration 22Q: 3 clusters Score -1267738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1267745.000000 Penalty: 3088.769287
	Iteration 23Q: 3 clusters Score -1267745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1267748.375000 Penalty: 3088.769287
	Iteration 24Q: 3 clusters Score -1267748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1267750.000000 Penalty: 3088.769287
	Iteration 25Q: 3 clusters Score -1267750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1267753.500000 Penalty: 3088.769287
	Iteration 26Q: 3 clusters Score -1267754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1267756.125000 Penalty: 3088.769287
	Iteration 27Q: 3 clusters Score -1267756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1267757.875000 Penalty: 3088.769287
	Iteration 28Q: 3 clusters Score -1267758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1267757.875000 Penalty: 3088.769287
	Iteration 29F: 3 clusters Score -1267758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Entering Unmasked Estep 
Score: -1391707.750000 Penalty: 1556.621704
	Iteration 0F: 2 clusters Score -1391708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1381713.250000 Penalty: 3113.243408
	Iteration 0F: 3 clusters Score -1381713 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1385053.250000 Penalty: 3113.243408
	Iteration 1F: 3 clusters Score -1385053 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1385315.875000 Penalty: 3113.243408
	Iteration 2F: 3 clusters Score -1385316 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1385530.625000 Penalty: 3113.243408
	Iteration 3Q: 3 clusters Score -1385531 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1385713.750000 Penalty: 3113.243408
	Iteration 4Q: 3 clusters Score -1385714 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1385872.625000 Penalty: 3113.243408
	Iteration 5Q: 3 clusters Score -1385873 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1386004.250000 Penalty: 3113.243408
	Iteration 6Q: 3 clusters Score -1386004 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1386124.375000 Penalty: 3113.243408
	Iteration 7Q: 3 clusters Score -1386124 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1386230.000000 Penalty: 3113.243408
	Iteration 8Q: 3 clusters Score -1386230 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1386319.500000 Penalty: 3113.243408
	Iteration 9Q: 3 clusters Score -1386320 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1386423.000000 Penalty: 3113.243408
	Iteration 10Q: 3 clusters Score -1386423 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1386533.625000 Penalty: 3113.243408
	Iteration 11Q: 3 clusters Score -1386534 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1386666.375000 Penalty: 3113.243408
	Iteration 12Q: 3 clusters Score -1386666 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1386807.125000 Penalty: 3113.243408
	Iteration 13Q: 3 clusters Score -1386807 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1387024.500000 Penalty: 3113.243408
	Iteration 14Q: 3 clusters Score -1387024 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1387303.125000 Penalty: 3113.243408
	Iteration 15Q: 3 clusters Score -1387303 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1387610.375000 Penalty: 3113.243408
	Iteration 16Q: 3 clusters Score -1387610 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1387929.375000 Penalty: 3113.243408
	Iteration 17Q: 3 clusters Score -1387929 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1388258.000000 Penalty: 3113.243408
	Iteration 18Q: 3 clusters Score -1388258 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1388531.125000 Penalty: 3113.243408
	Iteration 19Q: 3 clusters Score -1388531 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1388732.750000 Penalty: 3113.243408
	Iteration 20F: 3 clusters Score -1388733 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1388870.875000 Penalty: 3113.243408
	Iteration 21Q: 3 clusters Score -1388871 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1389008.250000 Penalty: 3113.243408
	Iteration 22Q: 3 clusters Score -1389008 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1389116.125000 Penalty: 3113.243408
	Iteration 23Q: 3 clusters Score -1389116 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1389215.125000 Penalty: 3113.243408
	Iteration 24Q: 3 clusters Score -1389215 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1389326.125000 Penalty: 3113.243408
	Iteration 25Q: 3 clusters Score -1389326 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1389430.500000 Penalty: 3113.243408
	Iteration 26Q: 3 clusters Score -1389430 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1389529.750000 Penalty: 3113.243408
	Iteration 27Q: 3 clusters Score -1389530 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1389614.875000 Penalty: 3113.243408
	Iteration 28Q: 3 clusters Score -1389615 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1389693.875000 Penalty: 3113.243408
	Iteration 29Q: 3 clusters Score -1389694 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1389769.250000 Penalty: 3113.243408
	Iteration 30Q: 3 clusters Score -1389769 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1389861.000000 Penalty: 3113.243408
	Iteration 31Q: 3 clusters Score -1389861 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1389933.500000 Penalty: 3113.243408
	Iteration 32Q: 3 clusters Score -1389934 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1390014.375000 Penalty: 3113.243408
	Iteration 33Q: 3 clusters Score -1390014 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1390081.875000 Penalty: 3113.243408
	Iteration 34Q: 3 clusters Score -1390082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1390145.250000 Penalty: 3113.243408
	Iteration 35Q: 3 clusters Score -1390145 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1390183.375000 Penalty: 3113.243408
	Iteration 36Q: 3 clusters Score -1390183 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1390213.125000 Penalty: 3113.243408
	Iteration 37Q: 3 clusters Score -1390213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1390237.250000 Penalty: 3113.243408
	Iteration 38Q: 3 clusters Score -1390237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1390257.625000 Penalty: 3113.243408
	Iteration 39Q: 3 clusters Score -1390258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1390266.875000 Penalty: 3113.243408
	Iteration 40F: 3 clusters Score -1390267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1390272.875000 Penalty: 3113.243408
	Iteration 41Q: 3 clusters Score -1390273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1390279.125000 Penalty: 3113.243408
	Iteration 42Q: 3 clusters Score -1390279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1390283.250000 Penalty: 3113.243408
	Iteration 43Q: 3 clusters Score -1390283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1390291.625000 Penalty: 3113.243408
	Iteration 44Q: 3 clusters Score -1390292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1390298.750000 Penalty: 3113.243408
	Iteration 45Q: 3 clusters Score -1390299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1390307.500000 Penalty: 3113.243408
	Iteration 46Q: 3 clusters Score -1390308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1390314.625000 Penalty: 3113.243408
	Iteration 47Q: 3 clusters Score -1390315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1390321.500000 Penalty: 3113.243408
	Iteration 48Q: 3 clusters Score -1390322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1390325.875000 Penalty: 3113.243408
	Iteration 49Q: 3 clusters Score -1390326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1390326.500000 Penalty: 3113.243408
	Iteration 50Q: 3 clusters Score -1390326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1390332.875000 Penalty: 3113.243408
	Iteration 51Q: 3 clusters Score -1390333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1390339.750000 Penalty: 3113.243408
	Iteration 52Q: 3 clusters Score -1390340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1390344.750000 Penalty: 3113.243408
	Iteration 53Q: 3 clusters Score -1390345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1390346.000000 Penalty: 3113.243408
	Iteration 54Q: 3 clusters Score -1390346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1390348.750000 Penalty: 3113.243408
	Iteration 55Q: 3 clusters Score -1390349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1390350.375000 Penalty: 3113.243408
	Iteration 56Q: 3 clusters Score -1390350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1390350.375000 Penalty: 3113.243408
	Iteration 57Q: 3 clusters Score -1390350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1390350.375000 Penalty: 3113.243408
	Iteration 58F: 3 clusters Score -1390350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -222839.812500 Penalty: 1261.075928
	Iteration 0F: 2 clusters Score -222839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -220531.156250 Penalty: 2522.151855
	Iteration 0F: 3 clusters Score -220531.2 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -221058.750000 Penalty: 2522.151855
	Iteration 1F: 3 clusters Score -221058.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -221183.406250 Penalty: 2522.151855
	Iteration 2F: 3 clusters Score -221183.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -221261.796875 Penalty: 2522.151855
	Iteration 3Q: 3 clusters Score -221261.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -221317.187500 Penalty: 2522.151855
	Iteration 4Q: 3 clusters Score -221317.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -221360.781250 Penalty: 2522.151855
	Iteration 5Q: 3 clusters Score -221360.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -221402.406250 Penalty: 2522.151855
	Iteration 6Q: 3 clusters Score -221402.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -221427.390625 Penalty: 2522.151855
	Iteration 7Q: 3 clusters Score -221427.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -221452.218750 Penalty: 2522.151855
	Iteration 8Q: 3 clusters Score -221452.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -221474.953125 Penalty: 2522.151855
	Iteration 9Q: 3 clusters Score -221475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -221492.578125 Penalty: 2522.151855
	Iteration 10Q: 3 clusters Score -221492.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -221512.984375 Penalty: 2522.151855
	Iteration 11Q: 3 clusters Score -221513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -221536.390625 Penalty: 2522.151855
	Iteration 12Q: 3 clusters Score -221536.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -221569.031250 Penalty: 2522.151855
	Iteration 13Q: 3 clusters Score -221569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -221604.531250 Penalty: 2522.151855
	Iteration 14Q: 3 clusters Score -221604.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -221634.781250 Penalty: 2522.151855
	Iteration 15Q: 3 clusters Score -221634.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -221656.640625 Penalty: 2522.151855
	Iteration 16Q: 3 clusters Score -221656.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -221674.765625 Penalty: 2522.151855
	Iteration 17Q: 3 clusters Score -221674.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -221698.406250 Penalty: 2522.151855
	Iteration 18Q: 3 clusters Score -221698.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -221714.843750 Penalty: 2522.151855
	Iteration 19Q: 3 clusters Score -221714.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -221728.859375 Penalty: 2522.151855
	Iteration 20F: 3 clusters Score -221728.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -221743.937500 Penalty: 2522.151855
	Iteration 21Q: 3 clusters Score -221743.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -221756.437500 Penalty: 2522.151855
	Iteration 22Q: 3 clusters Score -221756.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -221764.859375 Penalty: 2522.151855
	Iteration 23Q: 3 clusters Score -221764.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -221771.000000 Penalty: 2522.151855
	Iteration 24Q: 3 clusters Score -221771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -221775.125000 Penalty: 2522.151855
	Iteration 25Q: 3 clusters Score -221775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -221778.156250 Penalty: 2522.151855
	Iteration 26Q: 3 clusters Score -221778.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -221780.203125 Penalty: 2522.151855
	Iteration 27Q: 3 clusters Score -221780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -221780.453125 Penalty: 2522.151855
	Iteration 28Q: 3 clusters Score -221780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -221780.953125 Penalty: 2522.151855
	Iteration 29Q: 3 clusters Score -221781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -221781.062500 Penalty: 2522.151855
	Iteration 30Q: 3 clusters Score -221781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -221781.875000 Penalty: 2522.151855
	Iteration 31Q: 3 clusters Score -221781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -221783.109375 Penalty: 2522.151855
	Iteration 32Q: 3 clusters Score -221783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -221785.406250 Penalty: 2522.151855
	Iteration 33Q: 3 clusters Score -221785.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -221786.843750 Penalty: 2522.151855
	Iteration 34Q: 3 clusters Score -221786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -221787.875000 Penalty: 2522.151855
	Iteration 35Q: 3 clusters Score -221787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -221788.640625 Penalty: 2522.151855
	Iteration 36Q: 3 clusters Score -221788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -221789.359375 Penalty: 2522.151855
	Iteration 37Q: 3 clusters Score -221789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -221791.531250 Penalty: 2522.151855
	Iteration 38Q: 3 clusters Score -221791.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -221792.187500 Penalty: 2522.151855
	Iteration 39Q: 3 clusters Score -221792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -221792.187500 Penalty: 2522.151855
	Iteration 40F: 3 clusters Score -221792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Entering Unmasked Estep 
Score: -311349.656250 Penalty: 1330.932617
	Iteration 0F: 2 clusters Score -311349.7 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 1765 members 
Entering Unmasked Estep 
Score: -308233.687500 Penalty: 2661.865234
	Iteration 0F: 3 clusters Score -308233.7 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -309072.781250 Penalty: 2661.865234
	Iteration 1F: 3 clusters Score -309072.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -309230.718750 Penalty: 2661.865234
	Iteration 2F: 3 clusters Score -309230.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -309378.000000 Penalty: 2661.865234
	Iteration 3F: 3 clusters Score -309378 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -309497.718750 Penalty: 2661.865234
	Iteration 4Q: 3 clusters Score -309497.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -309611.562500 Penalty: 2661.865234
	Iteration 5Q: 3 clusters Score -309611.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -309706.687500 Penalty: 2661.865234
	Iteration 6Q: 3 clusters Score -309706.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -309779.187500 Penalty: 2661.865234
	Iteration 7Q: 3 clusters Score -309779.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -309840.625000 Penalty: 2661.865234
	Iteration 8Q: 3 clusters Score -309840.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -309906.250000 Penalty: 2661.865234
	Iteration 9Q: 3 clusters Score -309906.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -309964.156250 Penalty: 2661.865234
	Iteration 10Q: 3 clusters Score -309964.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -310032.593750 Penalty: 2661.865234
	Iteration 11Q: 3 clusters Score -310032.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -310100.750000 Penalty: 2661.865234
	Iteration 12Q: 3 clusters Score -310100.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -310164.062500 Penalty: 2661.865234
	Iteration 13Q: 3 clusters Score -310164.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -310207.250000 Penalty: 2661.865234
	Iteration 14Q: 3 clusters Score -310207.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -310245.406250 Penalty: 2661.865234
	Iteration 15Q: 3 clusters Score -310245.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -310271.937500 Penalty: 2661.865234
	Iteration 16Q: 3 clusters Score -310271.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -310288.750000 Penalty: 2661.865234
	Iteration 17Q: 3 clusters Score -310288.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -310308.250000 Penalty: 2661.865234
	Iteration 18Q: 3 clusters Score -310308.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -310315.687500 Penalty: 2661.865234
	Iteration 19Q: 3 clusters Score -310315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -310320.281250 Penalty: 2661.865234
	Iteration 20F: 3 clusters Score -310320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -310321.437500 Penalty: 2661.865234
	Iteration 21Q: 3 clusters Score -310321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -310326.687500 Penalty: 2661.865234
	Iteration 22Q: 3 clusters Score -310326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -310328.375000 Penalty: 2661.865234
	Iteration 23Q: 3 clusters Score -310328.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -310329.531250 Penalty: 2661.865234
	Iteration 24Q: 3 clusters Score -310329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -310330.750000 Penalty: 2661.865234
	Iteration 25Q: 3 clusters Score -310330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -310331.468750 Penalty: 2661.865234
	Iteration 26Q: 3 clusters Score -310331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -310331.468750 Penalty: 2661.865234
	Iteration 27F: 3 clusters Score -310331.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Entering Unmasked Estep 
Score: -4235810.000000 Penalty: 1736.745239
	Iteration 0F: 2 clusters Score -4235810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -4206588.500000 Penalty: 3473.490479
	Iteration 0F: 3 clusters Score -4206588 nChanged 20250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -4217665.500000 Penalty: 3473.490479
	Iteration 1F: 3 clusters Score -4217666 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4218065.500000 Penalty: 3473.490479
	Iteration 2Q: 3 clusters Score -4218066 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -4218451.000000 Penalty: 3473.490479
	Iteration 3Q: 3 clusters Score -4218451 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -4218801.000000 Penalty: 3473.490479
	Iteration 4Q: 3 clusters Score -4218801 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4219209.000000 Penalty: 3473.490479
	Iteration 5Q: 3 clusters Score -4219209 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -4219644.500000 Penalty: 3473.490479
	Iteration 6Q: 3 clusters Score -4219644 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4220128.500000 Penalty: 3473.490479
	Iteration 7Q: 3 clusters Score -4220128 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -4220640.500000 Penalty: 3473.490479
	Iteration 8Q: 3 clusters Score -4220640 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -4221225.000000 Penalty: 3473.490479
	Iteration 9Q: 3 clusters Score -4221225 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -4221973.500000 Penalty: 3473.490479
	Iteration 10Q: 3 clusters Score -4221974 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4222784.500000 Penalty: 3473.490479
	Iteration 11Q: 3 clusters Score -4222784 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4223628.500000 Penalty: 3473.490479
	Iteration 12Q: 3 clusters Score -4223628 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -4224496.000000 Penalty: 3473.490479
	Iteration 13Q: 3 clusters Score -4224496 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -4225397.500000 Penalty: 3473.490479
	Iteration 14Q: 3 clusters Score -4225398 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -4226318.000000 Penalty: 3473.490479
	Iteration 15Q: 3 clusters Score -4226318 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4227342.000000 Penalty: 3473.490479
	Iteration 16Q: 3 clusters Score -4227342 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -4228298.500000 Penalty: 3473.490479
	Iteration 17Q: 3 clusters Score -4228298 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -4229115.500000 Penalty: 3473.490479
	Iteration 18Q: 3 clusters Score -4229116 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4229803.500000 Penalty: 3473.490479
	Iteration 19Q: 3 clusters Score -4229804 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -4230384.500000 Penalty: 3473.490479
	Iteration 20F: 3 clusters Score -4230384 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -4230873.000000 Penalty: 3473.490479
	Iteration 21Q: 3 clusters Score -4230873 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -4231295.000000 Penalty: 3473.490479
	Iteration 22Q: 3 clusters Score -4231295 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4231716.000000 Penalty: 3473.490479
	Iteration 23Q: 3 clusters Score -4231716 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4232136.000000 Penalty: 3473.490479
	Iteration 24Q: 3 clusters Score -4232136 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4232584.500000 Penalty: 3473.490479
	Iteration 25Q: 3 clusters Score -4232584 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4232946.000000 Penalty: 3473.490479
	Iteration 26Q: 3 clusters Score -4232946 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4233253.000000 Penalty: 3473.490479
	Iteration 27Q: 3 clusters Score -4233253 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4233530.500000 Penalty: 3473.490479
	Iteration 28Q: 3 clusters Score -4233530 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4233727.000000 Penalty: 3473.490479
	Iteration 29Q: 3 clusters Score -4233727 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4233858.500000 Penalty: 3473.490479
	Iteration 30Q: 3 clusters Score -4233858 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4233969.500000 Penalty: 3473.490479
	Iteration 31Q: 3 clusters Score -4233970 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4234049.000000 Penalty: 3473.490479
	Iteration 32Q: 3 clusters Score -4234049 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4234105.000000 Penalty: 3473.490479
	Iteration 33Q: 3 clusters Score -4234105 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4234148.500000 Penalty: 3473.490479
	Iteration 34Q: 3 clusters Score -4234148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4234195.500000 Penalty: 3473.490479
	Iteration 35Q: 3 clusters Score -4234196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4234231.000000 Penalty: 3473.490479
	Iteration 36Q: 3 clusters Score -4234231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4234256.000000 Penalty: 3473.490479
	Iteration 37Q: 3 clusters Score -4234256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4234271.500000 Penalty: 3473.490479
	Iteration 38Q: 3 clusters Score -4234272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4234286.500000 Penalty: 3473.490479
	Iteration 39Q: 3 clusters Score -4234286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4234293.500000 Penalty: 3473.490479
	Iteration 40F: 3 clusters Score -4234294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4234299.500000 Penalty: 3473.490479
	Iteration 41Q: 3 clusters Score -4234300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4234311.500000 Penalty: 3473.490479
	Iteration 42Q: 3 clusters Score -4234312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4234311.000000 Penalty: 3473.490479
	Iteration 43Q: 3 clusters Score -4234311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4234314.000000 Penalty: 3473.490479
	Iteration 44Q: 3 clusters Score -4234314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4234314.000000 Penalty: 3473.490479
	Iteration 45Q: 3 clusters Score -4234314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4234314.000000 Penalty: 3473.490479
	Iteration 46F: 3 clusters Score -4234314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Entering Unmasked Estep 
Score: -1127924.875000 Penalty: 1522.318237
	Iteration 0F: 2 clusters Score -1127925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1119690.125000 Penalty: 3044.636475
	Iteration 0F: 3 clusters Score -1119690 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1122403.250000 Penalty: 3044.636475
	Iteration 1F: 3 clusters Score -1122403 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1122690.875000 Penalty: 3044.636475
	Iteration 2F: 3 clusters Score -1122691 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1122979.750000 Penalty: 3044.636475
	Iteration 3F: 3 clusters Score -1122980 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1123288.000000 Penalty: 3044.636475
	Iteration 4F: 3 clusters Score -1123288 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1123602.500000 Penalty: 3044.636475
	Iteration 5F: 3 clusters Score -1123602 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1123929.875000 Penalty: 3044.636475
	Iteration 6F: 3 clusters Score -1123930 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1124288.625000 Penalty: 3044.636475
	Iteration 7F: 3 clusters Score -1124289 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1124664.500000 Penalty: 3044.636475
	Iteration 8F: 3 clusters Score -1124664 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1125045.125000 Penalty: 3044.636475
	Iteration 9Q: 3 clusters Score -1125045 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1125381.375000 Penalty: 3044.636475
	Iteration 10Q: 3 clusters Score -1125381 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1125721.625000 Penalty: 3044.636475
	Iteration 11Q: 3 clusters Score -1125722 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1125985.750000 Penalty: 3044.636475
	Iteration 12Q: 3 clusters Score -1125986 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1126193.375000 Penalty: 3044.636475
	Iteration 13Q: 3 clusters Score -1126193 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1126368.125000 Penalty: 3044.636475
	Iteration 14Q: 3 clusters Score -1126368 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1126481.625000 Penalty: 3044.636475
	Iteration 15Q: 3 clusters Score -1126482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1126581.750000 Penalty: 3044.636475
	Iteration 16Q: 3 clusters Score -1126582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1126646.750000 Penalty: 3044.636475
	Iteration 17Q: 3 clusters Score -1126647 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1126698.125000 Penalty: 3044.636475
	Iteration 18Q: 3 clusters Score -1126698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1126723.750000 Penalty: 3044.636475
	Iteration 19Q: 3 clusters Score -1126724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1126739.000000 Penalty: 3044.636475
	Iteration 20F: 3 clusters Score -1126739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1126751.375000 Penalty: 3044.636475
	Iteration 21Q: 3 clusters Score -1126751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1126759.125000 Penalty: 3044.636475
	Iteration 22Q: 3 clusters Score -1126759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1126767.625000 Penalty: 3044.636475
	Iteration 23Q: 3 clusters Score -1126768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1126770.000000 Penalty: 3044.636475
	Iteration 24Q: 3 clusters Score -1126770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1126773.125000 Penalty: 3044.636475
	Iteration 25Q: 3 clusters Score -1126773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1126774.250000 Penalty: 3044.636475
	Iteration 26Q: 3 clusters Score -1126774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1126775.750000 Penalty: 3044.636475
	Iteration 27Q: 3 clusters Score -1126776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1126775.875000 Penalty: 3044.636475
	Iteration 28Q: 3 clusters Score -1126776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1126777.625000 Penalty: 3044.636475
	Iteration 29Q: 3 clusters Score -1126778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1126783.750000 Penalty: 3044.636475
	Iteration 30Q: 3 clusters Score -1126784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1126788.500000 Penalty: 3044.636475
	Iteration 31Q: 3 clusters Score -1126788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1126790.375000 Penalty: 3044.636475
	Iteration 32Q: 3 clusters Score -1126790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1126789.875000 Penalty: 3044.636475
	Iteration 33Q: 3 clusters Score -1126790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1126791.375000 Penalty: 3044.636475
	Iteration 34Q: 3 clusters Score -1126791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1126795.250000 Penalty: 3044.636475
	Iteration 35Q: 3 clusters Score -1126795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1126795.000000 Penalty: 3044.636475
	Iteration 36Q: 3 clusters Score -1126795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1126795.875000 Penalty: 3044.636475
	Iteration 37Q: 3 clusters Score -1126796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1126799.000000 Penalty: 3044.636475
	Iteration 38Q: 3 clusters Score -1126799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1126800.500000 Penalty: 3044.636475
	Iteration 39Q: 3 clusters Score -1126800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1126802.250000 Penalty: 3044.636475
	Iteration 40F: 3 clusters Score -1126802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1126803.000000 Penalty: 3044.636475
	Iteration 41Q: 3 clusters Score -1126803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1126803.125000 Penalty: 3044.636475
	Iteration 42Q: 3 clusters Score -1126803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1126803.500000 Penalty: 3044.636475
	Iteration 43Q: 3 clusters Score -1126804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1126803.500000 Penalty: 3044.636475
	Iteration 44F: 3 clusters Score -1126804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (122706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122706 members 
Entering Unmasked Estep 
Score: -11786441.000000 Penalty: 1904.101318
	Iteration 0F: 2 clusters Score -1.178644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -11704517.000000 Penalty: 3808.202637
	Iteration 0F: 3 clusters Score -1.170452e+07 nChanged 58706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -11737975.000000 Penalty: 3808.202637
	Iteration 1F: 3 clusters Score -1.173798e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -11738974.000000 Penalty: 3808.202637
	Iteration 2Q: 3 clusters Score -1.173897e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -11740339.000000 Penalty: 3808.202637
	Iteration 3Q: 3 clusters Score -1.174034e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67950 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -11742353.000000 Penalty: 3808.202637
	Iteration 4Q: 3 clusters Score -1.174235e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71515 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -11745466.000000 Penalty: 3808.202637
	Iteration 5F: 3 clusters Score -1.174547e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -11749814.000000 Penalty: 3808.202637
	Iteration 6F: 3 clusters Score -1.174981e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -11755971.000000 Penalty: 3808.202637
	Iteration 7F: 3 clusters Score -1.175597e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -11763199.000000 Penalty: 3808.202637
	Iteration 8F: 3 clusters Score -1.17632e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -11769974.000000 Penalty: 3808.202637
	Iteration 9F: 3 clusters Score -1.176997e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -11774364.000000 Penalty: 3808.202637
	Iteration 10Q: 3 clusters Score -1.177436e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99492 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -11776544.000000 Penalty: 3808.202637
	Iteration 11Q: 3 clusters Score -1.177654e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101374 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -11777719.000000 Penalty: 3808.202637
	Iteration 12Q: 3 clusters Score -1.177772e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102986 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -11778533.000000 Penalty: 3808.202637
	Iteration 13Q: 3 clusters Score -1.177853e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -11779177.000000 Penalty: 3808.202637
	Iteration 14Q: 3 clusters Score -1.177918e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105853 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -11779797.000000 Penalty: 3808.202637
	Iteration 15Q: 3 clusters Score -1.17798e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -11780236.000000 Penalty: 3808.202637
	Iteration 16Q: 3 clusters Score -1.178024e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108288 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -11780696.000000 Penalty: 3808.202637
	Iteration 17Q: 3 clusters Score -1.17807e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109330 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -11781080.000000 Penalty: 3808.202637
	Iteration 18Q: 3 clusters Score -1.178108e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -11781280.000000 Penalty: 3808.202637
	Iteration 19Q: 3 clusters Score -1.178128e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -11781477.000000 Penalty: 3808.202637
	Iteration 20F: 3 clusters Score -1.178148e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112071 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -11781798.000000 Penalty: 3808.202637
	Iteration 21Q: 3 clusters Score -1.17818e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112959 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -11782113.000000 Penalty: 3808.202637
	Iteration 22Q: 3 clusters Score -1.178211e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113796 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -11782423.000000 Penalty: 3808.202637
	Iteration 23Q: 3 clusters Score -1.178242e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114567 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -11782674.000000 Penalty: 3808.202637
	Iteration 24Q: 3 clusters Score -1.178267e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -11782915.000000 Penalty: 3808.202637
	Iteration 25Q: 3 clusters Score -1.178292e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115976 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -11783104.000000 Penalty: 3808.202637
	Iteration 26Q: 3 clusters Score -1.17831e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116636 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -11783371.000000 Penalty: 3808.202637
	Iteration 27Q: 3 clusters Score -1.178337e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117227 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -11783591.000000 Penalty: 3808.202637
	Iteration 28Q: 3 clusters Score -1.178359e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117757 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -11783741.000000 Penalty: 3808.202637
	Iteration 29Q: 3 clusters Score -1.178374e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118228 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -11783937.000000 Penalty: 3808.202637
	Iteration 30Q: 3 clusters Score -1.178394e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118624 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -11784069.000000 Penalty: 3808.202637
	Iteration 31Q: 3 clusters Score -1.178407e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118973 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -11784200.000000 Penalty: 3808.202637
	Iteration 32Q: 3 clusters Score -1.17842e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119247 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -11784265.000000 Penalty: 3808.202637
	Iteration 33Q: 3 clusters Score -1.178426e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119511 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -11784373.000000 Penalty: 3808.202637
	Iteration 34Q: 3 clusters Score -1.178437e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119747 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -11784427.000000 Penalty: 3808.202637
	Iteration 35Q: 3 clusters Score -1.178443e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -11784493.000000 Penalty: 3808.202637
	Iteration 36Q: 3 clusters Score -1.178449e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120161 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -11784598.000000 Penalty: 3808.202637
	Iteration 37Q: 3 clusters Score -1.17846e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120347 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -11784694.000000 Penalty: 3808.202637
	Iteration 38Q: 3 clusters Score -1.178469e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120497 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -11784728.000000 Penalty: 3808.202637
	Iteration 39Q: 3 clusters Score -1.178473e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120622 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -11784750.000000 Penalty: 3808.202637
	Iteration 40F: 3 clusters Score -1.178475e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -11784778.000000 Penalty: 3808.202637
	Iteration 41Q: 3 clusters Score -1.178478e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120811 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -11784816.000000 Penalty: 3808.202637
	Iteration 42Q: 3 clusters Score -1.178482e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120874 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11784825.000000 Penalty: 3808.202637
	Iteration 43Q: 3 clusters Score -1.178482e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120926 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -11784826.000000 Penalty: 3808.202637
	Iteration 44Q: 3 clusters Score -1.178483e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120992 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -11784841.000000 Penalty: 3808.202637
	Iteration 45Q: 3 clusters Score -1.178484e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121058 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11784864.000000 Penalty: 3808.202637
	Iteration 46Q: 3 clusters Score -1.178486e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121117 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -11784887.000000 Penalty: 3808.202637
	Iteration 47Q: 3 clusters Score -1.178489e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121176 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11784904.000000 Penalty: 3808.202637
	Iteration 48Q: 3 clusters Score -1.17849e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121220 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11784911.000000 Penalty: 3808.202637
	Iteration 49Q: 3 clusters Score -1.178491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121249 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -11784906.000000 Penalty: 3808.202637
	Iteration 50Q: 3 clusters Score -1.178491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121280 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -11784918.000000 Penalty: 3808.202637
	Iteration 51Q: 3 clusters Score -1.178492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121310 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -11784908.000000 Penalty: 3808.202637
	Iteration 52Q: 3 clusters Score -1.178491e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121338 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11784922.000000 Penalty: 3808.202637
	Iteration 53Q: 3 clusters Score -1.178492e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121368 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -11784943.000000 Penalty: 3808.202637
	Iteration 54Q: 3 clusters Score -1.178494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121391 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11784937.000000 Penalty: 3808.202637
	Iteration 55Q: 3 clusters Score -1.178494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121410 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -11784937.000000 Penalty: 3808.202637
	Iteration 56Q: 3 clusters Score -1.178494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121433 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11784946.000000 Penalty: 3808.202637
	Iteration 57Q: 3 clusters Score -1.178495e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121456 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -11784961.000000 Penalty: 3808.202637
	Iteration 58Q: 3 clusters Score -1.178496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121468 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -11784966.000000 Penalty: 3808.202637
	Iteration 59Q: 3 clusters Score -1.178497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121488 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -11784956.000000 Penalty: 3808.202637
	Iteration 60F: 3 clusters Score -1.178496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121508 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11784958.000000 Penalty: 3808.202637
	Iteration 61Q: 3 clusters Score -1.178496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121532 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -11784983.000000 Penalty: 3808.202637
	Iteration 62Q: 3 clusters Score -1.178498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121546 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11784984.000000 Penalty: 3808.202637
	Iteration 63Q: 3 clusters Score -1.178498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121564 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -11784982.000000 Penalty: 3808.202637
	Iteration 64Q: 3 clusters Score -1.178498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121575 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11784985.000000 Penalty: 3808.202637
	Iteration 65Q: 3 clusters Score -1.178498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121591 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11785005.000000 Penalty: 3808.202637
	Iteration 66Q: 3 clusters Score -1.1785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121602 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11785006.000000 Penalty: 3808.202637
	Iteration 67Q: 3 clusters Score -1.178501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121612 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11785006.000000 Penalty: 3808.202637
	Iteration 68Q: 3 clusters Score -1.178501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121621 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -11785007.000000 Penalty: 3808.202637
	Iteration 69Q: 3 clusters Score -1.178501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121631 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11785006.000000 Penalty: 3808.202637
	Iteration 70Q: 3 clusters Score -1.178501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121641 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11785017.000000 Penalty: 3808.202637
	Iteration 71Q: 3 clusters Score -1.178502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121648 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -11785027.000000 Penalty: 3808.202637
	Iteration 72Q: 3 clusters Score -1.178503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121651 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -11785030.000000 Penalty: 3808.202637
	Iteration 73Q: 3 clusters Score -1.178503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121654 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11785032.000000 Penalty: 3808.202637
	Iteration 74Q: 3 clusters Score -1.178503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121655 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11785029.000000 Penalty: 3808.202637
	Iteration 75Q: 3 clusters Score -1.178503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121658 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11785031.000000 Penalty: 3808.202637
	Iteration 76Q: 3 clusters Score -1.178503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121663 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -11785022.000000 Penalty: 3808.202637
	Iteration 77Q: 3 clusters Score -1.178502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121670 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11785013.000000 Penalty: 3808.202637
	Iteration 78Q: 3 clusters Score -1.178501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121688 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11785025.000000 Penalty: 3808.202637
	Iteration 79Q: 3 clusters Score -1.178502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121703 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11785026.000000 Penalty: 3808.202637
	Iteration 80F: 3 clusters Score -1.178503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121710 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11785027.000000 Penalty: 3808.202637
	Iteration 81Q: 3 clusters Score -1.178503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121715 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -11785018.000000 Penalty: 3808.202637
	Iteration 82Q: 3 clusters Score -1.178502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121724 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11785028.000000 Penalty: 3808.202637
	Iteration 83Q: 3 clusters Score -1.178503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121733 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11785024.000000 Penalty: 3808.202637
	Iteration 84Q: 3 clusters Score -1.178502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121739 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11785029.000000 Penalty: 3808.202637
	Iteration 85Q: 3 clusters Score -1.178503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121744 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11785036.000000 Penalty: 3808.202637
	Iteration 86Q: 3 clusters Score -1.178504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121747 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -11785036.000000 Penalty: 3808.202637
	Iteration 87Q: 3 clusters Score -1.178504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121753 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11785019.000000 Penalty: 3808.202637
	Iteration 88Q: 3 clusters Score -1.178502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121756 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11785026.000000 Penalty: 3808.202637
	Iteration 89Q: 3 clusters Score -1.178503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121764 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11785034.000000 Penalty: 3808.202637
	Iteration 90Q: 3 clusters Score -1.178503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -11785042.000000 Penalty: 3808.202637
	Iteration 91Q: 3 clusters Score -1.178504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121775 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -11785045.000000 Penalty: 3808.202637
	Iteration 92Q: 3 clusters Score -1.178504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11785048.000000 Penalty: 3808.202637
	Iteration 93Q: 3 clusters Score -1.178505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121781 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -11785054.000000 Penalty: 3808.202637
	Iteration 94Q: 3 clusters Score -1.178505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121783 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11785047.000000 Penalty: 3808.202637
	Iteration 95Q: 3 clusters Score -1.178505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121789 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11785052.000000 Penalty: 3808.202637
	Iteration 96Q: 3 clusters Score -1.178505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121792 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11785048.000000 Penalty: 3808.202637
	Iteration 97Q: 3 clusters Score -1.178505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121793 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11785057.000000 Penalty: 3808.202637
	Iteration 98Q: 3 clusters Score -1.178506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121794 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11785055.000000 Penalty: 3808.202637
	Iteration 99Q: 3 clusters Score -1.178506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121794 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11785055.000000 Penalty: 3808.202637
	Iteration 100F: 3 clusters Score -1.178506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Entering Unmasked Estep 
Score: -553078.812500 Penalty: 1404.593140
	Iteration 0F: 2 clusters Score -553078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -548627.125000 Penalty: 2809.186279
	Iteration 0F: 3 clusters Score -548627.1 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -549897.062500 Penalty: 2809.186279
	Iteration 1F: 3 clusters Score -549897.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -550099.875000 Penalty: 2809.186279
	Iteration 2F: 3 clusters Score -550099.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -550237.437500 Penalty: 2809.186279
	Iteration 3F: 3 clusters Score -550237.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -550340.125000 Penalty: 2809.186279
	Iteration 4Q: 3 clusters Score -550340.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -550415.250000 Penalty: 2809.186279
	Iteration 5Q: 3 clusters Score -550415.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -550481.375000 Penalty: 2809.186279
	Iteration 6Q: 3 clusters Score -550481.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -550542.187500 Penalty: 2809.186279
	Iteration 7Q: 3 clusters Score -550542.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -550603.687500 Penalty: 2809.186279
	Iteration 8Q: 3 clusters Score -550603.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -550679.000000 Penalty: 2809.186279
	Iteration 9Q: 3 clusters Score -550679 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -550768.500000 Penalty: 2809.186279
	Iteration 10Q: 3 clusters Score -550768.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -550880.687500 Penalty: 2809.186279
	Iteration 11Q: 3 clusters Score -550880.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -551012.937500 Penalty: 2809.186279
	Iteration 12Q: 3 clusters Score -551012.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -551146.500000 Penalty: 2809.186279
	Iteration 13Q: 3 clusters Score -551146.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -551275.875000 Penalty: 2809.186279
	Iteration 14Q: 3 clusters Score -551275.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -551397.437500 Penalty: 2809.186279
	Iteration 15Q: 3 clusters Score -551397.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -551492.437500 Penalty: 2809.186279
	Iteration 16Q: 3 clusters Score -551492.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -551564.687500 Penalty: 2809.186279
	Iteration 17Q: 3 clusters Score -551564.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -551631.750000 Penalty: 2809.186279
	Iteration 18Q: 3 clusters Score -551631.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -551696.562500 Penalty: 2809.186279
	Iteration 19Q: 3 clusters Score -551696.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -551753.875000 Penalty: 2809.186279
	Iteration 20F: 3 clusters Score -551753.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -551799.125000 Penalty: 2809.186279
	Iteration 21Q: 3 clusters Score -551799.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -551821.250000 Penalty: 2809.186279
	Iteration 22Q: 3 clusters Score -551821.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -551836.125000 Penalty: 2809.186279
	Iteration 23Q: 3 clusters Score -551836.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -551849.500000 Penalty: 2809.186279
	Iteration 24Q: 3 clusters Score -551849.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -551857.375000 Penalty: 2809.186279
	Iteration 25Q: 3 clusters Score -551857.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -551867.062500 Penalty: 2809.186279
	Iteration 26Q: 3 clusters Score -551867.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -551878.125000 Penalty: 2809.186279
	Iteration 27Q: 3 clusters Score -551878.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -551884.312500 Penalty: 2809.186279
	Iteration 28Q: 3 clusters Score -551884.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -551889.750000 Penalty: 2809.186279
	Iteration 29Q: 3 clusters Score -551889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -551891.625000 Penalty: 2809.186279
	Iteration 30Q: 3 clusters Score -551891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -551894.437500 Penalty: 2809.186279
	Iteration 31Q: 3 clusters Score -551894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -551898.562500 Penalty: 2809.186279
	Iteration 32Q: 3 clusters Score -551898.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -551902.312500 Penalty: 2809.186279
	Iteration 33Q: 3 clusters Score -551902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -551907.000000 Penalty: 2809.186279
	Iteration 34Q: 3 clusters Score -551907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -551909.000000 Penalty: 2809.186279
	Iteration 35Q: 3 clusters Score -551909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -551910.750000 Penalty: 2809.186279
	Iteration 36Q: 3 clusters Score -551910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -551912.375000 Penalty: 2809.186279
	Iteration 37Q: 3 clusters Score -551912.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -551912.375000 Penalty: 2809.186279
	Iteration 38F: 3 clusters Score -551912.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -760056.125000 Penalty: 1458.560425
	Iteration 0F: 2 clusters Score -760056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -754233.187500 Penalty: 2917.120850
	Iteration 0F: 3 clusters Score -754233.2 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -756042.000000 Penalty: 2917.120850
	Iteration 1F: 3 clusters Score -756042 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -756307.437500 Penalty: 2917.120850
	Iteration 2F: 3 clusters Score -756307.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -756558.937500 Penalty: 2917.120850
	Iteration 3F: 3 clusters Score -756558.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -756775.750000 Penalty: 2917.120850
	Iteration 4Q: 3 clusters Score -756775.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -756948.437500 Penalty: 2917.120850
	Iteration 5Q: 3 clusters Score -756948.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -757079.937500 Penalty: 2917.120850
	Iteration 6Q: 3 clusters Score -757079.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -757199.125000 Penalty: 2917.120850
	Iteration 7Q: 3 clusters Score -757199.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -757277.625000 Penalty: 2917.120850
	Iteration 8Q: 3 clusters Score -757277.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -757334.937500 Penalty: 2917.120850
	Iteration 9Q: 3 clusters Score -757334.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -757383.812500 Penalty: 2917.120850
	Iteration 10Q: 3 clusters Score -757383.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -757437.375000 Penalty: 2917.120850
	Iteration 11Q: 3 clusters Score -757437.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -757476.312500 Penalty: 2917.120850
	Iteration 12Q: 3 clusters Score -757476.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -757513.312500 Penalty: 2917.120850
	Iteration 13Q: 3 clusters Score -757513.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -757546.687500 Penalty: 2917.120850
	Iteration 14Q: 3 clusters Score -757546.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -757575.625000 Penalty: 2917.120850
	Iteration 15Q: 3 clusters Score -757575.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -757603.312500 Penalty: 2917.120850
	Iteration 16Q: 3 clusters Score -757603.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -757634.750000 Penalty: 2917.120850
	Iteration 17Q: 3 clusters Score -757634.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -757666.125000 Penalty: 2917.120850
	Iteration 18Q: 3 clusters Score -757666.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -757695.812500 Penalty: 2917.120850
	Iteration 19Q: 3 clusters Score -757695.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -757727.812500 Penalty: 2917.120850
	Iteration 20F: 3 clusters Score -757727.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -757756.750000 Penalty: 2917.120850
	Iteration 21Q: 3 clusters Score -757756.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -757777.875000 Penalty: 2917.120850
	Iteration 22Q: 3 clusters Score -757777.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -757803.000000 Penalty: 2917.120850
	Iteration 23Q: 3 clusters Score -757803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -757829.062500 Penalty: 2917.120850
	Iteration 24Q: 3 clusters Score -757829.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -757853.312500 Penalty: 2917.120850
	Iteration 25Q: 3 clusters Score -757853.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -757876.500000 Penalty: 2917.120850
	Iteration 26Q: 3 clusters Score -757876.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -757904.312500 Penalty: 2917.120850
	Iteration 27Q: 3 clusters Score -757904.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -757935.437500 Penalty: 2917.120850
	Iteration 28Q: 3 clusters Score -757935.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -757975.812500 Penalty: 2917.120850
	Iteration 29Q: 3 clusters Score -757975.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -758018.000000 Penalty: 2917.120850
	Iteration 30Q: 3 clusters Score -758018 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -758053.375000 Penalty: 2917.120850
	Iteration 31Q: 3 clusters Score -758053.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -758088.500000 Penalty: 2917.120850
	Iteration 32Q: 3 clusters Score -758088.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -758135.625000 Penalty: 2917.120850
	Iteration 33Q: 3 clusters Score -758135.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -758177.500000 Penalty: 2917.120850
	Iteration 34Q: 3 clusters Score -758177.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -758225.937500 Penalty: 2917.120850
	Iteration 35Q: 3 clusters Score -758225.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -758265.000000 Penalty: 2917.120850
	Iteration 36Q: 3 clusters Score -758265 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -758308.000000 Penalty: 2917.120850
	Iteration 37Q: 3 clusters Score -758308 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -758353.562500 Penalty: 2917.120850
	Iteration 38Q: 3 clusters Score -758353.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -758401.750000 Penalty: 2917.120850
	Iteration 39Q: 3 clusters Score -758401.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -758443.250000 Penalty: 2917.120850
	Iteration 40F: 3 clusters Score -758443.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -758492.250000 Penalty: 2917.120850
	Iteration 41Q: 3 clusters Score -758492.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -758531.437500 Penalty: 2917.120850
	Iteration 42Q: 3 clusters Score -758531.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -758559.562500 Penalty: 2917.120850
	Iteration 43Q: 3 clusters Score -758559.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -758587.125000 Penalty: 2917.120850
	Iteration 44Q: 3 clusters Score -758587.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -758615.312500 Penalty: 2917.120850
	Iteration 45Q: 3 clusters Score -758615.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -758640.375000 Penalty: 2917.120850
	Iteration 46Q: 3 clusters Score -758640.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -758660.750000 Penalty: 2917.120850
	Iteration 47Q: 3 clusters Score -758660.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -758676.375000 Penalty: 2917.120850
	Iteration 48Q: 3 clusters Score -758676.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -758692.625000 Penalty: 2917.120850
	Iteration 49Q: 3 clusters Score -758692.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -758703.312500 Penalty: 2917.120850
	Iteration 50Q: 3 clusters Score -758703.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -758716.125000 Penalty: 2917.120850
	Iteration 51Q: 3 clusters Score -758716.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -758726.812500 Penalty: 2917.120850
	Iteration 52Q: 3 clusters Score -758726.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -758736.875000 Penalty: 2917.120850
	Iteration 53Q: 3 clusters Score -758736.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -758752.812500 Penalty: 2917.120850
	Iteration 54Q: 3 clusters Score -758752.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -758763.187500 Penalty: 2917.120850
	Iteration 55Q: 3 clusters Score -758763.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -758773.437500 Penalty: 2917.120850
	Iteration 56Q: 3 clusters Score -758773.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -758774.125000 Penalty: 2917.120850
	Iteration 57Q: 3 clusters Score -758774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -758777.812500 Penalty: 2917.120850
	Iteration 58Q: 3 clusters Score -758777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -758779.937500 Penalty: 2917.120850
	Iteration 59Q: 3 clusters Score -758779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -758783.687500 Penalty: 2917.120850
	Iteration 60F: 3 clusters Score -758783.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -758786.375000 Penalty: 2917.120850
	Iteration 61Q: 3 clusters Score -758786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -758786.500000 Penalty: 2917.120850
	Iteration 62Q: 3 clusters Score -758786.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -758786.187500 Penalty: 2917.120850
	Iteration 63Q: 3 clusters Score -758786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -758789.312500 Penalty: 2917.120850
	Iteration 64Q: 3 clusters Score -758789.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -758789.375000 Penalty: 2917.120850
	Iteration 65Q: 3 clusters Score -758789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -758789.375000 Penalty: 2917.120850
	Iteration 66F: 3 clusters Score -758789.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -369113.812500 Penalty: 1360.138794
	Iteration 0F: 2 clusters Score -369113.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -365519.843750 Penalty: 2720.277588
	Iteration 0F: 3 clusters Score -365519.8 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -366817.843750 Penalty: 2720.277588
	Iteration 1F: 3 clusters Score -366817.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -367254.843750 Penalty: 2720.277588
	Iteration 2F: 3 clusters Score -367254.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -367582.750000 Penalty: 2720.277588
	Iteration 3F: 3 clusters Score -367582.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -367849.937500 Penalty: 2720.277588
	Iteration 4F: 3 clusters Score -367849.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -368017.218750 Penalty: 2720.277588
	Iteration 5F: 3 clusters Score -368017.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -368109.937500 Penalty: 2720.277588
	Iteration 6Q: 3 clusters Score -368109.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -368185.343750 Penalty: 2720.277588
	Iteration 7Q: 3 clusters Score -368185.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -368246.781250 Penalty: 2720.277588
	Iteration 8Q: 3 clusters Score -368246.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -368289.625000 Penalty: 2720.277588
	Iteration 9Q: 3 clusters Score -368289.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -368331.687500 Penalty: 2720.277588
	Iteration 10Q: 3 clusters Score -368331.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -368356.312500 Penalty: 2720.277588
	Iteration 11Q: 3 clusters Score -368356.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -368375.125000 Penalty: 2720.277588
	Iteration 12Q: 3 clusters Score -368375.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -368388.093750 Penalty: 2720.277588
	Iteration 13Q: 3 clusters Score -368388.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -368398.500000 Penalty: 2720.277588
	Iteration 14Q: 3 clusters Score -368398.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -368409.062500 Penalty: 2720.277588
	Iteration 15Q: 3 clusters Score -368409.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -368417.656250 Penalty: 2720.277588
	Iteration 16Q: 3 clusters Score -368417.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -368422.968750 Penalty: 2720.277588
	Iteration 17Q: 3 clusters Score -368423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -368427.187500 Penalty: 2720.277588
	Iteration 18Q: 3 clusters Score -368427.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -368437.062500 Penalty: 2720.277588
	Iteration 19Q: 3 clusters Score -368437.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -368441.375000 Penalty: 2720.277588
	Iteration 20F: 3 clusters Score -368441.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -368446.875000 Penalty: 2720.277588
	Iteration 21Q: 3 clusters Score -368446.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -368450.031250 Penalty: 2720.277588
	Iteration 22Q: 3 clusters Score -368450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -368452.781250 Penalty: 2720.277588
	Iteration 23Q: 3 clusters Score -368452.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -368454.593750 Penalty: 2720.277588
	Iteration 24Q: 3 clusters Score -368454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -368456.968750 Penalty: 2720.277588
	Iteration 25Q: 3 clusters Score -368457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -368458.531250 Penalty: 2720.277588
	Iteration 26Q: 3 clusters Score -368458.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -368462.031250 Penalty: 2720.277588
	Iteration 27Q: 3 clusters Score -368462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -368465.312500 Penalty: 2720.277588
	Iteration 28Q: 3 clusters Score -368465.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -368466.750000 Penalty: 2720.277588
	Iteration 29Q: 3 clusters Score -368466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -368468.468750 Penalty: 2720.277588
	Iteration 30Q: 3 clusters Score -368468.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -368471.656250 Penalty: 2720.277588
	Iteration 31Q: 3 clusters Score -368471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -368473.218750 Penalty: 2720.277588
	Iteration 32Q: 3 clusters Score -368473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -368473.062500 Penalty: 2720.277588
	Iteration 33Q: 3 clusters Score -368473.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -368473.687500 Penalty: 2720.277588
	Iteration 34Q: 3 clusters Score -368473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -368474.468750 Penalty: 2720.277588
	Iteration 35Q: 3 clusters Score -368474.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -368473.843750 Penalty: 2720.277588
	Iteration 36Q: 3 clusters Score -368473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -368474.937500 Penalty: 2720.277588
	Iteration 37Q: 3 clusters Score -368474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -368475.718750 Penalty: 2720.277588
	Iteration 38Q: 3 clusters Score -368475.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -368475.281250 Penalty: 2720.277588
	Iteration 39Q: 3 clusters Score -368475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -368475.625000 Penalty: 2720.277588
	Iteration 40F: 3 clusters Score -368475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Entering Unmasked Estep 
Score: -2028592.375000 Penalty: 1617.028442
	Iteration 0F: 2 clusters Score -2028592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2014363.125000 Penalty: 3234.056885
	Iteration 0F: 3 clusters Score -2014363 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2019493.375000 Penalty: 3234.056885
	Iteration 1F: 3 clusters Score -2019493 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2019800.875000 Penalty: 3234.056885
	Iteration 2Q: 3 clusters Score -2019801 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2020095.000000 Penalty: 3234.056885
	Iteration 3Q: 3 clusters Score -2020095 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2020412.625000 Penalty: 3234.056885
	Iteration 4Q: 3 clusters Score -2020413 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2020832.125000 Penalty: 3234.056885
	Iteration 5Q: 3 clusters Score -2020832 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2021418.375000 Penalty: 3234.056885
	Iteration 6Q: 3 clusters Score -2021418 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2022197.625000 Penalty: 3234.056885
	Iteration 7F: 3 clusters Score -2022198 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2023141.875000 Penalty: 3234.056885
	Iteration 8F: 3 clusters Score -2023142 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2024181.000000 Penalty: 3234.056885
	Iteration 9F: 3 clusters Score -2024181 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2025147.125000 Penalty: 3234.056885
	Iteration 10F: 3 clusters Score -2025147 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2025863.000000 Penalty: 3234.056885
	Iteration 11Q: 3 clusters Score -2025863 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2026342.875000 Penalty: 3234.056885
	Iteration 12Q: 3 clusters Score -2026343 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2026653.000000 Penalty: 3234.056885
	Iteration 13Q: 3 clusters Score -2026653 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2026882.500000 Penalty: 3234.056885
	Iteration 14Q: 3 clusters Score -2026882 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2027029.375000 Penalty: 3234.056885
	Iteration 15Q: 3 clusters Score -2027029 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2027118.125000 Penalty: 3234.056885
	Iteration 16Q: 3 clusters Score -2027118 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2027172.500000 Penalty: 3234.056885
	Iteration 17Q: 3 clusters Score -2027172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2027199.250000 Penalty: 3234.056885
	Iteration 18Q: 3 clusters Score -2027199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2027222.500000 Penalty: 3234.056885
	Iteration 19Q: 3 clusters Score -2027222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2027236.375000 Penalty: 3234.056885
	Iteration 20F: 3 clusters Score -2027236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2027247.375000 Penalty: 3234.056885
	Iteration 21Q: 3 clusters Score -2027247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2027264.750000 Penalty: 3234.056885
	Iteration 22Q: 3 clusters Score -2027265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2027272.875000 Penalty: 3234.056885
	Iteration 23Q: 3 clusters Score -2027273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2027280.125000 Penalty: 3234.056885
	Iteration 24Q: 3 clusters Score -2027280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2027285.875000 Penalty: 3234.056885
	Iteration 25Q: 3 clusters Score -2027286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2027287.625000 Penalty: 3234.056885
	Iteration 26Q: 3 clusters Score -2027288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2027289.500000 Penalty: 3234.056885
	Iteration 27Q: 3 clusters Score -2027290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2027290.875000 Penalty: 3234.056885
	Iteration 28Q: 3 clusters Score -2027291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2027289.875000 Penalty: 3234.056885
	Iteration 29Q: 3 clusters Score -2027290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2027289.250000 Penalty: 3234.056885
	Iteration 30Q: 3 clusters Score -2027289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2027288.625000 Penalty: 3234.056885
	Iteration 31Q: 3 clusters Score -2027289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2027292.625000 Penalty: 3234.056885
	Iteration 32Q: 3 clusters Score -2027293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2027296.125000 Penalty: 3234.056885
	Iteration 33Q: 3 clusters Score -2027296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2027300.875000 Penalty: 3234.056885
	Iteration 34Q: 3 clusters Score -2027301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2027305.875000 Penalty: 3234.056885
	Iteration 35Q: 3 clusters Score -2027306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2027312.500000 Penalty: 3234.056885
	Iteration 36Q: 3 clusters Score -2027312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2027315.250000 Penalty: 3234.056885
	Iteration 37Q: 3 clusters Score -2027315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2027318.250000 Penalty: 3234.056885
	Iteration 38Q: 3 clusters Score -2027318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2027321.375000 Penalty: 3234.056885
	Iteration 39Q: 3 clusters Score -2027321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2027321.750000 Penalty: 3234.056885
	Iteration 40F: 3 clusters Score -2027322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2027323.250000 Penalty: 3234.056885
	Iteration 41Q: 3 clusters Score -2027323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2027324.375000 Penalty: 3234.056885
	Iteration 42Q: 3 clusters Score -2027324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2027326.500000 Penalty: 3234.056885
	Iteration 43Q: 3 clusters Score -2027326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2027328.500000 Penalty: 3234.056885
	Iteration 44Q: 3 clusters Score -2027328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2027328.750000 Penalty: 3234.056885
	Iteration 45Q: 3 clusters Score -2027329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2027328.375000 Penalty: 3234.056885
	Iteration 46Q: 3 clusters Score -2027328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2027331.625000 Penalty: 3234.056885
	Iteration 47Q: 3 clusters Score -2027332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2027332.125000 Penalty: 3234.056885
	Iteration 48Q: 3 clusters Score -2027332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2027332.125000 Penalty: 3234.056885
	Iteration 49F: 3 clusters Score -2027332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Entering Unmasked Estep 
Score: -1771117.500000 Penalty: 1599.900391
	Iteration 0F: 2 clusters Score -1771118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1758202.875000 Penalty: 3199.800781
	Iteration 0F: 3 clusters Score -1758203 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1762675.125000 Penalty: 3199.800781
	Iteration 1F: 3 clusters Score -1762675 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1762961.625000 Penalty: 3199.800781
	Iteration 2Q: 3 clusters Score -1762962 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1763198.000000 Penalty: 3199.800781
	Iteration 3Q: 3 clusters Score -1763198 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1763433.625000 Penalty: 3199.800781
	Iteration 4Q: 3 clusters Score -1763434 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1763703.250000 Penalty: 3199.800781
	Iteration 5Q: 3 clusters Score -1763703 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1764038.750000 Penalty: 3199.800781
	Iteration 6Q: 3 clusters Score -1764039 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1764531.750000 Penalty: 3199.800781
	Iteration 7Q: 3 clusters Score -1764532 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1765226.625000 Penalty: 3199.800781
	Iteration 8F: 3 clusters Score -1765227 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1766053.750000 Penalty: 3199.800781
	Iteration 9F: 3 clusters Score -1766054 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1766963.750000 Penalty: 3199.800781
	Iteration 10F: 3 clusters Score -1766964 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1767855.500000 Penalty: 3199.800781
	Iteration 11F: 3 clusters Score -1767856 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1768499.375000 Penalty: 3199.800781
	Iteration 12Q: 3 clusters Score -1768499 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1768963.750000 Penalty: 3199.800781
	Iteration 13Q: 3 clusters Score -1768964 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1769315.625000 Penalty: 3199.800781
	Iteration 14Q: 3 clusters Score -1769316 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1769514.375000 Penalty: 3199.800781
	Iteration 15Q: 3 clusters Score -1769514 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1769639.750000 Penalty: 3199.800781
	Iteration 16Q: 3 clusters Score -1769640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1769746.000000 Penalty: 3199.800781
	Iteration 17Q: 3 clusters Score -1769746 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -1769804.750000 Penalty: 3199.800781
	Iteration 18Q: 3 clusters Score -1769805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1769847.875000 Penalty: 3199.800781
	Iteration 19Q: 3 clusters Score -1769848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1769873.500000 Penalty: 3199.800781
	Iteration 20F: 3 clusters Score -1769874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1769887.500000 Penalty: 3199.800781
	Iteration 21Q: 3 clusters Score -1769888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1769896.625000 Penalty: 3199.800781
	Iteration 22Q: 3 clusters Score -1769897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1769907.625000 Penalty: 3199.800781
	Iteration 23Q: 3 clusters Score -1769908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1769910.375000 Penalty: 3199.800781
	Iteration 24Q: 3 clusters Score -1769910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1769910.500000 Penalty: 3199.800781
	Iteration 25Q: 3 clusters Score -1769910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1769910.625000 Penalty: 3199.800781
	Iteration 26Q: 3 clusters Score -1769911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1769911.500000 Penalty: 3199.800781
	Iteration 27Q: 3 clusters Score -1769912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1769907.375000 Penalty: 3199.800781
	Iteration 28Q: 3 clusters Score -1769907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -1769910.000000 Penalty: 3199.800781
	Iteration 29Q: 3 clusters Score -1769910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -1769910.000000 Penalty: 3199.800781
	Iteration 30F: 3 clusters Score -1769910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12314 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71911 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27596 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13412 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43812 members 
Mstep: Class 19 contains 11709 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20972 members 
Mstep: Class 25 contains 18874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830464.000000 Penalty: 53151.980469
Iteration 199Q: 26 clusters Score -4.483046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12314 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71915 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27593 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13410 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43812 members 
Mstep: Class 19 contains 11708 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20973 members 
Mstep: Class 25 contains 18876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830452.000000 Penalty: 53151.980469
Iteration 200F: 26 clusters Score -4.483045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12314 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71916 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27591 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43812 members 
Mstep: Class 19 contains 11709 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 20973 members 
Mstep: Class 25 contains 18879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830472.000000 Penalty: 53151.980469
Iteration 201Q: 26 clusters Score -4.483047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12314 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71918 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27584 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13408 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43811 members 
Mstep: Class 19 contains 11709 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 20975 members 
Mstep: Class 25 contains 18880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830484.000000 Penalty: 53151.980469
Iteration 202Q: 26 clusters Score -4.483048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12314 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71918 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27579 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13408 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43811 members 
Mstep: Class 19 contains 11710 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 20977 members 
Mstep: Class 25 contains 18880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830452.000000 Penalty: 53151.980469
Iteration 203Q: 26 clusters Score -4.483045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12315 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71918 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27575 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43811 members 
Mstep: Class 19 contains 11710 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 20978 members 
Mstep: Class 25 contains 18880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830440.000000 Penalty: 53151.980469
Iteration 204Q: 26 clusters Score -4.483044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12315 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71918 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27574 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43811 members 
Mstep: Class 19 contains 11710 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 20978 members 
Mstep: Class 25 contains 18880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830444.000000 Penalty: 53151.980469
Iteration 205Q: 26 clusters Score -4.483044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12315 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71918 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27572 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43811 members 
Mstep: Class 19 contains 11710 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 20979 members 
Mstep: Class 25 contains 18880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830436.000000 Penalty: 53151.980469
Iteration 206Q: 26 clusters Score -4.483044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12315 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71919 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27571 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43811 members 
Mstep: Class 19 contains 11710 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 20979 members 
Mstep: Class 25 contains 18880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830440.000000 Penalty: 53151.980469
Iteration 207Q: 26 clusters Score -4.483044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12315 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71919 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27571 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43811 members 
Mstep: Class 19 contains 11710 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 20979 members 
Mstep: Class 25 contains 18880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830440.000000 Penalty: 53151.980469
Iteration 208F: 26 clusters Score -4.483044e+07 nChanged 0
Entering ConstructFrom: 
Score: -44830440.000000 Penalty: 53151.980469
Entering ConstructFrom: 
Trying to split cluster 1 (42320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Entering Unmasked Estep 
Score: -4093740.000000 Penalty: 1731.114990
	Iteration 0F: 2 clusters Score -4093740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4065571.750000 Penalty: 3462.229980
	Iteration 0F: 3 clusters Score -4065572 nChanged 19625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -4076773.500000 Penalty: 3462.229980
	Iteration 1F: 3 clusters Score -4076774 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -4077624.250000 Penalty: 3462.229980
	Iteration 2Q: 3 clusters Score -4077624 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -4078837.500000 Penalty: 3462.229980
	Iteration 3F: 3 clusters Score -4078838 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -4080826.250000 Penalty: 3462.229980
	Iteration 4F: 3 clusters Score -4080826 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -4083686.000000 Penalty: 3462.229980
	Iteration 5F: 3 clusters Score -4083686 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -4086980.500000 Penalty: 3462.229980
	Iteration 6F: 3 clusters Score -4086980 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4089796.750000 Penalty: 3462.229980
	Iteration 7F: 3 clusters Score -4089797 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4091362.000000 Penalty: 3462.229980
	Iteration 8Q: 3 clusters Score -4091362 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4091919.750000 Penalty: 3462.229980
	Iteration 9Q: 3 clusters Score -4091920 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4092078.250000 Penalty: 3462.229980
	Iteration 10Q: 3 clusters Score -4092078 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4092170.250000 Penalty: 3462.229980
	Iteration 11Q: 3 clusters Score -4092170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4092219.500000 Penalty: 3462.229980
	Iteration 12Q: 3 clusters Score -4092220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4092257.500000 Penalty: 3462.229980
	Iteration 13Q: 3 clusters Score -4092258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4092288.500000 Penalty: 3462.229980
	Iteration 14Q: 3 clusters Score -4092288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4092295.750000 Penalty: 3462.229980
	Iteration 15Q: 3 clusters Score -4092296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4092301.250000 Penalty: 3462.229980
	Iteration 16Q: 3 clusters Score -4092301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4092303.750000 Penalty: 3462.229980
	Iteration 17Q: 3 clusters Score -4092304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4092307.750000 Penalty: 3462.229980
	Iteration 18Q: 3 clusters Score -4092308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4092306.750000 Penalty: 3462.229980
	Iteration 19Q: 3 clusters Score -4092307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4092306.750000 Penalty: 3462.229980
	Iteration 20F: 3 clusters Score -4092307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -451165.687500 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -451165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -447379.187500 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -447379.2 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -448332.062500 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -448332.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -448494.875000 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -448494.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -448623.593750 Penalty: 2749.358398
	Iteration 3F: 3 clusters Score -448623.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -448762.906250 Penalty: 2749.358398
	Iteration 4Q: 3 clusters Score -448762.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -448943.968750 Penalty: 2749.358398
	Iteration 5F: 3 clusters Score -448944 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -449152.062500 Penalty: 2749.358398
	Iteration 6F: 3 clusters Score -449152.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -449347.687500 Penalty: 2749.358398
	Iteration 7F: 3 clusters Score -449347.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -449501.437500 Penalty: 2749.358398
	Iteration 8Q: 3 clusters Score -449501.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -449624.437500 Penalty: 2749.358398
	Iteration 9Q: 3 clusters Score -449624.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -449734.593750 Penalty: 2749.358398
	Iteration 10Q: 3 clusters Score -449734.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -449829.062500 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -449829.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -449893.781250 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -449893.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -449933.312500 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -449933.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -449960.750000 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -449960.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -449990.093750 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -449990.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -450005.406250 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -450005.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -450020.968750 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -450021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -450032.656250 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -450032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -450040.093750 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -450040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -450045.906250 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -450045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -450055.406250 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -450055.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -450058.843750 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -450058.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -450066.656250 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -450066.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -450072.156250 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -450072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -450079.593750 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -450079.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -450083.687500 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -450083.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -450085.062500 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -450085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -450088.437500 Penalty: 2749.358398
	Iteration 28Q: 3 clusters Score -450088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -450088.937500 Penalty: 2749.358398
	Iteration 29Q: 3 clusters Score -450088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -450089.281250 Penalty: 2749.358398
	Iteration 30Q: 3 clusters Score -450089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -450089.875000 Penalty: 2749.358398
	Iteration 31Q: 3 clusters Score -450089.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -450089.875000 Penalty: 2749.358398
	Iteration 32F: 3 clusters Score -450089.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -387254.406250 Penalty: 1354.935791
	Iteration 0F: 2 clusters Score -387254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -383756.468750 Penalty: 2709.871582
	Iteration 0F: 3 clusters Score -383756.5 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -384664.937500 Penalty: 2709.871582
	Iteration 1F: 3 clusters Score -384664.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -384871.406250 Penalty: 2709.871582
	Iteration 2F: 3 clusters Score -384871.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -385008.031250 Penalty: 2709.871582
	Iteration 3F: 3 clusters Score -385008 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -385128.062500 Penalty: 2709.871582
	Iteration 4Q: 3 clusters Score -385128.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -385214.843750 Penalty: 2709.871582
	Iteration 5Q: 3 clusters Score -385214.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -385277.843750 Penalty: 2709.871582
	Iteration 6Q: 3 clusters Score -385277.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -385343.500000 Penalty: 2709.871582
	Iteration 7Q: 3 clusters Score -385343.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -385425.937500 Penalty: 2709.871582
	Iteration 8Q: 3 clusters Score -385425.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -385496.562500 Penalty: 2709.871582
	Iteration 9Q: 3 clusters Score -385496.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -385570.093750 Penalty: 2709.871582
	Iteration 10Q: 3 clusters Score -385570.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -385673.906250 Penalty: 2709.871582
	Iteration 11Q: 3 clusters Score -385673.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -385804.718750 Penalty: 2709.871582
	Iteration 12Q: 3 clusters Score -385804.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -385927.031250 Penalty: 2709.871582
	Iteration 13Q: 3 clusters Score -385927 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -386069.187500 Penalty: 2709.871582
	Iteration 14Q: 3 clusters Score -386069.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -386212.281250 Penalty: 2709.871582
	Iteration 15Q: 3 clusters Score -386212.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -386356.625000 Penalty: 2709.871582
	Iteration 16Q: 3 clusters Score -386356.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -386492.000000 Penalty: 2709.871582
	Iteration 17Q: 3 clusters Score -386492 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -386594.031250 Penalty: 2709.871582
	Iteration 18Q: 3 clusters Score -386594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -386676.187500 Penalty: 2709.871582
	Iteration 19Q: 3 clusters Score -386676.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -386752.812500 Penalty: 2709.871582
	Iteration 20F: 3 clusters Score -386752.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -386816.562500 Penalty: 2709.871582
	Iteration 21Q: 3 clusters Score -386816.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -386849.156250 Penalty: 2709.871582
	Iteration 22Q: 3 clusters Score -386849.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -386867.531250 Penalty: 2709.871582
	Iteration 23Q: 3 clusters Score -386867.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -386881.593750 Penalty: 2709.871582
	Iteration 24Q: 3 clusters Score -386881.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -386891.687500 Penalty: 2709.871582
	Iteration 25Q: 3 clusters Score -386891.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -386902.312500 Penalty: 2709.871582
	Iteration 26Q: 3 clusters Score -386902.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -386911.062500 Penalty: 2709.871582
	Iteration 27Q: 3 clusters Score -386911.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -386919.562500 Penalty: 2709.871582
	Iteration 28Q: 3 clusters Score -386919.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -386927.812500 Penalty: 2709.871582
	Iteration 29Q: 3 clusters Score -386927.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -386931.750000 Penalty: 2709.871582
	Iteration 30Q: 3 clusters Score -386931.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -386935.812500 Penalty: 2709.871582
	Iteration 31Q: 3 clusters Score -386935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -386937.812500 Penalty: 2709.871582
	Iteration 32Q: 3 clusters Score -386937.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -386939.500000 Penalty: 2709.871582
	Iteration 33Q: 3 clusters Score -386939.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -386942.750000 Penalty: 2709.871582
	Iteration 34Q: 3 clusters Score -386942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -386945.812500 Penalty: 2709.871582
	Iteration 35Q: 3 clusters Score -386945.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -386947.875000 Penalty: 2709.871582
	Iteration 36Q: 3 clusters Score -386947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -386949.531250 Penalty: 2709.871582
	Iteration 37Q: 3 clusters Score -386949.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -386951.687500 Penalty: 2709.871582
	Iteration 38Q: 3 clusters Score -386951.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -386953.687500 Penalty: 2709.871582
	Iteration 39Q: 3 clusters Score -386953.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -386953.437500 Penalty: 2709.871582
	Iteration 40F: 3 clusters Score -386953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -386953.406250 Penalty: 2709.871582
	Iteration 41Q: 3 clusters Score -386953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -386953.437500 Penalty: 2709.871582
	Iteration 42Q: 3 clusters Score -386953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -386954.281250 Penalty: 2709.871582
	Iteration 43Q: 3 clusters Score -386954.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -386954.281250 Penalty: 2709.871582
	Iteration 44F: 3 clusters Score -386954.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -663776.250000 Penalty: 1436.429565
	Iteration 0F: 2 clusters Score -663776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -658595.625000 Penalty: 2872.859131
	Iteration 0F: 3 clusters Score -658595.6 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -660151.312500 Penalty: 2872.859131
	Iteration 1F: 3 clusters Score -660151.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -660346.937500 Penalty: 2872.859131
	Iteration 2F: 3 clusters Score -660346.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -660482.562500 Penalty: 2872.859131
	Iteration 3F: 3 clusters Score -660482.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -660581.500000 Penalty: 2872.859131
	Iteration 4Q: 3 clusters Score -660581.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -660642.250000 Penalty: 2872.859131
	Iteration 5Q: 3 clusters Score -660642.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -660695.312500 Penalty: 2872.859131
	Iteration 6Q: 3 clusters Score -660695.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -660739.687500 Penalty: 2872.859131
	Iteration 7Q: 3 clusters Score -660739.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -660785.125000 Penalty: 2872.859131
	Iteration 8Q: 3 clusters Score -660785.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -660830.500000 Penalty: 2872.859131
	Iteration 9Q: 3 clusters Score -660830.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -660871.125000 Penalty: 2872.859131
	Iteration 10Q: 3 clusters Score -660871.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -660911.812500 Penalty: 2872.859131
	Iteration 11Q: 3 clusters Score -660911.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -660952.000000 Penalty: 2872.859131
	Iteration 12Q: 3 clusters Score -660952 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -660994.000000 Penalty: 2872.859131
	Iteration 13Q: 3 clusters Score -660994 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -661038.250000 Penalty: 2872.859131
	Iteration 14Q: 3 clusters Score -661038.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -661089.937500 Penalty: 2872.859131
	Iteration 15Q: 3 clusters Score -661089.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -661164.875000 Penalty: 2872.859131
	Iteration 16Q: 3 clusters Score -661164.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -661266.187500 Penalty: 2872.859131
	Iteration 17Q: 3 clusters Score -661266.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -661367.562500 Penalty: 2872.859131
	Iteration 18Q: 3 clusters Score -661367.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -661459.937500 Penalty: 2872.859131
	Iteration 19Q: 3 clusters Score -661459.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -661556.750000 Penalty: 2872.859131
	Iteration 20F: 3 clusters Score -661556.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -661668.687500 Penalty: 2872.859131
	Iteration 21Q: 3 clusters Score -661668.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -661775.812500 Penalty: 2872.859131
	Iteration 22Q: 3 clusters Score -661775.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -661871.562500 Penalty: 2872.859131
	Iteration 23Q: 3 clusters Score -661871.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -661965.000000 Penalty: 2872.859131
	Iteration 24Q: 3 clusters Score -661965 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -662048.687500 Penalty: 2872.859131
	Iteration 25Q: 3 clusters Score -662048.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -662131.375000 Penalty: 2872.859131
	Iteration 26Q: 3 clusters Score -662131.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -662202.125000 Penalty: 2872.859131
	Iteration 27Q: 3 clusters Score -662202.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -662271.062500 Penalty: 2872.859131
	Iteration 28Q: 3 clusters Score -662271.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -662328.000000 Penalty: 2872.859131
	Iteration 29Q: 3 clusters Score -662328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -662370.625000 Penalty: 2872.859131
	Iteration 30Q: 3 clusters Score -662370.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -662400.250000 Penalty: 2872.859131
	Iteration 31Q: 3 clusters Score -662400.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -662426.250000 Penalty: 2872.859131
	Iteration 32Q: 3 clusters Score -662426.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -662444.312500 Penalty: 2872.859131
	Iteration 33Q: 3 clusters Score -662444.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -662458.500000 Penalty: 2872.859131
	Iteration 34Q: 3 clusters Score -662458.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -662467.187500 Penalty: 2872.859131
	Iteration 35Q: 3 clusters Score -662467.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -662472.125000 Penalty: 2872.859131
	Iteration 36Q: 3 clusters Score -662472.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -662478.000000 Penalty: 2872.859131
	Iteration 37Q: 3 clusters Score -662478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -662483.937500 Penalty: 2872.859131
	Iteration 38Q: 3 clusters Score -662483.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -662490.437500 Penalty: 2872.859131
	Iteration 39Q: 3 clusters Score -662490.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -662499.625000 Penalty: 2872.859131
	Iteration 40F: 3 clusters Score -662499.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -662509.812500 Penalty: 2872.859131
	Iteration 41Q: 3 clusters Score -662509.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -662517.000000 Penalty: 2872.859131
	Iteration 42Q: 3 clusters Score -662517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -662519.187500 Penalty: 2872.859131
	Iteration 43Q: 3 clusters Score -662519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -662520.312500 Penalty: 2872.859131
	Iteration 44Q: 3 clusters Score -662520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -662520.625000 Penalty: 2872.859131
	Iteration 45Q: 3 clusters Score -662520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -662521.875000 Penalty: 2872.859131
	Iteration 46Q: 3 clusters Score -662521.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -662523.625000 Penalty: 2872.859131
	Iteration 47Q: 3 clusters Score -662523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -662524.687500 Penalty: 2872.859131
	Iteration 48Q: 3 clusters Score -662524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -662524.687500 Penalty: 2872.859131
	Iteration 49F: 3 clusters Score -662524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Entering Unmasked Estep 
Score: -1154336.750000 Penalty: 1530.518188
	Iteration 0F: 2 clusters Score -1154337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1145730.625000 Penalty: 3061.036377
	Iteration 0F: 3 clusters Score -1145731 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1148688.750000 Penalty: 3061.036377
	Iteration 1F: 3 clusters Score -1148689 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1149099.125000 Penalty: 3061.036377
	Iteration 2F: 3 clusters Score -1149099 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1149571.875000 Penalty: 3061.036377
	Iteration 3F: 3 clusters Score -1149572 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1150116.125000 Penalty: 3061.036377
	Iteration 4F: 3 clusters Score -1150116 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1150621.250000 Penalty: 3061.036377
	Iteration 5F: 3 clusters Score -1150621 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1151133.125000 Penalty: 3061.036377
	Iteration 6F: 3 clusters Score -1151133 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1151620.125000 Penalty: 3061.036377
	Iteration 7F: 3 clusters Score -1151620 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1152038.500000 Penalty: 3061.036377
	Iteration 8Q: 3 clusters Score -1152038 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1152369.000000 Penalty: 3061.036377
	Iteration 9Q: 3 clusters Score -1152369 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1152673.750000 Penalty: 3061.036377
	Iteration 10Q: 3 clusters Score -1152674 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1152928.375000 Penalty: 3061.036377
	Iteration 11Q: 3 clusters Score -1152928 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1153132.375000 Penalty: 3061.036377
	Iteration 12Q: 3 clusters Score -1153132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1153269.750000 Penalty: 3061.036377
	Iteration 13Q: 3 clusters Score -1153270 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1153346.750000 Penalty: 3061.036377
	Iteration 14Q: 3 clusters Score -1153347 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1153394.500000 Penalty: 3061.036377
	Iteration 15Q: 3 clusters Score -1153394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1153427.500000 Penalty: 3061.036377
	Iteration 16Q: 3 clusters Score -1153428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1153448.500000 Penalty: 3061.036377
	Iteration 17Q: 3 clusters Score -1153448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1153472.875000 Penalty: 3061.036377
	Iteration 18Q: 3 clusters Score -1153473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1153487.000000 Penalty: 3061.036377
	Iteration 19Q: 3 clusters Score -1153487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1153493.000000 Penalty: 3061.036377
	Iteration 20F: 3 clusters Score -1153493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1153498.625000 Penalty: 3061.036377
	Iteration 21Q: 3 clusters Score -1153499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1153500.625000 Penalty: 3061.036377
	Iteration 22Q: 3 clusters Score -1153501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1153501.250000 Penalty: 3061.036377
	Iteration 23Q: 3 clusters Score -1153501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1153503.250000 Penalty: 3061.036377
	Iteration 24Q: 3 clusters Score -1153503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1153503.625000 Penalty: 3061.036377
	Iteration 25Q: 3 clusters Score -1153504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1153503.375000 Penalty: 3061.036377
	Iteration 26Q: 3 clusters Score -1153503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1153504.750000 Penalty: 3061.036377
	Iteration 27Q: 3 clusters Score -1153505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1153504.125000 Penalty: 3061.036377
	Iteration 28Q: 3 clusters Score -1153504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1153503.625000 Penalty: 3061.036377
	Iteration 29Q: 3 clusters Score -1153504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1153505.125000 Penalty: 3061.036377
	Iteration 30Q: 3 clusters Score -1153505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1153505.125000 Penalty: 3061.036377
	Iteration 31F: 3 clusters Score -1153505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -272521.031250 Penalty: 1292.585571
	Iteration 0F: 2 clusters Score -272521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -269919.343750 Penalty: 2585.171143
	Iteration 0F: 3 clusters Score -269919.3 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -270584.218750 Penalty: 2585.171143
	Iteration 1F: 3 clusters Score -270584.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -270732.812500 Penalty: 2585.171143
	Iteration 2F: 3 clusters Score -270732.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -270817.906250 Penalty: 2585.171143
	Iteration 3F: 3 clusters Score -270817.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -270874.593750 Penalty: 2585.171143
	Iteration 4Q: 3 clusters Score -270874.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -270920.062500 Penalty: 2585.171143
	Iteration 5Q: 3 clusters Score -270920.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -270957.125000 Penalty: 2585.171143
	Iteration 6Q: 3 clusters Score -270957.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -270983.531250 Penalty: 2585.171143
	Iteration 7Q: 3 clusters Score -270983.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -271007.125000 Penalty: 2585.171143
	Iteration 8Q: 3 clusters Score -271007.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -271025.187500 Penalty: 2585.171143
	Iteration 9Q: 3 clusters Score -271025.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -271037.406250 Penalty: 2585.171143
	Iteration 10Q: 3 clusters Score -271037.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -271047.093750 Penalty: 2585.171143
	Iteration 11Q: 3 clusters Score -271047.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -271054.375000 Penalty: 2585.171143
	Iteration 12Q: 3 clusters Score -271054.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -271060.968750 Penalty: 2585.171143
	Iteration 13Q: 3 clusters Score -271061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -271066.781250 Penalty: 2585.171143
	Iteration 14Q: 3 clusters Score -271066.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -271071.093750 Penalty: 2585.171143
	Iteration 15Q: 3 clusters Score -271071.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -271075.625000 Penalty: 2585.171143
	Iteration 16Q: 3 clusters Score -271075.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -271080.312500 Penalty: 2585.171143
	Iteration 17Q: 3 clusters Score -271080.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -271083.218750 Penalty: 2585.171143
	Iteration 18Q: 3 clusters Score -271083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -271085.343750 Penalty: 2585.171143
	Iteration 19Q: 3 clusters Score -271085.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -271089.437500 Penalty: 2585.171143
	Iteration 20F: 3 clusters Score -271089.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -271091.562500 Penalty: 2585.171143
	Iteration 21Q: 3 clusters Score -271091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -271093.031250 Penalty: 2585.171143
	Iteration 22Q: 3 clusters Score -271093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -271095.437500 Penalty: 2585.171143
	Iteration 23Q: 3 clusters Score -271095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -271097.062500 Penalty: 2585.171143
	Iteration 24Q: 3 clusters Score -271097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -271097.875000 Penalty: 2585.171143
	Iteration 25Q: 3 clusters Score -271097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -271098.875000 Penalty: 2585.171143
	Iteration 26Q: 3 clusters Score -271098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -271099.593750 Penalty: 2585.171143
	Iteration 27Q: 3 clusters Score -271099.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -271100.375000 Penalty: 2585.171143
	Iteration 28Q: 3 clusters Score -271100.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -271101.562500 Penalty: 2585.171143
	Iteration 29Q: 3 clusters Score -271101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -271102.312500 Penalty: 2585.171143
	Iteration 30Q: 3 clusters Score -271102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -271103.468750 Penalty: 2585.171143
	Iteration 31Q: 3 clusters Score -271103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -271104.468750 Penalty: 2585.171143
	Iteration 32Q: 3 clusters Score -271104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -271104.968750 Penalty: 2585.171143
	Iteration 33Q: 3 clusters Score -271105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -271106.062500 Penalty: 2585.171143
	Iteration 34Q: 3 clusters Score -271106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -271107.218750 Penalty: 2585.171143
	Iteration 35Q: 3 clusters Score -271107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -271107.406250 Penalty: 2585.171143
	Iteration 36Q: 3 clusters Score -271107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -271107.906250 Penalty: 2585.171143
	Iteration 37Q: 3 clusters Score -271107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -271107.937500 Penalty: 2585.171143
	Iteration 38Q: 3 clusters Score -271107.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -271107.937500 Penalty: 2585.171143
	Iteration 39F: 3 clusters Score -271107.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71919 members 
Entering Unmasked Estep 
Score: -6888691.000000 Penalty: 1817.285645
	Iteration 0F: 2 clusters Score -6888691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -6840700.500000 Penalty: 3634.571289
	Iteration 0F: 3 clusters Score -6840700 nChanged 33920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -6860642.000000 Penalty: 3634.571289
	Iteration 1F: 3 clusters Score -6860642 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -6861899.500000 Penalty: 3634.571289
	Iteration 2Q: 3 clusters Score -6861900 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -6864147.000000 Penalty: 3634.571289
	Iteration 3F: 3 clusters Score -6864147 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -6867607.000000 Penalty: 3634.571289
	Iteration 4F: 3 clusters Score -6867607 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -6872573.000000 Penalty: 3634.571289
	Iteration 5F: 3 clusters Score -6872573 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -6878053.500000 Penalty: 3634.571289
	Iteration 6F: 3 clusters Score -6878054 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -6882293.500000 Penalty: 3634.571289
	Iteration 7F: 3 clusters Score -6882294 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -6884726.500000 Penalty: 3634.571289
	Iteration 8Q: 3 clusters Score -6884726 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6886029.500000 Penalty: 3634.571289
	Iteration 9Q: 3 clusters Score -6886030 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6886670.000000 Penalty: 3634.571289
	Iteration 10Q: 3 clusters Score -6886670 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6887104.000000 Penalty: 3634.571289
	Iteration 11Q: 3 clusters Score -6887104 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6887392.000000 Penalty: 3634.571289
	Iteration 12Q: 3 clusters Score -6887392 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6887532.000000 Penalty: 3634.571289
	Iteration 13Q: 3 clusters Score -6887532 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6887597.500000 Penalty: 3634.571289
	Iteration 14Q: 3 clusters Score -6887598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6887633.500000 Penalty: 3634.571289
	Iteration 15Q: 3 clusters Score -6887634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6887637.500000 Penalty: 3634.571289
	Iteration 16Q: 3 clusters Score -6887638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6887652.500000 Penalty: 3634.571289
	Iteration 17Q: 3 clusters Score -6887652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6887677.500000 Penalty: 3634.571289
	Iteration 18Q: 3 clusters Score -6887678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6887704.000000 Penalty: 3634.571289
	Iteration 19Q: 3 clusters Score -6887704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70277 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6887708.000000 Penalty: 3634.571289
	Iteration 20F: 3 clusters Score -6887708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6887715.000000 Penalty: 3634.571289
	Iteration 21Q: 3 clusters Score -6887715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6887729.000000 Penalty: 3634.571289
	Iteration 22Q: 3 clusters Score -6887729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6887745.500000 Penalty: 3634.571289
	Iteration 23Q: 3 clusters Score -6887746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6887754.500000 Penalty: 3634.571289
	Iteration 24Q: 3 clusters Score -6887754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6887753.500000 Penalty: 3634.571289
	Iteration 25Q: 3 clusters Score -6887754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70242 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6887754.500000 Penalty: 3634.571289
	Iteration 26Q: 3 clusters Score -6887754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6887763.500000 Penalty: 3634.571289
	Iteration 27Q: 3 clusters Score -6887764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6887775.500000 Penalty: 3634.571289
	Iteration 28Q: 3 clusters Score -6887776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6887780.500000 Penalty: 3634.571289
	Iteration 29Q: 3 clusters Score -6887780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6887776.500000 Penalty: 3634.571289
	Iteration 30Q: 3 clusters Score -6887776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6887776.000000 Penalty: 3634.571289
	Iteration 31Q: 3 clusters Score -6887776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6887774.000000 Penalty: 3634.571289
	Iteration 32Q: 3 clusters Score -6887774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6887782.000000 Penalty: 3634.571289
	Iteration 33Q: 3 clusters Score -6887782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6887796.000000 Penalty: 3634.571289
	Iteration 34Q: 3 clusters Score -6887796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6887798.500000 Penalty: 3634.571289
	Iteration 35Q: 3 clusters Score -6887798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6887794.000000 Penalty: 3634.571289
	Iteration 36Q: 3 clusters Score -6887794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6887793.500000 Penalty: 3634.571289
	Iteration 37Q: 3 clusters Score -6887794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6887794.500000 Penalty: 3634.571289
	Iteration 38Q: 3 clusters Score -6887794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6887791.500000 Penalty: 3634.571289
	Iteration 39Q: 3 clusters Score -6887792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6887793.500000 Penalty: 3634.571289
	Iteration 40F: 3 clusters Score -6887794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6887787.000000 Penalty: 3634.571289
	Iteration 41Q: 3 clusters Score -6887787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6887785.000000 Penalty: 3634.571289
	Iteration 42Q: 3 clusters Score -6887785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6887790.000000 Penalty: 3634.571289
	Iteration 43Q: 3 clusters Score -6887790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6887791.500000 Penalty: 3634.571289
	Iteration 44Q: 3 clusters Score -6887792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6887783.500000 Penalty: 3634.571289
	Iteration 45Q: 3 clusters Score -6887784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6887792.000000 Penalty: 3634.571289
	Iteration 46Q: 3 clusters Score -6887792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6887800.000000 Penalty: 3634.571289
	Iteration 47Q: 3 clusters Score -6887800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6887802.500000 Penalty: 3634.571289
	Iteration 48Q: 3 clusters Score -6887802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6887804.500000 Penalty: 3634.571289
	Iteration 49Q: 3 clusters Score -6887804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6887800.500000 Penalty: 3634.571289
	Iteration 50Q: 3 clusters Score -6887800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6887811.500000 Penalty: 3634.571289
	Iteration 51Q: 3 clusters Score -6887812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6887809.500000 Penalty: 3634.571289
	Iteration 52Q: 3 clusters Score -6887810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6887811.500000 Penalty: 3634.571289
	Iteration 53Q: 3 clusters Score -6887812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6887812.000000 Penalty: 3634.571289
	Iteration 54Q: 3 clusters Score -6887812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6887814.500000 Penalty: 3634.571289
	Iteration 55Q: 3 clusters Score -6887814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6887810.500000 Penalty: 3634.571289
	Iteration 56Q: 3 clusters Score -6887810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6887813.000000 Penalty: 3634.571289
	Iteration 57Q: 3 clusters Score -6887813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6887813.000000 Penalty: 3634.571289
	Iteration 58F: 3 clusters Score -6887813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Entering Unmasked Estep 
Score: -2404573.500000 Penalty: 1644.056030
	Iteration 0F: 2 clusters Score -2404574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2387823.250000 Penalty: 3288.112061
	Iteration 0F: 3 clusters Score -2387823 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2394033.750000 Penalty: 3288.112061
	Iteration 1F: 3 clusters Score -2394034 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2394356.750000 Penalty: 3288.112061
	Iteration 2Q: 3 clusters Score -2394357 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2394670.000000 Penalty: 3288.112061
	Iteration 3Q: 3 clusters Score -2394670 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2395008.500000 Penalty: 3288.112061
	Iteration 4Q: 3 clusters Score -2395008 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2395462.750000 Penalty: 3288.112061
	Iteration 5Q: 3 clusters Score -2395463 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2395986.250000 Penalty: 3288.112061
	Iteration 6Q: 3 clusters Score -2395986 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2396775.750000 Penalty: 3288.112061
	Iteration 7F: 3 clusters Score -2396776 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2397791.000000 Penalty: 3288.112061
	Iteration 8F: 3 clusters Score -2397791 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2399070.750000 Penalty: 3288.112061
	Iteration 9F: 3 clusters Score -2399071 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2400460.250000 Penalty: 3288.112061
	Iteration 10F: 3 clusters Score -2400460 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2401597.250000 Penalty: 3288.112061
	Iteration 11Q: 3 clusters Score -2401597 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -2402353.500000 Penalty: 3288.112061
	Iteration 12Q: 3 clusters Score -2402354 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2402754.000000 Penalty: 3288.112061
	Iteration 13Q: 3 clusters Score -2402754 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -2402948.500000 Penalty: 3288.112061
	Iteration 14Q: 3 clusters Score -2402948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -2403043.500000 Penalty: 3288.112061
	Iteration 15Q: 3 clusters Score -2403044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -2403084.000000 Penalty: 3288.112061
	Iteration 16Q: 3 clusters Score -2403084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -2403113.750000 Penalty: 3288.112061
	Iteration 17Q: 3 clusters Score -2403114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -2403129.500000 Penalty: 3288.112061
	Iteration 18Q: 3 clusters Score -2403130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2403136.500000 Penalty: 3288.112061
	Iteration 19Q: 3 clusters Score -2403136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -2403142.000000 Penalty: 3288.112061
	Iteration 20F: 3 clusters Score -2403142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -2403147.000000 Penalty: 3288.112061
	Iteration 21Q: 3 clusters Score -2403147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -2403151.500000 Penalty: 3288.112061
	Iteration 22Q: 3 clusters Score -2403152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -2403151.500000 Penalty: 3288.112061
	Iteration 23F: 3 clusters Score -2403152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -115442.328125 Penalty: 1157.465820
	Iteration 0F: 2 clusters Score -115442.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -113824.929688 Penalty: 2314.931641
	Iteration 0F: 3 clusters Score -113824.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114110.296875 Penalty: 2314.931641
	Iteration 1F: 3 clusters Score -114110.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -114203.585938 Penalty: 2314.931641
	Iteration 2F: 3 clusters Score -114203.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -114242.320312 Penalty: 2314.931641
	Iteration 3Q: 3 clusters Score -114242.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -114264.984375 Penalty: 2314.931641
	Iteration 4Q: 3 clusters Score -114265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -114278.695312 Penalty: 2314.931641
	Iteration 5Q: 3 clusters Score -114278.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -114287.617188 Penalty: 2314.931641
	Iteration 6Q: 3 clusters Score -114287.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -114294.562500 Penalty: 2314.931641
	Iteration 7Q: 3 clusters Score -114294.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -114301.195312 Penalty: 2314.931641
	Iteration 8Q: 3 clusters Score -114301.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114309.664062 Penalty: 2314.931641
	Iteration 9Q: 3 clusters Score -114309.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -114314.156250 Penalty: 2314.931641
	Iteration 10Q: 3 clusters Score -114314.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114318.476562 Penalty: 2314.931641
	Iteration 11Q: 3 clusters Score -114318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114320.414062 Penalty: 2314.931641
	Iteration 12Q: 3 clusters Score -114320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114321.429688 Penalty: 2314.931641
	Iteration 13Q: 3 clusters Score -114321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114322.281250 Penalty: 2314.931641
	Iteration 14Q: 3 clusters Score -114322.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114323.273438 Penalty: 2314.931641
	Iteration 15Q: 3 clusters Score -114323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114323.921875 Penalty: 2314.931641
	Iteration 16Q: 3 clusters Score -114323.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114323.921875 Penalty: 2314.931641
	Iteration 17F: 3 clusters Score -114323.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -2654627.250000 Penalty: 1661.484497
	Iteration 0F: 2 clusters Score -2654627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2635833.000000 Penalty: 3322.968994
	Iteration 0F: 3 clusters Score -2635833 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2643033.500000 Penalty: 3322.968994
	Iteration 1F: 3 clusters Score -2643034 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2643535.000000 Penalty: 3322.968994
	Iteration 2Q: 3 clusters Score -2643535 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2644084.250000 Penalty: 3322.968994
	Iteration 3Q: 3 clusters Score -2644084 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2644700.750000 Penalty: 3322.968994
	Iteration 4Q: 3 clusters Score -2644701 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2645443.500000 Penalty: 3322.968994
	Iteration 5Q: 3 clusters Score -2645444 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2646233.750000 Penalty: 3322.968994
	Iteration 6F: 3 clusters Score -2646234 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2647122.000000 Penalty: 3322.968994
	Iteration 7F: 3 clusters Score -2647122 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2648003.000000 Penalty: 3322.968994
	Iteration 8F: 3 clusters Score -2648003 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2648697.000000 Penalty: 3322.968994
	Iteration 9Q: 3 clusters Score -2648697 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2649090.000000 Penalty: 3322.968994
	Iteration 10Q: 3 clusters Score -2649090 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2649297.750000 Penalty: 3322.968994
	Iteration 11Q: 3 clusters Score -2649298 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2649401.750000 Penalty: 3322.968994
	Iteration 12Q: 3 clusters Score -2649402 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2649489.250000 Penalty: 3322.968994
	Iteration 13Q: 3 clusters Score -2649489 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2649561.750000 Penalty: 3322.968994
	Iteration 14Q: 3 clusters Score -2649562 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2649612.750000 Penalty: 3322.968994
	Iteration 15Q: 3 clusters Score -2649613 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2649685.500000 Penalty: 3322.968994
	Iteration 16Q: 3 clusters Score -2649686 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2649731.750000 Penalty: 3322.968994
	Iteration 17Q: 3 clusters Score -2649732 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2649776.250000 Penalty: 3322.968994
	Iteration 18Q: 3 clusters Score -2649776 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2649836.250000 Penalty: 3322.968994
	Iteration 19Q: 3 clusters Score -2649836 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2649879.750000 Penalty: 3322.968994
	Iteration 20F: 3 clusters Score -2649880 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2649914.250000 Penalty: 3322.968994
	Iteration 21Q: 3 clusters Score -2649914 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2649962.250000 Penalty: 3322.968994
	Iteration 22Q: 3 clusters Score -2649962 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2650008.250000 Penalty: 3322.968994
	Iteration 23Q: 3 clusters Score -2650008 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2650063.500000 Penalty: 3322.968994
	Iteration 24Q: 3 clusters Score -2650064 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2650111.750000 Penalty: 3322.968994
	Iteration 25Q: 3 clusters Score -2650112 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2650161 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2650215 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2650275 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2650323 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2650386 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2650446 nChanged 258
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2650492.750000 Penalty: 3322.968994
	Iteration 32Q: 3 clusters Score -2650493 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2650556 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2650625.250000 Penalty: 3322.968994
	Iteration 34Q: 3 clusters Score -2650625 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2650683 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2650737 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2650790 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2650846 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2650918.500000 Penalty: 3322.968994
	Iteration 39Q: 3 clusters Score -2650918 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2650977.500000 Penalty: 3322.968994
	Iteration 40F: 3 clusters Score -2650978 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2651060 nChanged 271
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2651144.750000 Penalty: 3322.968994
	Iteration 42Q: 3 clusters Score -2651145 nChanged 264
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2651217 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2651329.500000 Penalty: 3322.968994
	Iteration 44Q: 3 clusters Score -2651330 nChanged 268
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2651410.750000 Penalty: 3322.968994
	Iteration 45Q: 3 clusters Score -2651411 nChanged 261
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2651515.250000 Penalty: 3322.968994
	Iteration 46Q: 3 clusters Score -2651515 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2651604.250000 Penalty: 3322.968994
	Iteration 47Q: 3 clusters Score -2651604 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2651688 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2651774 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2651870.750000 Penalty: 3322.968994
	Iteration 50Q: 3 clusters Score -2651871 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2651952.000000 Penalty: 3322.968994
	Iteration 51Q: 3 clusters Score -2651952 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2652037.750000 Penalty: 3322.968994
	Iteration 52Q: 3 clusters Score -2652038 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2652109.250000 Penalty: 3322.968994
	Iteration 53Q: 3 clusters Score -2652109 nChanged 176
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Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2652160 nChanged 161
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Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2652207 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2652264 nChanged 151
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Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2652307 nChanged 156
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Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2652362 nChanged 132
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Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2652395 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2652417.750000 Penalty: 3322.968994
	Iteration 60F: 3 clusters Score -2652418 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2652458 nChanged 90
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Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2652477 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2652504.500000 Penalty: 3322.968994
	Iteration 63Q: 3 clusters Score -2652504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2652523.250000 Penalty: 3322.968994
	Iteration 64Q: 3 clusters Score -2652523 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2652548 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2652568 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2652582 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2652596 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2652607.250000 Penalty: 3322.968994
	Iteration 69Q: 3 clusters Score -2652607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2652616.500000 Penalty: 3322.968994
	Iteration 70Q: 3 clusters Score -2652616 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2652630 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2652654 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2652676 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2652692 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25518 members 
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Entering Unmasked Estep 
Score: -2652709.250000 Penalty: 3322.968994
	Iteration 75Q: 3 clusters Score -2652709 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2652722.000000 Penalty: 3322.968994
	Iteration 76Q: 3 clusters Score -2652722 nChanged 65
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Mstep: Class 1 contains 25646 members 
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Entering Unmasked Estep 
Score: -2652750.250000 Penalty: 3322.968994
	Iteration 77Q: 3 clusters Score -2652750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2652761 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2652776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2652798.000000 Penalty: 3322.968994
	Iteration 80F: 3 clusters Score -2652798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2652816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2652829.750000 Penalty: 3322.968994
	Iteration 82Q: 3 clusters Score -2652830 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2652853 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2652871.000000 Penalty: 3322.968994
	Iteration 84Q: 3 clusters Score -2652871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2652896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2652909.750000 Penalty: 3322.968994
	Iteration 86Q: 3 clusters Score -2652910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2652917.000000 Penalty: 3322.968994
	Iteration 87Q: 3 clusters Score -2652917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2652923.250000 Penalty: 3322.968994
	Iteration 88Q: 3 clusters Score -2652923 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26219 members 
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Entering Unmasked Estep 
Score: -2652925.000000 Penalty: 3322.968994
	Iteration 89Q: 3 clusters Score -2652925 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2652935.000000 Penalty: 3322.968994
	Iteration 90Q: 3 clusters Score -2652935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2652937.250000 Penalty: 3322.968994
	Iteration 91Q: 3 clusters Score -2652937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2652946.750000 Penalty: 3322.968994
	Iteration 92Q: 3 clusters Score -2652947 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2652956.250000 Penalty: 3322.968994
	Iteration 93Q: 3 clusters Score -2652956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2652954.750000 Penalty: 3322.968994
	Iteration 94Q: 3 clusters Score -2652955 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2652974.500000 Penalty: 3322.968994
	Iteration 95Q: 3 clusters Score -2652974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2652981.750000 Penalty: 3322.968994
	Iteration 96Q: 3 clusters Score -2652982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2652984.750000 Penalty: 3322.968994
	Iteration 97Q: 3 clusters Score -2652985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2652994.500000 Penalty: 3322.968994
	Iteration 98Q: 3 clusters Score -2652994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2653003.000000 Penalty: 3322.968994
	Iteration 99Q: 3 clusters Score -2653003 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2653004.750000 Penalty: 3322.968994
	Iteration 100F: 3 clusters Score -2653005 nChanged 20
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Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2653009.500000 Penalty: 3322.968994
	Iteration 101Q: 3 clusters Score -2653010 nChanged 25
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Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2653017.000000 Penalty: 3322.968994
	Iteration 102Q: 3 clusters Score -2653017 nChanged 19
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Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2653020.750000 Penalty: 3322.968994
	Iteration 103Q: 3 clusters Score -2653021 nChanged 25
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Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2653030 nChanged 19
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Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2653034.750000 Penalty: 3322.968994
	Iteration 105Q: 3 clusters Score -2653035 nChanged 17
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Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2653038.500000 Penalty: 3322.968994
	Iteration 106Q: 3 clusters Score -2653038 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2653045.000000 Penalty: 3322.968994
	Iteration 107Q: 3 clusters Score -2653045 nChanged 21
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Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2653052.750000 Penalty: 3322.968994
	Iteration 108Q: 3 clusters Score -2653053 nChanged 19
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Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2653069.500000 Penalty: 3322.968994
	Iteration 109Q: 3 clusters Score -2653070 nChanged 22
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Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2653076 nChanged 19
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Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2653088.750000 Penalty: 3322.968994
	Iteration 111Q: 3 clusters Score -2653089 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2653103.250000 Penalty: 3322.968994
	Iteration 112Q: 3 clusters Score -2653103 nChanged 19
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Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2653106.750000 Penalty: 3322.968994
	Iteration 113Q: 3 clusters Score -2653107 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2653118.000000 Penalty: 3322.968994
	Iteration 114Q: 3 clusters Score -2653118 nChanged 29
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Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2653125.750000 Penalty: 3322.968994
	Iteration 115Q: 3 clusters Score -2653126 nChanged 20
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Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2653130.000000 Penalty: 3322.968994
	Iteration 116Q: 3 clusters Score -2653130 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2653133.500000 Penalty: 3322.968994
	Iteration 117Q: 3 clusters Score -2653134 nChanged 20
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Entering Unmasked Estep 
Score: -2653144.250000 Penalty: 3322.968994
	Iteration 118Q: 3 clusters Score -2653144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2653149.000000 Penalty: 3322.968994
	Iteration 119Q: 3 clusters Score -2653149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2653151.250000 Penalty: 3322.968994
	Iteration 120F: 3 clusters Score -2653151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2653159.250000 Penalty: 3322.968994
	Iteration 121Q: 3 clusters Score -2653159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2653158.750000 Penalty: 3322.968994
	Iteration 122Q: 3 clusters Score -2653159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2653167.750000 Penalty: 3322.968994
	Iteration 123Q: 3 clusters Score -2653168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2653167.500000 Penalty: 3322.968994
	Iteration 124Q: 3 clusters Score -2653168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2653172.750000 Penalty: 3322.968994
	Iteration 125Q: 3 clusters Score -2653173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2653176.000000 Penalty: 3322.968994
	Iteration 126Q: 3 clusters Score -2653176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2653183.000000 Penalty: 3322.968994
	Iteration 127Q: 3 clusters Score -2653183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2653190.250000 Penalty: 3322.968994
	Iteration 128Q: 3 clusters Score -2653190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2653198.500000 Penalty: 3322.968994
	Iteration 129Q: 3 clusters Score -2653198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2653203.000000 Penalty: 3322.968994
	Iteration 130Q: 3 clusters Score -2653203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2653210.250000 Penalty: 3322.968994
	Iteration 131Q: 3 clusters Score -2653210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2653216.000000 Penalty: 3322.968994
	Iteration 132Q: 3 clusters Score -2653216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2653225.500000 Penalty: 3322.968994
	Iteration 133Q: 3 clusters Score -2653226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2653221.500000 Penalty: 3322.968994
	Iteration 134Q: 3 clusters Score -2653222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2653226.500000 Penalty: 3322.968994
	Iteration 135Q: 3 clusters Score -2653226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2653226.250000 Penalty: 3322.968994
	Iteration 136Q: 3 clusters Score -2653226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2653234.750000 Penalty: 3322.968994
	Iteration 137Q: 3 clusters Score -2653235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2653239.500000 Penalty: 3322.968994
	Iteration 138Q: 3 clusters Score -2653240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2653245.000000 Penalty: 3322.968994
	Iteration 139Q: 3 clusters Score -2653245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2653248.000000 Penalty: 3322.968994
	Iteration 140F: 3 clusters Score -2653248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2653251.250000 Penalty: 3322.968994
	Iteration 141Q: 3 clusters Score -2653251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2653255.750000 Penalty: 3322.968994
	Iteration 142Q: 3 clusters Score -2653256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2653254.000000 Penalty: 3322.968994
	Iteration 143Q: 3 clusters Score -2653254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2653255.000000 Penalty: 3322.968994
	Iteration 144Q: 3 clusters Score -2653255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2653258.750000 Penalty: 3322.968994
	Iteration 145Q: 3 clusters Score -2653259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2653259.500000 Penalty: 3322.968994
	Iteration 146Q: 3 clusters Score -2653260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2653261.500000 Penalty: 3322.968994
	Iteration 147Q: 3 clusters Score -2653262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2653261.500000 Penalty: 3322.968994
	Iteration 148F: 3 clusters Score -2653262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -495972.218750 Penalty: 1390.666992
	Iteration 0F: 2 clusters Score -495972.2 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 2621 members 
Entering Unmasked Estep 
Score: -491824.531250 Penalty: 2781.333984
	Iteration 0F: 3 clusters Score -491824.5 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -492950.625000 Penalty: 2781.333984
	Iteration 1F: 3 clusters Score -492950.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -493134.906250 Penalty: 2781.333984
	Iteration 2F: 3 clusters Score -493134.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -493265.718750 Penalty: 2781.333984
	Iteration 3F: 3 clusters Score -493265.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -493383.656250 Penalty: 2781.333984
	Iteration 4Q: 3 clusters Score -493383.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -493486.812500 Penalty: 2781.333984
	Iteration 5Q: 3 clusters Score -493486.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -493582.031250 Penalty: 2781.333984
	Iteration 6Q: 3 clusters Score -493582 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -493662.437500 Penalty: 2781.333984
	Iteration 7Q: 3 clusters Score -493662.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -493743.531250 Penalty: 2781.333984
	Iteration 8Q: 3 clusters Score -493743.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -493814.343750 Penalty: 2781.333984
	Iteration 9Q: 3 clusters Score -493814.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -493880.562500 Penalty: 2781.333984
	Iteration 10Q: 3 clusters Score -493880.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -493950.343750 Penalty: 2781.333984
	Iteration 11Q: 3 clusters Score -493950.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -494003.406250 Penalty: 2781.333984
	Iteration 12Q: 3 clusters Score -494003.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -494058.531250 Penalty: 2781.333984
	Iteration 13Q: 3 clusters Score -494058.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -494123.156250 Penalty: 2781.333984
	Iteration 14Q: 3 clusters Score -494123.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -494177.406250 Penalty: 2781.333984
	Iteration 15Q: 3 clusters Score -494177.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -494229.000000 Penalty: 2781.333984
	Iteration 16Q: 3 clusters Score -494229 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -494277.968750 Penalty: 2781.333984
	Iteration 17Q: 3 clusters Score -494278 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -494331.468750 Penalty: 2781.333984
	Iteration 18Q: 3 clusters Score -494331.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -494385.625000 Penalty: 2781.333984
	Iteration 19Q: 3 clusters Score -494385.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -494435.718750 Penalty: 2781.333984
	Iteration 20F: 3 clusters Score -494435.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -494491.875000 Penalty: 2781.333984
	Iteration 21Q: 3 clusters Score -494491.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -494538.375000 Penalty: 2781.333984
	Iteration 22Q: 3 clusters Score -494538.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -494579.812500 Penalty: 2781.333984
	Iteration 23Q: 3 clusters Score -494579.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -494606.562500 Penalty: 2781.333984
	Iteration 24Q: 3 clusters Score -494606.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -494638.750000 Penalty: 2781.333984
	Iteration 25Q: 3 clusters Score -494638.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -494672.312500 Penalty: 2781.333984
	Iteration 26Q: 3 clusters Score -494672.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -494696.093750 Penalty: 2781.333984
	Iteration 27Q: 3 clusters Score -494696.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -494711.531250 Penalty: 2781.333984
	Iteration 28Q: 3 clusters Score -494711.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -494726.500000 Penalty: 2781.333984
	Iteration 29Q: 3 clusters Score -494726.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -494738.156250 Penalty: 2781.333984
	Iteration 30Q: 3 clusters Score -494738.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -494746.750000 Penalty: 2781.333984
	Iteration 31Q: 3 clusters Score -494746.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -494751.812500 Penalty: 2781.333984
	Iteration 32Q: 3 clusters Score -494751.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -494757.531250 Penalty: 2781.333984
	Iteration 33Q: 3 clusters Score -494757.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -494762.562500 Penalty: 2781.333984
	Iteration 34Q: 3 clusters Score -494762.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -494769.437500 Penalty: 2781.333984
	Iteration 35Q: 3 clusters Score -494769.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -494778.062500 Penalty: 2781.333984
	Iteration 36Q: 3 clusters Score -494778.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -494784.218750 Penalty: 2781.333984
	Iteration 37Q: 3 clusters Score -494784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -494786.750000 Penalty: 2781.333984
	Iteration 38Q: 3 clusters Score -494786.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -494791.312500 Penalty: 2781.333984
	Iteration 39Q: 3 clusters Score -494791.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -494793.500000 Penalty: 2781.333984
	Iteration 40F: 3 clusters Score -494793.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -494796.000000 Penalty: 2781.333984
	Iteration 41Q: 3 clusters Score -494796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -494798.718750 Penalty: 2781.333984
	Iteration 42Q: 3 clusters Score -494798.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -494800.781250 Penalty: 2781.333984
	Iteration 43Q: 3 clusters Score -494800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -494800.843750 Penalty: 2781.333984
	Iteration 44Q: 3 clusters Score -494800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -494802.750000 Penalty: 2781.333984
	Iteration 45Q: 3 clusters Score -494802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -494802.687500 Penalty: 2781.333984
	Iteration 46Q: 3 clusters Score -494802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -494803.218750 Penalty: 2781.333984
	Iteration 47Q: 3 clusters Score -494803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -494803.531250 Penalty: 2781.333984
	Iteration 48Q: 3 clusters Score -494803.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -494804.031250 Penalty: 2781.333984
	Iteration 49Q: 3 clusters Score -494804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -494806.281250 Penalty: 2781.333984
	Iteration 50Q: 3 clusters Score -494806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -494807.718750 Penalty: 2781.333984
	Iteration 51Q: 3 clusters Score -494807.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -494808.218750 Penalty: 2781.333984
	Iteration 52Q: 3 clusters Score -494808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -494810.437500 Penalty: 2781.333984
	Iteration 53Q: 3 clusters Score -494810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -494810.531250 Penalty: 2781.333984
	Iteration 54Q: 3 clusters Score -494810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -494810.906250 Penalty: 2781.333984
	Iteration 55Q: 3 clusters Score -494810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -494810.906250 Penalty: 2781.333984
	Iteration 56F: 3 clusters Score -494810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Entering Unmasked Estep 
Score: -561149.375000 Penalty: 1410.471069
	Iteration 0F: 2 clusters Score -561149.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -556671.750000 Penalty: 2820.942139
	Iteration 0F: 3 clusters Score -556671.8 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -557983.500000 Penalty: 2820.942139
	Iteration 1F: 3 clusters Score -557983.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -558197.375000 Penalty: 2820.942139
	Iteration 2F: 3 clusters Score -558197.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -558355.062500 Penalty: 2820.942139
	Iteration 3F: 3 clusters Score -558355.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -558504.375000 Penalty: 2820.942139
	Iteration 4Q: 3 clusters Score -558504.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -558619.375000 Penalty: 2820.942139
	Iteration 5Q: 3 clusters Score -558619.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -558713.000000 Penalty: 2820.942139
	Iteration 6Q: 3 clusters Score -558713 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -558814.875000 Penalty: 2820.942139
	Iteration 7Q: 3 clusters Score -558814.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -558912.437500 Penalty: 2820.942139
	Iteration 8Q: 3 clusters Score -558912.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -559002.187500 Penalty: 2820.942139
	Iteration 9Q: 3 clusters Score -559002.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -559091.687500 Penalty: 2820.942139
	Iteration 10Q: 3 clusters Score -559091.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -559164.562500 Penalty: 2820.942139
	Iteration 11Q: 3 clusters Score -559164.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -559255.687500 Penalty: 2820.942139
	Iteration 12Q: 3 clusters Score -559255.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -559348.625000 Penalty: 2820.942139
	Iteration 13Q: 3 clusters Score -559348.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -559446.687500 Penalty: 2820.942139
	Iteration 14Q: 3 clusters Score -559446.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -559521.687500 Penalty: 2820.942139
	Iteration 15Q: 3 clusters Score -559521.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -559587.250000 Penalty: 2820.942139
	Iteration 16Q: 3 clusters Score -559587.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -559642.812500 Penalty: 2820.942139
	Iteration 17Q: 3 clusters Score -559642.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -559687.625000 Penalty: 2820.942139
	Iteration 18Q: 3 clusters Score -559687.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -559731.562500 Penalty: 2820.942139
	Iteration 19Q: 3 clusters Score -559731.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -559768.562500 Penalty: 2820.942139
	Iteration 20F: 3 clusters Score -559768.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -559792.750000 Penalty: 2820.942139
	Iteration 21Q: 3 clusters Score -559792.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -559807.375000 Penalty: 2820.942139
	Iteration 22Q: 3 clusters Score -559807.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -559817.687500 Penalty: 2820.942139
	Iteration 23Q: 3 clusters Score -559817.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -559828.000000 Penalty: 2820.942139
	Iteration 24Q: 3 clusters Score -559828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -559838.437500 Penalty: 2820.942139
	Iteration 25Q: 3 clusters Score -559838.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -559851.375000 Penalty: 2820.942139
	Iteration 26Q: 3 clusters Score -559851.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -559859.500000 Penalty: 2820.942139
	Iteration 27Q: 3 clusters Score -559859.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -559864.187500 Penalty: 2820.942139
	Iteration 28Q: 3 clusters Score -559864.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -559872.812500 Penalty: 2820.942139
	Iteration 29Q: 3 clusters Score -559872.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -559882.187500 Penalty: 2820.942139
	Iteration 30Q: 3 clusters Score -559882.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -559887.875000 Penalty: 2820.942139
	Iteration 31Q: 3 clusters Score -559887.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -559890.312500 Penalty: 2820.942139
	Iteration 32Q: 3 clusters Score -559890.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -559891.687500 Penalty: 2820.942139
	Iteration 33Q: 3 clusters Score -559891.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -559894.812500 Penalty: 2820.942139
	Iteration 34Q: 3 clusters Score -559894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -559894.937500 Penalty: 2820.942139
	Iteration 35Q: 3 clusters Score -559894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -559897.250000 Penalty: 2820.942139
	Iteration 36Q: 3 clusters Score -559897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -559899.250000 Penalty: 2820.942139
	Iteration 37Q: 3 clusters Score -559899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -559899.687500 Penalty: 2820.942139
	Iteration 38Q: 3 clusters Score -559899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -559899.687500 Penalty: 2820.942139
	Iteration 39F: 3 clusters Score -559899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -112357.210938 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -112357.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -110800.007812 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -110800 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -111231.039062 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -111231 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111464.695312 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -111464.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -111808.664062 Penalty: 2327.022461
	Iteration 3F: 3 clusters Score -111808.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -112157.796875 Penalty: 2327.022461
	Iteration 4F: 3 clusters Score -112157.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -112261.726562 Penalty: 2327.022461
	Iteration 5Q: 3 clusters Score -112261.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -112306.265625 Penalty: 2327.022461
	Iteration 6Q: 3 clusters Score -112306.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -112321.687500 Penalty: 2327.022461
	Iteration 7Q: 3 clusters Score -112321.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -112326.640625 Penalty: 2327.022461
	Iteration 8Q: 3 clusters Score -112326.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -112331.953125 Penalty: 2327.022461
	Iteration 9Q: 3 clusters Score -112332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -112338.554688 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -112338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -112346.703125 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -112346.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -112356.937500 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -112356.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -112360.671875 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -112360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -112368.312500 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -112368.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -112376.062500 Penalty: 2327.022461
	Iteration 15Q: 3 clusters Score -112376.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -112387.406250 Penalty: 2327.022461
	Iteration 16Q: 3 clusters Score -112387.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -112404.687500 Penalty: 2327.022461
	Iteration 17Q: 3 clusters Score -112404.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -112424.187500 Penalty: 2327.022461
	Iteration 18Q: 3 clusters Score -112424.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -112442.992188 Penalty: 2327.022461
	Iteration 19Q: 3 clusters Score -112443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -112448.421875 Penalty: 2327.022461
	Iteration 20F: 3 clusters Score -112448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -112453.585938 Penalty: 2327.022461
	Iteration 21Q: 3 clusters Score -112453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -112454.687500 Penalty: 2327.022461
	Iteration 22Q: 3 clusters Score -112454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -112457.875000 Penalty: 2327.022461
	Iteration 23Q: 3 clusters Score -112457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -112463.015625 Penalty: 2327.022461
	Iteration 24Q: 3 clusters Score -112463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -112467.867188 Penalty: 2327.022461
	Iteration 25Q: 3 clusters Score -112467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -112474.929688 Penalty: 2327.022461
	Iteration 26Q: 3 clusters Score -112474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -112477.218750 Penalty: 2327.022461
	Iteration 27Q: 3 clusters Score -112477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -112477.218750 Penalty: 2327.022461
	Iteration 28F: 3 clusters Score -112477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 12315 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 71919 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 27571 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 5883 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 14461 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 43811 members 
Mstep: Class 19 contains 11710 members 
Mstep: Class 20 contains 122706 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 7909 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 20979 members 
Mstep: Class 25 contains 18880 members 
Mstep: Class 26 contains 123 members 
Entering Unmasked Estep 
Score: -44829500.000000 Penalty: 55278.062500
Splitting cluster 13 changes total score from -44830440.000000 to -44829500.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (13407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Entering Unmasked Estep 
Score: -1268574.500000 Penalty: 1544.323975
	Iteration 0F: 2 clusters Score -1268574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1259238.875000 Penalty: 3088.647949
	Iteration 0F: 3 clusters Score -1259239 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1262472.625000 Penalty: 3088.647949
	Iteration 1F: 3 clusters Score -1262473 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1262731.750000 Penalty: 3088.647949
	Iteration 2F: 3 clusters Score -1262732 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1262976.125000 Penalty: 3088.647949
	Iteration 3Q: 3 clusters Score -1262976 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1263196.625000 Penalty: 3088.647949
	Iteration 4Q: 3 clusters Score -1263197 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1263387.250000 Penalty: 3088.647949
	Iteration 5Q: 3 clusters Score -1263387 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1263568.000000 Penalty: 3088.647949
	Iteration 6Q: 3 clusters Score -1263568 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1263747.500000 Penalty: 3088.647949
	Iteration 7Q: 3 clusters Score -1263748 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1263947.500000 Penalty: 3088.647949
	Iteration 8Q: 3 clusters Score -1263948 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1264161.500000 Penalty: 3088.647949
	Iteration 9Q: 3 clusters Score -1264162 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1264395.125000 Penalty: 3088.647949
	Iteration 10Q: 3 clusters Score -1264395 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1264681.500000 Penalty: 3088.647949
	Iteration 11Q: 3 clusters Score -1264682 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1264963.625000 Penalty: 3088.647949
	Iteration 12Q: 3 clusters Score -1264964 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1265223.125000 Penalty: 3088.647949
	Iteration 13Q: 3 clusters Score -1265223 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1265464.625000 Penalty: 3088.647949
	Iteration 14Q: 3 clusters Score -1265465 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1265615.250000 Penalty: 3088.647949
	Iteration 15Q: 3 clusters Score -1265615 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1265706.375000 Penalty: 3088.647949
	Iteration 16Q: 3 clusters Score -1265706 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1265780.000000 Penalty: 3088.647949
	Iteration 17Q: 3 clusters Score -1265780 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1265835.000000 Penalty: 3088.647949
	Iteration 18Q: 3 clusters Score -1265835 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1265887.875000 Penalty: 3088.647949
	Iteration 19Q: 3 clusters Score -1265888 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1265953.750000 Penalty: 3088.647949
	Iteration 20F: 3 clusters Score -1265954 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1266012.375000 Penalty: 3088.647949
	Iteration 21Q: 3 clusters Score -1266012 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1266081.500000 Penalty: 3088.647949
	Iteration 22Q: 3 clusters Score -1266082 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1266142.750000 Penalty: 3088.647949
	Iteration 23Q: 3 clusters Score -1266143 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1266202.750000 Penalty: 3088.647949
	Iteration 24Q: 3 clusters Score -1266203 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1266266.875000 Penalty: 3088.647949
	Iteration 25Q: 3 clusters Score -1266267 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1266347.250000 Penalty: 3088.647949
	Iteration 26Q: 3 clusters Score -1266347 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1266437.625000 Penalty: 3088.647949
	Iteration 27Q: 3 clusters Score -1266438 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1266515.625000 Penalty: 3088.647949
	Iteration 28Q: 3 clusters Score -1266516 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1266600.000000 Penalty: 3088.647949
	Iteration 29Q: 3 clusters Score -1266600 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1266660.500000 Penalty: 3088.647949
	Iteration 30Q: 3 clusters Score -1266660 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1266722.750000 Penalty: 3088.647949
	Iteration 31Q: 3 clusters Score -1266723 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1266780.625000 Penalty: 3088.647949
	Iteration 32Q: 3 clusters Score -1266781 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1266842.125000 Penalty: 3088.647949
	Iteration 33Q: 3 clusters Score -1266842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1266893.500000 Penalty: 3088.647949
	Iteration 34Q: 3 clusters Score -1266894 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1266954.125000 Penalty: 3088.647949
	Iteration 35Q: 3 clusters Score -1266954 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1267004.250000 Penalty: 3088.647949
	Iteration 36Q: 3 clusters Score -1267004 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1267043.375000 Penalty: 3088.647949
	Iteration 37Q: 3 clusters Score -1267043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1267070.000000 Penalty: 3088.647949
	Iteration 38Q: 3 clusters Score -1267070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1267094.250000 Penalty: 3088.647949
	Iteration 39Q: 3 clusters Score -1267094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1267104.375000 Penalty: 3088.647949
	Iteration 40F: 3 clusters Score -1267104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1267113.750000 Penalty: 3088.647949
	Iteration 41Q: 3 clusters Score -1267114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1267125.500000 Penalty: 3088.647949
	Iteration 42Q: 3 clusters Score -1267126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1267135.000000 Penalty: 3088.647949
	Iteration 43Q: 3 clusters Score -1267135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1267146.125000 Penalty: 3088.647949
	Iteration 44Q: 3 clusters Score -1267146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1267156.625000 Penalty: 3088.647949
	Iteration 45Q: 3 clusters Score -1267157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1267164.500000 Penalty: 3088.647949
	Iteration 46Q: 3 clusters Score -1267164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1267173.625000 Penalty: 3088.647949
	Iteration 47Q: 3 clusters Score -1267174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1267182.625000 Penalty: 3088.647949
	Iteration 48Q: 3 clusters Score -1267183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1267189.875000 Penalty: 3088.647949
	Iteration 49Q: 3 clusters Score -1267190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1267203.750000 Penalty: 3088.647949
	Iteration 50Q: 3 clusters Score -1267204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1267207.125000 Penalty: 3088.647949
	Iteration 51Q: 3 clusters Score -1267207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1267207.750000 Penalty: 3088.647949
	Iteration 52Q: 3 clusters Score -1267208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1267210.250000 Penalty: 3088.647949
	Iteration 53Q: 3 clusters Score -1267210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1267211.500000 Penalty: 3088.647949
	Iteration 54Q: 3 clusters Score -1267212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1267211.875000 Penalty: 3088.647949
	Iteration 55Q: 3 clusters Score -1267212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1267211.750000 Penalty: 3088.647949
	Iteration 56Q: 3 clusters Score -1267212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1267211.250000 Penalty: 3088.647949
	Iteration 57Q: 3 clusters Score -1267211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1267213.000000 Penalty: 3088.647949
	Iteration 58Q: 3 clusters Score -1267213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1267213.000000 Penalty: 3088.647949
	Iteration 59F: 3 clusters Score -1267213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Entering Unmasked Estep 
Score: -1391707.750000 Penalty: 1556.621704
	Iteration 0F: 2 clusters Score -1391708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1381682.875000 Penalty: 3113.243408
	Iteration 0F: 3 clusters Score -1381683 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1385071.250000 Penalty: 3113.243408
	Iteration 1F: 3 clusters Score -1385071 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1385463.000000 Penalty: 3113.243408
	Iteration 2F: 3 clusters Score -1385463 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1385830.625000 Penalty: 3113.243408
	Iteration 3F: 3 clusters Score -1385831 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1386202.250000 Penalty: 3113.243408
	Iteration 4F: 3 clusters Score -1386202 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1386560.000000 Penalty: 3113.243408
	Iteration 5Q: 3 clusters Score -1386560 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1386937.625000 Penalty: 3113.243408
	Iteration 6Q: 3 clusters Score -1386938 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1387341.250000 Penalty: 3113.243408
	Iteration 7Q: 3 clusters Score -1387341 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1387869.750000 Penalty: 3113.243408
	Iteration 8Q: 3 clusters Score -1387870 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1388472.625000 Penalty: 3113.243408
	Iteration 9F: 3 clusters Score -1388473 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1389026.750000 Penalty: 3113.243408
	Iteration 10Q: 3 clusters Score -1389027 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1389399.875000 Penalty: 3113.243408
	Iteration 11Q: 3 clusters Score -1389400 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1389628.875000 Penalty: 3113.243408
	Iteration 12Q: 3 clusters Score -1389629 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1389781.625000 Penalty: 3113.243408
	Iteration 13Q: 3 clusters Score -1389782 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1389891.375000 Penalty: 3113.243408
	Iteration 14Q: 3 clusters Score -1389891 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1389987.375000 Penalty: 3113.243408
	Iteration 15Q: 3 clusters Score -1389987 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1390085.500000 Penalty: 3113.243408
	Iteration 16Q: 3 clusters Score -1390086 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1390179.500000 Penalty: 3113.243408
	Iteration 17Q: 3 clusters Score -1390180 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1390272.500000 Penalty: 3113.243408
	Iteration 18Q: 3 clusters Score -1390272 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1390343.500000 Penalty: 3113.243408
	Iteration 19Q: 3 clusters Score -1390344 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1390393.750000 Penalty: 3113.243408
	Iteration 20F: 3 clusters Score -1390394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1390421.250000 Penalty: 3113.243408
	Iteration 21Q: 3 clusters Score -1390421 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1390435.875000 Penalty: 3113.243408
	Iteration 22Q: 3 clusters Score -1390436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1390447.750000 Penalty: 3113.243408
	Iteration 23Q: 3 clusters Score -1390448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1390450.625000 Penalty: 3113.243408
	Iteration 24Q: 3 clusters Score -1390451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1390454.625000 Penalty: 3113.243408
	Iteration 25Q: 3 clusters Score -1390455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1390458.875000 Penalty: 3113.243408
	Iteration 26Q: 3 clusters Score -1390459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1390457.500000 Penalty: 3113.243408
	Iteration 27Q: 3 clusters Score -1390458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1390459.125000 Penalty: 3113.243408
	Iteration 28Q: 3 clusters Score -1390459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1390458.750000 Penalty: 3113.243408
	Iteration 29Q: 3 clusters Score -1390459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1390456.500000 Penalty: 3113.243408
	Iteration 30Q: 3 clusters Score -1390456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1390457.125000 Penalty: 3113.243408
	Iteration 31Q: 3 clusters Score -1390457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1390457.625000 Penalty: 3113.243408
	Iteration 32Q: 3 clusters Score -1390458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1390459.125000 Penalty: 3113.243408
	Iteration 33Q: 3 clusters Score -1390459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1390462.125000 Penalty: 3113.243408
	Iteration 34Q: 3 clusters Score -1390462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1390462.875000 Penalty: 3113.243408
	Iteration 35Q: 3 clusters Score -1390463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1390463.750000 Penalty: 3113.243408
	Iteration 36Q: 3 clusters Score -1390464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1390463.375000 Penalty: 3113.243408
	Iteration 37Q: 3 clusters Score -1390463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1390464.375000 Penalty: 3113.243408
	Iteration 38Q: 3 clusters Score -1390464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1390463.875000 Penalty: 3113.243408
	Iteration 39Q: 3 clusters Score -1390464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1390463.875000 Penalty: 3113.243408
	Iteration 40F: 3 clusters Score -1390464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -222839.812500 Penalty: 1261.075928
	Iteration 0F: 2 clusters Score -222839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -220558.453125 Penalty: 2522.151855
	Iteration 0F: 3 clusters Score -220558.5 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -221108.625000 Penalty: 2522.151855
	Iteration 1F: 3 clusters Score -221108.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -221204.500000 Penalty: 2522.151855
	Iteration 2F: 3 clusters Score -221204.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -221252.421875 Penalty: 2522.151855
	Iteration 3Q: 3 clusters Score -221252.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -221294.125000 Penalty: 2522.151855
	Iteration 4Q: 3 clusters Score -221294.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -221332.609375 Penalty: 2522.151855
	Iteration 5Q: 3 clusters Score -221332.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -221360.812500 Penalty: 2522.151855
	Iteration 6Q: 3 clusters Score -221360.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -221385.531250 Penalty: 2522.151855
	Iteration 7Q: 3 clusters Score -221385.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -221401.531250 Penalty: 2522.151855
	Iteration 8Q: 3 clusters Score -221401.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -221417.187500 Penalty: 2522.151855
	Iteration 9Q: 3 clusters Score -221417.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -221435.390625 Penalty: 2522.151855
	Iteration 10Q: 3 clusters Score -221435.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -221455.765625 Penalty: 2522.151855
	Iteration 11Q: 3 clusters Score -221455.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -221474.328125 Penalty: 2522.151855
	Iteration 12Q: 3 clusters Score -221474.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -221495.500000 Penalty: 2522.151855
	Iteration 13Q: 3 clusters Score -221495.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -221517.203125 Penalty: 2522.151855
	Iteration 14Q: 3 clusters Score -221517.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -221534.765625 Penalty: 2522.151855
	Iteration 15Q: 3 clusters Score -221534.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -221546.609375 Penalty: 2522.151855
	Iteration 16Q: 3 clusters Score -221546.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -221562.656250 Penalty: 2522.151855
	Iteration 17Q: 3 clusters Score -221562.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -221572.093750 Penalty: 2522.151855
	Iteration 18Q: 3 clusters Score -221572.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -221582.828125 Penalty: 2522.151855
	Iteration 19Q: 3 clusters Score -221582.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -221589.796875 Penalty: 2522.151855
	Iteration 20F: 3 clusters Score -221589.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -221602.406250 Penalty: 2522.151855
	Iteration 21Q: 3 clusters Score -221602.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -221610.234375 Penalty: 2522.151855
	Iteration 22Q: 3 clusters Score -221610.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -221617.250000 Penalty: 2522.151855
	Iteration 23Q: 3 clusters Score -221617.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -221625.968750 Penalty: 2522.151855
	Iteration 24Q: 3 clusters Score -221626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -221633.812500 Penalty: 2522.151855
	Iteration 25Q: 3 clusters Score -221633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -221639.359375 Penalty: 2522.151855
	Iteration 26Q: 3 clusters Score -221639.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -221647.593750 Penalty: 2522.151855
	Iteration 27Q: 3 clusters Score -221647.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -221651.734375 Penalty: 2522.151855
	Iteration 28Q: 3 clusters Score -221651.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -221653.343750 Penalty: 2522.151855
	Iteration 29Q: 3 clusters Score -221653.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -221655.687500 Penalty: 2522.151855
	Iteration 30Q: 3 clusters Score -221655.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -221656.078125 Penalty: 2522.151855
	Iteration 31Q: 3 clusters Score -221656.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -221657.937500 Penalty: 2522.151855
	Iteration 32Q: 3 clusters Score -221657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -221662.734375 Penalty: 2522.151855
	Iteration 33Q: 3 clusters Score -221662.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -221668.078125 Penalty: 2522.151855
	Iteration 34Q: 3 clusters Score -221668.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -221669.234375 Penalty: 2522.151855
	Iteration 35Q: 3 clusters Score -221669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -221671.468750 Penalty: 2522.151855
	Iteration 36Q: 3 clusters Score -221671.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -221676.140625 Penalty: 2522.151855
	Iteration 37Q: 3 clusters Score -221676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -221679.531250 Penalty: 2522.151855
	Iteration 38Q: 3 clusters Score -221679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -221682.125000 Penalty: 2522.151855
	Iteration 39Q: 3 clusters Score -221682.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -221685.218750 Penalty: 2522.151855
	Iteration 40F: 3 clusters Score -221685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -221687.750000 Penalty: 2522.151855
	Iteration 41Q: 3 clusters Score -221687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -221689.562500 Penalty: 2522.151855
	Iteration 42Q: 3 clusters Score -221689.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -221690.281250 Penalty: 2522.151855
	Iteration 43Q: 3 clusters Score -221690.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -221690.281250 Penalty: 2522.151855
	Iteration 44F: 3 clusters Score -221690.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Entering Unmasked Estep 
Score: -311349.656250 Penalty: 1330.932617
	Iteration 0F: 2 clusters Score -311349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -308241.156250 Penalty: 2661.865234
	Iteration 0F: 3 clusters Score -308241.2 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -309137.875000 Penalty: 2661.865234
	Iteration 1F: 3 clusters Score -309137.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -309369.968750 Penalty: 2661.865234
	Iteration 2F: 3 clusters Score -309370 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -309554.656250 Penalty: 2661.865234
	Iteration 3F: 3 clusters Score -309554.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -309723.343750 Penalty: 2661.865234
	Iteration 4F: 3 clusters Score -309723.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -309867.687500 Penalty: 2661.865234
	Iteration 5F: 3 clusters Score -309867.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -309970.843750 Penalty: 2661.865234
	Iteration 6Q: 3 clusters Score -309970.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -310032.968750 Penalty: 2661.865234
	Iteration 7Q: 3 clusters Score -310033 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -310072.718750 Penalty: 2661.865234
	Iteration 8Q: 3 clusters Score -310072.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -310108.906250 Penalty: 2661.865234
	Iteration 9Q: 3 clusters Score -310108.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -310143.875000 Penalty: 2661.865234
	Iteration 10Q: 3 clusters Score -310143.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -310171.187500 Penalty: 2661.865234
	Iteration 11Q: 3 clusters Score -310171.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -310189.781250 Penalty: 2661.865234
	Iteration 12Q: 3 clusters Score -310189.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -310211.875000 Penalty: 2661.865234
	Iteration 13Q: 3 clusters Score -310211.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -310227.343750 Penalty: 2661.865234
	Iteration 14Q: 3 clusters Score -310227.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -310246.781250 Penalty: 2661.865234
	Iteration 15Q: 3 clusters Score -310246.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -310265.406250 Penalty: 2661.865234
	Iteration 16Q: 3 clusters Score -310265.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -310276.968750 Penalty: 2661.865234
	Iteration 17Q: 3 clusters Score -310277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -310284.812500 Penalty: 2661.865234
	Iteration 18Q: 3 clusters Score -310284.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -310289.468750 Penalty: 2661.865234
	Iteration 19Q: 3 clusters Score -310289.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -310292.937500 Penalty: 2661.865234
	Iteration 20F: 3 clusters Score -310292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -310296.156250 Penalty: 2661.865234
	Iteration 21Q: 3 clusters Score -310296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -310296.843750 Penalty: 2661.865234
	Iteration 22Q: 3 clusters Score -310296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -310298.250000 Penalty: 2661.865234
	Iteration 23Q: 3 clusters Score -310298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -310299.843750 Penalty: 2661.865234
	Iteration 24Q: 3 clusters Score -310299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -310301.593750 Penalty: 2661.865234
	Iteration 25Q: 3 clusters Score -310301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -310302.437500 Penalty: 2661.865234
	Iteration 26Q: 3 clusters Score -310302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -310307.406250 Penalty: 2661.865234
	Iteration 27Q: 3 clusters Score -310307.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -310309.281250 Penalty: 2661.865234
	Iteration 28Q: 3 clusters Score -310309.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -310309.906250 Penalty: 2661.865234
	Iteration 29Q: 3 clusters Score -310309.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -310314.625000 Penalty: 2661.865234
	Iteration 30Q: 3 clusters Score -310314.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -310318.875000 Penalty: 2661.865234
	Iteration 31Q: 3 clusters Score -310318.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -310322.812500 Penalty: 2661.865234
	Iteration 32Q: 3 clusters Score -310322.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -310324.468750 Penalty: 2661.865234
	Iteration 33Q: 3 clusters Score -310324.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -310327.812500 Penalty: 2661.865234
	Iteration 34Q: 3 clusters Score -310327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -310328.625000 Penalty: 2661.865234
	Iteration 35Q: 3 clusters Score -310328.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -310329.156250 Penalty: 2661.865234
	Iteration 36Q: 3 clusters Score -310329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -310329.750000 Penalty: 2661.865234
	Iteration 37Q: 3 clusters Score -310329.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -310329.750000 Penalty: 2661.865234
	Iteration 38F: 3 clusters Score -310329.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Entering Unmasked Estep 
Score: -4235719.500000 Penalty: 1736.741577
	Iteration 0F: 2 clusters Score -4235720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -4206202.500000 Penalty: 3473.483154
	Iteration 0F: 3 clusters Score -4206202 nChanged 20544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4217696.000000 Penalty: 3473.483154
	Iteration 1F: 3 clusters Score -4217696 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -4218178.000000 Penalty: 3473.483154
	Iteration 2Q: 3 clusters Score -4218178 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -4218784.000000 Penalty: 3473.483154
	Iteration 3Q: 3 clusters Score -4218784 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -4219775.500000 Penalty: 3473.483154
	Iteration 4Q: 3 clusters Score -4219776 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -4221443.500000 Penalty: 3473.483154
	Iteration 5F: 3 clusters Score -4221444 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4224263.000000 Penalty: 3473.483154
	Iteration 6F: 3 clusters Score -4224263 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -4228203.000000 Penalty: 3473.483154
	Iteration 7F: 3 clusters Score -4228203 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -4231613.000000 Penalty: 3473.483154
	Iteration 8F: 3 clusters Score -4231613 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -4233329.000000 Penalty: 3473.483154
	Iteration 9Q: 3 clusters Score -4233329 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -4233911.000000 Penalty: 3473.483154
	Iteration 10Q: 3 clusters Score -4233911 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -4234077.000000 Penalty: 3473.483154
	Iteration 11Q: 3 clusters Score -4234077 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -4234137.500000 Penalty: 3473.483154
	Iteration 12Q: 3 clusters Score -4234138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -4234157.500000 Penalty: 3473.483154
	Iteration 13Q: 3 clusters Score -4234158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -4234177.000000 Penalty: 3473.483154
	Iteration 14Q: 3 clusters Score -4234177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -4234202.000000 Penalty: 3473.483154
	Iteration 15Q: 3 clusters Score -4234202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -4234211.500000 Penalty: 3473.483154
	Iteration 16Q: 3 clusters Score -4234212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -4234221.000000 Penalty: 3473.483154
	Iteration 17Q: 3 clusters Score -4234221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -4234227.000000 Penalty: 3473.483154
	Iteration 18Q: 3 clusters Score -4234227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -4234230.000000 Penalty: 3473.483154
	Iteration 19Q: 3 clusters Score -4234230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -4234237.000000 Penalty: 3473.483154
	Iteration 20F: 3 clusters Score -4234237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -4234238.000000 Penalty: 3473.483154
	Iteration 21Q: 3 clusters Score -4234238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -4234240.000000 Penalty: 3473.483154
	Iteration 22Q: 3 clusters Score -4234240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -4234247.000000 Penalty: 3473.483154
	Iteration 23Q: 3 clusters Score -4234247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -4234249.000000 Penalty: 3473.483154
	Iteration 24Q: 3 clusters Score -4234249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -4234252.500000 Penalty: 3473.483154
	Iteration 25Q: 3 clusters Score -4234252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -4234253.000000 Penalty: 3473.483154
	Iteration 26Q: 3 clusters Score -4234253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -4234256.500000 Penalty: 3473.483154
	Iteration 27Q: 3 clusters Score -4234256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -4234256.500000 Penalty: 3473.483154
	Iteration 28F: 3 clusters Score -4234256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Entering Unmasked Estep 
Score: -1128026.375000 Penalty: 1522.332275
	Iteration 0F: 2 clusters Score -1128026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1119773.375000 Penalty: 3044.664551
	Iteration 0F: 3 clusters Score -1119773 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1122612.500000 Penalty: 3044.664551
	Iteration 1F: 3 clusters Score -1122612 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1122894.125000 Penalty: 3044.664551
	Iteration 2F: 3 clusters Score -1122894 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1123122.125000 Penalty: 3044.664551
	Iteration 3Q: 3 clusters Score -1123122 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1123340.500000 Penalty: 3044.664551
	Iteration 4Q: 3 clusters Score -1123340 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1123558.250000 Penalty: 3044.664551
	Iteration 5Q: 3 clusters Score -1123558 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1123733.250000 Penalty: 3044.664551
	Iteration 6Q: 3 clusters Score -1123733 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1123905.000000 Penalty: 3044.664551
	Iteration 7Q: 3 clusters Score -1123905 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1124085.000000 Penalty: 3044.664551
	Iteration 8Q: 3 clusters Score -1124085 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1124253.500000 Penalty: 3044.664551
	Iteration 9Q: 3 clusters Score -1124254 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1124409.500000 Penalty: 3044.664551
	Iteration 10Q: 3 clusters Score -1124410 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1124557.375000 Penalty: 3044.664551
	Iteration 11Q: 3 clusters Score -1124557 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1124693.750000 Penalty: 3044.664551
	Iteration 12Q: 3 clusters Score -1124694 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1124800.000000 Penalty: 3044.664551
	Iteration 13Q: 3 clusters Score -1124800 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1124871.125000 Penalty: 3044.664551
	Iteration 14Q: 3 clusters Score -1124871 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1124935.000000 Penalty: 3044.664551
	Iteration 15Q: 3 clusters Score -1124935 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1124988.250000 Penalty: 3044.664551
	Iteration 16Q: 3 clusters Score -1124988 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1125030.625000 Penalty: 3044.664551
	Iteration 17Q: 3 clusters Score -1125031 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1125057.000000 Penalty: 3044.664551
	Iteration 18Q: 3 clusters Score -1125057 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1125083.750000 Penalty: 3044.664551
	Iteration 19Q: 3 clusters Score -1125084 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1125104.625000 Penalty: 3044.664551
	Iteration 20F: 3 clusters Score -1125105 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1125126.125000 Penalty: 3044.664551
	Iteration 21Q: 3 clusters Score -1125126 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1125142.000000 Penalty: 3044.664551
	Iteration 22Q: 3 clusters Score -1125142 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1125159.250000 Penalty: 3044.664551
	Iteration 23Q: 3 clusters Score -1125159 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1125172.125000 Penalty: 3044.664551
	Iteration 24Q: 3 clusters Score -1125172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1125185.750000 Penalty: 3044.664551
	Iteration 25Q: 3 clusters Score -1125186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1125194.625000 Penalty: 3044.664551
	Iteration 26Q: 3 clusters Score -1125195 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1125203.625000 Penalty: 3044.664551
	Iteration 27Q: 3 clusters Score -1125204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1125211.250000 Penalty: 3044.664551
	Iteration 28Q: 3 clusters Score -1125211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1125221.750000 Penalty: 3044.664551
	Iteration 29Q: 3 clusters Score -1125222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1125227.875000 Penalty: 3044.664551
	Iteration 30Q: 3 clusters Score -1125228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1125232.625000 Penalty: 3044.664551
	Iteration 31Q: 3 clusters Score -1125233 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1125240.875000 Penalty: 3044.664551
	Iteration 32Q: 3 clusters Score -1125241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1125249.500000 Penalty: 3044.664551
	Iteration 33Q: 3 clusters Score -1125250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1125256.250000 Penalty: 3044.664551
	Iteration 34Q: 3 clusters Score -1125256 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1125269.375000 Penalty: 3044.664551
	Iteration 35Q: 3 clusters Score -1125269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1125282.000000 Penalty: 3044.664551
	Iteration 36Q: 3 clusters Score -1125282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1125291.875000 Penalty: 3044.664551
	Iteration 37Q: 3 clusters Score -1125292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1125306.250000 Penalty: 3044.664551
	Iteration 38Q: 3 clusters Score -1125306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1125317.375000 Penalty: 3044.664551
	Iteration 39Q: 3 clusters Score -1125317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1125335.500000 Penalty: 3044.664551
	Iteration 40F: 3 clusters Score -1125336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1125350.000000 Penalty: 3044.664551
	Iteration 41Q: 3 clusters Score -1125350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1125368.875000 Penalty: 3044.664551
	Iteration 42Q: 3 clusters Score -1125369 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1125378.375000 Penalty: 3044.664551
	Iteration 43Q: 3 clusters Score -1125378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1125393.625000 Penalty: 3044.664551
	Iteration 44Q: 3 clusters Score -1125394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1125406.000000 Penalty: 3044.664551
	Iteration 45Q: 3 clusters Score -1125406 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1125415.250000 Penalty: 3044.664551
	Iteration 46Q: 3 clusters Score -1125415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1125426.375000 Penalty: 3044.664551
	Iteration 47Q: 3 clusters Score -1125426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1125436.500000 Penalty: 3044.664551
	Iteration 48Q: 3 clusters Score -1125436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1125441.625000 Penalty: 3044.664551
	Iteration 49Q: 3 clusters Score -1125442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1125450.125000 Penalty: 3044.664551
	Iteration 50Q: 3 clusters Score -1125450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1125460.500000 Penalty: 3044.664551
	Iteration 51Q: 3 clusters Score -1125460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1125468.000000 Penalty: 3044.664551
	Iteration 52Q: 3 clusters Score -1125468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1125478.000000 Penalty: 3044.664551
	Iteration 53Q: 3 clusters Score -1125478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1125485.500000 Penalty: 3044.664551
	Iteration 54Q: 3 clusters Score -1125486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1125487.375000 Penalty: 3044.664551
	Iteration 55Q: 3 clusters Score -1125487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1125496.375000 Penalty: 3044.664551
	Iteration 56Q: 3 clusters Score -1125496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1125500.000000 Penalty: 3044.664551
	Iteration 57Q: 3 clusters Score -1125500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1125507.625000 Penalty: 3044.664551
	Iteration 58Q: 3 clusters Score -1125508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1125516.875000 Penalty: 3044.664551
	Iteration 59Q: 3 clusters Score -1125517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1125528.750000 Penalty: 3044.664551
	Iteration 60F: 3 clusters Score -1125529 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1125541.375000 Penalty: 3044.664551
	Iteration 61Q: 3 clusters Score -1125541 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1125558.125000 Penalty: 3044.664551
	Iteration 62Q: 3 clusters Score -1125558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1125573.500000 Penalty: 3044.664551
	Iteration 63Q: 3 clusters Score -1125574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1125591.125000 Penalty: 3044.664551
	Iteration 64Q: 3 clusters Score -1125591 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1125613.500000 Penalty: 3044.664551
	Iteration 65Q: 3 clusters Score -1125614 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1125640.375000 Penalty: 3044.664551
	Iteration 66Q: 3 clusters Score -1125640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1125675.125000 Penalty: 3044.664551
	Iteration 67Q: 3 clusters Score -1125675 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1125708.750000 Penalty: 3044.664551
	Iteration 68Q: 3 clusters Score -1125709 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1125744.250000 Penalty: 3044.664551
	Iteration 69Q: 3 clusters Score -1125744 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1125780.250000 Penalty: 3044.664551
	Iteration 70Q: 3 clusters Score -1125780 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1125820.125000 Penalty: 3044.664551
	Iteration 71Q: 3 clusters Score -1125820 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1125858.625000 Penalty: 3044.664551
	Iteration 72Q: 3 clusters Score -1125859 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1125901.375000 Penalty: 3044.664551
	Iteration 73Q: 3 clusters Score -1125901 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1125956.875000 Penalty: 3044.664551
	Iteration 74Q: 3 clusters Score -1125957 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1126024.125000 Penalty: 3044.664551
	Iteration 75Q: 3 clusters Score -1126024 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1126093.625000 Penalty: 3044.664551
	Iteration 76Q: 3 clusters Score -1126094 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1126198.875000 Penalty: 3044.664551
	Iteration 77Q: 3 clusters Score -1126199 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1126292.500000 Penalty: 3044.664551
	Iteration 78Q: 3 clusters Score -1126292 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1126371.750000 Penalty: 3044.664551
	Iteration 79Q: 3 clusters Score -1126372 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1126446.125000 Penalty: 3044.664551
	Iteration 80F: 3 clusters Score -1126446 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1126508.500000 Penalty: 3044.664551
	Iteration 81Q: 3 clusters Score -1126508 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1126575.250000 Penalty: 3044.664551
	Iteration 82Q: 3 clusters Score -1126575 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1126634.875000 Penalty: 3044.664551
	Iteration 83Q: 3 clusters Score -1126635 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1126691.000000 Penalty: 3044.664551
	Iteration 84Q: 3 clusters Score -1126691 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1126727.625000 Penalty: 3044.664551
	Iteration 85Q: 3 clusters Score -1126728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1126756.000000 Penalty: 3044.664551
	Iteration 86Q: 3 clusters Score -1126756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1126776.625000 Penalty: 3044.664551
	Iteration 87Q: 3 clusters Score -1126777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1126805.250000 Penalty: 3044.664551
	Iteration 88Q: 3 clusters Score -1126805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1126824.750000 Penalty: 3044.664551
	Iteration 89Q: 3 clusters Score -1126825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1126843.125000 Penalty: 3044.664551
	Iteration 90Q: 3 clusters Score -1126843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1126856.375000 Penalty: 3044.664551
	Iteration 91Q: 3 clusters Score -1126856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1126872.125000 Penalty: 3044.664551
	Iteration 92Q: 3 clusters Score -1126872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1126879.125000 Penalty: 3044.664551
	Iteration 93Q: 3 clusters Score -1126879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1126881.125000 Penalty: 3044.664551
	Iteration 94Q: 3 clusters Score -1126881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1126885.625000 Penalty: 3044.664551
	Iteration 95Q: 3 clusters Score -1126886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1126885.625000 Penalty: 3044.664551
	Iteration 96Q: 3 clusters Score -1126886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1126888.875000 Penalty: 3044.664551
	Iteration 97Q: 3 clusters Score -1126889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1126892.375000 Penalty: 3044.664551
	Iteration 98Q: 3 clusters Score -1126892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1126891.375000 Penalty: 3044.664551
	Iteration 99Q: 3 clusters Score -1126891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1126892.125000 Penalty: 3044.664551
	Iteration 100F: 3 clusters Score -1126892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1126892.625000 Penalty: 3044.664551
	Iteration 101Q: 3 clusters Score -1126893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1126892.625000 Penalty: 3044.664551
	Iteration 102F: 3 clusters Score -1126893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (122706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122706 members 
Entering Unmasked Estep 
Score: -11786441.000000 Penalty: 1904.101318
	Iteration 0F: 2 clusters Score -1.178644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -11704586.000000 Penalty: 3808.202637
	Iteration 0F: 3 clusters Score -1.170459e+07 nChanged 58900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -11739042.000000 Penalty: 3808.202637
	Iteration 1F: 3 clusters Score -1.173904e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -11740607.000000 Penalty: 3808.202637
	Iteration 2Q: 3 clusters Score -1.174061e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 69550 members 
Entering Unmasked Estep 
Score: -11743072.000000 Penalty: 3808.202637
	Iteration 3Q: 3 clusters Score -1.174307e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -11746931.000000 Penalty: 3808.202637
	Iteration 4F: 3 clusters Score -1.174693e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -11752741.000000 Penalty: 3808.202637
	Iteration 5F: 3 clusters Score -1.175274e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 85339 members 
Entering Unmasked Estep 
Score: -11760160.000000 Penalty: 3808.202637
	Iteration 6F: 3 clusters Score -1.176016e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -11767532.000000 Penalty: 3808.202637
	Iteration 7F: 3 clusters Score -1.176753e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 93554 members 
Entering Unmasked Estep 
Score: -11773133.000000 Penalty: 3808.202637
	Iteration 8F: 3 clusters Score -1.177313e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 95064 members 
Entering Unmasked Estep 
Score: -11776107.000000 Penalty: 3808.202637
	Iteration 9Q: 3 clusters Score -1.177611e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 96051 members 
Entering Unmasked Estep 
Score: -11777520.000000 Penalty: 3808.202637
	Iteration 10Q: 3 clusters Score -1.177752e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 96801 members 
Entering Unmasked Estep 
Score: -11778413.000000 Penalty: 3808.202637
	Iteration 11Q: 3 clusters Score -1.177841e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -11778918.000000 Penalty: 3808.202637
	Iteration 12Q: 3 clusters Score -1.177892e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -11779364.000000 Penalty: 3808.202637
	Iteration 13Q: 3 clusters Score -1.177936e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 98230 members 
Entering Unmasked Estep 
Score: -11779682.000000 Penalty: 3808.202637
	Iteration 14Q: 3 clusters Score -1.177968e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 98608 members 
Entering Unmasked Estep 
Score: -11779918.000000 Penalty: 3808.202637
	Iteration 15Q: 3 clusters Score -1.177992e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 98891 members 
Entering Unmasked Estep 
Score: -11780125.000000 Penalty: 3808.202637
	Iteration 16Q: 3 clusters Score -1.178012e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -11780298.000000 Penalty: 3808.202637
	Iteration 17Q: 3 clusters Score -1.17803e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -11780406.000000 Penalty: 3808.202637
	Iteration 18Q: 3 clusters Score -1.178041e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
Score: -11780543.000000 Penalty: 3808.202637
	Iteration 19Q: 3 clusters Score -1.178054e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
Score: -11780613.000000 Penalty: 3808.202637
	Iteration 20F: 3 clusters Score -1.178061e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -11780662.000000 Penalty: 3808.202637
	Iteration 21Q: 3 clusters Score -1.178066e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 100254 members 
Entering Unmasked Estep 
Score: -11780719.000000 Penalty: 3808.202637
	Iteration 22Q: 3 clusters Score -1.178072e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 100480 members 
Entering Unmasked Estep 
Score: -11780736.000000 Penalty: 3808.202637
	Iteration 23Q: 3 clusters Score -1.178074e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 100692 members 
Entering Unmasked Estep 
Score: -11780762.000000 Penalty: 3808.202637
	Iteration 24Q: 3 clusters Score -1.178076e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -11780765.000000 Penalty: 3808.202637
	Iteration 25Q: 3 clusters Score -1.178076e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 101138 members 
Entering Unmasked Estep 
Score: -11780795.000000 Penalty: 3808.202637
	Iteration 26Q: 3 clusters Score -1.17808e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 101355 members 
Entering Unmasked Estep 
Score: -11780810.000000 Penalty: 3808.202637
	Iteration 27Q: 3 clusters Score -1.178081e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 101596 members 
Entering Unmasked Estep 
Score: -11780836.000000 Penalty: 3808.202637
	Iteration 28Q: 3 clusters Score -1.178084e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 101819 members 
Entering Unmasked Estep 
Score: -11780851.000000 Penalty: 3808.202637
	Iteration 29Q: 3 clusters Score -1.178085e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 102027 members 
Entering Unmasked Estep 
Score: -11780877.000000 Penalty: 3808.202637
	Iteration 30Q: 3 clusters Score -1.178088e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -11780898.000000 Penalty: 3808.202637
	Iteration 31Q: 3 clusters Score -1.17809e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -11780900.000000 Penalty: 3808.202637
	Iteration 32Q: 3 clusters Score -1.17809e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 102692 members 
Entering Unmasked Estep 
Score: -11780950.000000 Penalty: 3808.202637
	Iteration 33Q: 3 clusters Score -1.178095e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 102922 members 
Entering Unmasked Estep 
Score: -11780986.000000 Penalty: 3808.202637
	Iteration 34Q: 3 clusters Score -1.178099e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -11780984.000000 Penalty: 3808.202637
	Iteration 35Q: 3 clusters Score -1.178098e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 103391 members 
Entering Unmasked Estep 
Score: -11781048.000000 Penalty: 3808.202637
	Iteration 36Q: 3 clusters Score -1.178105e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 103653 members 
Entering Unmasked Estep 
Score: -11781045.000000 Penalty: 3808.202637
	Iteration 37Q: 3 clusters Score -1.178104e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 103913 members 
Entering Unmasked Estep 
Score: -11781072.000000 Penalty: 3808.202637
	Iteration 38Q: 3 clusters Score -1.178107e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 104190 members 
Entering Unmasked Estep 
Score: -11781093.000000 Penalty: 3808.202637
	Iteration 39Q: 3 clusters Score -1.178109e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -11781089.000000 Penalty: 3808.202637
	Iteration 40F: 3 clusters Score -1.178109e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -11781113.000000 Penalty: 3808.202637
	Iteration 41Q: 3 clusters Score -1.178111e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 104996 members 
Entering Unmasked Estep 
Score: -11781146.000000 Penalty: 3808.202637
	Iteration 42Q: 3 clusters Score -1.178115e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 105273 members 
Entering Unmasked Estep 
Score: -11781222.000000 Penalty: 3808.202637
	Iteration 43Q: 3 clusters Score -1.178122e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 105555 members 
Entering Unmasked Estep 
Score: -11781247.000000 Penalty: 3808.202637
	Iteration 44Q: 3 clusters Score -1.178125e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 105837 members 
Entering Unmasked Estep 
Score: -11781285.000000 Penalty: 3808.202637
	Iteration 45Q: 3 clusters Score -1.178128e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 106121 members 
Entering Unmasked Estep 
Score: -11781306.000000 Penalty: 3808.202637
	Iteration 46Q: 3 clusters Score -1.178131e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 106423 members 
Entering Unmasked Estep 
Score: -11781298.000000 Penalty: 3808.202637
	Iteration 47Q: 3 clusters Score -1.17813e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 106720 members 
Entering Unmasked Estep 
Score: -11781340.000000 Penalty: 3808.202637
	Iteration 48Q: 3 clusters Score -1.178134e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 107040 members 
Entering Unmasked Estep 
Score: -11781393.000000 Penalty: 3808.202637
	Iteration 49Q: 3 clusters Score -1.178139e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
Score: -11781426.000000 Penalty: 3808.202637
	Iteration 50Q: 3 clusters Score -1.178143e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -11781411.000000 Penalty: 3808.202637
	Iteration 51Q: 3 clusters Score -1.178141e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 108137 members 
Entering Unmasked Estep 
Score: -11781461.000000 Penalty: 3808.202637
	Iteration 52Q: 3 clusters Score -1.178146e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -11781526.000000 Penalty: 3808.202637
	Iteration 53Q: 3 clusters Score -1.178153e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 109012 members 
Entering Unmasked Estep 
Score: -11781572.000000 Penalty: 3808.202637
	Iteration 54Q: 3 clusters Score -1.178157e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 109416 members 
Entering Unmasked Estep 
Score: -11781681.000000 Penalty: 3808.202637
	Iteration 55Q: 3 clusters Score -1.178168e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 109826 members 
Entering Unmasked Estep 
Score: -11781729.000000 Penalty: 3808.202637
	Iteration 56Q: 3 clusters Score -1.178173e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 110240 members 
Entering Unmasked Estep 
Score: -11781785.000000 Penalty: 3808.202637
	Iteration 57Q: 3 clusters Score -1.178178e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 110664 members 
Entering Unmasked Estep 
Score: -11781856.000000 Penalty: 3808.202637
	Iteration 58Q: 3 clusters Score -1.178186e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -11781869.000000 Penalty: 3808.202637
	Iteration 59Q: 3 clusters Score -1.178187e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 111589 members 
Entering Unmasked Estep 
Score: -11781964.000000 Penalty: 3808.202637
	Iteration 60F: 3 clusters Score -1.178196e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 112048 members 
Entering Unmasked Estep 
Score: -11782044.000000 Penalty: 3808.202637
	Iteration 61Q: 3 clusters Score -1.178204e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 112498 members 
Entering Unmasked Estep 
Score: -11782043.000000 Penalty: 3808.202637
	Iteration 62Q: 3 clusters Score -1.178204e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 112894 members 
Entering Unmasked Estep 
Score: -11782151.000000 Penalty: 3808.202637
	Iteration 63Q: 3 clusters Score -1.178215e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 113314 members 
Entering Unmasked Estep 
Score: -11782249.000000 Penalty: 3808.202637
	Iteration 64Q: 3 clusters Score -1.178225e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 113734 members 
Entering Unmasked Estep 
Score: -11782410.000000 Penalty: 3808.202637
	Iteration 65Q: 3 clusters Score -1.178241e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 114148 members 
Entering Unmasked Estep 
Score: -11782534.000000 Penalty: 3808.202637
	Iteration 66Q: 3 clusters Score -1.178253e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 114557 members 
Entering Unmasked Estep 
Score: -11782627.000000 Penalty: 3808.202637
	Iteration 67Q: 3 clusters Score -1.178263e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
Score: -11782720.000000 Penalty: 3808.202637
	Iteration 68Q: 3 clusters Score -1.178272e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -11782804.000000 Penalty: 3808.202637
	Iteration 69Q: 3 clusters Score -1.17828e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -11782896.000000 Penalty: 3808.202637
	Iteration 70Q: 3 clusters Score -1.17829e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 116352 members 
Entering Unmasked Estep 
Score: -11782938.000000 Penalty: 3808.202637
	Iteration 71Q: 3 clusters Score -1.178294e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
Score: -11783070.000000 Penalty: 3808.202637
	Iteration 72Q: 3 clusters Score -1.178307e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 117181 members 
Entering Unmasked Estep 
Score: -11783144.000000 Penalty: 3808.202637
	Iteration 73Q: 3 clusters Score -1.178314e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 117615 members 
Entering Unmasked Estep 
Score: -11783266.000000 Penalty: 3808.202637
	Iteration 74Q: 3 clusters Score -1.178327e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 118035 members 
Entering Unmasked Estep 
Score: -11783362.000000 Penalty: 3808.202637
	Iteration 75Q: 3 clusters Score -1.178336e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 118478 members 
Entering Unmasked Estep 
Score: -11783557.000000 Penalty: 3808.202637
	Iteration 76Q: 3 clusters Score -1.178356e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 118906 members 
Entering Unmasked Estep 
Score: -11783636.000000 Penalty: 3808.202637
	Iteration 77Q: 3 clusters Score -1.178364e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 119304 members 
Entering Unmasked Estep 
Score: -11783764.000000 Penalty: 3808.202637
	Iteration 78Q: 3 clusters Score -1.178376e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 119655 members 
Entering Unmasked Estep 
Score: -11783892.000000 Penalty: 3808.202637
	Iteration 79Q: 3 clusters Score -1.178389e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 119976 members 
Entering Unmasked Estep 
Score: -11784018.000000 Penalty: 3808.202637
	Iteration 80F: 3 clusters Score -1.178402e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 120281 members 
Entering Unmasked Estep 
Score: -11784120.000000 Penalty: 3808.202637
	Iteration 81Q: 3 clusters Score -1.178412e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 120550 members 
Entering Unmasked Estep 
Score: -11784228.000000 Penalty: 3808.202637
	Iteration 82Q: 3 clusters Score -1.178423e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 120778 members 
Entering Unmasked Estep 
Score: -11784323.000000 Penalty: 3808.202637
	Iteration 83Q: 3 clusters Score -1.178432e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 120954 members 
Entering Unmasked Estep 
Score: -11784400.000000 Penalty: 3808.202637
	Iteration 84Q: 3 clusters Score -1.17844e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 121106 members 
Entering Unmasked Estep 
Score: -11784448.000000 Penalty: 3808.202637
	Iteration 85Q: 3 clusters Score -1.178445e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 121237 members 
Entering Unmasked Estep 
Score: -11784552.000000 Penalty: 3808.202637
	Iteration 86Q: 3 clusters Score -1.178455e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -11784574.000000 Penalty: 3808.202637
	Iteration 87Q: 3 clusters Score -1.178457e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 121427 members 
Entering Unmasked Estep 
Score: -11784638.000000 Penalty: 3808.202637
	Iteration 88Q: 3 clusters Score -1.178464e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 121489 members 
Entering Unmasked Estep 
Score: -11784645.000000 Penalty: 3808.202637
	Iteration 89Q: 3 clusters Score -1.178464e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 121547 members 
Entering Unmasked Estep 
Score: -11784691.000000 Penalty: 3808.202637
	Iteration 90Q: 3 clusters Score -1.178469e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -11784716.000000 Penalty: 3808.202637
	Iteration 91Q: 3 clusters Score -1.178472e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 121648 members 
Entering Unmasked Estep 
Score: -11784726.000000 Penalty: 3808.202637
	Iteration 92Q: 3 clusters Score -1.178473e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 121684 members 
Entering Unmasked Estep 
Score: -11784721.000000 Penalty: 3808.202637
	Iteration 93Q: 3 clusters Score -1.178472e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 121718 members 
Entering Unmasked Estep 
Score: -11784735.000000 Penalty: 3808.202637
	Iteration 94Q: 3 clusters Score -1.178474e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 121756 members 
Entering Unmasked Estep 
Score: -11784742.000000 Penalty: 3808.202637
	Iteration 95Q: 3 clusters Score -1.178474e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 121796 members 
Entering Unmasked Estep 
Score: -11784776.000000 Penalty: 3808.202637
	Iteration 96Q: 3 clusters Score -1.178478e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 121826 members 
Entering Unmasked Estep 
Score: -11784787.000000 Penalty: 3808.202637
	Iteration 97Q: 3 clusters Score -1.178479e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 121847 members 
Entering Unmasked Estep 
Score: -11784792.000000 Penalty: 3808.202637
	Iteration 98Q: 3 clusters Score -1.178479e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -11784788.000000 Penalty: 3808.202637
	Iteration 99Q: 3 clusters Score -1.178479e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 121880 members 
Entering Unmasked Estep 
Score: -11784792.000000 Penalty: 3808.202637
	Iteration 100F: 3 clusters Score -1.178479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -11784810.000000 Penalty: 3808.202637
	Iteration 101Q: 3 clusters Score -1.178481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -11784806.000000 Penalty: 3808.202637
	Iteration 102Q: 3 clusters Score -1.178481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 121912 members 
Entering Unmasked Estep 
Score: -11784797.000000 Penalty: 3808.202637
	Iteration 103Q: 3 clusters Score -1.17848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 121919 members 
Entering Unmasked Estep 
Score: -11784806.000000 Penalty: 3808.202637
	Iteration 104Q: 3 clusters Score -1.178481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 121921 members 
Entering Unmasked Estep 
Score: -11784807.000000 Penalty: 3808.202637
	Iteration 105Q: 3 clusters Score -1.178481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 121928 members 
Entering Unmasked Estep 
Score: -11784814.000000 Penalty: 3808.202637
	Iteration 106Q: 3 clusters Score -1.178481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 121929 members 
Entering Unmasked Estep 
Score: -11784829.000000 Penalty: 3808.202637
	Iteration 107Q: 3 clusters Score -1.178483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -11784834.000000 Penalty: 3808.202637
	Iteration 108Q: 3 clusters Score -1.178483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 121934 members 
Entering Unmasked Estep 
Score: -11784842.000000 Penalty: 3808.202637
	Iteration 109Q: 3 clusters Score -1.178484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 121939 members 
Entering Unmasked Estep 
Score: -11784833.000000 Penalty: 3808.202637
	Iteration 110Q: 3 clusters Score -1.178483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 121944 members 
Entering Unmasked Estep 
Score: -11784848.000000 Penalty: 3808.202637
	Iteration 111Q: 3 clusters Score -1.178485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 121951 members 
Entering Unmasked Estep 
Score: -11784843.000000 Penalty: 3808.202637
	Iteration 112Q: 3 clusters Score -1.178484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 121955 members 
Entering Unmasked Estep 
Score: -11784832.000000 Penalty: 3808.202637
	Iteration 113Q: 3 clusters Score -1.178483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 121960 members 
Entering Unmasked Estep 
Score: -11784842.000000 Penalty: 3808.202637
	Iteration 114Q: 3 clusters Score -1.178484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 121967 members 
Entering Unmasked Estep 
Score: -11784841.000000 Penalty: 3808.202637
	Iteration 115Q: 3 clusters Score -1.178484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 121971 members 
Entering Unmasked Estep 
Score: -11784839.000000 Penalty: 3808.202637
	Iteration 116Q: 3 clusters Score -1.178484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 121975 members 
Entering Unmasked Estep 
Score: -11784860.000000 Penalty: 3808.202637
	Iteration 117Q: 3 clusters Score -1.178486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 121976 members 
Entering Unmasked Estep 
Score: -11784854.000000 Penalty: 3808.202637
	Iteration 118Q: 3 clusters Score -1.178485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 121977 members 
Entering Unmasked Estep 
Score: -11784859.000000 Penalty: 3808.202637
	Iteration 119Q: 3 clusters Score -1.178486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 121977 members 
Entering Unmasked Estep 
Score: -11784859.000000 Penalty: 3808.202637
	Iteration 120F: 3 clusters Score -1.178486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Entering Unmasked Estep 
Score: -553078.812500 Penalty: 1404.593140
	Iteration 0F: 2 clusters Score -553078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -548668.937500 Penalty: 2809.186279
	Iteration 0F: 3 clusters Score -548668.9 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -549950.875000 Penalty: 2809.186279
	Iteration 1F: 3 clusters Score -549950.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -550141.750000 Penalty: 2809.186279
	Iteration 2F: 3 clusters Score -550141.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -550264.125000 Penalty: 2809.186279
	Iteration 3Q: 3 clusters Score -550264.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -550345.250000 Penalty: 2809.186279
	Iteration 4Q: 3 clusters Score -550345.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -550399.250000 Penalty: 2809.186279
	Iteration 5Q: 3 clusters Score -550399.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -550449.625000 Penalty: 2809.186279
	Iteration 6Q: 3 clusters Score -550449.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -550495.625000 Penalty: 2809.186279
	Iteration 7Q: 3 clusters Score -550495.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -550556.437500 Penalty: 2809.186279
	Iteration 8Q: 3 clusters Score -550556.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -550626.687500 Penalty: 2809.186279
	Iteration 9Q: 3 clusters Score -550626.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -550700.312500 Penalty: 2809.186279
	Iteration 10Q: 3 clusters Score -550700.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -550786.687500 Penalty: 2809.186279
	Iteration 11Q: 3 clusters Score -550786.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -550877.187500 Penalty: 2809.186279
	Iteration 12Q: 3 clusters Score -550877.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -550985.062500 Penalty: 2809.186279
	Iteration 13Q: 3 clusters Score -550985.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -551125.000000 Penalty: 2809.186279
	Iteration 14Q: 3 clusters Score -551125 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -551274.937500 Penalty: 2809.186279
	Iteration 15Q: 3 clusters Score -551274.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -551411.937500 Penalty: 2809.186279
	Iteration 16Q: 3 clusters Score -551411.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -551535.375000 Penalty: 2809.186279
	Iteration 17Q: 3 clusters Score -551535.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -551652.812500 Penalty: 2809.186279
	Iteration 18Q: 3 clusters Score -551652.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -551707.562500 Penalty: 2809.186279
	Iteration 19Q: 3 clusters Score -551707.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -551749.437500 Penalty: 2809.186279
	Iteration 20F: 3 clusters Score -551749.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -551781.187500 Penalty: 2809.186279
	Iteration 21Q: 3 clusters Score -551781.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -551814.812500 Penalty: 2809.186279
	Iteration 22Q: 3 clusters Score -551814.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -551835.125000 Penalty: 2809.186279
	Iteration 23Q: 3 clusters Score -551835.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -551851.437500 Penalty: 2809.186279
	Iteration 24Q: 3 clusters Score -551851.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -551867.250000 Penalty: 2809.186279
	Iteration 25Q: 3 clusters Score -551867.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -551878.562500 Penalty: 2809.186279
	Iteration 26Q: 3 clusters Score -551878.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -551889.437500 Penalty: 2809.186279
	Iteration 27Q: 3 clusters Score -551889.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -551900.375000 Penalty: 2809.186279
	Iteration 28Q: 3 clusters Score -551900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -551902.125000 Penalty: 2809.186279
	Iteration 29Q: 3 clusters Score -551902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -551904.250000 Penalty: 2809.186279
	Iteration 30Q: 3 clusters Score -551904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -551906.750000 Penalty: 2809.186279
	Iteration 31Q: 3 clusters Score -551906.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -551906.750000 Penalty: 2809.186279
	Iteration 32F: 3 clusters Score -551906.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -760056.125000 Penalty: 1458.560425
	Iteration 0F: 2 clusters Score -760056.1 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 3985 members 
Entering Unmasked Estep 
Score: -754273.937500 Penalty: 2917.120850
	Iteration 0F: 3 clusters Score -754273.9 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -756001.437500 Penalty: 2917.120850
	Iteration 1F: 3 clusters Score -756001.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -756165.562500 Penalty: 2917.120850
	Iteration 2F: 3 clusters Score -756165.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -756313.000000 Penalty: 2917.120850
	Iteration 3Q: 3 clusters Score -756313 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -756442.562500 Penalty: 2917.120850
	Iteration 4Q: 3 clusters Score -756442.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -756541.812500 Penalty: 2917.120850
	Iteration 5Q: 3 clusters Score -756541.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -756642.250000 Penalty: 2917.120850
	Iteration 6Q: 3 clusters Score -756642.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -756756.750000 Penalty: 2917.120850
	Iteration 7Q: 3 clusters Score -756756.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -756888.125000 Penalty: 2917.120850
	Iteration 8Q: 3 clusters Score -756888.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -757013.937500 Penalty: 2917.120850
	Iteration 9Q: 3 clusters Score -757013.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -757161.375000 Penalty: 2917.120850
	Iteration 10Q: 3 clusters Score -757161.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -757309.937500 Penalty: 2917.120850
	Iteration 11Q: 3 clusters Score -757309.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -757459.250000 Penalty: 2917.120850
	Iteration 12Q: 3 clusters Score -757459.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -757613.562500 Penalty: 2917.120850
	Iteration 13Q: 3 clusters Score -757613.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -757757.187500 Penalty: 2917.120850
	Iteration 14Q: 3 clusters Score -757757.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -757930.937500 Penalty: 2917.120850
	Iteration 15Q: 3 clusters Score -757930.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -758135.687500 Penalty: 2917.120850
	Iteration 16Q: 3 clusters Score -758135.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -758366.187500 Penalty: 2917.120850
	Iteration 17Q: 3 clusters Score -758366.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -758606.375000 Penalty: 2917.120850
	Iteration 18Q: 3 clusters Score -758606.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -758847.562500 Penalty: 2917.120850
	Iteration 19Q: 3 clusters Score -758847.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -759013.750000 Penalty: 2917.120850
	Iteration 20F: 3 clusters Score -759013.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -759129.562500 Penalty: 2917.120850
	Iteration 21Q: 3 clusters Score -759129.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -759220.062500 Penalty: 2917.120850
	Iteration 22Q: 3 clusters Score -759220.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -759279.187500 Penalty: 2917.120850
	Iteration 23Q: 3 clusters Score -759279.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -759309.437500 Penalty: 2917.120850
	Iteration 24Q: 3 clusters Score -759309.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -759329.000000 Penalty: 2917.120850
	Iteration 25Q: 3 clusters Score -759329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -759341.250000 Penalty: 2917.120850
	Iteration 26Q: 3 clusters Score -759341.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -759353.125000 Penalty: 2917.120850
	Iteration 27Q: 3 clusters Score -759353.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -759360.125000 Penalty: 2917.120850
	Iteration 28Q: 3 clusters Score -759360.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -759365.937500 Penalty: 2917.120850
	Iteration 29Q: 3 clusters Score -759365.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -759369.312500 Penalty: 2917.120850
	Iteration 30Q: 3 clusters Score -759369.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -759371.875000 Penalty: 2917.120850
	Iteration 31Q: 3 clusters Score -759371.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -759373.312500 Penalty: 2917.120850
	Iteration 32Q: 3 clusters Score -759373.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -759378.812500 Penalty: 2917.120850
	Iteration 33Q: 3 clusters Score -759378.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -759383.000000 Penalty: 2917.120850
	Iteration 34Q: 3 clusters Score -759383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -759386.000000 Penalty: 2917.120850
	Iteration 35Q: 3 clusters Score -759386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -759391.937500 Penalty: 2917.120850
	Iteration 36Q: 3 clusters Score -759391.9 nChanged 15
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: -759396.750000 Penalty: 2917.120850
	Iteration 37Q: 3 clusters Score -759396.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -759396.250000 Penalty: 2917.120850
	Iteration 38Q: 3 clusters Score -759396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -759397.125000 Penalty: 2917.120850
	Iteration 39Q: 3 clusters Score -759397.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -759397.500000 Penalty: 2917.120850
	Iteration 40F: 3 clusters Score -759397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -759398.562500 Penalty: 2917.120850
	Iteration 41Q: 3 clusters Score -759398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -759398.562500 Penalty: 2917.120850
	Iteration 42Q: 3 clusters Score -759398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -759398.562500 Penalty: 2917.120850
	Iteration 43F: 3 clusters Score -759398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Entering Unmasked Estep 
Score: -369026.906250 Penalty: 1360.101074
	Iteration 0F: 2 clusters Score -369026.9 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 2169 members 
Entering Unmasked Estep 
Score: -365464.781250 Penalty: 2720.202148
	Iteration 0F: 3 clusters Score -365464.8 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -366622.343750 Penalty: 2720.202148
	Iteration 1F: 3 clusters Score -366622.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -367031.562500 Penalty: 2720.202148
	Iteration 2F: 3 clusters Score -367031.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -367378.468750 Penalty: 2720.202148
	Iteration 3F: 3 clusters Score -367378.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -367686.000000 Penalty: 2720.202148
	Iteration 4F: 3 clusters Score -367686 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -367946.750000 Penalty: 2720.202148
	Iteration 5F: 3 clusters Score -367946.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -368137.375000 Penalty: 2720.202148
	Iteration 6F: 3 clusters Score -368137.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -368246.781250 Penalty: 2720.202148
	Iteration 7Q: 3 clusters Score -368246.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -368336.875000 Penalty: 2720.202148
	Iteration 8Q: 3 clusters Score -368336.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -368389.312500 Penalty: 2720.202148
	Iteration 9Q: 3 clusters Score -368389.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -368420.218750 Penalty: 2720.202148
	Iteration 10Q: 3 clusters Score -368420.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -368440.562500 Penalty: 2720.202148
	Iteration 11Q: 3 clusters Score -368440.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -368457.343750 Penalty: 2720.202148
	Iteration 12Q: 3 clusters Score -368457.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -368468.593750 Penalty: 2720.202148
	Iteration 13Q: 3 clusters Score -368468.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -368476.437500 Penalty: 2720.202148
	Iteration 14Q: 3 clusters Score -368476.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -368482.062500 Penalty: 2720.202148
	Iteration 15Q: 3 clusters Score -368482.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -368486.250000 Penalty: 2720.202148
	Iteration 16Q: 3 clusters Score -368486.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -368493.218750 Penalty: 2720.202148
	Iteration 17Q: 3 clusters Score -368493.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -368503.625000 Penalty: 2720.202148
	Iteration 18Q: 3 clusters Score -368503.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -368511.062500 Penalty: 2720.202148
	Iteration 19Q: 3 clusters Score -368511.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -368517.937500 Penalty: 2720.202148
	Iteration 20F: 3 clusters Score -368517.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -368525.500000 Penalty: 2720.202148
	Iteration 21Q: 3 clusters Score -368525.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -368531.312500 Penalty: 2720.202148
	Iteration 22Q: 3 clusters Score -368531.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -368535.375000 Penalty: 2720.202148
	Iteration 23Q: 3 clusters Score -368535.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -368541.062500 Penalty: 2720.202148
	Iteration 24Q: 3 clusters Score -368541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -368544.937500 Penalty: 2720.202148
	Iteration 25Q: 3 clusters Score -368544.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -368546.562500 Penalty: 2720.202148
	Iteration 26Q: 3 clusters Score -368546.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -368549.312500 Penalty: 2720.202148
	Iteration 27Q: 3 clusters Score -368549.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -368555.093750 Penalty: 2720.202148
	Iteration 28Q: 3 clusters Score -368555.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -368561.406250 Penalty: 2720.202148
	Iteration 29Q: 3 clusters Score -368561.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -368563.656250 Penalty: 2720.202148
	Iteration 30Q: 3 clusters Score -368563.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -368567.156250 Penalty: 2720.202148
	Iteration 31Q: 3 clusters Score -368567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -368571.843750 Penalty: 2720.202148
	Iteration 32Q: 3 clusters Score -368571.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -368573.312500 Penalty: 2720.202148
	Iteration 33Q: 3 clusters Score -368573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -368574.187500 Penalty: 2720.202148
	Iteration 34Q: 3 clusters Score -368574.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -368574.937500 Penalty: 2720.202148
	Iteration 35Q: 3 clusters Score -368574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -368574.937500 Penalty: 2720.202148
	Iteration 36F: 3 clusters Score -368574.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Entering Unmasked Estep 
Score: -2029258.125000 Penalty: 1617.082520
	Iteration 0F: 2 clusters Score -2029258 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 10477 members 
Entering Unmasked Estep 
Score: -2015007.375000 Penalty: 3234.165039
	Iteration 0F: 3 clusters Score -2015007 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2020161.625000 Penalty: 3234.165039
	Iteration 1F: 3 clusters Score -2020162 nChanged 1016
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2020516 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2020866 nChanged 897
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2021227 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2021656 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2022110 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2022627 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2023279 nChanged 1145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -2024036 nChanged 1037
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2024700 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2025090 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2025262.875000 Penalty: 3234.165039
	Iteration 12Q: 3 clusters Score -2025263 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2025325.625000 Penalty: 3234.165039
	Iteration 13Q: 3 clusters Score -2025326 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2025368.750000 Penalty: 3234.165039
	Iteration 14Q: 3 clusters Score -2025369 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2025390.000000 Penalty: 3234.165039
	Iteration 15Q: 3 clusters Score -2025390 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2025402.750000 Penalty: 3234.165039
	Iteration 16Q: 3 clusters Score -2025403 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2025416.375000 Penalty: 3234.165039
	Iteration 17Q: 3 clusters Score -2025416 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2025439 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2025453.125000 Penalty: 3234.165039
	Iteration 19Q: 3 clusters Score -2025453 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2025462.500000 Penalty: 3234.165039
	Iteration 20F: 3 clusters Score -2025462 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2025478.625000 Penalty: 3234.165039
	Iteration 21Q: 3 clusters Score -2025479 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2025493.875000 Penalty: 3234.165039
	Iteration 22Q: 3 clusters Score -2025494 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2025513.250000 Penalty: 3234.165039
	Iteration 23Q: 3 clusters Score -2025513 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2025525 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2025537.625000 Penalty: 3234.165039
	Iteration 25Q: 3 clusters Score -2025538 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2025551.625000 Penalty: 3234.165039
	Iteration 26Q: 3 clusters Score -2025552 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2025563.875000 Penalty: 3234.165039
	Iteration 27Q: 3 clusters Score -2025564 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2025574.875000 Penalty: 3234.165039
	Iteration 28Q: 3 clusters Score -2025575 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2025587 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2025601 nChanged 111
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Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2025617 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2025634 nChanged 101
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Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2025648 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2025677 nChanged 141
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Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 6945 members 
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	Iteration 35Q: 3 clusters Score -2025701 nChanged 140
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Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2025733 nChanged 138
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Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2025759 nChanged 114
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Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2025781 nChanged 115
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Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2025792.625000 Penalty: 3234.165039
	Iteration 39Q: 3 clusters Score -2025793 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2025805.625000 Penalty: 3234.165039
	Iteration 40F: 3 clusters Score -2025806 nChanged 95
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Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2025824 nChanged 96
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Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2025841.000000 Penalty: 3234.165039
	Iteration 42Q: 3 clusters Score -2025841 nChanged 112
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Mstep: Class 1 contains 14875 members 
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	Iteration 43Q: 3 clusters Score -2025850 nChanged 129
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Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2025879 nChanged 129
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Mstep: Class 1 contains 15115 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2025908 nChanged 153
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Mstep: Class 1 contains 15264 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2025947 nChanged 164
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Mstep: Class 1 contains 15424 members 
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	Iteration 47Q: 3 clusters Score -2025990 nChanged 181
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Mstep: Class 1 contains 15603 members 
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	Iteration 48Q: 3 clusters Score -2026038 nChanged 190
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Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2026094 nChanged 192
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Mstep: Class 1 contains 15967 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2026146 nChanged 195
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Mstep: Class 1 contains 16158 members 
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	Iteration 51Q: 3 clusters Score -2026211 nChanged 200
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Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 4629 members 
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	Iteration 52Q: 3 clusters Score -2026287 nChanged 201
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Mstep: Class 1 contains 16541 members 
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	Iteration 53Q: 3 clusters Score -2026354 nChanged 211
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Mstep: Class 1 contains 16744 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2026408 nChanged 167
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Mstep: Class 1 contains 16903 members 
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	Iteration 55Q: 3 clusters Score -2026458 nChanged 174
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Mstep: Class 1 contains 17067 members 
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	Iteration 56Q: 3 clusters Score -2026511 nChanged 167
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Mstep: Class 1 contains 17226 members 
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	Iteration 57Q: 3 clusters Score -2026550 nChanged 154
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Mstep: Class 1 contains 17376 members 
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	Iteration 58Q: 3 clusters Score -2026591 nChanged 149
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Mstep: Class 1 contains 17521 members 
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	Iteration 59Q: 3 clusters Score -2026636 nChanged 140
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Mstep: Class 1 contains 17657 members 
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Entering Unmasked Estep 
Score: -2026672.250000 Penalty: 3234.165039
	Iteration 60F: 3 clusters Score -2026672 nChanged 137
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Mstep: Class 1 contains 17790 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2026707 nChanged 135
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Mstep: Class 1 contains 17919 members 
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	Iteration 62Q: 3 clusters Score -2026755 nChanged 143
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Mstep: Class 1 contains 18062 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2026792 nChanged 169
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Mstep: Class 1 contains 18231 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2026854 nChanged 163
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Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2026923 nChanged 176
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Mstep: Class 1 contains 18568 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2026990 nChanged 170
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Mstep: Class 1 contains 18736 members 
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Entering Unmasked Estep 
Score: -2027054.000000 Penalty: 3234.165039
	Iteration 67Q: 3 clusters Score -2027054 nChanged 150
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Mstep: Class 1 contains 18884 members 
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Entering Unmasked Estep 
Score: -2027116.750000 Penalty: 3234.165039
	Iteration 68Q: 3 clusters Score -2027117 nChanged 158
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Entering Unmasked Estep 
Score: -2027188.750000 Penalty: 3234.165039
	Iteration 69Q: 3 clusters Score -2027189 nChanged 160
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Entering Unmasked Estep 
Score: -2027261.000000 Penalty: 3234.165039
	Iteration 70Q: 3 clusters Score -2027261 nChanged 151
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Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2027320.000000 Penalty: 3234.165039
	Iteration 71Q: 3 clusters Score -2027320 nChanged 131
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Mstep: Class 1 contains 19480 members 
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Entering Unmasked Estep 
Score: -2027380.625000 Penalty: 3234.165039
	Iteration 72Q: 3 clusters Score -2027381 nChanged 112
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Mstep: Class 1 contains 19588 members 
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	Iteration 73Q: 3 clusters Score -2027429 nChanged 99
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Mstep: Class 1 contains 19685 members 
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	Iteration 74Q: 3 clusters Score -2027467 nChanged 84
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Mstep: Class 1 contains 19769 members 
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	Iteration 75Q: 3 clusters Score -2027504 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1125 members 
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	Iteration 76Q: 3 clusters Score -2027536 nChanged 71
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Mstep: Class 1 contains 19923 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2027564 nChanged 60
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Mstep: Class 1 contains 19979 members 
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	Iteration 78Q: 3 clusters Score -2027589 nChanged 61
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Mstep: Class 1 contains 20038 members 
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	Iteration 79Q: 3 clusters Score -2027612 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
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	Iteration 80F: 3 clusters Score -2027654 nChanged 60
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Mstep: Class 1 contains 20157 members 
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	Iteration 81Q: 3 clusters Score -2027687 nChanged 59
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Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2027726 nChanged 44
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Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2027751.000000 Penalty: 3234.165039
	Iteration 83Q: 3 clusters Score -2027751 nChanged 47
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Mstep: Class 1 contains 20297 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2027779 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2027796 nChanged 27
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Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2027812 nChanged 19
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Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2027819 nChanged 16
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Mstep: Class 1 contains 20383 members 
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	Iteration 88Q: 3 clusters Score -2027828 nChanged 16
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Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2027838.875000 Penalty: 3234.165039
	Iteration 89Q: 3 clusters Score -2027839 nChanged 17
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Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2027850 nChanged 14
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Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2027859.000000 Penalty: 3234.165039
	Iteration 91Q: 3 clusters Score -2027859 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2027862 nChanged 7
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Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2027862 nChanged 6
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Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2027866.750000 Penalty: 3234.165039
	Iteration 94Q: 3 clusters Score -2027867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2027870.250000 Penalty: 3234.165039
	Iteration 95Q: 3 clusters Score -2027870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2027872.875000 Penalty: 3234.165039
	Iteration 96Q: 3 clusters Score -2027873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2027875.125000 Penalty: 3234.165039
	Iteration 97Q: 3 clusters Score -2027875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2027876.375000 Penalty: 3234.165039
	Iteration 98Q: 3 clusters Score -2027876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2027874.625000 Penalty: 3234.165039
	Iteration 99Q: 3 clusters Score -2027875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2027875.750000 Penalty: 3234.165039
	Iteration 100F: 3 clusters Score -2027876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2027878.750000 Penalty: 3234.165039
	Iteration 101Q: 3 clusters Score -2027879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2027880.500000 Penalty: 3234.165039
	Iteration 102Q: 3 clusters Score -2027880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2027883.125000 Penalty: 3234.165039
	Iteration 103Q: 3 clusters Score -2027883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2027884.375000 Penalty: 3234.165039
	Iteration 104Q: 3 clusters Score -2027884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2027885.625000 Penalty: 3234.165039
	Iteration 105Q: 3 clusters Score -2027886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2027886.250000 Penalty: 3234.165039
	Iteration 106Q: 3 clusters Score -2027886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2027889.125000 Penalty: 3234.165039
	Iteration 107Q: 3 clusters Score -2027889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2027894.125000 Penalty: 3234.165039
	Iteration 108Q: 3 clusters Score -2027894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2027894.125000 Penalty: 3234.165039
	Iteration 109Q: 3 clusters Score -2027894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2027901.250000 Penalty: 3234.165039
	Iteration 110Q: 3 clusters Score -2027901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2027906.875000 Penalty: 3234.165039
	Iteration 111Q: 3 clusters Score -2027907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2027907.750000 Penalty: 3234.165039
	Iteration 112Q: 3 clusters Score -2027908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2027908.750000 Penalty: 3234.165039
	Iteration 113Q: 3 clusters Score -2027909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2027912.625000 Penalty: 3234.165039
	Iteration 114Q: 3 clusters Score -2027913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2027910.750000 Penalty: 3234.165039
	Iteration 115Q: 3 clusters Score -2027911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2027910.500000 Penalty: 3234.165039
	Iteration 116Q: 3 clusters Score -2027910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2027912.625000 Penalty: 3234.165039
	Iteration 117Q: 3 clusters Score -2027913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2027918.000000 Penalty: 3234.165039
	Iteration 118Q: 3 clusters Score -2027918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2027924.375000 Penalty: 3234.165039
	Iteration 119Q: 3 clusters Score -2027924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2027921.875000 Penalty: 3234.165039
	Iteration 120F: 3 clusters Score -2027922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2027923.250000 Penalty: 3234.165039
	Iteration 121Q: 3 clusters Score -2027923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2027925.625000 Penalty: 3234.165039
	Iteration 122Q: 3 clusters Score -2027926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2027927.250000 Penalty: 3234.165039
	Iteration 123Q: 3 clusters Score -2027927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2027929.625000 Penalty: 3234.165039
	Iteration 124Q: 3 clusters Score -2027930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2027930.750000 Penalty: 3234.165039
	Iteration 125Q: 3 clusters Score -2027931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2027930.500000 Penalty: 3234.165039
	Iteration 126Q: 3 clusters Score -2027930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2027934.375000 Penalty: 3234.165039
	Iteration 127Q: 3 clusters Score -2027934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2027934.375000 Penalty: 3234.165039
	Iteration 128F: 3 clusters Score -2027934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Entering Unmasked Estep 
Score: -1771690.125000 Penalty: 1599.952026
	Iteration 0F: 2 clusters Score -1771690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1758839.375000 Penalty: 3199.904053
	Iteration 0F: 3 clusters Score -1758839 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1763516.500000 Penalty: 3199.904053
	Iteration 1F: 3 clusters Score -1763516 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1763859.000000 Penalty: 3199.904053
	Iteration 2F: 3 clusters Score -1763859 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1764184.750000 Penalty: 3199.904053
	Iteration 3Q: 3 clusters Score -1764185 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1764547.375000 Penalty: 3199.904053
	Iteration 4Q: 3 clusters Score -1764547 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1765013.375000 Penalty: 3199.904053
	Iteration 5Q: 3 clusters Score -1765013 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1765601.250000 Penalty: 3199.904053
	Iteration 6F: 3 clusters Score -1765601 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1766268.500000 Penalty: 3199.904053
	Iteration 7F: 3 clusters Score -1766268 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1767006.250000 Penalty: 3199.904053
	Iteration 8F: 3 clusters Score -1767006 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1767742.375000 Penalty: 3199.904053
	Iteration 9F: 3 clusters Score -1767742 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1768272.875000 Penalty: 3199.904053
	Iteration 10Q: 3 clusters Score -1768273 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1768652.250000 Penalty: 3199.904053
	Iteration 11Q: 3 clusters Score -1768652 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1768933.125000 Penalty: 3199.904053
	Iteration 12Q: 3 clusters Score -1768933 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1769171.500000 Penalty: 3199.904053
	Iteration 13Q: 3 clusters Score -1769172 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1769411.125000 Penalty: 3199.904053
	Iteration 14Q: 3 clusters Score -1769411 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1769609.750000 Penalty: 3199.904053
	Iteration 15Q: 3 clusters Score -1769610 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1769792.250000 Penalty: 3199.904053
	Iteration 16Q: 3 clusters Score -1769792 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1769933.750000 Penalty: 3199.904053
	Iteration 17Q: 3 clusters Score -1769934 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1770034.000000 Penalty: 3199.904053
	Iteration 18Q: 3 clusters Score -1770034 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1770101.750000 Penalty: 3199.904053
	Iteration 19Q: 3 clusters Score -1770102 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1770135.125000 Penalty: 3199.904053
	Iteration 20F: 3 clusters Score -1770135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1770155.750000 Penalty: 3199.904053
	Iteration 21Q: 3 clusters Score -1770156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1770163.000000 Penalty: 3199.904053
	Iteration 22Q: 3 clusters Score -1770163 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1770174.500000 Penalty: 3199.904053
	Iteration 23Q: 3 clusters Score -1770174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1770191.125000 Penalty: 3199.904053
	Iteration 24Q: 3 clusters Score -1770191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1770211.750000 Penalty: 3199.904053
	Iteration 25Q: 3 clusters Score -1770212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1770219.250000 Penalty: 3199.904053
	Iteration 26Q: 3 clusters Score -1770219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1770234.250000 Penalty: 3199.904053
	Iteration 27Q: 3 clusters Score -1770234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1770235.500000 Penalty: 3199.904053
	Iteration 28Q: 3 clusters Score -1770236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1770241.125000 Penalty: 3199.904053
	Iteration 29Q: 3 clusters Score -1770241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1770246.125000 Penalty: 3199.904053
	Iteration 30Q: 3 clusters Score -1770246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1770247.875000 Penalty: 3199.904053
	Iteration 31Q: 3 clusters Score -1770248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1770252.875000 Penalty: 3199.904053
	Iteration 32Q: 3 clusters Score -1770253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1770257.750000 Penalty: 3199.904053
	Iteration 33Q: 3 clusters Score -1770258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1770264.750000 Penalty: 3199.904053
	Iteration 34Q: 3 clusters Score -1770265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1770265.375000 Penalty: 3199.904053
	Iteration 35Q: 3 clusters Score -1770265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1770267.000000 Penalty: 3199.904053
	Iteration 36Q: 3 clusters Score -1770267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1770271.750000 Penalty: 3199.904053
	Iteration 37Q: 3 clusters Score -1770272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1770282.750000 Penalty: 3199.904053
	Iteration 38Q: 3 clusters Score -1770283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1770294.500000 Penalty: 3199.904053
	Iteration 39Q: 3 clusters Score -1770294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1770297.375000 Penalty: 3199.904053
	Iteration 40F: 3 clusters Score -1770297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1770294.875000 Penalty: 3199.904053
	Iteration 41Q: 3 clusters Score -1770295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1770303.000000 Penalty: 3199.904053
	Iteration 42Q: 3 clusters Score -1770303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1770305.250000 Penalty: 3199.904053
	Iteration 43Q: 3 clusters Score -1770305 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1770318.500000 Penalty: 3199.904053
	Iteration 44Q: 3 clusters Score -1770318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1770323.375000 Penalty: 3199.904053
	Iteration 45Q: 3 clusters Score -1770323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1770332.625000 Penalty: 3199.904053
	Iteration 46Q: 3 clusters Score -1770333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1770343.750000 Penalty: 3199.904053
	Iteration 47Q: 3 clusters Score -1770344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1770346.375000 Penalty: 3199.904053
	Iteration 48Q: 3 clusters Score -1770346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1770347.750000 Penalty: 3199.904053
	Iteration 49Q: 3 clusters Score -1770348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1770354.875000 Penalty: 3199.904053
	Iteration 50Q: 3 clusters Score -1770355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1770361.125000 Penalty: 3199.904053
	Iteration 51Q: 3 clusters Score -1770361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1770361.750000 Penalty: 3199.904053
	Iteration 52Q: 3 clusters Score -1770362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1770367.125000 Penalty: 3199.904053
	Iteration 53Q: 3 clusters Score -1770367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1770366.625000 Penalty: 3199.904053
	Iteration 54Q: 3 clusters Score -1770367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1770368.750000 Penalty: 3199.904053
	Iteration 55Q: 3 clusters Score -1770369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1770369.250000 Penalty: 3199.904053
	Iteration 56Q: 3 clusters Score -1770369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1770369.125000 Penalty: 3199.904053
	Iteration 57Q: 3 clusters Score -1770369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1770369.000000 Penalty: 3199.904053
	Iteration 58Q: 3 clusters Score -1770369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1770370.375000 Penalty: 3199.904053
	Iteration 59Q: 3 clusters Score -1770370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1770372.625000 Penalty: 3199.904053
	Iteration 60F: 3 clusters Score -1770373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1770373.625000 Penalty: 3199.904053
	Iteration 61Q: 3 clusters Score -1770374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1770373.625000 Penalty: 3199.904053
	Iteration 62Q: 3 clusters Score -1770374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1770377.375000 Penalty: 3199.904053
	Iteration 63Q: 3 clusters Score -1770377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1770373.625000 Penalty: 3199.904053
	Iteration 64Q: 3 clusters Score -1770374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1770372.750000 Penalty: 3199.904053
	Iteration 65Q: 3 clusters Score -1770373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1770377.625000 Penalty: 3199.904053
	Iteration 66Q: 3 clusters Score -1770378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1770379.000000 Penalty: 3199.904053
	Iteration 67Q: 3 clusters Score -1770379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1770381.375000 Penalty: 3199.904053
	Iteration 68Q: 3 clusters Score -1770381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1770383.750000 Penalty: 3199.904053
	Iteration 69Q: 3 clusters Score -1770384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1770381.000000 Penalty: 3199.904053
	Iteration 70Q: 3 clusters Score -1770381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1770383.250000 Penalty: 3199.904053
	Iteration 71Q: 3 clusters Score -1770383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1770380.500000 Penalty: 3199.904053
	Iteration 72Q: 3 clusters Score -1770380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1770380.750000 Penalty: 3199.904053
	Iteration 73Q: 3 clusters Score -1770381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1770382.500000 Penalty: 3199.904053
	Iteration 74Q: 3 clusters Score -1770382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1770382.125000 Penalty: 3199.904053
	Iteration 75Q: 3 clusters Score -1770382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1770381.500000 Penalty: 3199.904053
	Iteration 76Q: 3 clusters Score -1770382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1770382.250000 Penalty: 3199.904053
	Iteration 77Q: 3 clusters Score -1770382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1770386.500000 Penalty: 3199.904053
	Iteration 78Q: 3 clusters Score -1770386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1770387.625000 Penalty: 3199.904053
	Iteration 79Q: 3 clusters Score -1770388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1770388.750000 Penalty: 3199.904053
	Iteration 80F: 3 clusters Score -1770389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1770387.000000 Penalty: 3199.904053
	Iteration 81Q: 3 clusters Score -1770387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1770389.125000 Penalty: 3199.904053
	Iteration 82Q: 3 clusters Score -1770389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1770389.500000 Penalty: 3199.904053
	Iteration 83Q: 3 clusters Score -1770390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1770386.875000 Penalty: 3199.904053
	Iteration 84Q: 3 clusters Score -1770387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1770386.125000 Penalty: 3199.904053
	Iteration 85Q: 3 clusters Score -1770386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1770388.250000 Penalty: 3199.904053
	Iteration 86Q: 3 clusters Score -1770388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1770388.625000 Penalty: 3199.904053
	Iteration 87Q: 3 clusters Score -1770389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1770386.875000 Penalty: 3199.904053
	Iteration 88Q: 3 clusters Score -1770387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1770392.500000 Penalty: 3199.904053
	Iteration 89Q: 3 clusters Score -1770392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1770395.875000 Penalty: 3199.904053
	Iteration 90Q: 3 clusters Score -1770396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1770394.625000 Penalty: 3199.904053
	Iteration 91Q: 3 clusters Score -1770395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1770395.125000 Penalty: 3199.904053
	Iteration 92Q: 3 clusters Score -1770395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1770396.250000 Penalty: 3199.904053
	Iteration 93Q: 3 clusters Score -1770396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1770396.375000 Penalty: 3199.904053
	Iteration 94Q: 3 clusters Score -1770396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1770396.875000 Penalty: 3199.904053
	Iteration 95Q: 3 clusters Score -1770397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1770396.875000 Penalty: 3199.904053
	Iteration 96F: 3 clusters Score -1770397 nChanged 0
--- Evaluating fit on full set of 1442918 points ---
Entering Unmasked Estep 
Score: -134571472.000000 Penalty: 57615.101562
23->26 Clusters: Score -134571472.000000, best is -134580384.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 480972 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 21058 members 
Mstep: Class 3 contains 20858 members 
Mstep: Class 4 contains 20888 members 
Mstep: Class 5 contains 20960 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 20940 members 
Mstep: Class 8 contains 20882 members 
Mstep: Class 9 contains 20857 members 
Mstep: Class 10 contains 20753 members 
Mstep: Class 11 contains 21068 members 
Mstep: Class 12 contains 20904 members 
Mstep: Class 13 contains 20992 members 
Mstep: Class 14 contains 20950 members 
Mstep: Class 15 contains 20646 members 
Mstep: Class 16 contains 20779 members 
Mstep: Class 17 contains 20895 members 
Mstep: Class 18 contains 21192 members 
Mstep: Class 19 contains 20882 members 
Mstep: Class 20 contains 21223 members 
Mstep: Class 21 contains 20908 members 
Mstep: Class 22 contains 20930 members 
Mstep: Class 23 contains 20784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 406.517090 but Gain 2126.082031
Score: -42384328.000000 Penalty: 46773.742188
Iteration 0F: 23 clusters Score -4.238433e+07 nChanged 456621
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 15765 members 
Mstep: Class 3 contains 33671 members 
Mstep: Class 4 contains 17675 members 
Mstep: Class 5 contains 19447 members 
Mstep: Class 6 contains 18226 members 
Mstep: Class 7 contains 19654 members 
Mstep: Class 8 contains 11164 members 
Mstep: Class 9 contains 18804 members 
Mstep: Class 10 contains 40693 members 
Mstep: Class 11 contains 14075 members 
Mstep: Class 13 contains 48159 members 
Mstep: Class 14 contains 13540 members 
Mstep: Class 15 contains 14411 members 
Mstep: Class 16 contains 37995 members 
Mstep: Class 17 contains 23837 members 
Mstep: Class 18 contains 25337 members 
Mstep: Class 19 contains 15176 members 
Mstep: Class 20 contains 13472 members 
Mstep: Class 21 contains 13281 members 
Mstep: Class 22 contains 23125 members 
Mstep: Class 23 contains 14832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43688516.000000 Penalty: 46773.742188
Iteration 1F: 23 clusters Score -4.368852e+07 nChanged 174071
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 36759 members 
Mstep: Class 4 contains 14913 members 
Mstep: Class 5 contains 22054 members 
Mstep: Class 6 contains 18961 members 
Mstep: Class 7 contains 17909 members 
Mstep: Class 8 contains 9677 members 
Mstep: Class 9 contains 13822 members 
Mstep: Class 10 contains 42761 members 
Mstep: Class 11 contains 14569 members 
Mstep: Class 13 contains 66406 members 
Mstep: Class 14 contains 9964 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 34306 members 
Mstep: Class 17 contains 28503 members 
Mstep: Class 18 contains 20483 members 
Mstep: Class 19 contains 10850 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 14461 members 
Mstep: Class 22 contains 19248 members 
Mstep: Class 23 contains 9870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44029880.000000 Penalty: 46773.742188
Iteration 2F: 23 clusters Score -4.402988e+07 nChanged 129904
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 8583 members 
Mstep: Class 3 contains 32044 members 
Mstep: Class 4 contains 13128 members 
Mstep: Class 5 contains 29745 members 
Mstep: Class 6 contains 18951 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 6563 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 50312 members 
Mstep: Class 11 contains 16536 members 
Mstep: Class 13 contains 74538 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 16432 members 
Mstep: Class 16 contains 28016 members 
Mstep: Class 17 contains 40874 members 
Mstep: Class 18 contains 14806 members 
Mstep: Class 19 contains 7232 members 
Mstep: Class 20 contains 9664 members 
Mstep: Class 21 contains 13769 members 
Mstep: Class 22 contains 15293 members 
Mstep: Class 23 contains 6752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44244944.000000 Penalty: 46773.742188
Iteration 3F: 23 clusters Score -4.424494e+07 nChanged 102154
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 7141 members 
Mstep: Class 3 contains 23154 members 
Mstep: Class 4 contains 11578 members 
Mstep: Class 5 contains 38130 members 
Mstep: Class 6 contains 18211 members 
Mstep: Class 7 contains 12089 members 
Mstep: Class 8 contains 3500 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 55028 members 
Mstep: Class 11 contains 20450 members 
Mstep: Class 13 contains 73523 members 
Mstep: Class 14 contains 4134 members 
Mstep: Class 15 contains 19628 members 
Mstep: Class 16 contains 23928 members 
Mstep: Class 17 contains 57281 members 
Mstep: Class 18 contains 11173 members 
Mstep: Class 19 contains 5578 members 
Mstep: Class 20 contains 9576 members 
Mstep: Class 21 contains 11421 members 
Mstep: Class 22 contains 10944 members 
Mstep: Class 23 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1819.134399 but Gain 2126.078125
Score: -44387256.000000 Penalty: 44647.664062
Iteration 4F: 22 clusters Score -4.438726e+07 nChanged 79936
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 15769 members 
Mstep: Class 4 contains 12406 members 
Mstep: Class 5 contains 43446 members 
Mstep: Class 6 contains 17703 members 
Mstep: Class 7 contains 9319 members 
Mstep: Class 9 contains 4465 members 
Mstep: Class 10 contains 54135 members 
Mstep: Class 11 contains 25886 members 
Mstep: Class 13 contains 67423 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 20601 members 
Mstep: Class 16 contains 23847 members 
Mstep: Class 17 contains 71288 members 
Mstep: Class 18 contains 9944 members 
Mstep: Class 19 contains 4767 members 
Mstep: Class 20 contains 10003 members 
Mstep: Class 21 contains 8781 members 
Mstep: Class 22 contains 7568 members 
Mstep: Class 23 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44487208.000000 Penalty: 44647.664062
Iteration 5F: 22 clusters Score -4.448721e+07 nChanged 62463
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 7533 members 
Mstep: Class 3 contains 11242 members 
Mstep: Class 4 contains 14250 members 
Mstep: Class 5 contains 47103 members 
Mstep: Class 6 contains 17843 members 
Mstep: Class 7 contains 6854 members 
Mstep: Class 9 contains 4144 members 
Mstep: Class 10 contains 51431 members 
Mstep: Class 11 contains 30219 members 
Mstep: Class 13 contains 60814 members 
Mstep: Class 14 contains 2394 members 
Mstep: Class 15 contains 20273 members 
Mstep: Class 16 contains 24246 members 
Mstep: Class 17 contains 81520 members 
Mstep: Class 18 contains 9035 members 
Mstep: Class 19 contains 4290 members 
Mstep: Class 20 contains 10315 members 
Mstep: Class 21 contains 6993 members 
Mstep: Class 22 contains 5866 members 
Mstep: Class 23 contains 2340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1662.405029 but Gain 2126.078125
Score: -44564276.000000 Penalty: 42521.585938
Iteration 6F: 21 clusters Score -4.456428e+07 nChanged 51625
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 8485 members 
Mstep: Class 3 contains 10408 members 
Mstep: Class 4 contains 15539 members 
Mstep: Class 5 contains 49735 members 
Mstep: Class 6 contains 17929 members 
Mstep: Class 7 contains 5385 members 
Mstep: Class 9 contains 4160 members 
Mstep: Class 10 contains 48257 members 
Mstep: Class 11 contains 32456 members 
Mstep: Class 13 contains 60125 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 15 contains 19050 members 
Mstep: Class 16 contains 24005 members 
Mstep: Class 17 contains 88844 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 3999 members 
Mstep: Class 20 contains 10586 members 
Mstep: Class 21 contains 6509 members 
Mstep: Class 22 contains 4689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1964.527710 but Gain 2126.078125
Score: -44628168.000000 Penalty: 40395.507812
Iteration 7F: 20 clusters Score -4.462817e+07 nChanged 45307
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 9901 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 4 contains 16853 members 
Mstep: Class 5 contains 50805 members 
Mstep: Class 6 contains 17860 members 
Mstep: Class 7 contains 4793 members 
Mstep: Class 9 contains 4276 members 
Mstep: Class 10 contains 44983 members 
Mstep: Class 11 contains 32760 members 
Mstep: Class 13 contains 65856 members 
Mstep: Class 15 contains 16551 members 
Mstep: Class 16 contains 23302 members 
Mstep: Class 17 contains 94435 members 
Mstep: Class 18 contains 7584 members 
Mstep: Class 19 contains 3757 members 
Mstep: Class 20 contains 10605 members 
Mstep: Class 21 contains 5947 members 
Mstep: Class 22 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44668396.000000 Penalty: 40395.507812
Iteration 8F: 20 clusters Score -4.46684e+07 nChanged 36475
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 11603 members 
Mstep: Class 3 contains 13138 members 
Mstep: Class 4 contains 18250 members 
Mstep: Class 5 contains 51755 members 
Mstep: Class 6 contains 17759 members 
Mstep: Class 7 contains 4301 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 41858 members 
Mstep: Class 11 contains 32791 members 
Mstep: Class 13 contains 72705 members 
Mstep: Class 15 contains 14195 members 
Mstep: Class 16 contains 22457 members 
Mstep: Class 17 contains 97242 members 
Mstep: Class 18 contains 7187 members 
Mstep: Class 19 contains 3634 members 
Mstep: Class 20 contains 10439 members 
Mstep: Class 21 contains 5366 members 
Mstep: Class 22 contains 3261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44695548.000000 Penalty: 40395.507812
Iteration 9F: 20 clusters Score -4.469555e+07 nChanged 29662
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 13307 members 
Mstep: Class 3 contains 14563 members 
Mstep: Class 4 contains 19544 members 
Mstep: Class 5 contains 52676 members 
Mstep: Class 6 contains 17643 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 39114 members 
Mstep: Class 11 contains 32782 members 
Mstep: Class 13 contains 79329 members 
Mstep: Class 15 contains 12702 members 
Mstep: Class 16 contains 21700 members 
Mstep: Class 17 contains 98547 members 
Mstep: Class 18 contains 6998 members 
Mstep: Class 19 contains 3608 members 
Mstep: Class 20 contains 10291 members 
Mstep: Class 21 contains 4944 members 
Mstep: Class 22 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44716280.000000 Penalty: 40395.507812
Iteration 10F: 20 clusters Score -4.471628e+07 nChanged 24317
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 14762 members 
Mstep: Class 3 contains 15845 members 
Mstep: Class 4 contains 20663 members 
Mstep: Class 5 contains 53495 members 
Mstep: Class 6 contains 17567 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 9 contains 4512 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 32617 members 
Mstep: Class 13 contains 85485 members 
Mstep: Class 15 contains 12105 members 
Mstep: Class 16 contains 21046 members 
Mstep: Class 17 contains 98689 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 3620 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 4669 members 
Mstep: Class 22 contains 2920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44732880.000000 Penalty: 40395.507812
Iteration 11F: 20 clusters Score -4.473288e+07 nChanged 19788
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 15815 members 
Mstep: Class 3 contains 16956 members 
Mstep: Class 4 contains 21523 members 
Mstep: Class 5 contains 54111 members 
Mstep: Class 6 contains 17521 members 
Mstep: Class 7 contains 3607 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 35153 members 
Mstep: Class 11 contains 32338 members 
Mstep: Class 13 contains 90442 members 
Mstep: Class 15 contains 11999 members 
Mstep: Class 16 contains 20465 members 
Mstep: Class 17 contains 98408 members 
Mstep: Class 18 contains 7354 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 9869 members 
Mstep: Class 21 contains 4557 members 
Mstep: Class 22 contains 2846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44746240.000000 Penalty: 40395.507812
Iteration 12Q: 20 clusters Score -4.474624e+07 nChanged 15888
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 16561 members 
Mstep: Class 3 contains 17816 members 
Mstep: Class 4 contains 22132 members 
Mstep: Class 5 contains 54304 members 
Mstep: Class 6 contains 17472 members 
Mstep: Class 7 contains 3485 members 
Mstep: Class 9 contains 4724 members 
Mstep: Class 10 contains 33744 members 
Mstep: Class 11 contains 31974 members 
Mstep: Class 13 contains 93891 members 
Mstep: Class 15 contains 12237 members 
Mstep: Class 16 contains 19954 members 
Mstep: Class 17 contains 98023 members 
Mstep: Class 18 contains 7766 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 9617 members 
Mstep: Class 21 contains 4543 members 
Mstep: Class 22 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44755864.000000 Penalty: 40395.507812
Iteration 13Q: 20 clusters Score -4.475586e+07 nChanged 12554
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 17100 members 
Mstep: Class 3 contains 18457 members 
Mstep: Class 4 contains 22546 members 
Mstep: Class 5 contains 54198 members 
Mstep: Class 6 contains 17443 members 
Mstep: Class 7 contains 3389 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 31479 members 
Mstep: Class 13 contains 96189 members 
Mstep: Class 15 contains 12539 members 
Mstep: Class 16 contains 19547 members 
Mstep: Class 17 contains 97730 members 
Mstep: Class 18 contains 8168 members 
Mstep: Class 19 contains 3967 members 
Mstep: Class 20 contains 9346 members 
Mstep: Class 21 contains 4565 members 
Mstep: Class 22 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44762608.000000 Penalty: 40395.507812
Iteration 14Q: 20 clusters Score -4.476261e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 17493 members 
Mstep: Class 3 contains 18908 members 
Mstep: Class 4 contains 22849 members 
Mstep: Class 5 contains 53875 members 
Mstep: Class 6 contains 17424 members 
Mstep: Class 7 contains 3348 members 
Mstep: Class 9 contains 4970 members 
Mstep: Class 10 contains 31561 members 
Mstep: Class 11 contains 30922 members 
Mstep: Class 13 contains 97823 members 
Mstep: Class 15 contains 12912 members 
Mstep: Class 16 contains 19218 members 
Mstep: Class 17 contains 97535 members 
Mstep: Class 18 contains 8588 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 9127 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44766608.000000 Penalty: 40395.507812
Iteration 15Q: 20 clusters Score -4.476661e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 17793 members 
Mstep: Class 3 contains 19301 members 
Mstep: Class 4 contains 23080 members 
Mstep: Class 5 contains 53512 members 
Mstep: Class 6 contains 17393 members 
Mstep: Class 7 contains 3327 members 
Mstep: Class 9 contains 5135 members 
Mstep: Class 10 contains 30591 members 
Mstep: Class 11 contains 30377 members 
Mstep: Class 13 contains 99078 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 18923 members 
Mstep: Class 17 contains 97433 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 8894 members 
Mstep: Class 21 contains 4676 members 
Mstep: Class 22 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44769152.000000 Penalty: 40395.507812
Iteration 16Q: 20 clusters Score -4.476915e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 17939 members 
Mstep: Class 3 contains 19611 members 
Mstep: Class 4 contains 23242 members 
Mstep: Class 5 contains 53052 members 
Mstep: Class 6 contains 17364 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 9 contains 5302 members 
Mstep: Class 10 contains 29773 members 
Mstep: Class 11 contains 29805 members 
Mstep: Class 13 contains 100161 members 
Mstep: Class 15 contains 13483 members 
Mstep: Class 16 contains 18682 members 
Mstep: Class 17 contains 97465 members 
Mstep: Class 18 contains 9352 members 
Mstep: Class 19 contains 4726 members 
Mstep: Class 20 contains 8669 members 
Mstep: Class 21 contains 4735 members 
Mstep: Class 22 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44771256.000000 Penalty: 40395.507812
Iteration 17Q: 20 clusters Score -4.477126e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 18006 members 
Mstep: Class 3 contains 19872 members 
Mstep: Class 4 contains 23367 members 
Mstep: Class 5 contains 52439 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 3347 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 29036 members 
Mstep: Class 11 contains 29202 members 
Mstep: Class 13 contains 101142 members 
Mstep: Class 15 contains 13657 members 
Mstep: Class 16 contains 18508 members 
Mstep: Class 17 contains 97697 members 
Mstep: Class 18 contains 9688 members 
Mstep: Class 19 contains 4984 members 
Mstep: Class 20 contains 8442 members 
Mstep: Class 21 contains 4791 members 
Mstep: Class 22 contains 2549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44773076.000000 Penalty: 40395.507812
Iteration 18Q: 20 clusters Score -4.477308e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 18043 members 
Mstep: Class 3 contains 20093 members 
Mstep: Class 4 contains 23451 members 
Mstep: Class 5 contains 51749 members 
Mstep: Class 6 contains 17309 members 
Mstep: Class 7 contains 3358 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 28387 members 
Mstep: Class 11 contains 28595 members 
Mstep: Class 13 contains 102029 members 
Mstep: Class 15 contains 13821 members 
Mstep: Class 16 contains 18373 members 
Mstep: Class 17 contains 97993 members 
Mstep: Class 18 contains 9999 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44775028.000000 Penalty: 40395.507812
Iteration 19Q: 20 clusters Score -4.477503e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 18085 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 23524 members 
Mstep: Class 5 contains 50988 members 
Mstep: Class 6 contains 17281 members 
Mstep: Class 7 contains 3389 members 
Mstep: Class 9 contains 5906 members 
Mstep: Class 10 contains 27819 members 
Mstep: Class 11 contains 28027 members 
Mstep: Class 13 contains 102824 members 
Mstep: Class 15 contains 13937 members 
Mstep: Class 16 contains 18268 members 
Mstep: Class 17 contains 98340 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 5370 members 
Mstep: Class 20 contains 8082 members 
Mstep: Class 21 contains 4912 members 
Mstep: Class 22 contains 2499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44776496.000000 Penalty: 40395.507812
Iteration 20F: 20 clusters Score -4.47765e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 18069 members 
Mstep: Class 3 contains 20374 members 
Mstep: Class 4 contains 23583 members 
Mstep: Class 5 contains 50076 members 
Mstep: Class 6 contains 17259 members 
Mstep: Class 7 contains 3416 members 
Mstep: Class 9 contains 6106 members 
Mstep: Class 10 contains 27267 members 
Mstep: Class 11 contains 27443 members 
Mstep: Class 13 contains 103600 members 
Mstep: Class 15 contains 14053 members 
Mstep: Class 16 contains 18180 members 
Mstep: Class 17 contains 98739 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 5575 members 
Mstep: Class 20 contains 7985 members 
Mstep: Class 21 contains 4989 members 
Mstep: Class 22 contains 2482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44777660.000000 Penalty: 40395.507812
Iteration 21Q: 20 clusters Score -4.477766e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 18010 members 
Mstep: Class 3 contains 20493 members 
Mstep: Class 4 contains 23637 members 
Mstep: Class 5 contains 49022 members 
Mstep: Class 6 contains 17256 members 
Mstep: Class 7 contains 3460 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 26737 members 
Mstep: Class 11 contains 26852 members 
Mstep: Class 13 contains 104362 members 
Mstep: Class 15 contains 14150 members 
Mstep: Class 16 contains 18116 members 
Mstep: Class 17 contains 99167 members 
Mstep: Class 18 contains 10838 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 7916 members 
Mstep: Class 21 contains 5058 members 
Mstep: Class 22 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44779320.000000 Penalty: 40395.507812
Iteration 22Q: 20 clusters Score -4.477932e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 17929 members 
Mstep: Class 3 contains 20596 members 
Mstep: Class 4 contains 23696 members 
Mstep: Class 5 contains 47865 members 
Mstep: Class 6 contains 17250 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 9 contains 6508 members 
Mstep: Class 10 contains 26261 members 
Mstep: Class 11 contains 26236 members 
Mstep: Class 13 contains 105115 members 
Mstep: Class 15 contains 14248 members 
Mstep: Class 16 contains 18065 members 
Mstep: Class 17 contains 99611 members 
Mstep: Class 18 contains 11136 members 
Mstep: Class 19 contains 5868 members 
Mstep: Class 20 contains 7850 members 
Mstep: Class 21 contains 5111 members 
Mstep: Class 22 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44780416.000000 Penalty: 40395.507812
Iteration 23Q: 20 clusters Score -4.478042e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 17875 members 
Mstep: Class 3 contains 20705 members 
Mstep: Class 4 contains 23748 members 
Mstep: Class 5 contains 46674 members 
Mstep: Class 6 contains 17235 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 9 contains 6667 members 
Mstep: Class 10 contains 25782 members 
Mstep: Class 11 contains 25580 members 
Mstep: Class 13 contains 105876 members 
Mstep: Class 15 contains 14350 members 
Mstep: Class 16 contains 18040 members 
Mstep: Class 17 contains 100034 members 
Mstep: Class 18 contains 11436 members 
Mstep: Class 19 contains 5988 members 
Mstep: Class 20 contains 7786 members 
Mstep: Class 21 contains 5163 members 
Mstep: Class 22 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44781364.000000 Penalty: 40395.507812
Iteration 24Q: 20 clusters Score -4.478136e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 17834 members 
Mstep: Class 3 contains 20804 members 
Mstep: Class 4 contains 23807 members 
Mstep: Class 5 contains 45453 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 9 contains 6788 members 
Mstep: Class 10 contains 25314 members 
Mstep: Class 11 contains 24904 members 
Mstep: Class 13 contains 106614 members 
Mstep: Class 15 contains 14462 members 
Mstep: Class 16 contains 18002 members 
Mstep: Class 17 contains 100374 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 6091 members 
Mstep: Class 20 contains 7731 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44781900.000000 Penalty: 40395.507812
Iteration 25Q: 20 clusters Score -4.47819e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 17819 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 23855 members 
Mstep: Class 5 contains 44223 members 
Mstep: Class 6 contains 17212 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 9 contains 6873 members 
Mstep: Class 10 contains 24895 members 
Mstep: Class 11 contains 24221 members 
Mstep: Class 13 contains 107338 members 
Mstep: Class 15 contains 14563 members 
Mstep: Class 16 contains 17991 members 
Mstep: Class 17 contains 100705 members 
Mstep: Class 18 contains 12083 members 
Mstep: Class 19 contains 6180 members 
Mstep: Class 20 contains 7684 members 
Mstep: Class 21 contains 5270 members 
Mstep: Class 22 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44782600.000000 Penalty: 40395.507812
Iteration 26Q: 20 clusters Score -4.47826e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 17782 members 
Mstep: Class 3 contains 20927 members 
Mstep: Class 4 contains 23884 members 
Mstep: Class 5 contains 43072 members 
Mstep: Class 6 contains 17195 members 
Mstep: Class 7 contains 3709 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 24546 members 
Mstep: Class 11 contains 23510 members 
Mstep: Class 13 contains 108085 members 
Mstep: Class 15 contains 14676 members 
Mstep: Class 16 contains 17966 members 
Mstep: Class 17 contains 101045 members 
Mstep: Class 18 contains 12375 members 
Mstep: Class 19 contains 6241 members 
Mstep: Class 20 contains 7643 members 
Mstep: Class 21 contains 5313 members 
Mstep: Class 22 contains 2416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44783296.000000 Penalty: 40395.507812
Iteration 27Q: 20 clusters Score -4.47833e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 17718 members 
Mstep: Class 3 contains 20961 members 
Mstep: Class 4 contains 23913 members 
Mstep: Class 5 contains 41964 members 
Mstep: Class 6 contains 17170 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 9 contains 6972 members 
Mstep: Class 10 contains 24181 members 
Mstep: Class 11 contains 22767 members 
Mstep: Class 13 contains 108852 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 101355 members 
Mstep: Class 18 contains 12701 members 
Mstep: Class 19 contains 6304 members 
Mstep: Class 20 contains 7618 members 
Mstep: Class 21 contains 5362 members 
Mstep: Class 22 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44784100.000000 Penalty: 40395.507812
Iteration 28Q: 20 clusters Score -4.47841e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 17663 members 
Mstep: Class 3 contains 20968 members 
Mstep: Class 4 contains 23942 members 
Mstep: Class 5 contains 40908 members 
Mstep: Class 6 contains 17140 members 
Mstep: Class 7 contains 3792 members 
Mstep: Class 9 contains 7008 members 
Mstep: Class 10 contains 23815 members 
Mstep: Class 11 contains 21980 members 
Mstep: Class 13 contains 109664 members 
Mstep: Class 15 contains 14887 members 
Mstep: Class 16 contains 17919 members 
Mstep: Class 17 contains 101662 members 
Mstep: Class 18 contains 13038 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 7603 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44784840.000000 Penalty: 40395.507812
Iteration 29Q: 20 clusters Score -4.478484e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 17604 members 
Mstep: Class 3 contains 20976 members 
Mstep: Class 4 contains 23975 members 
Mstep: Class 5 contains 39819 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 7 contains 3831 members 
Mstep: Class 9 contains 7052 members 
Mstep: Class 10 contains 23435 members 
Mstep: Class 11 contains 21182 members 
Mstep: Class 13 contains 110490 members 
Mstep: Class 15 contains 15020 members 
Mstep: Class 16 contains 17917 members 
Mstep: Class 17 contains 101953 members 
Mstep: Class 18 contains 13389 members 
Mstep: Class 19 contains 6386 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 5442 members 
Mstep: Class 22 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44785440.000000 Penalty: 40395.507812
Iteration 30Q: 20 clusters Score -4.478544e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 17555 members 
Mstep: Class 3 contains 20981 members 
Mstep: Class 4 contains 24003 members 
Mstep: Class 5 contains 38760 members 
Mstep: Class 6 contains 17074 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 23063 members 
Mstep: Class 11 contains 20368 members 
Mstep: Class 13 contains 111328 members 
Mstep: Class 15 contains 15131 members 
Mstep: Class 16 contains 17888 members 
Mstep: Class 17 contains 102239 members 
Mstep: Class 18 contains 13772 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 7574 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44786032.000000 Penalty: 40395.507812
Iteration 31Q: 20 clusters Score -4.478603e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 20981 members 
Mstep: Class 4 contains 24038 members 
Mstep: Class 5 contains 37779 members 
Mstep: Class 6 contains 17021 members 
Mstep: Class 7 contains 3886 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 22711 members 
Mstep: Class 11 contains 19585 members 
Mstep: Class 13 contains 112163 members 
Mstep: Class 15 contains 15237 members 
Mstep: Class 16 contains 17884 members 
Mstep: Class 17 contains 102482 members 
Mstep: Class 18 contains 14104 members 
Mstep: Class 19 contains 6444 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 2381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44786556.000000 Penalty: 40395.507812
Iteration 32Q: 20 clusters Score -4.478656e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 17415 members 
Mstep: Class 3 contains 20994 members 
Mstep: Class 4 contains 24064 members 
Mstep: Class 5 contains 36841 members 
Mstep: Class 6 contains 16967 members 
Mstep: Class 7 contains 3907 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 10 contains 22352 members 
Mstep: Class 11 contains 18803 members 
Mstep: Class 13 contains 112993 members 
Mstep: Class 15 contains 15323 members 
Mstep: Class 16 contains 17903 members 
Mstep: Class 17 contains 102747 members 
Mstep: Class 18 contains 14448 members 
Mstep: Class 19 contains 6452 members 
Mstep: Class 20 contains 7551 members 
Mstep: Class 21 contains 5547 members 
Mstep: Class 22 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44787152.000000 Penalty: 40395.507812
Iteration 33Q: 20 clusters Score -4.478715e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 17329 members 
Mstep: Class 3 contains 20990 members 
Mstep: Class 4 contains 24076 members 
Mstep: Class 5 contains 35984 members 
Mstep: Class 6 contains 16919 members 
Mstep: Class 7 contains 3938 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 21980 members 
Mstep: Class 11 contains 18072 members 
Mstep: Class 13 contains 113765 members 
Mstep: Class 15 contains 15390 members 
Mstep: Class 16 contains 17936 members 
Mstep: Class 17 contains 102956 members 
Mstep: Class 18 contains 14821 members 
Mstep: Class 19 contains 6470 members 
Mstep: Class 20 contains 7540 members 
Mstep: Class 21 contains 5581 members 
Mstep: Class 22 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44787696.000000 Penalty: 40395.507812
Iteration 34Q: 20 clusters Score -4.47877e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 17217 members 
Mstep: Class 3 contains 20969 members 
Mstep: Class 4 contains 24104 members 
Mstep: Class 5 contains 35188 members 
Mstep: Class 6 contains 16856 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 9 contains 7079 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 17331 members 
Mstep: Class 13 contains 114556 members 
Mstep: Class 15 contains 15463 members 
Mstep: Class 16 contains 17960 members 
Mstep: Class 17 contains 103143 members 
Mstep: Class 18 contains 15209 members 
Mstep: Class 19 contains 6483 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44788136.000000 Penalty: 40395.507812
Iteration 35Q: 20 clusters Score -4.478814e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 17107 members 
Mstep: Class 3 contains 20957 members 
Mstep: Class 4 contains 24111 members 
Mstep: Class 5 contains 34442 members 
Mstep: Class 6 contains 16783 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 9 contains 7090 members 
Mstep: Class 10 contains 21148 members 
Mstep: Class 11 contains 16566 members 
Mstep: Class 13 contains 115388 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 17960 members 
Mstep: Class 17 contains 103345 members 
Mstep: Class 18 contains 15634 members 
Mstep: Class 19 contains 6495 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 5647 members 
Mstep: Class 22 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44788776.000000 Penalty: 40395.507812
Iteration 36Q: 20 clusters Score -4.478878e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 17019 members 
Mstep: Class 3 contains 20943 members 
Mstep: Class 4 contains 24126 members 
Mstep: Class 5 contains 33750 members 
Mstep: Class 6 contains 16706 members 
Mstep: Class 7 contains 4037 members 
Mstep: Class 9 contains 7094 members 
Mstep: Class 10 contains 20746 members 
Mstep: Class 11 contains 15785 members 
Mstep: Class 13 contains 116234 members 
Mstep: Class 15 contains 15551 members 
Mstep: Class 16 contains 17950 members 
Mstep: Class 17 contains 103526 members 
Mstep: Class 18 contains 16038 members 
Mstep: Class 19 contains 6495 members 
Mstep: Class 20 contains 7527 members 
Mstep: Class 21 contains 5694 members 
Mstep: Class 22 contains 2366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44789248.000000 Penalty: 40395.507812
Iteration 37Q: 20 clusters Score -4.478925e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 16940 members 
Mstep: Class 3 contains 20944 members 
Mstep: Class 4 contains 24139 members 
Mstep: Class 5 contains 33096 members 
Mstep: Class 6 contains 16639 members 
Mstep: Class 7 contains 4074 members 
Mstep: Class 9 contains 7099 members 
Mstep: Class 10 contains 20310 members 
Mstep: Class 11 contains 15035 members 
Mstep: Class 13 contains 117047 members 
Mstep: Class 15 contains 15587 members 
Mstep: Class 16 contains 17940 members 
Mstep: Class 17 contains 103665 members 
Mstep: Class 18 contains 16471 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 7502 members 
Mstep: Class 21 contains 5739 members 
Mstep: Class 22 contains 2361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44789816.000000 Penalty: 40395.507812
Iteration 38Q: 20 clusters Score -4.478982e+07 nChanged 2889
Entering ConstructFrom: 
Score: -44789816.000000 Penalty: 40395.507812
Entering ConstructFrom: 
Trying to split cluster 1 (30300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Entering Unmasked Estep 
Score: -2949211.000000 Penalty: 1676.821777
	Iteration 0F: 2 clusters Score -2949211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2928811.750000 Penalty: 3353.643555
	Iteration 0F: 3 clusters Score -2928812 nChanged 14003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2936792.500000 Penalty: 3353.643555
	Iteration 1F: 3 clusters Score -2936792 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2937292.250000 Penalty: 3353.643555
	Iteration 2Q: 3 clusters Score -2937292 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2937744.250000 Penalty: 3353.643555
	Iteration 3Q: 3 clusters Score -2937744 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2938200.750000 Penalty: 3353.643555
	Iteration 4Q: 3 clusters Score -2938201 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2938695.000000 Penalty: 3353.643555
	Iteration 5Q: 3 clusters Score -2938695 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2939202.000000 Penalty: 3353.643555
	Iteration 6Q: 3 clusters Score -2939202 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2939816.250000 Penalty: 3353.643555
	Iteration 7Q: 3 clusters Score -2939816 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2940553.000000 Penalty: 3353.643555
	Iteration 8Q: 3 clusters Score -2940553 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2941441.750000 Penalty: 3353.643555
	Iteration 9Q: 3 clusters Score -2941442 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2942486.000000 Penalty: 3353.643555
	Iteration 10F: 3 clusters Score -2942486 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2943629.500000 Penalty: 3353.643555
	Iteration 11F: 3 clusters Score -2943630 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -2944638.750000 Penalty: 3353.643555
	Iteration 12Q: 3 clusters Score -2944639 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -2945489.500000 Penalty: 3353.643555
	Iteration 13Q: 3 clusters Score -2945490 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -2946174.000000 Penalty: 3353.643555
	Iteration 14Q: 3 clusters Score -2946174 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -2946685.750000 Penalty: 3353.643555
	Iteration 15Q: 3 clusters Score -2946686 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -2947024.500000 Penalty: 3353.643555
	Iteration 16Q: 3 clusters Score -2947024 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -2947260.750000 Penalty: 3353.643555
	Iteration 17Q: 3 clusters Score -2947261 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -2947410.250000 Penalty: 3353.643555
	Iteration 18Q: 3 clusters Score -2947410 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -2947513.250000 Penalty: 3353.643555
	Iteration 19Q: 3 clusters Score -2947513 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -2947596.500000 Penalty: 3353.643555
	Iteration 20F: 3 clusters Score -2947596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -2947631.750000 Penalty: 3353.643555
	Iteration 21Q: 3 clusters Score -2947632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -2947663.000000 Penalty: 3353.643555
	Iteration 22Q: 3 clusters Score -2947663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -2947694.500000 Penalty: 3353.643555
	Iteration 23Q: 3 clusters Score -2947694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -2947706.750000 Penalty: 3353.643555
	Iteration 24Q: 3 clusters Score -2947707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -2947708.750000 Penalty: 3353.643555
	Iteration 25Q: 3 clusters Score -2947709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -2947714.250000 Penalty: 3353.643555
	Iteration 26Q: 3 clusters Score -2947714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -2947723.250000 Penalty: 3353.643555
	Iteration 27Q: 3 clusters Score -2947723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -2947723.250000 Penalty: 3353.643555
	Iteration 28Q: 3 clusters Score -2947723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -2947723.000000 Penalty: 3353.643555
	Iteration 29Q: 3 clusters Score -2947723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -2947726.500000 Penalty: 3353.643555
	Iteration 30Q: 3 clusters Score -2947726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -2947728.500000 Penalty: 3353.643555
	Iteration 31Q: 3 clusters Score -2947728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -2947732.250000 Penalty: 3353.643555
	Iteration 32Q: 3 clusters Score -2947732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -2947732.250000 Penalty: 3353.643555
	Iteration 33F: 3 clusters Score -2947732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Entering Unmasked Estep 
Score: -1630531.125000 Penalty: 1581.447876
	Iteration 0F: 2 clusters Score -1630531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1619001.625000 Penalty: 3162.895752
	Iteration 0F: 3 clusters Score -1619002 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1623022.375000 Penalty: 3162.895752
	Iteration 1F: 3 clusters Score -1623022 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1623269.625000 Penalty: 3162.895752
	Iteration 2Q: 3 clusters Score -1623270 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1623512.500000 Penalty: 3162.895752
	Iteration 3Q: 3 clusters Score -1623512 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1623795.375000 Penalty: 3162.895752
	Iteration 4Q: 3 clusters Score -1623795 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1624172.750000 Penalty: 3162.895752
	Iteration 5Q: 3 clusters Score -1624173 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1624684.625000 Penalty: 3162.895752
	Iteration 6F: 3 clusters Score -1624685 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1625399.000000 Penalty: 3162.895752
	Iteration 7F: 3 clusters Score -1625399 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1626221.875000 Penalty: 3162.895752
	Iteration 8F: 3 clusters Score -1626222 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1627011.250000 Penalty: 3162.895752
	Iteration 9F: 3 clusters Score -1627011 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1627659.875000 Penalty: 3162.895752
	Iteration 10Q: 3 clusters Score -1627660 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1628172.500000 Penalty: 3162.895752
	Iteration 11Q: 3 clusters Score -1628172 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1628585.000000 Penalty: 3162.895752
	Iteration 12Q: 3 clusters Score -1628585 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1628846.500000 Penalty: 3162.895752
	Iteration 13Q: 3 clusters Score -1628846 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1629000.000000 Penalty: 3162.895752
	Iteration 14Q: 3 clusters Score -1629000 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1629098.000000 Penalty: 3162.895752
	Iteration 15Q: 3 clusters Score -1629098 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1629167.625000 Penalty: 3162.895752
	Iteration 16Q: 3 clusters Score -1629168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1629219.250000 Penalty: 3162.895752
	Iteration 17Q: 3 clusters Score -1629219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1629247.625000 Penalty: 3162.895752
	Iteration 18Q: 3 clusters Score -1629248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1629265.875000 Penalty: 3162.895752
	Iteration 19Q: 3 clusters Score -1629266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1629283.125000 Penalty: 3162.895752
	Iteration 20F: 3 clusters Score -1629283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1629296.000000 Penalty: 3162.895752
	Iteration 21Q: 3 clusters Score -1629296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1629301.500000 Penalty: 3162.895752
	Iteration 22Q: 3 clusters Score -1629302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1629306.250000 Penalty: 3162.895752
	Iteration 23Q: 3 clusters Score -1629306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1629306.000000 Penalty: 3162.895752
	Iteration 24Q: 3 clusters Score -1629306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1629309.000000 Penalty: 3162.895752
	Iteration 25Q: 3 clusters Score -1629309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1629307.875000 Penalty: 3162.895752
	Iteration 26Q: 3 clusters Score -1629308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1629309.875000 Penalty: 3162.895752
	Iteration 27Q: 3 clusters Score -1629310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1629310.375000 Penalty: 3162.895752
	Iteration 28Q: 3 clusters Score -1629310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1629314.750000 Penalty: 3162.895752
	Iteration 29Q: 3 clusters Score -1629315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1629316.125000 Penalty: 3162.895752
	Iteration 30Q: 3 clusters Score -1629316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1629316.625000 Penalty: 3162.895752
	Iteration 31Q: 3 clusters Score -1629317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1629322.375000 Penalty: 3162.895752
	Iteration 32Q: 3 clusters Score -1629322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1629322.750000 Penalty: 3162.895752
	Iteration 33Q: 3 clusters Score -1629323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1629325.375000 Penalty: 3162.895752
	Iteration 34Q: 3 clusters Score -1629325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1629327.250000 Penalty: 3162.895752
	Iteration 35Q: 3 clusters Score -1629327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1629327.875000 Penalty: 3162.895752
	Iteration 36Q: 3 clusters Score -1629328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1629332.750000 Penalty: 3162.895752
	Iteration 37Q: 3 clusters Score -1629333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1629331.125000 Penalty: 3162.895752
	Iteration 38Q: 3 clusters Score -1629331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1629330.875000 Penalty: 3162.895752
	Iteration 39Q: 3 clusters Score -1629331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1629332.125000 Penalty: 3162.895752
	Iteration 40F: 3 clusters Score -1629332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1629329.500000 Penalty: 3162.895752
	Iteration 41Q: 3 clusters Score -1629330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1629333.125000 Penalty: 3162.895752
	Iteration 42Q: 3 clusters Score -1629333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1629333.125000 Penalty: 3162.895752
	Iteration 43F: 3 clusters Score -1629333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Entering Unmasked Estep 
Score: -2050431.375000 Penalty: 1616.749146
	Iteration 0F: 2 clusters Score -2050431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2036201.000000 Penalty: 3233.498291
	Iteration 0F: 3 clusters Score -2036201 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2041342.000000 Penalty: 3233.498291
	Iteration 1F: 3 clusters Score -2041342 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2041815.625000 Penalty: 3233.498291
	Iteration 2F: 3 clusters Score -2041816 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2042312.750000 Penalty: 3233.498291
	Iteration 3F: 3 clusters Score -2042313 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2042826.125000 Penalty: 3233.498291
	Iteration 4Q: 3 clusters Score -2042826 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2043391.125000 Penalty: 3233.498291
	Iteration 5F: 3 clusters Score -2043391 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2044060.625000 Penalty: 3233.498291
	Iteration 6F: 3 clusters Score -2044061 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2044823.875000 Penalty: 3233.498291
	Iteration 7F: 3 clusters Score -2044824 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2045571.000000 Penalty: 3233.498291
	Iteration 8F: 3 clusters Score -2045571 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2046190.625000 Penalty: 3233.498291
	Iteration 9Q: 3 clusters Score -2046191 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2046625.375000 Penalty: 3233.498291
	Iteration 10Q: 3 clusters Score -2046625 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2046897.000000 Penalty: 3233.498291
	Iteration 11Q: 3 clusters Score -2046897 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2047089.500000 Penalty: 3233.498291
	Iteration 12Q: 3 clusters Score -2047090 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2047242.000000 Penalty: 3233.498291
	Iteration 13Q: 3 clusters Score -2047242 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2047391.750000 Penalty: 3233.498291
	Iteration 14Q: 3 clusters Score -2047392 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2047540.750000 Penalty: 3233.498291
	Iteration 15Q: 3 clusters Score -2047541 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2047698.125000 Penalty: 3233.498291
	Iteration 16Q: 3 clusters Score -2047698 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2047863.000000 Penalty: 3233.498291
	Iteration 17Q: 3 clusters Score -2047863 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2048013.250000 Penalty: 3233.498291
	Iteration 18Q: 3 clusters Score -2048013 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2048125.125000 Penalty: 3233.498291
	Iteration 19Q: 3 clusters Score -2048125 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2048227.000000 Penalty: 3233.498291
	Iteration 20F: 3 clusters Score -2048227 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2048311.125000 Penalty: 3233.498291
	Iteration 21Q: 3 clusters Score -2048311 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2048406.625000 Penalty: 3233.498291
	Iteration 22Q: 3 clusters Score -2048407 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2048504.750000 Penalty: 3233.498291
	Iteration 23Q: 3 clusters Score -2048505 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2048596.625000 Penalty: 3233.498291
	Iteration 24Q: 3 clusters Score -2048597 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2048656.625000 Penalty: 3233.498291
	Iteration 25Q: 3 clusters Score -2048657 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2048714.125000 Penalty: 3233.498291
	Iteration 26Q: 3 clusters Score -2048714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2048763.875000 Penalty: 3233.498291
	Iteration 27Q: 3 clusters Score -2048764 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2048827.250000 Penalty: 3233.498291
	Iteration 28Q: 3 clusters Score -2048827 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2048878.625000 Penalty: 3233.498291
	Iteration 29Q: 3 clusters Score -2048879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2048910.125000 Penalty: 3233.498291
	Iteration 30Q: 3 clusters Score -2048910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2048937.625000 Penalty: 3233.498291
	Iteration 31Q: 3 clusters Score -2048938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2048953.625000 Penalty: 3233.498291
	Iteration 32Q: 3 clusters Score -2048954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2048969.125000 Penalty: 3233.498291
	Iteration 33Q: 3 clusters Score -2048969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2048986.750000 Penalty: 3233.498291
	Iteration 34Q: 3 clusters Score -2048987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2048996.750000 Penalty: 3233.498291
	Iteration 35Q: 3 clusters Score -2048997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2049009.750000 Penalty: 3233.498291
	Iteration 36Q: 3 clusters Score -2049010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2049019.625000 Penalty: 3233.498291
	Iteration 37Q: 3 clusters Score -2049020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2049033.500000 Penalty: 3233.498291
	Iteration 38Q: 3 clusters Score -2049034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2049048.125000 Penalty: 3233.498291
	Iteration 39Q: 3 clusters Score -2049048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2049062.250000 Penalty: 3233.498291
	Iteration 40F: 3 clusters Score -2049062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2049070.625000 Penalty: 3233.498291
	Iteration 41Q: 3 clusters Score -2049071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2049081.750000 Penalty: 3233.498291
	Iteration 42Q: 3 clusters Score -2049082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2049092.125000 Penalty: 3233.498291
	Iteration 43Q: 3 clusters Score -2049092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2049100.125000 Penalty: 3233.498291
	Iteration 44Q: 3 clusters Score -2049100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2049108.625000 Penalty: 3233.498291
	Iteration 45Q: 3 clusters Score -2049109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2049110.000000 Penalty: 3233.498291
	Iteration 46Q: 3 clusters Score -2049110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2049112.625000 Penalty: 3233.498291
	Iteration 47Q: 3 clusters Score -2049113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2049116.875000 Penalty: 3233.498291
	Iteration 48Q: 3 clusters Score -2049117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2049119.375000 Penalty: 3233.498291
	Iteration 49Q: 3 clusters Score -2049119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2049122.375000 Penalty: 3233.498291
	Iteration 50Q: 3 clusters Score -2049122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2049120.000000 Penalty: 3233.498291
	Iteration 51Q: 3 clusters Score -2049120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2049121.625000 Penalty: 3233.498291
	Iteration 52Q: 3 clusters Score -2049122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2049121.625000 Penalty: 3233.498291
	Iteration 53F: 3 clusters Score -2049122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Entering Unmasked Estep 
Score: -2345315.250000 Penalty: 1640.030396
	Iteration 0F: 2 clusters Score -2345315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2329086.750000 Penalty: 3280.060791
	Iteration 0F: 3 clusters Score -2329087 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2334882.500000 Penalty: 3280.060791
	Iteration 1F: 3 clusters Score -2334882 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2335241.000000 Penalty: 3280.060791
	Iteration 2Q: 3 clusters Score -2335241 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2335641.750000 Penalty: 3280.060791
	Iteration 3Q: 3 clusters Score -2335642 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2336216.500000 Penalty: 3280.060791
	Iteration 4F: 3 clusters Score -2336216 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2337087.250000 Penalty: 3280.060791
	Iteration 5F: 3 clusters Score -2337087 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2338418.750000 Penalty: 3280.060791
	Iteration 6F: 3 clusters Score -2338419 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2340069.000000 Penalty: 3280.060791
	Iteration 7F: 3 clusters Score -2340069 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2341685.750000 Penalty: 3280.060791
	Iteration 8F: 3 clusters Score -2341686 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2342838.500000 Penalty: 3280.060791
	Iteration 9F: 3 clusters Score -2342838 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2343426.000000 Penalty: 3280.060791
	Iteration 10Q: 3 clusters Score -2343426 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2343706.000000 Penalty: 3280.060791
	Iteration 11Q: 3 clusters Score -2343706 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2343857.250000 Penalty: 3280.060791
	Iteration 12Q: 3 clusters Score -2343857 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2343928.000000 Penalty: 3280.060791
	Iteration 13Q: 3 clusters Score -2343928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2343986.500000 Penalty: 3280.060791
	Iteration 14Q: 3 clusters Score -2343986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2344028.000000 Penalty: 3280.060791
	Iteration 15Q: 3 clusters Score -2344028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -2344044.500000 Penalty: 3280.060791
	Iteration 16Q: 3 clusters Score -2344044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2344060.500000 Penalty: 3280.060791
	Iteration 17Q: 3 clusters Score -2344060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2344062.500000 Penalty: 3280.060791
	Iteration 18Q: 3 clusters Score -2344062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2344072.000000 Penalty: 3280.060791
	Iteration 19Q: 3 clusters Score -2344072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -2344077.250000 Penalty: 3280.060791
	Iteration 20F: 3 clusters Score -2344077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2344080.250000 Penalty: 3280.060791
	Iteration 21Q: 3 clusters Score -2344080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2344080.500000 Penalty: 3280.060791
	Iteration 22Q: 3 clusters Score -2344080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2344084.500000 Penalty: 3280.060791
	Iteration 23Q: 3 clusters Score -2344084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2344091.500000 Penalty: 3280.060791
	Iteration 24Q: 3 clusters Score -2344092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -2344093.500000 Penalty: 3280.060791
	Iteration 25Q: 3 clusters Score -2344094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -2344093.250000 Penalty: 3280.060791
	Iteration 26Q: 3 clusters Score -2344093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2344095.000000 Penalty: 3280.060791
	Iteration 27Q: 3 clusters Score -2344095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2344095.000000 Penalty: 3280.060791
	Iteration 28Q: 3 clusters Score -2344095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2344094.250000 Penalty: 3280.060791
	Iteration 29Q: 3 clusters Score -2344094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2344094.250000 Penalty: 3280.060791
	Iteration 30F: 3 clusters Score -2344094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Entering Unmasked Estep 
Score: -3124026.750000 Penalty: 1688.026733
	Iteration 0F: 2 clusters Score -3124027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3102157.250000 Penalty: 3376.053467
	Iteration 0F: 3 clusters Score -3102157 nChanged 14972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3110365.500000 Penalty: 3376.053467
	Iteration 1F: 3 clusters Score -3110366 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3110792.500000 Penalty: 3376.053467
	Iteration 2Q: 3 clusters Score -3110792 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3111218.250000 Penalty: 3376.053467
	Iteration 3Q: 3 clusters Score -3111218 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3111682.250000 Penalty: 3376.053467
	Iteration 4Q: 3 clusters Score -3111682 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3112249.500000 Penalty: 3376.053467
	Iteration 5Q: 3 clusters Score -3112250 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3113047.250000 Penalty: 3376.053467
	Iteration 6Q: 3 clusters Score -3113047 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3114285.750000 Penalty: 3376.053467
	Iteration 7F: 3 clusters Score -3114286 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3115981.000000 Penalty: 3376.053467
	Iteration 8F: 3 clusters Score -3115981 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3117865.250000 Penalty: 3376.053467
	Iteration 9F: 3 clusters Score -3117865 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3119465.250000 Penalty: 3376.053467
	Iteration 10F: 3 clusters Score -3119465 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3120596.250000 Penalty: 3376.053467
	Iteration 11Q: 3 clusters Score -3120596 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3121239.750000 Penalty: 3376.053467
	Iteration 12Q: 3 clusters Score -3121240 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3121658.750000 Penalty: 3376.053467
	Iteration 13Q: 3 clusters Score -3121659 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -3121924.250000 Penalty: 3376.053467
	Iteration 14Q: 3 clusters Score -3121924 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3122113.500000 Penalty: 3376.053467
	Iteration 15Q: 3 clusters Score -3122114 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -3122246.250000 Penalty: 3376.053467
	Iteration 16Q: 3 clusters Score -3122246 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -3122318.250000 Penalty: 3376.053467
	Iteration 17Q: 3 clusters Score -3122318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -3122380.750000 Penalty: 3376.053467
	Iteration 18Q: 3 clusters Score -3122381 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -3122418.750000 Penalty: 3376.053467
	Iteration 19Q: 3 clusters Score -3122419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -3122446.750000 Penalty: 3376.053467
	Iteration 20F: 3 clusters Score -3122447 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -3122484.750000 Penalty: 3376.053467
	Iteration 21Q: 3 clusters Score -3122485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -3122521.750000 Penalty: 3376.053467
	Iteration 22Q: 3 clusters Score -3122522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -3122539.750000 Penalty: 3376.053467
	Iteration 23Q: 3 clusters Score -3122540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -3122555.500000 Penalty: 3376.053467
	Iteration 24Q: 3 clusters Score -3122556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -3122567.500000 Penalty: 3376.053467
	Iteration 25Q: 3 clusters Score -3122568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -3122578.250000 Penalty: 3376.053467
	Iteration 26Q: 3 clusters Score -3122578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -3122590.750000 Penalty: 3376.053467
	Iteration 27Q: 3 clusters Score -3122591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -3122599.750000 Penalty: 3376.053467
	Iteration 28Q: 3 clusters Score -3122600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -3122608.000000 Penalty: 3376.053467
	Iteration 29Q: 3 clusters Score -3122608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -3122611.250000 Penalty: 3376.053467
	Iteration 30Q: 3 clusters Score -3122611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -3122611.250000 Penalty: 3376.053467
	Iteration 31Q: 3 clusters Score -3122611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -3122610.500000 Penalty: 3376.053467
	Iteration 32Q: 3 clusters Score -3122610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -3122617.000000 Penalty: 3376.053467
	Iteration 33Q: 3 clusters Score -3122617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -3122624.250000 Penalty: 3376.053467
	Iteration 34Q: 3 clusters Score -3122624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -3122623.250000 Penalty: 3376.053467
	Iteration 35Q: 3 clusters Score -3122623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3122620.500000 Penalty: 3376.053467
	Iteration 36Q: 3 clusters Score -3122620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -3122622.500000 Penalty: 3376.053467
	Iteration 37Q: 3 clusters Score -3122622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -3122627.500000 Penalty: 3376.053467
	Iteration 38Q: 3 clusters Score -3122628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -3122627.250000 Penalty: 3376.053467
	Iteration 39Q: 3 clusters Score -3122627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -3122629.500000 Penalty: 3376.053467
	Iteration 40F: 3 clusters Score -3122630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -3122628.250000 Penalty: 3376.053467
	Iteration 41Q: 3 clusters Score -3122628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -3122627.500000 Penalty: 3376.053467
	Iteration 42Q: 3 clusters Score -3122628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -3122630.750000 Penalty: 3376.053467
	Iteration 43Q: 3 clusters Score -3122631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -3122632.750000 Penalty: 3376.053467
	Iteration 44Q: 3 clusters Score -3122633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -3122632.500000 Penalty: 3376.053467
	Iteration 45Q: 3 clusters Score -3122632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -3122632.500000 Penalty: 3376.053467
	Iteration 46F: 3 clusters Score -3122632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Entering Unmasked Estep 
Score: -1563905.125000 Penalty: 1578.655884
	Iteration 0F: 2 clusters Score -1563905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1552498.625000 Penalty: 3157.311768
	Iteration 0F: 3 clusters Score -1552499 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1556771.625000 Penalty: 3157.311768
	Iteration 1F: 3 clusters Score -1556772 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1557621.375000 Penalty: 3157.311768
	Iteration 2F: 3 clusters Score -1557621 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1558808.750000 Penalty: 3157.311768
	Iteration 3F: 3 clusters Score -1558809 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1560255.875000 Penalty: 3157.311768
	Iteration 4F: 3 clusters Score -1560256 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1561678.250000 Penalty: 3157.311768
	Iteration 5F: 3 clusters Score -1561678 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1562854.375000 Penalty: 3157.311768
	Iteration 6F: 3 clusters Score -1562854 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1563475.000000 Penalty: 3157.311768
	Iteration 7Q: 3 clusters Score -1563475 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1563772.625000 Penalty: 3157.311768
	Iteration 8Q: 3 clusters Score -1563773 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1563921.375000 Penalty: 3157.311768
	Iteration 9Q: 3 clusters Score -1563921 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1564012.125000 Penalty: 3157.311768
	Iteration 10Q: 3 clusters Score -1564012 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1564061.875000 Penalty: 3157.311768
	Iteration 11Q: 3 clusters Score -1564062 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1564095.375000 Penalty: 3157.311768
	Iteration 12Q: 3 clusters Score -1564095 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1564123.125000 Penalty: 3157.311768
	Iteration 13Q: 3 clusters Score -1564123 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1564146.250000 Penalty: 3157.311768
	Iteration 14Q: 3 clusters Score -1564146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1564161.500000 Penalty: 3157.311768
	Iteration 15Q: 3 clusters Score -1564162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1564175.375000 Penalty: 3157.311768
	Iteration 16Q: 3 clusters Score -1564175 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1564195.250000 Penalty: 3157.311768
	Iteration 17Q: 3 clusters Score -1564195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1564200.125000 Penalty: 3157.311768
	Iteration 18Q: 3 clusters Score -1564200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1564215.750000 Penalty: 3157.311768
	Iteration 19Q: 3 clusters Score -1564216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1564224.375000 Penalty: 3157.311768
	Iteration 20F: 3 clusters Score -1564224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1564237.000000 Penalty: 3157.311768
	Iteration 21Q: 3 clusters Score -1564237 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1564242.375000 Penalty: 3157.311768
	Iteration 22Q: 3 clusters Score -1564242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1564259.625000 Penalty: 3157.311768
	Iteration 23Q: 3 clusters Score -1564260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1564276.375000 Penalty: 3157.311768
	Iteration 24Q: 3 clusters Score -1564276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1564286.375000 Penalty: 3157.311768
	Iteration 25Q: 3 clusters Score -1564286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1564298.500000 Penalty: 3157.311768
	Iteration 26Q: 3 clusters Score -1564298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1564306.625000 Penalty: 3157.311768
	Iteration 27Q: 3 clusters Score -1564307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1564317.875000 Penalty: 3157.311768
	Iteration 28Q: 3 clusters Score -1564318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1564325.250000 Penalty: 3157.311768
	Iteration 29Q: 3 clusters Score -1564325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1564335.500000 Penalty: 3157.311768
	Iteration 30Q: 3 clusters Score -1564336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1564339.375000 Penalty: 3157.311768
	Iteration 31Q: 3 clusters Score -1564339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1564345.125000 Penalty: 3157.311768
	Iteration 32Q: 3 clusters Score -1564345 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1564348.125000 Penalty: 3157.311768
	Iteration 33Q: 3 clusters Score -1564348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1564354.500000 Penalty: 3157.311768
	Iteration 34Q: 3 clusters Score -1564354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1564360.875000 Penalty: 3157.311768
	Iteration 35Q: 3 clusters Score -1564361 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1564365.125000 Penalty: 3157.311768
	Iteration 36Q: 3 clusters Score -1564365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1564375.625000 Penalty: 3157.311768
	Iteration 37Q: 3 clusters Score -1564376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1564383.500000 Penalty: 3157.311768
	Iteration 38Q: 3 clusters Score -1564384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1564390.000000 Penalty: 3157.311768
	Iteration 39Q: 3 clusters Score -1564390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1564393.625000 Penalty: 3157.311768
	Iteration 40F: 3 clusters Score -1564394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1564398.250000 Penalty: 3157.311768
	Iteration 41Q: 3 clusters Score -1564398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1564402.250000 Penalty: 3157.311768
	Iteration 42Q: 3 clusters Score -1564402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1564404.250000 Penalty: 3157.311768
	Iteration 43Q: 3 clusters Score -1564404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1564404.250000 Penalty: 3157.311768
	Iteration 44Q: 3 clusters Score -1564404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1564409.000000 Penalty: 3157.311768
	Iteration 45Q: 3 clusters Score -1564409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1564413.875000 Penalty: 3157.311768
	Iteration 46Q: 3 clusters Score -1564414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1564412.250000 Penalty: 3157.311768
	Iteration 47Q: 3 clusters Score -1564412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1564410.375000 Penalty: 3157.311768
	Iteration 48Q: 3 clusters Score -1564410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1564413.750000 Penalty: 3157.311768
	Iteration 49Q: 3 clusters Score -1564414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1564414.125000 Penalty: 3157.311768
	Iteration 50Q: 3 clusters Score -1564414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1564423.125000 Penalty: 3157.311768
	Iteration 51Q: 3 clusters Score -1564423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1564428.625000 Penalty: 3157.311768
	Iteration 52Q: 3 clusters Score -1564429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1564432.125000 Penalty: 3157.311768
	Iteration 53Q: 3 clusters Score -1564432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1564433.625000 Penalty: 3157.311768
	Iteration 54Q: 3 clusters Score -1564434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1564435.125000 Penalty: 3157.311768
	Iteration 55Q: 3 clusters Score -1564435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1564434.375000 Penalty: 3157.311768
	Iteration 56Q: 3 clusters Score -1564434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1564439.875000 Penalty: 3157.311768
	Iteration 57Q: 3 clusters Score -1564440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1564439.500000 Penalty: 3157.311768
	Iteration 58Q: 3 clusters Score -1564440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1564440.125000 Penalty: 3157.311768
	Iteration 59Q: 3 clusters Score -1564440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1564444.125000 Penalty: 3157.311768
	Iteration 60F: 3 clusters Score -1564444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1564442.000000 Penalty: 3157.311768
	Iteration 61Q: 3 clusters Score -1564442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1564442.625000 Penalty: 3157.311768
	Iteration 62Q: 3 clusters Score -1564443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1564449.375000 Penalty: 3157.311768
	Iteration 63Q: 3 clusters Score -1564449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1564450.000000 Penalty: 3157.311768
	Iteration 64Q: 3 clusters Score -1564450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1564451.250000 Penalty: 3157.311768
	Iteration 65Q: 3 clusters Score -1564451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1564457.000000 Penalty: 3157.311768
	Iteration 66Q: 3 clusters Score -1564457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1564459.250000 Penalty: 3157.311768
	Iteration 67Q: 3 clusters Score -1564459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1564458.625000 Penalty: 3157.311768
	Iteration 68Q: 3 clusters Score -1564459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1564463.625000 Penalty: 3157.311768
	Iteration 69Q: 3 clusters Score -1564464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1564465.500000 Penalty: 3157.311768
	Iteration 70Q: 3 clusters Score -1564466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1564471.250000 Penalty: 3157.311768
	Iteration 71Q: 3 clusters Score -1564471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1564472.750000 Penalty: 3157.311768
	Iteration 72Q: 3 clusters Score -1564473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1564473.000000 Penalty: 3157.311768
	Iteration 73Q: 3 clusters Score -1564473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1564472.750000 Penalty: 3157.311768
	Iteration 74Q: 3 clusters Score -1564473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1564474.625000 Penalty: 3157.311768
	Iteration 75Q: 3 clusters Score -1564475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1564478.000000 Penalty: 3157.311768
	Iteration 76Q: 3 clusters Score -1564478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1564479.250000 Penalty: 3157.311768
	Iteration 77Q: 3 clusters Score -1564479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1564475.250000 Penalty: 3157.311768
	Iteration 78Q: 3 clusters Score -1564475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1564476.750000 Penalty: 3157.311768
	Iteration 79Q: 3 clusters Score -1564477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1564480.625000 Penalty: 3157.311768
	Iteration 80F: 3 clusters Score -1564481 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1564486.625000 Penalty: 3157.311768
	Iteration 81Q: 3 clusters Score -1564487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1564493.500000 Penalty: 3157.311768
	Iteration 82Q: 3 clusters Score -1564494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1564493.250000 Penalty: 3157.311768
	Iteration 83Q: 3 clusters Score -1564493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1564494.000000 Penalty: 3157.311768
	Iteration 84Q: 3 clusters Score -1564494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1564497.750000 Penalty: 3157.311768
	Iteration 85Q: 3 clusters Score -1564498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1564505.000000 Penalty: 3157.311768
	Iteration 86Q: 3 clusters Score -1564505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1564512.750000 Penalty: 3157.311768
	Iteration 87Q: 3 clusters Score -1564513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1564516.875000 Penalty: 3157.311768
	Iteration 88Q: 3 clusters Score -1564517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1564529.625000 Penalty: 3157.311768
	Iteration 89Q: 3 clusters Score -1564530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1564542.250000 Penalty: 3157.311768
	Iteration 90Q: 3 clusters Score -1564542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1564563.500000 Penalty: 3157.311768
	Iteration 91Q: 3 clusters Score -1564564 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1564572.000000 Penalty: 3157.311768
	Iteration 92Q: 3 clusters Score -1564572 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1564608.250000 Penalty: 3157.311768
	Iteration 93Q: 3 clusters Score -1564608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1564654.750000 Penalty: 3157.311768
	Iteration 94Q: 3 clusters Score -1564655 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1564713.375000 Penalty: 3157.311768
	Iteration 95Q: 3 clusters Score -1564713 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1564798.250000 Penalty: 3157.311768
	Iteration 96Q: 3 clusters Score -1564798 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1564892.000000 Penalty: 3157.311768
	Iteration 97Q: 3 clusters Score -1564892 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1564984.750000 Penalty: 3157.311768
	Iteration 98Q: 3 clusters Score -1564985 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1565111.750000 Penalty: 3157.311768
	Iteration 99Q: 3 clusters Score -1565112 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1565217.375000 Penalty: 3157.311768
	Iteration 100F: 3 clusters Score -1565217 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1565316.500000 Penalty: 3157.311768
	Iteration 101Q: 3 clusters Score -1565316 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1565404.000000 Penalty: 3157.311768
	Iteration 102Q: 3 clusters Score -1565404 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1565476.625000 Penalty: 3157.311768
	Iteration 103Q: 3 clusters Score -1565477 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1565518.250000 Penalty: 3157.311768
	Iteration 104Q: 3 clusters Score -1565518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1565540.375000 Penalty: 3157.311768
	Iteration 105Q: 3 clusters Score -1565540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1565551.000000 Penalty: 3157.311768
	Iteration 106Q: 3 clusters Score -1565551 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1565563.125000 Penalty: 3157.311768
	Iteration 107Q: 3 clusters Score -1565563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1565570.375000 Penalty: 3157.311768
	Iteration 108Q: 3 clusters Score -1565570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1565574.000000 Penalty: 3157.311768
	Iteration 109Q: 3 clusters Score -1565574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1565581.125000 Penalty: 3157.311768
	Iteration 110Q: 3 clusters Score -1565581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1565578.875000 Penalty: 3157.311768
	Iteration 111Q: 3 clusters Score -1565579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1565580.500000 Penalty: 3157.311768
	Iteration 112Q: 3 clusters Score -1565580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1565580.250000 Penalty: 3157.311768
	Iteration 113Q: 3 clusters Score -1565580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1565579.500000 Penalty: 3157.311768
	Iteration 114Q: 3 clusters Score -1565580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1565579.875000 Penalty: 3157.311768
	Iteration 115Q: 3 clusters Score -1565580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1565580.250000 Penalty: 3157.311768
	Iteration 116Q: 3 clusters Score -1565580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1565581.125000 Penalty: 3157.311768
	Iteration 117Q: 3 clusters Score -1565581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1565582.250000 Penalty: 3157.311768
	Iteration 118Q: 3 clusters Score -1565582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1565582.000000 Penalty: 3157.311768
	Iteration 119Q: 3 clusters Score -1565582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1565584.000000 Penalty: 3157.311768
	Iteration 120F: 3 clusters Score -1565584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1565583.875000 Penalty: 3157.311768
	Iteration 121Q: 3 clusters Score -1565584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1565583.875000 Penalty: 3157.311768
	Iteration 122F: 3 clusters Score -1565584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16848 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 24161 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 4103 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 7113 members 
Mstep: Class 10 contains 19875 members 
Mstep: Class 11 contains 14263 members 
Mstep: Class 13 contains 117887 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 17935 members 
Mstep: Class 17 contains 103823 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 7500 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 2359 members 
Entering Unmasked Estep 
Score: -44791420.000000 Penalty: 42521.585938
Splitting cluster 6 changes total score from -44789816.000000 to -44791420.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 7 (4103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Entering Unmasked Estep 
Score: -374964.375000 Penalty: 1351.914429
	Iteration 0F: 2 clusters Score -374964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -371638.843750 Penalty: 2703.828857
	Iteration 0F: 3 clusters Score -371638.8 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -373723.062500 Penalty: 2703.828857
	Iteration 1F: 3 clusters Score -373723.1 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -375576.062500 Penalty: 2703.828857
	Iteration 2F: 3 clusters Score -375576.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -376437.656250 Penalty: 2703.828857
	Iteration 3F: 3 clusters Score -376437.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -376724.062500 Penalty: 2703.828857
	Iteration 4F: 3 clusters Score -376724.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -376841.656250 Penalty: 2703.828857
	Iteration 5Q: 3 clusters Score -376841.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -376887.562500 Penalty: 2703.828857
	Iteration 6Q: 3 clusters Score -376887.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -376904.000000 Penalty: 2703.828857
	Iteration 7Q: 3 clusters Score -376904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -376911.375000 Penalty: 2703.828857
	Iteration 8Q: 3 clusters Score -376911.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -376924.500000 Penalty: 2703.828857
	Iteration 9Q: 3 clusters Score -376924.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -376937.156250 Penalty: 2703.828857
	Iteration 10Q: 3 clusters Score -376937.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -376943.093750 Penalty: 2703.828857
	Iteration 11Q: 3 clusters Score -376943.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -376949.593750 Penalty: 2703.828857
	Iteration 12Q: 3 clusters Score -376949.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -376955.812500 Penalty: 2703.828857
	Iteration 13Q: 3 clusters Score -376955.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -376959.781250 Penalty: 2703.828857
	Iteration 14Q: 3 clusters Score -376959.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -376960.937500 Penalty: 2703.828857
	Iteration 15Q: 3 clusters Score -376960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -376961.500000 Penalty: 2703.828857
	Iteration 16Q: 3 clusters Score -376961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -376962.937500 Penalty: 2703.828857
	Iteration 17Q: 3 clusters Score -376962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -376962.906250 Penalty: 2703.828857
	Iteration 18Q: 3 clusters Score -376962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -376962.906250 Penalty: 2703.828857
	Iteration 19Q: 3 clusters Score -376962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -376962.906250 Penalty: 2703.828857
	Iteration 20F: 3 clusters Score -376962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16848 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 24161 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 7113 members 
Mstep: Class 10 contains 19875 members 
Mstep: Class 11 contains 14263 members 
Mstep: Class 12 contains 2968 members 
Mstep: Class 13 contains 117887 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 17935 members 
Mstep: Class 17 contains 103823 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 7500 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 2359 members 
Entering Unmasked Estep 
Score: -44792688.000000 Penalty: 44647.664062
Splitting cluster 7 changes total score from -44789816.000000 to -44792688.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 9 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -607538.000000 Penalty: 1441.322876
	Iteration 0F: 2 clusters Score -607538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -602227.000000 Penalty: 2882.645752
	Iteration 0F: 3 clusters Score -602227 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -604125.312500 Penalty: 2882.645752
	Iteration 1F: 3 clusters Score -604125.3 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -604852.937500 Penalty: 2882.645752
	Iteration 2F: 3 clusters Score -604852.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -605689.125000 Penalty: 2882.645752
	Iteration 3F: 3 clusters Score -605689.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -606361.437500 Penalty: 2882.645752
	Iteration 4F: 3 clusters Score -606361.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -606782.625000 Penalty: 2882.645752
	Iteration 5F: 3 clusters Score -606782.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -607049.125000 Penalty: 2882.645752
	Iteration 6F: 3 clusters Score -607049.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -607226.937500 Penalty: 2882.645752
	Iteration 7Q: 3 clusters Score -607226.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -607339.187500 Penalty: 2882.645752
	Iteration 8Q: 3 clusters Score -607339.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -607417.375000 Penalty: 2882.645752
	Iteration 9Q: 3 clusters Score -607417.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -607474.187500 Penalty: 2882.645752
	Iteration 10Q: 3 clusters Score -607474.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -607532.500000 Penalty: 2882.645752
	Iteration 11Q: 3 clusters Score -607532.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -607576.187500 Penalty: 2882.645752
	Iteration 12Q: 3 clusters Score -607576.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -607621.625000 Penalty: 2882.645752
	Iteration 13Q: 3 clusters Score -607621.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -607668.375000 Penalty: 2882.645752
	Iteration 14Q: 3 clusters Score -607668.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -607706.000000 Penalty: 2882.645752
	Iteration 15Q: 3 clusters Score -607706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -607742.000000 Penalty: 2882.645752
	Iteration 16Q: 3 clusters Score -607742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -607775.375000 Penalty: 2882.645752
	Iteration 17Q: 3 clusters Score -607775.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -607802.500000 Penalty: 2882.645752
	Iteration 18Q: 3 clusters Score -607802.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -607819.812500 Penalty: 2882.645752
	Iteration 19Q: 3 clusters Score -607819.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -607834.750000 Penalty: 2882.645752
	Iteration 20F: 3 clusters Score -607834.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -607844.125000 Penalty: 2882.645752
	Iteration 21Q: 3 clusters Score -607844.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -607846.687500 Penalty: 2882.645752
	Iteration 22Q: 3 clusters Score -607846.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -607848.437500 Penalty: 2882.645752
	Iteration 23Q: 3 clusters Score -607848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -607851.687500 Penalty: 2882.645752
	Iteration 24Q: 3 clusters Score -607851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -607851.062500 Penalty: 2882.645752
	Iteration 25Q: 3 clusters Score -607851.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -607852.062500 Penalty: 2882.645752
	Iteration 26Q: 3 clusters Score -607852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -607851.812500 Penalty: 2882.645752
	Iteration 27Q: 3 clusters Score -607851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -607851.812500 Penalty: 2882.645752
	Iteration 28F: 3 clusters Score -607851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16848 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 24161 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 19875 members 
Mstep: Class 11 contains 14263 members 
Mstep: Class 12 contains 2968 members 
Mstep: Class 13 contains 117887 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 17935 members 
Mstep: Class 17 contains 103823 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 7500 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 2359 members 
Entering Unmasked Estep 
Score: -44792388.000000 Penalty: 46773.742188
Splitting cluster 9 changes total score from -44789816.000000 to -44792388.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 10 (19875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Entering Unmasked Estep 
Score: -1819335.125000 Penalty: 1608.297852
	Iteration 0F: 2 clusters Score -1819335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1805824.625000 Penalty: 3216.595703
	Iteration 0F: 3 clusters Score -1805825 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1811188.750000 Penalty: 3216.595703
	Iteration 1F: 3 clusters Score -1811189 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1813017.250000 Penalty: 3216.595703
	Iteration 2F: 3 clusters Score -1813017 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1815801.750000 Penalty: 3216.595703
	Iteration 3F: 3 clusters Score -1815802 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1817872.750000 Penalty: 3216.595703
	Iteration 4F: 3 clusters Score -1817873 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1818980.375000 Penalty: 3216.595703
	Iteration 5F: 3 clusters Score -1818980 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1819536.125000 Penalty: 3216.595703
	Iteration 6Q: 3 clusters Score -1819536 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1819804.625000 Penalty: 3216.595703
	Iteration 7Q: 3 clusters Score -1819805 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1819982.625000 Penalty: 3216.595703
	Iteration 8Q: 3 clusters Score -1819983 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1820118.375000 Penalty: 3216.595703
	Iteration 9Q: 3 clusters Score -1820118 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1820232.875000 Penalty: 3216.595703
	Iteration 10Q: 3 clusters Score -1820233 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1820328.500000 Penalty: 3216.595703
	Iteration 11Q: 3 clusters Score -1820328 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1820429.250000 Penalty: 3216.595703
	Iteration 12Q: 3 clusters Score -1820429 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1820515.875000 Penalty: 3216.595703
	Iteration 13Q: 3 clusters Score -1820516 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1820579.750000 Penalty: 3216.595703
	Iteration 14Q: 3 clusters Score -1820580 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1820659.375000 Penalty: 3216.595703
	Iteration 15Q: 3 clusters Score -1820659 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1820727.750000 Penalty: 3216.595703
	Iteration 16Q: 3 clusters Score -1820728 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1820805.000000 Penalty: 3216.595703
	Iteration 17Q: 3 clusters Score -1820805 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1820872.750000 Penalty: 3216.595703
	Iteration 18Q: 3 clusters Score -1820873 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1820955.375000 Penalty: 3216.595703
	Iteration 19Q: 3 clusters Score -1820955 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1821036.500000 Penalty: 3216.595703
	Iteration 20F: 3 clusters Score -1821036 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -1821097.000000 Penalty: 3216.595703
	Iteration 21Q: 3 clusters Score -1821097 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1821140.500000 Penalty: 3216.595703
	Iteration 22Q: 3 clusters Score -1821140 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1821178.000000 Penalty: 3216.595703
	Iteration 23Q: 3 clusters Score -1821178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1821199.625000 Penalty: 3216.595703
	Iteration 24Q: 3 clusters Score -1821200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1821222.250000 Penalty: 3216.595703
	Iteration 25Q: 3 clusters Score -1821222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1821248.125000 Penalty: 3216.595703
	Iteration 26Q: 3 clusters Score -1821248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1821266.750000 Penalty: 3216.595703
	Iteration 27Q: 3 clusters Score -1821267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1821285.500000 Penalty: 3216.595703
	Iteration 28Q: 3 clusters Score -1821286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -1821299.500000 Penalty: 3216.595703
	Iteration 29Q: 3 clusters Score -1821300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1821306.250000 Penalty: 3216.595703
	Iteration 30Q: 3 clusters Score -1821306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1821318.625000 Penalty: 3216.595703
	Iteration 31Q: 3 clusters Score -1821319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1821319.500000 Penalty: 3216.595703
	Iteration 32Q: 3 clusters Score -1821320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1821325.750000 Penalty: 3216.595703
	Iteration 33Q: 3 clusters Score -1821326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1821330.250000 Penalty: 3216.595703
	Iteration 34Q: 3 clusters Score -1821330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1821334.000000 Penalty: 3216.595703
	Iteration 35Q: 3 clusters Score -1821334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1821333.125000 Penalty: 3216.595703
	Iteration 36Q: 3 clusters Score -1821333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1821331.875000 Penalty: 3216.595703
	Iteration 37Q: 3 clusters Score -1821332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1821329.750000 Penalty: 3216.595703
	Iteration 38Q: 3 clusters Score -1821330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1821330.625000 Penalty: 3216.595703
	Iteration 39Q: 3 clusters Score -1821331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -1821333.875000 Penalty: 3216.595703
	Iteration 40F: 3 clusters Score -1821334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1821334.250000 Penalty: 3216.595703
	Iteration 41Q: 3 clusters Score -1821334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1821333.250000 Penalty: 3216.595703
	Iteration 42Q: 3 clusters Score -1821333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1821336.125000 Penalty: 3216.595703
	Iteration 43Q: 3 clusters Score -1821336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1821338.875000 Penalty: 3216.595703
	Iteration 44Q: 3 clusters Score -1821339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1821339.500000 Penalty: 3216.595703
	Iteration 45Q: 3 clusters Score -1821340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1821337.500000 Penalty: 3216.595703
	Iteration 46Q: 3 clusters Score -1821338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1821340.250000 Penalty: 3216.595703
	Iteration 47Q: 3 clusters Score -1821340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1821343.375000 Penalty: 3216.595703
	Iteration 48Q: 3 clusters Score -1821343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1821344.000000 Penalty: 3216.595703
	Iteration 49Q: 3 clusters Score -1821344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1821343.250000 Penalty: 3216.595703
	Iteration 50Q: 3 clusters Score -1821343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1821347.500000 Penalty: 3216.595703
	Iteration 51Q: 3 clusters Score -1821348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1821347.375000 Penalty: 3216.595703
	Iteration 52Q: 3 clusters Score -1821347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1821354.500000 Penalty: 3216.595703
	Iteration 53Q: 3 clusters Score -1821354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1821355.875000 Penalty: 3216.595703
	Iteration 54Q: 3 clusters Score -1821356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -1821353.375000 Penalty: 3216.595703
	Iteration 55Q: 3 clusters Score -1821353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1821356.000000 Penalty: 3216.595703
	Iteration 56Q: 3 clusters Score -1821356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1821356.000000 Penalty: 3216.595703
	Iteration 57F: 3 clusters Score -1821356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16848 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 24161 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 1898 members 
Mstep: Class 11 contains 14263 members 
Mstep: Class 12 contains 2968 members 
Mstep: Class 13 contains 117887 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 17935 members 
Mstep: Class 17 contains 103823 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 7500 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 17977 members 
Entering Unmasked Estep 
Score: -44793876.000000 Penalty: 48899.824219
Splitting cluster 10 changes total score from -44789816.000000 to -44793876.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (14263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Entering Unmasked Estep 
Score: -1367916.500000 Penalty: 1554.381348
	Iteration 0F: 2 clusters Score -1367916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1357988.875000 Penalty: 3108.762695
	Iteration 0F: 3 clusters Score -1357989 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1361333.250000 Penalty: 3108.762695
	Iteration 1F: 3 clusters Score -1361333 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1361604.750000 Penalty: 3108.762695
	Iteration 2F: 3 clusters Score -1361605 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1361881.125000 Penalty: 3108.762695
	Iteration 3Q: 3 clusters Score -1361881 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1362242.750000 Penalty: 3108.762695
	Iteration 4Q: 3 clusters Score -1362243 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1362709.875000 Penalty: 3108.762695
	Iteration 5Q: 3 clusters Score -1362710 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1363254.750000 Penalty: 3108.762695
	Iteration 6F: 3 clusters Score -1363255 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1363751.750000 Penalty: 3108.762695
	Iteration 7F: 3 clusters Score -1363752 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1364134.750000 Penalty: 3108.762695
	Iteration 8Q: 3 clusters Score -1364135 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1364508.625000 Penalty: 3108.762695
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Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1365168 nChanged 481
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Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1365553 nChanged 353
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Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1365666 nChanged 293
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Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1365943 nChanged 145
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Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1365976 nChanged 116
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Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1366003 nChanged 115
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Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1366038 nChanged 95
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Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1366081 nChanged 78
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Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8230 members 
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	Iteration 28Q: 3 clusters Score -1366114 nChanged 88
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Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1366134 nChanged 70
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Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1366139 nChanged 70
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Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1366150 nChanged 58
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Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1366158 nChanged 61
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Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1366169 nChanged 67
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Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1366177 nChanged 71
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Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1366195 nChanged 83
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Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6549 members 
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	Iteration 37Q: 3 clusters Score -1366223 nChanged 84
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Mstep: Class 1 contains 6627 members 
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	Iteration 38Q: 3 clusters Score -1366243 nChanged 92
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Mstep: Class 1 contains 6715 members 
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	Iteration 39Q: 3 clusters Score -1366260 nChanged 91
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Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7457 members 
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	Iteration 40F: 3 clusters Score -1366276 nChanged 90
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Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7369 members 
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	Iteration 41Q: 3 clusters Score -1366293 nChanged 94
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Mstep: Class 1 contains 6980 members 
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	Iteration 42Q: 3 clusters Score -1366306 nChanged 96
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Mstep: Class 1 contains 7066 members 
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	Iteration 43Q: 3 clusters Score -1366323 nChanged 104
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Mstep: Class 1 contains 7164 members 
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Mstep: Class 1 contains 7263 members 
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	Iteration 45Q: 3 clusters Score -1366369 nChanged 120
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Mstep: Class 1 contains 7381 members 
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	Iteration 46Q: 3 clusters Score -1366400 nChanged 110
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Mstep: Class 1 contains 7491 members 
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Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6661 members 
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	Iteration 48Q: 3 clusters Score -1366443 nChanged 129
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Mstep: Class 1 contains 7731 members 
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	Iteration 49Q: 3 clusters Score -1366473 nChanged 138
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Mstep: Class 1 contains 7869 members 
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Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 6246 members 
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	Iteration 51Q: 3 clusters Score -1366539 nChanged 153
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Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6095 members 
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	Iteration 52Q: 3 clusters Score -1366581 nChanged 148
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Mstep: Class 1 contains 8314 members 
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	Iteration 53Q: 3 clusters Score -1366617 nChanged 144
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Mstep: Class 1 contains 8458 members 
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Mstep: Class 1 contains 8622 members 
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	Iteration 55Q: 3 clusters Score -1366712 nChanged 188
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Mstep: Class 1 contains 8810 members 
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	Iteration 56Q: 3 clusters Score -1366781 nChanged 225
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Mstep: Class 1 contains 9035 members 
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	Iteration 57Q: 3 clusters Score -1366882 nChanged 232
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Mstep: Class 1 contains 9267 members 
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	Iteration 58Q: 3 clusters Score -1366984 nChanged 243
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Mstep: Class 1 contains 9510 members 
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	Iteration 59Q: 3 clusters Score -1367098 nChanged 210
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Mstep: Class 1 contains 9720 members 
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	Iteration 60F: 3 clusters Score -1367206 nChanged 216
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Mstep: Class 1 contains 9936 members 
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	Iteration 61Q: 3 clusters Score -1367324 nChanged 200
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Mstep: Class 1 contains 10136 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1367442 nChanged 184
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Mstep: Class 1 contains 10318 members 
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	Iteration 63Q: 3 clusters Score -1367542 nChanged 168
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Mstep: Class 1 contains 10484 members 
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	Iteration 64Q: 3 clusters Score -1367630 nChanged 135
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Mstep: Class 1 contains 10619 members 
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	Iteration 65Q: 3 clusters Score -1367691 nChanged 124
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Mstep: Class 1 contains 10739 members 
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	Iteration 66Q: 3 clusters Score -1367746 nChanged 123
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Mstep: Class 1 contains 10860 members 
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	Iteration 67Q: 3 clusters Score -1367781 nChanged 99
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Mstep: Class 1 contains 10959 members 
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	Iteration 68Q: 3 clusters Score -1367810 nChanged 87
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Mstep: Class 1 contains 11046 members 
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	Iteration 69Q: 3 clusters Score -1367839 nChanged 77
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Mstep: Class 1 contains 11123 members 
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	Iteration 70Q: 3 clusters Score -1367863 nChanged 79
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Mstep: Class 1 contains 11202 members 
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	Iteration 71Q: 3 clusters Score -1367883 nChanged 48
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Mstep: Class 1 contains 11250 members 
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	Iteration 72Q: 3 clusters Score -1367894 nChanged 50
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Mstep: Class 1 contains 11300 members 
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	Iteration 73Q: 3 clusters Score -1367908 nChanged 40
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Mstep: Class 1 contains 11340 members 
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	Iteration 74Q: 3 clusters Score -1367915 nChanged 37
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Mstep: Class 1 contains 11377 members 
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	Iteration 75Q: 3 clusters Score -1367928 nChanged 43
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Mstep: Class 1 contains 11420 members 
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	Iteration 76Q: 3 clusters Score -1367936 nChanged 47
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Mstep: Class 1 contains 11467 members 
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	Iteration 77Q: 3 clusters Score -1367956 nChanged 50
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Mstep: Class 1 contains 11517 members 
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	Iteration 78Q: 3 clusters Score -1367973 nChanged 46
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Mstep: Class 1 contains 11563 members 
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	Iteration 79Q: 3 clusters Score -1367978 nChanged 44
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Mstep: Class 1 contains 11605 members 
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	Iteration 80F: 3 clusters Score -1367990 nChanged 43
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Mstep: Class 1 contains 11648 members 
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	Iteration 81Q: 3 clusters Score -1368003 nChanged 59
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Mstep: Class 1 contains 11707 members 
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	Iteration 82Q: 3 clusters Score -1368021 nChanged 51
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Mstep: Class 1 contains 11758 members 
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	Iteration 83Q: 3 clusters Score -1368041 nChanged 39
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Mstep: Class 1 contains 11795 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1368054 nChanged 32
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Mstep: Class 1 contains 11825 members 
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	Iteration 85Q: 3 clusters Score -1368055 nChanged 19
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	Iteration 86Q: 3 clusters Score -1368062 nChanged 20
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Mstep: Class 1 contains 11862 members 
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	Iteration 87Q: 3 clusters Score -1368066 nChanged 25
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	Iteration 88Q: 3 clusters Score -1368068 nChanged 26
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	Iteration 89Q: 3 clusters Score -1368076 nChanged 19
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	Iteration 90Q: 3 clusters Score -1368080 nChanged 15
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	Iteration 91Q: 3 clusters Score -1368085 nChanged 17
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	Iteration 92Q: 3 clusters Score -1368089 nChanged 17
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	Iteration 93Q: 3 clusters Score -1368091 nChanged 20
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	Iteration 94Q: 3 clusters Score -1368094 nChanged 21
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	Iteration 95Q: 3 clusters Score -1368102 nChanged 17
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	Iteration 96Q: 3 clusters Score -1368105 nChanged 16
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	Iteration 97Q: 3 clusters Score -1368110 nChanged 14
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	Iteration 98Q: 3 clusters Score -1368110 nChanged 13
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1368110 nChanged 9
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Mstep: Class 1 contains 12085 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1368111 nChanged 8
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1368113 nChanged 8
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Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1368113.500000 Penalty: 3108.762695
	Iteration 102Q: 3 clusters Score -1368114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1368115.500000 Penalty: 3108.762695
	Iteration 103Q: 3 clusters Score -1368116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1368115.000000 Penalty: 3108.762695
	Iteration 104Q: 3 clusters Score -1368115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1368114.250000 Penalty: 3108.762695
	Iteration 105Q: 3 clusters Score -1368114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1368114.750000 Penalty: 3108.762695
	Iteration 106Q: 3 clusters Score -1368115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1368114.250000 Penalty: 3108.762695
	Iteration 107Q: 3 clusters Score -1368114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1368116.250000 Penalty: 3108.762695
	Iteration 108Q: 3 clusters Score -1368116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1368114.750000 Penalty: 3108.762695
	Iteration 109Q: 3 clusters Score -1368115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1368116.750000 Penalty: 3108.762695
	Iteration 110Q: 3 clusters Score -1368117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1368116.750000 Penalty: 3108.762695
	Iteration 111Q: 3 clusters Score -1368117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1368117.750000 Penalty: 3108.762695
	Iteration 112Q: 3 clusters Score -1368118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1368117.750000 Penalty: 3108.762695
	Iteration 113F: 3 clusters Score -1368118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16848 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 24161 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 1898 members 
Mstep: Class 11 contains 12132 members 
Mstep: Class 12 contains 2968 members 
Mstep: Class 13 contains 117887 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 17935 members 
Mstep: Class 17 contains 103823 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 7500 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 17977 members 
Mstep: Class 24 contains 2131 members 
Entering Unmasked Estep 
Score: -44793444.000000 Penalty: 51025.902344
Splitting cluster 11 changes total score from -44789816.000000 to -44793444.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (117887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117887 members 
Entering Unmasked Estep 
Score: -11334030.000000 Penalty: 1897.590820
	Iteration 0F: 2 clusters Score -1.133403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -11254775.000000 Penalty: 3795.181641
	Iteration 0F: 3 clusters Score -1.125478e+07 nChanged 56724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -11288993.000000 Penalty: 3795.181641
	Iteration 1F: 3 clusters Score -1.128899e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -11291044.000000 Penalty: 3795.181641
	Iteration 2Q: 3 clusters Score -1.129104e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -11294309.000000 Penalty: 3795.181641
	Iteration 3F: 3 clusters Score -1.129431e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -11298922.000000 Penalty: 3795.181641
	Iteration 4F: 3 clusters Score -1.129892e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -11305076.000000 Penalty: 3795.181641
	Iteration 5F: 3 clusters Score -1.130508e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -11312011.000000 Penalty: 3795.181641
	Iteration 6F: 3 clusters Score -1.131201e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 95274 members 
Entering Unmasked Estep 
Score: -11318741.000000 Penalty: 3795.181641
	Iteration 7F: 3 clusters Score -1.131874e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -11323850.000000 Penalty: 3795.181641
	Iteration 8F: 3 clusters Score -1.132385e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 106026 members 
Entering Unmasked Estep 
Score: -11327488.000000 Penalty: 3795.181641
	Iteration 9Q: 3 clusters Score -1.132749e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 109253 members 
Entering Unmasked Estep 
Score: -11330166.000000 Penalty: 3795.181641
	Iteration 10Q: 3 clusters Score -1.133017e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 111243 members 
Entering Unmasked Estep 
Score: -11331641.000000 Penalty: 3795.181641
	Iteration 11Q: 3 clusters Score -1.133164e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 112488 members 
Entering Unmasked Estep 
Score: -11332624.000000 Penalty: 3795.181641
	Iteration 12Q: 3 clusters Score -1.133262e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 113264 members 
Entering Unmasked Estep 
Score: -11333304.000000 Penalty: 3795.181641
	Iteration 13Q: 3 clusters Score -1.13333e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 113785 members 
Entering Unmasked Estep 
Score: -11333635.000000 Penalty: 3795.181641
	Iteration 14Q: 3 clusters Score -1.133364e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 114146 members 
Entering Unmasked Estep 
Score: -11333949.000000 Penalty: 3795.181641
	Iteration 15Q: 3 clusters Score -1.133395e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 114413 members 
Entering Unmasked Estep 
Score: -11334209.000000 Penalty: 3795.181641
	Iteration 16Q: 3 clusters Score -1.133421e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 114616 members 
Entering Unmasked Estep 
Score: -11334396.000000 Penalty: 3795.181641
	Iteration 17Q: 3 clusters Score -1.13344e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -11334516.000000 Penalty: 3795.181641
	Iteration 18Q: 3 clusters Score -1.133452e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 114866 members 
Entering Unmasked Estep 
Score: -11334602.000000 Penalty: 3795.181641
	Iteration 19Q: 3 clusters Score -1.13346e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -11334656.000000 Penalty: 3795.181641
	Iteration 20F: 3 clusters Score -1.133466e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 115021 members 
Entering Unmasked Estep 
Score: -11334653.000000 Penalty: 3795.181641
	Iteration 21Q: 3 clusters Score -1.133465e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -11334677.000000 Penalty: 3795.181641
	Iteration 22Q: 3 clusters Score -1.133468e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -11334679.000000 Penalty: 3795.181641
	Iteration 23Q: 3 clusters Score -1.133468e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 115125 members 
Entering Unmasked Estep 
Score: -11334681.000000 Penalty: 3795.181641
	Iteration 24Q: 3 clusters Score -1.133468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 115135 members 
Entering Unmasked Estep 
Score: -11334673.000000 Penalty: 3795.181641
	Iteration 25Q: 3 clusters Score -1.133467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 115142 members 
Entering Unmasked Estep 
Score: -11334680.000000 Penalty: 3795.181641
	Iteration 26Q: 3 clusters Score -1.133468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 115144 members 
Entering Unmasked Estep 
Score: -11334673.000000 Penalty: 3795.181641
	Iteration 27Q: 3 clusters Score -1.133467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 115149 members 
Entering Unmasked Estep 
Score: -11334673.000000 Penalty: 3795.181641
	Iteration 28Q: 3 clusters Score -1.133467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -11334678.000000 Penalty: 3795.181641
	Iteration 29Q: 3 clusters Score -1.133468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 115166 members 
Entering Unmasked Estep 
Score: -11334675.000000 Penalty: 3795.181641
	Iteration 30Q: 3 clusters Score -1.133468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 115172 members 
Entering Unmasked Estep 
Score: -11334676.000000 Penalty: 3795.181641
	Iteration 31Q: 3 clusters Score -1.133468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 115179 members 
Entering Unmasked Estep 
Score: -11334675.000000 Penalty: 3795.181641
	Iteration 32Q: 3 clusters Score -1.133468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 115184 members 
Entering Unmasked Estep 
Score: -11334687.000000 Penalty: 3795.181641
	Iteration 33Q: 3 clusters Score -1.133469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 115185 members 
Entering Unmasked Estep 
Score: -11334689.000000 Penalty: 3795.181641
	Iteration 34Q: 3 clusters Score -1.133469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 115186 members 
Entering Unmasked Estep 
Score: -11334687.000000 Penalty: 3795.181641
	Iteration 35Q: 3 clusters Score -1.133469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 115188 members 
Entering Unmasked Estep 
Score: -11334693.000000 Penalty: 3795.181641
	Iteration 36Q: 3 clusters Score -1.133469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 115190 members 
Entering Unmasked Estep 
Score: -11334692.000000 Penalty: 3795.181641
	Iteration 37Q: 3 clusters Score -1.133469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 115192 members 
Entering Unmasked Estep 
Score: -11334693.000000 Penalty: 3795.181641
	Iteration 38Q: 3 clusters Score -1.133469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 115193 members 
Entering Unmasked Estep 
Score: -11334690.000000 Penalty: 3795.181641
	Iteration 39Q: 3 clusters Score -1.133469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 115193 members 
Entering Unmasked Estep 
Score: -11334690.000000 Penalty: 3795.181641
	Iteration 40F: 3 clusters Score -1.133469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16848 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 24161 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 1898 members 
Mstep: Class 11 contains 12132 members 
Mstep: Class 12 contains 2968 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 17935 members 
Mstep: Class 17 contains 103823 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 7500 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 17977 members 
Mstep: Class 24 contains 2131 members 
Mstep: Class 25 contains 115193 members 
Entering Unmasked Estep 
Score: -44793960.000000 Penalty: 53151.980469
Splitting cluster 13 changes total score from -44789816.000000 to -44793960.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (15618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Entering Unmasked Estep 
Score: -1500139.000000 Penalty: 1569.129150
	Iteration 0F: 2 clusters Score -1500139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1489352.500000 Penalty: 3138.258301
	Iteration 0F: 3 clusters Score -1489352 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1493175.875000 Penalty: 3138.258301
	Iteration 1F: 3 clusters Score -1493176 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1493640.000000 Penalty: 3138.258301
	Iteration 2F: 3 clusters Score -1493640 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1494066.750000 Penalty: 3138.258301
	Iteration 3F: 3 clusters Score -1494067 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1494499.500000 Penalty: 3138.258301
	Iteration 4F: 3 clusters Score -1494500 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1494930.000000 Penalty: 3138.258301
	Iteration 5F: 3 clusters Score -1494930 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1495335.875000 Penalty: 3138.258301
	Iteration 6F: 3 clusters Score -1495336 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1495726.750000 Penalty: 3138.258301
	Iteration 7Q: 3 clusters Score -1495727 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1496091.875000 Penalty: 3138.258301
	Iteration 8Q: 3 clusters Score -1496092 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1496437.625000 Penalty: 3138.258301
	Iteration 9Q: 3 clusters Score -1496438 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1496775.875000 Penalty: 3138.258301
	Iteration 10Q: 3 clusters Score -1496776 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1497067.125000 Penalty: 3138.258301
	Iteration 11Q: 3 clusters Score -1497067 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1497276.000000 Penalty: 3138.258301
	Iteration 12Q: 3 clusters Score -1497276 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1497463.125000 Penalty: 3138.258301
	Iteration 13Q: 3 clusters Score -1497463 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1497660.625000 Penalty: 3138.258301
	Iteration 14Q: 3 clusters Score -1497661 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1497880.750000 Penalty: 3138.258301
	Iteration 15Q: 3 clusters Score -1497881 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1498088.125000 Penalty: 3138.258301
	Iteration 16Q: 3 clusters Score -1498088 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1498295.625000 Penalty: 3138.258301
	Iteration 17Q: 3 clusters Score -1498296 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1498515.500000 Penalty: 3138.258301
	Iteration 18Q: 3 clusters Score -1498516 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1498716.625000 Penalty: 3138.258301
	Iteration 19Q: 3 clusters Score -1498717 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1498902.125000 Penalty: 3138.258301
	Iteration 20F: 3 clusters Score -1498902 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1499086.625000 Penalty: 3138.258301
	Iteration 21Q: 3 clusters Score -1499087 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1499237.625000 Penalty: 3138.258301
	Iteration 22Q: 3 clusters Score -1499238 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1499335.125000 Penalty: 3138.258301
	Iteration 23Q: 3 clusters Score -1499335 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1499416.750000 Penalty: 3138.258301
	Iteration 24Q: 3 clusters Score -1499417 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1499466.750000 Penalty: 3138.258301
	Iteration 25Q: 3 clusters Score -1499467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1499497.750000 Penalty: 3138.258301
	Iteration 26Q: 3 clusters Score -1499498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1499521.750000 Penalty: 3138.258301
	Iteration 27Q: 3 clusters Score -1499522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1499539.125000 Penalty: 3138.258301
	Iteration 28Q: 3 clusters Score -1499539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1499566.500000 Penalty: 3138.258301
	Iteration 29Q: 3 clusters Score -1499566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1499581.625000 Penalty: 3138.258301
	Iteration 30Q: 3 clusters Score -1499582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1499586.875000 Penalty: 3138.258301
	Iteration 31Q: 3 clusters Score -1499587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1499593.250000 Penalty: 3138.258301
	Iteration 32Q: 3 clusters Score -1499593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1499597.500000 Penalty: 3138.258301
	Iteration 33Q: 3 clusters Score -1499598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1499599.500000 Penalty: 3138.258301
	Iteration 34Q: 3 clusters Score -1499600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1499600.625000 Penalty: 3138.258301
	Iteration 35Q: 3 clusters Score -1499601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1499601.625000 Penalty: 3138.258301
	Iteration 36Q: 3 clusters Score -1499602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1499604.250000 Penalty: 3138.258301
	Iteration 37Q: 3 clusters Score -1499604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1499602.875000 Penalty: 3138.258301
	Iteration 38Q: 3 clusters Score -1499603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1499604.750000 Penalty: 3138.258301
	Iteration 39Q: 3 clusters Score -1499605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1499602.000000 Penalty: 3138.258301
	Iteration 40F: 3 clusters Score -1499602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Entering Unmasked Estep 
Score: -1720465.875000 Penalty: 1591.607666
	Iteration 0F: 2 clusters Score -1720466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1708159.125000 Penalty: 3183.215332
	Iteration 0F: 3 clusters Score -1708159 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1712942.875000 Penalty: 3183.215332
	Iteration 1F: 3 clusters Score -1712943 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1714026.625000 Penalty: 3183.215332
	Iteration 2F: 3 clusters Score -1714027 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1715336.750000 Penalty: 3183.215332
	Iteration 3F: 3 clusters Score -1715337 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1716709.500000 Penalty: 3183.215332
	Iteration 4F: 3 clusters Score -1716710 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1718104.500000 Penalty: 3183.215332
	Iteration 5F: 3 clusters Score -1718104 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1719349.500000 Penalty: 3183.215332
	Iteration 6F: 3 clusters Score -1719350 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1720271.125000 Penalty: 3183.215332
	Iteration 7F: 3 clusters Score -1720271 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1720885.875000 Penalty: 3183.215332
	Iteration 8Q: 3 clusters Score -1720886 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1721407.375000 Penalty: 3183.215332
	Iteration 9Q: 3 clusters Score -1721407 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1721896.000000 Penalty: 3183.215332
	Iteration 10Q: 3 clusters Score -1721896 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1722275.000000 Penalty: 3183.215332
	Iteration 11Q: 3 clusters Score -1722275 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1722459.750000 Penalty: 3183.215332
	Iteration 12Q: 3 clusters Score -1722460 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1722559.125000 Penalty: 3183.215332
	Iteration 13Q: 3 clusters Score -1722559 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1722604.375000 Penalty: 3183.215332
	Iteration 14Q: 3 clusters Score -1722604 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1722629.875000 Penalty: 3183.215332
	Iteration 15Q: 3 clusters Score -1722630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1722642.750000 Penalty: 3183.215332
	Iteration 16Q: 3 clusters Score -1722643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1722647.875000 Penalty: 3183.215332
	Iteration 17Q: 3 clusters Score -1722648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1722651.250000 Penalty: 3183.215332
	Iteration 18Q: 3 clusters Score -1722651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1722655.125000 Penalty: 3183.215332
	Iteration 19Q: 3 clusters Score -1722655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1722656.875000 Penalty: 3183.215332
	Iteration 20F: 3 clusters Score -1722657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1722659.250000 Penalty: 3183.215332
	Iteration 21Q: 3 clusters Score -1722659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1722656.625000 Penalty: 3183.215332
	Iteration 22Q: 3 clusters Score -1722657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1722658.500000 Penalty: 3183.215332
	Iteration 23Q: 3 clusters Score -1722658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1722658.500000 Penalty: 3183.215332
	Iteration 24Q: 3 clusters Score -1722658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1722657.750000 Penalty: 3183.215332
	Iteration 25Q: 3 clusters Score -1722658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1722657.375000 Penalty: 3183.215332
	Iteration 26Q: 3 clusters Score -1722657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1722656.500000 Penalty: 3183.215332
	Iteration 27Q: 3 clusters Score -1722656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1722656.750000 Penalty: 3183.215332
	Iteration 28Q: 3 clusters Score -1722657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1722656.000000 Penalty: 3183.215332
	Iteration 29Q: 3 clusters Score -1722656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1722656.000000 Penalty: 3183.215332
	Iteration 30F: 3 clusters Score -1722656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16848 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 24161 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 1898 members 
Mstep: Class 11 contains 12132 members 
Mstep: Class 12 contains 2968 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 13360 members 
Mstep: Class 17 contains 103823 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 7500 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 17977 members 
Mstep: Class 24 contains 2131 members 
Mstep: Class 25 contains 115193 members 
Mstep: Class 26 contains 4575 members 
Entering Unmasked Estep 
Score: -44795420.000000 Penalty: 55278.062500
Splitting cluster 16 changes total score from -44789816.000000 to -44795420.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (103823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103823 members 
Entering Unmasked Estep 
Score: -9877983.000000 Penalty: 1876.946899
	Iteration 0F: 2 clusters Score -9877983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -9808807.000000 Penalty: 3753.893799
	Iteration 0F: 3 clusters Score -9808807 nChanged 49669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -9837948.000000 Penalty: 3753.893799
	Iteration 1F: 3 clusters Score -9837948 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -9839164.000000 Penalty: 3753.893799
	Iteration 2Q: 3 clusters Score -9839164 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -9841042.000000 Penalty: 3753.893799
	Iteration 3Q: 3 clusters Score -9841042 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -9843715.000000 Penalty: 3753.893799
	Iteration 4F: 3 clusters Score -9843715 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -9848159.000000 Penalty: 3753.893799
	Iteration 5F: 3 clusters Score -9848159 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -9853610.000000 Penalty: 3753.893799
	Iteration 6F: 3 clusters Score -9853610 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -9859515.000000 Penalty: 3753.893799
	Iteration 7F: 3 clusters Score -9859515 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -9864652.000000 Penalty: 3753.893799
	Iteration 8F: 3 clusters Score -9864652 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -9868840.000000 Penalty: 3753.893799
	Iteration 9Q: 3 clusters Score -9868840 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -9871599.000000 Penalty: 3753.893799
	Iteration 10Q: 3 clusters Score -9871599 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 90532 members 
Entering Unmasked Estep 
Score: -9872984.000000 Penalty: 3753.893799
	Iteration 11Q: 3 clusters Score -9872984 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 91693 members 
Entering Unmasked Estep 
Score: -9873774.000000 Penalty: 3753.893799
	Iteration 12Q: 3 clusters Score -9873774 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -9874281.000000 Penalty: 3753.893799
	Iteration 13Q: 3 clusters Score -9874281 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -9874612.000000 Penalty: 3753.893799
	Iteration 14Q: 3 clusters Score -9874612 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -9874863.000000 Penalty: 3753.893799
	Iteration 15Q: 3 clusters Score -9874863 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 94775 members 
Entering Unmasked Estep 
Score: -9875143.000000 Penalty: 3753.893799
	Iteration 16Q: 3 clusters Score -9875143 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -9875326.000000 Penalty: 3753.893799
	Iteration 17Q: 3 clusters Score -9875326 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -9875448.000000 Penalty: 3753.893799
	Iteration 18Q: 3 clusters Score -9875448 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -9875608.000000 Penalty: 3753.893799
	Iteration 19Q: 3 clusters Score -9875608 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -9875765.000000 Penalty: 3753.893799
	Iteration 20F: 3 clusters Score -9875765 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 97085 members 
Entering Unmasked Estep 
Score: -9875863.000000 Penalty: 3753.893799
	Iteration 21Q: 3 clusters Score -9875863 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -9876012.000000 Penalty: 3753.893799
	Iteration 22Q: 3 clusters Score -9876012 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 97729 members 
Entering Unmasked Estep 
Score: -9876148.000000 Penalty: 3753.893799
	Iteration 23Q: 3 clusters Score -9876148 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -9876214.000000 Penalty: 3753.893799
	Iteration 24Q: 3 clusters Score -9876214 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 98274 members 
Entering Unmasked Estep 
Score: -9876333.000000 Penalty: 3753.893799
	Iteration 25Q: 3 clusters Score -9876333 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -9876415.000000 Penalty: 3753.893799
	Iteration 26Q: 3 clusters Score -9876415 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
Score: -9876516.000000 Penalty: 3753.893799
	Iteration 27Q: 3 clusters Score -9876516 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 99008 members 
Entering Unmasked Estep 
Score: -9876664.000000 Penalty: 3753.893799
	Iteration 28Q: 3 clusters Score -9876664 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
Score: -9876842.000000 Penalty: 3753.893799
	Iteration 29Q: 3 clusters Score -9876842 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -9877186.000000 Penalty: 3753.893799
	Iteration 30Q: 3 clusters Score -9877186 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 99724 members 
Entering Unmasked Estep 
Score: -9877562.000000 Penalty: 3753.893799
	Iteration 31Q: 3 clusters Score -9877562 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 99908 members 
Entering Unmasked Estep 
Score: -9878039.000000 Penalty: 3753.893799
	Iteration 32Q: 3 clusters Score -9878039 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -9878295.000000 Penalty: 3753.893799
	Iteration 33Q: 3 clusters Score -9878295 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -9878415.000000 Penalty: 3753.893799
	Iteration 34Q: 3 clusters Score -9878415 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 100053 members 
Entering Unmasked Estep 
Score: -9878445.000000 Penalty: 3753.893799
	Iteration 35Q: 3 clusters Score -9878445 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -9878444.000000 Penalty: 3753.893799
	Iteration 36Q: 3 clusters Score -9878444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -9878454.000000 Penalty: 3753.893799
	Iteration 37Q: 3 clusters Score -9878454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 100036 members 
Entering Unmasked Estep 
Score: -9878453.000000 Penalty: 3753.893799
	Iteration 38Q: 3 clusters Score -9878453 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 100027 members 
Entering Unmasked Estep 
Score: -9878466.000000 Penalty: 3753.893799
	Iteration 39Q: 3 clusters Score -9878466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -9878476.000000 Penalty: 3753.893799
	Iteration 40F: 3 clusters Score -9878476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 99991 members 
Entering Unmasked Estep 
Score: -9878474.000000 Penalty: 3753.893799
	Iteration 41Q: 3 clusters Score -9878474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -9878503.000000 Penalty: 3753.893799
	Iteration 42Q: 3 clusters Score -9878503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -9878502.000000 Penalty: 3753.893799
	Iteration 43Q: 3 clusters Score -9878502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 99945 members 
Entering Unmasked Estep 
Score: -9878502.000000 Penalty: 3753.893799
	Iteration 44Q: 3 clusters Score -9878502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 99936 members 
Entering Unmasked Estep 
Score: -9878507.000000 Penalty: 3753.893799
	Iteration 45Q: 3 clusters Score -9878507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -9878510.000000 Penalty: 3753.893799
	Iteration 46Q: 3 clusters Score -9878510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -9878513.000000 Penalty: 3753.893799
	Iteration 47Q: 3 clusters Score -9878513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 99908 members 
Entering Unmasked Estep 
Score: -9878514.000000 Penalty: 3753.893799
	Iteration 48Q: 3 clusters Score -9878514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 99906 members 
Entering Unmasked Estep 
Score: -9878510.000000 Penalty: 3753.893799
	Iteration 49Q: 3 clusters Score -9878510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -9878512.000000 Penalty: 3753.893799
	Iteration 50Q: 3 clusters Score -9878512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -9878512.000000 Penalty: 3753.893799
	Iteration 51F: 3 clusters Score -9878512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16848 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 24161 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 1898 members 
Mstep: Class 11 contains 12132 members 
Mstep: Class 12 contains 2968 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 13360 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 7500 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 17977 members 
Mstep: Class 24 contains 2131 members 
Mstep: Class 25 contains 115193 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 99904 members 
Entering Unmasked Estep 
Score: -44795636.000000 Penalty: 57404.140625
Splitting cluster 17 changes total score from -44789816.000000 to -44795636.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (16878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Entering Unmasked Estep 
Score: -1592380.750000 Penalty: 1581.737061
	Iteration 0F: 2 clusters Score -1592381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1580875.375000 Penalty: 3163.474121
	Iteration 0F: 3 clusters Score -1580875 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1584914.125000 Penalty: 3163.474121
	Iteration 1F: 3 clusters Score -1584914 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1585196.125000 Penalty: 3163.474121
	Iteration 2Q: 3 clusters Score -1585196 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1585479.500000 Penalty: 3163.474121
	Iteration 3Q: 3 clusters Score -1585480 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1585809.375000 Penalty: 3163.474121
	Iteration 4Q: 3 clusters Score -1585809 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1586167.000000 Penalty: 3163.474121
	Iteration 5Q: 3 clusters Score -1586167 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1586540.250000 Penalty: 3163.474121
	Iteration 6Q: 3 clusters Score -1586540 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1586964.625000 Penalty: 3163.474121
	Iteration 7Q: 3 clusters Score -1586965 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1587475.625000 Penalty: 3163.474121
	Iteration 8Q: 3 clusters Score -1587476 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1588012.500000 Penalty: 3163.474121
	Iteration 9Q: 3 clusters Score -1588012 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1588490.750000 Penalty: 3163.474121
	Iteration 10Q: 3 clusters Score -1588491 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1588880.750000 Penalty: 3163.474121
	Iteration 11Q: 3 clusters Score -1588881 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1589204.250000 Penalty: 3163.474121
	Iteration 12Q: 3 clusters Score -1589204 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1589494.500000 Penalty: 3163.474121
	Iteration 13Q: 3 clusters Score -1589494 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1589736.000000 Penalty: 3163.474121
	Iteration 14Q: 3 clusters Score -1589736 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1589956.125000 Penalty: 3163.474121
	Iteration 15Q: 3 clusters Score -1589956 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1590124.500000 Penalty: 3163.474121
	Iteration 16Q: 3 clusters Score -1590124 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1590266.500000 Penalty: 3163.474121
	Iteration 17Q: 3 clusters Score -1590266 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1590385.000000 Penalty: 3163.474121
	Iteration 18Q: 3 clusters Score -1590385 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1590498.375000 Penalty: 3163.474121
	Iteration 19Q: 3 clusters Score -1590498 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1590578.500000 Penalty: 3163.474121
	Iteration 20F: 3 clusters Score -1590578 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1590629.500000 Penalty: 3163.474121
	Iteration 21Q: 3 clusters Score -1590630 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1590668.375000 Penalty: 3163.474121
	Iteration 22Q: 3 clusters Score -1590668 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1590703.875000 Penalty: 3163.474121
	Iteration 23Q: 3 clusters Score -1590704 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1590757.875000 Penalty: 3163.474121
	Iteration 24Q: 3 clusters Score -1590758 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1590806.375000 Penalty: 3163.474121
	Iteration 25Q: 3 clusters Score -1590806 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1590854.250000 Penalty: 3163.474121
	Iteration 26Q: 3 clusters Score -1590854 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1590887.000000 Penalty: 3163.474121
	Iteration 27Q: 3 clusters Score -1590887 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1590924.000000 Penalty: 3163.474121
	Iteration 28Q: 3 clusters Score -1590924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1590955.000000 Penalty: 3163.474121
	Iteration 29Q: 3 clusters Score -1590955 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1590980.875000 Penalty: 3163.474121
	Iteration 30Q: 3 clusters Score -1590981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1591013.125000 Penalty: 3163.474121
	Iteration 31Q: 3 clusters Score -1591013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1591046.250000 Penalty: 3163.474121
	Iteration 32Q: 3 clusters Score -1591046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1591058.875000 Penalty: 3163.474121
	Iteration 33Q: 3 clusters Score -1591059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1591076.625000 Penalty: 3163.474121
	Iteration 34Q: 3 clusters Score -1591077 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1591090.625000 Penalty: 3163.474121
	Iteration 35Q: 3 clusters Score -1591091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1591100.500000 Penalty: 3163.474121
	Iteration 36Q: 3 clusters Score -1591100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1591115.875000 Penalty: 3163.474121
	Iteration 37Q: 3 clusters Score -1591116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1591126.625000 Penalty: 3163.474121
	Iteration 38Q: 3 clusters Score -1591127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1591136.375000 Penalty: 3163.474121
	Iteration 39Q: 3 clusters Score -1591136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1591142.000000 Penalty: 3163.474121
	Iteration 40F: 3 clusters Score -1591142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1591153.250000 Penalty: 3163.474121
	Iteration 41Q: 3 clusters Score -1591153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1591159.250000 Penalty: 3163.474121
	Iteration 42Q: 3 clusters Score -1591159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1591167.125000 Penalty: 3163.474121
	Iteration 43Q: 3 clusters Score -1591167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1591175.750000 Penalty: 3163.474121
	Iteration 44Q: 3 clusters Score -1591176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1591179.000000 Penalty: 3163.474121
	Iteration 45Q: 3 clusters Score -1591179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1591184.750000 Penalty: 3163.474121
	Iteration 46Q: 3 clusters Score -1591185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1591186.125000 Penalty: 3163.474121
	Iteration 47Q: 3 clusters Score -1591186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1591186.875000 Penalty: 3163.474121
	Iteration 48Q: 3 clusters Score -1591187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1591186.875000 Penalty: 3163.474121
	Iteration 49Q: 3 clusters Score -1591187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1591188.750000 Penalty: 3163.474121
	Iteration 50Q: 3 clusters Score -1591189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1591189.125000 Penalty: 3163.474121
	Iteration 51Q: 3 clusters Score -1591189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1591193.750000 Penalty: 3163.474121
	Iteration 52Q: 3 clusters Score -1591194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1591192.250000 Penalty: 3163.474121
	Iteration 53Q: 3 clusters Score -1591192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1591193.750000 Penalty: 3163.474121
	Iteration 54Q: 3 clusters Score -1591194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1591194.875000 Penalty: 3163.474121
	Iteration 55Q: 3 clusters Score -1591195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1591194.875000 Penalty: 3163.474121
	Iteration 56F: 3 clusters Score -1591195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Entering Unmasked Estep 
Score: -627012.125000 Penalty: 1427.674927
	Iteration 0F: 2 clusters Score -627012.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -622107.062500 Penalty: 2855.349854
	Iteration 0F: 3 clusters Score -622107.1 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -623503.500000 Penalty: 2855.349854
	Iteration 1F: 3 clusters Score -623503.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -623731.812500 Penalty: 2855.349854
	Iteration 2F: 3 clusters Score -623731.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -623920.625000 Penalty: 2855.349854
	Iteration 3F: 3 clusters Score -623920.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -624094.062500 Penalty: 2855.349854
	Iteration 4F: 3 clusters Score -624094.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -624275.125000 Penalty: 2855.349854
	Iteration 5Q: 3 clusters Score -624275.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -624498.062500 Penalty: 2855.349854
	Iteration 6F: 3 clusters Score -624498.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -624736.000000 Penalty: 2855.349854
	Iteration 7F: 3 clusters Score -624736 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -624996.250000 Penalty: 2855.349854
	Iteration 8F: 3 clusters Score -624996.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -625251.625000 Penalty: 2855.349854
	Iteration 9Q: 3 clusters Score -625251.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -625451.000000 Penalty: 2855.349854
	Iteration 10Q: 3 clusters Score -625451 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -625598.000000 Penalty: 2855.349854
	Iteration 11Q: 3 clusters Score -625598 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -625694.625000 Penalty: 2855.349854
	Iteration 12Q: 3 clusters Score -625694.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -625751.375000 Penalty: 2855.349854
	Iteration 13Q: 3 clusters Score -625751.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -625779.500000 Penalty: 2855.349854
	Iteration 14Q: 3 clusters Score -625779.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -625802.625000 Penalty: 2855.349854
	Iteration 15Q: 3 clusters Score -625802.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -625820.375000 Penalty: 2855.349854
	Iteration 16Q: 3 clusters Score -625820.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -625837.687500 Penalty: 2855.349854
	Iteration 17Q: 3 clusters Score -625837.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -625850.125000 Penalty: 2855.349854
	Iteration 18Q: 3 clusters Score -625850.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -625858.062500 Penalty: 2855.349854
	Iteration 19Q: 3 clusters Score -625858.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -625863.375000 Penalty: 2855.349854
	Iteration 20F: 3 clusters Score -625863.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -625867.250000 Penalty: 2855.349854
	Iteration 21Q: 3 clusters Score -625867.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -625872.000000 Penalty: 2855.349854
	Iteration 22Q: 3 clusters Score -625872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -625878.500000 Penalty: 2855.349854
	Iteration 23Q: 3 clusters Score -625878.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -625884.687500 Penalty: 2855.349854
	Iteration 24Q: 3 clusters Score -625884.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -625888.500000 Penalty: 2855.349854
	Iteration 25Q: 3 clusters Score -625888.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -625895.125000 Penalty: 2855.349854
	Iteration 26Q: 3 clusters Score -625895.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -625897.187500 Penalty: 2855.349854
	Iteration 27Q: 3 clusters Score -625897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -625897.250000 Penalty: 2855.349854
	Iteration 28Q: 3 clusters Score -625897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -625898.625000 Penalty: 2855.349854
	Iteration 29Q: 3 clusters Score -625898.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -625900.562500 Penalty: 2855.349854
	Iteration 30Q: 3 clusters Score -625900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -625900.875000 Penalty: 2855.349854
	Iteration 31Q: 3 clusters Score -625900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -625902.062500 Penalty: 2855.349854
	Iteration 32Q: 3 clusters Score -625902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -625902.437500 Penalty: 2855.349854
	Iteration 33Q: 3 clusters Score -625902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -625902.562500 Penalty: 2855.349854
	Iteration 34Q: 3 clusters Score -625902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -625902.875000 Penalty: 2855.349854
	Iteration 35Q: 3 clusters Score -625902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -625902.625000 Penalty: 2855.349854
	Iteration 36Q: 3 clusters Score -625902.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -625902.625000 Penalty: 2855.349854
	Iteration 37F: 3 clusters Score -625902.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Entering Unmasked Estep 
Score: -704691.312500 Penalty: 1449.931885
	Iteration 0F: 2 clusters Score -704691.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -699061.875000 Penalty: 2899.863770
	Iteration 0F: 3 clusters Score -699061.9 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -700917.437500 Penalty: 2899.863770
	Iteration 1F: 3 clusters Score -700917.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -701219.062500 Penalty: 2899.863770
	Iteration 2F: 3 clusters Score -701219.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -701461.500000 Penalty: 2899.863770
	Iteration 3F: 3 clusters Score -701461.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -701686.687500 Penalty: 2899.863770
	Iteration 4F: 3 clusters Score -701686.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -701891.375000 Penalty: 2899.863770
	Iteration 5Q: 3 clusters Score -701891.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -702119.750000 Penalty: 2899.863770
	Iteration 6Q: 3 clusters Score -702119.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -702358.750000 Penalty: 2899.863770
	Iteration 7Q: 3 clusters Score -702358.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -702557.062500 Penalty: 2899.863770
	Iteration 8Q: 3 clusters Score -702557.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -702733.687500 Penalty: 2899.863770
	Iteration 9Q: 3 clusters Score -702733.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -702868.875000 Penalty: 2899.863770
	Iteration 10Q: 3 clusters Score -702868.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -702962.812500 Penalty: 2899.863770
	Iteration 11Q: 3 clusters Score -702962.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -703055.937500 Penalty: 2899.863770
	Iteration 12Q: 3 clusters Score -703055.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -703120.937500 Penalty: 2899.863770
	Iteration 13Q: 3 clusters Score -703120.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -703175.625000 Penalty: 2899.863770
	Iteration 14Q: 3 clusters Score -703175.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -703224.312500 Penalty: 2899.863770
	Iteration 15Q: 3 clusters Score -703224.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -703263.500000 Penalty: 2899.863770
	Iteration 16Q: 3 clusters Score -703263.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -703295.187500 Penalty: 2899.863770
	Iteration 17Q: 3 clusters Score -703295.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -703321.500000 Penalty: 2899.863770
	Iteration 18Q: 3 clusters Score -703321.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -703345.937500 Penalty: 2899.863770
	Iteration 19Q: 3 clusters Score -703345.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -703363.000000 Penalty: 2899.863770
	Iteration 20F: 3 clusters Score -703363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -703382.562500 Penalty: 2899.863770
	Iteration 21Q: 3 clusters Score -703382.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -703405.625000 Penalty: 2899.863770
	Iteration 22Q: 3 clusters Score -703405.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -703428.687500 Penalty: 2899.863770
	Iteration 23Q: 3 clusters Score -703428.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -703450.375000 Penalty: 2899.863770
	Iteration 24Q: 3 clusters Score -703450.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -703466.062500 Penalty: 2899.863770
	Iteration 25Q: 3 clusters Score -703466.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -703483.562500 Penalty: 2899.863770
	Iteration 26Q: 3 clusters Score -703483.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -703494.750000 Penalty: 2899.863770
	Iteration 27Q: 3 clusters Score -703494.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -703500.625000 Penalty: 2899.863770
	Iteration 28Q: 3 clusters Score -703500.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -703509.625000 Penalty: 2899.863770
	Iteration 29Q: 3 clusters Score -703509.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -703515.812500 Penalty: 2899.863770
	Iteration 30Q: 3 clusters Score -703515.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -703523.562500 Penalty: 2899.863770
	Iteration 31Q: 3 clusters Score -703523.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -703528.437500 Penalty: 2899.863770
	Iteration 32Q: 3 clusters Score -703528.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -703535.250000 Penalty: 2899.863770
	Iteration 33Q: 3 clusters Score -703535.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -703543.062500 Penalty: 2899.863770
	Iteration 34Q: 3 clusters Score -703543.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -703553.312500 Penalty: 2899.863770
	Iteration 35Q: 3 clusters Score -703553.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -703564.000000 Penalty: 2899.863770
	Iteration 36Q: 3 clusters Score -703564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -703571.625000 Penalty: 2899.863770
	Iteration 37Q: 3 clusters Score -703571.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -703577.500000 Penalty: 2899.863770
	Iteration 38Q: 3 clusters Score -703577.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -703582.687500 Penalty: 2899.863770
	Iteration 39Q: 3 clusters Score -703582.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -703587.250000 Penalty: 2899.863770
	Iteration 40F: 3 clusters Score -703587.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -703591.250000 Penalty: 2899.863770
	Iteration 41Q: 3 clusters Score -703591.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -703592.125000 Penalty: 2899.863770
	Iteration 42Q: 3 clusters Score -703592.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -703595.812500 Penalty: 2899.863770
	Iteration 43Q: 3 clusters Score -703595.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -703598.437500 Penalty: 2899.863770
	Iteration 44Q: 3 clusters Score -703598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -703599.375000 Penalty: 2899.863770
	Iteration 45Q: 3 clusters Score -703599.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -703602.187500 Penalty: 2899.863770
	Iteration 46Q: 3 clusters Score -703602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -703604.062500 Penalty: 2899.863770
	Iteration 47Q: 3 clusters Score -703604.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -703605.562500 Penalty: 2899.863770
	Iteration 48Q: 3 clusters Score -703605.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -703607.875000 Penalty: 2899.863770
	Iteration 49Q: 3 clusters Score -703607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -703607.375000 Penalty: 2899.863770
	Iteration 50Q: 3 clusters Score -703607.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -703609.312500 Penalty: 2899.863770
	Iteration 51Q: 3 clusters Score -703609.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -703610.125000 Penalty: 2899.863770
	Iteration 52Q: 3 clusters Score -703610.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -703609.187500 Penalty: 2899.863770
	Iteration 53Q: 3 clusters Score -703609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -703610.500000 Penalty: 2899.863770
	Iteration 54Q: 3 clusters Score -703610.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -703611.250000 Penalty: 2899.863770
	Iteration 55Q: 3 clusters Score -703611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -703612.125000 Penalty: 2899.863770
	Iteration 56Q: 3 clusters Score -703612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -703613.062500 Penalty: 2899.863770
	Iteration 57Q: 3 clusters Score -703613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -703614.687500 Penalty: 2899.863770
	Iteration 58Q: 3 clusters Score -703614.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -703614.500000 Penalty: 2899.863770
	Iteration 59Q: 3 clusters Score -703614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -703615.562500 Penalty: 2899.863770
	Iteration 60F: 3 clusters Score -703615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -703616.187500 Penalty: 2899.863770
	Iteration 61Q: 3 clusters Score -703616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -703617.500000 Penalty: 2899.863770
	Iteration 62Q: 3 clusters Score -703617.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -703620.500000 Penalty: 2899.863770
	Iteration 63Q: 3 clusters Score -703620.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -703623.062500 Penalty: 2899.863770
	Iteration 64Q: 3 clusters Score -703623.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -703623.625000 Penalty: 2899.863770
	Iteration 65Q: 3 clusters Score -703623.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -703626.562500 Penalty: 2899.863770
	Iteration 66Q: 3 clusters Score -703626.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -703633.250000 Penalty: 2899.863770
	Iteration 67Q: 3 clusters Score -703633.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -703639.125000 Penalty: 2899.863770
	Iteration 68Q: 3 clusters Score -703639.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -703643.375000 Penalty: 2899.863770
	Iteration 69Q: 3 clusters Score -703643.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -703645.687500 Penalty: 2899.863770
	Iteration 70Q: 3 clusters Score -703645.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -703650.000000 Penalty: 2899.863770
	Iteration 71Q: 3 clusters Score -703650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -703652.687500 Penalty: 2899.863770
	Iteration 72Q: 3 clusters Score -703652.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -703655.875000 Penalty: 2899.863770
	Iteration 73Q: 3 clusters Score -703655.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -703659.750000 Penalty: 2899.863770
	Iteration 74Q: 3 clusters Score -703659.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -703661.312500 Penalty: 2899.863770
	Iteration 75Q: 3 clusters Score -703661.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -703663.312500 Penalty: 2899.863770
	Iteration 76Q: 3 clusters Score -703663.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -703666.062500 Penalty: 2899.863770
	Iteration 77Q: 3 clusters Score -703666.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -703667.937500 Penalty: 2899.863770
	Iteration 78Q: 3 clusters Score -703667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -703667.625000 Penalty: 2899.863770
	Iteration 79Q: 3 clusters Score -703667.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -703668.750000 Penalty: 2899.863770
	Iteration 80F: 3 clusters Score -703668.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -703668.500000 Penalty: 2899.863770
	Iteration 81Q: 3 clusters Score -703668.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -703669.375000 Penalty: 2899.863770
	Iteration 82Q: 3 clusters Score -703669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -703669.937500 Penalty: 2899.863770
	Iteration 83Q: 3 clusters Score -703669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -703669.937500 Penalty: 2899.863770
	Iteration 84F: 3 clusters Score -703669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Entering Unmasked Estep 
Score: -563077.625000 Penalty: 1407.797485
	Iteration 0F: 2 clusters Score -563077.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -558604.125000 Penalty: 2815.594971
	Iteration 0F: 3 clusters Score -558604.1 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -559823.500000 Penalty: 2815.594971
	Iteration 1F: 3 clusters Score -559823.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -560015.000000 Penalty: 2815.594971
	Iteration 2F: 3 clusters Score -560015 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -560165.000000 Penalty: 2815.594971
	Iteration 3F: 3 clusters Score -560165 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -560287.500000 Penalty: 2815.594971
	Iteration 4Q: 3 clusters Score -560287.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -560391.750000 Penalty: 2815.594971
	Iteration 5Q: 3 clusters Score -560391.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -560490.312500 Penalty: 2815.594971
	Iteration 6Q: 3 clusters Score -560490.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -560560.812500 Penalty: 2815.594971
	Iteration 7Q: 3 clusters Score -560560.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -560607.187500 Penalty: 2815.594971
	Iteration 8Q: 3 clusters Score -560607.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -560647.375000 Penalty: 2815.594971
	Iteration 9Q: 3 clusters Score -560647.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -560681.250000 Penalty: 2815.594971
	Iteration 10Q: 3 clusters Score -560681.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -560716.000000 Penalty: 2815.594971
	Iteration 11Q: 3 clusters Score -560716 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -560754.062500 Penalty: 2815.594971
	Iteration 12Q: 3 clusters Score -560754.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -560787.812500 Penalty: 2815.594971
	Iteration 13Q: 3 clusters Score -560787.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -560828.687500 Penalty: 2815.594971
	Iteration 14Q: 3 clusters Score -560828.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -560871.250000 Penalty: 2815.594971
	Iteration 15Q: 3 clusters Score -560871.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -560921.500000 Penalty: 2815.594971
	Iteration 16Q: 3 clusters Score -560921.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -560980.125000 Penalty: 2815.594971
	Iteration 17Q: 3 clusters Score -560980.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -561037.125000 Penalty: 2815.594971
	Iteration 18Q: 3 clusters Score -561037.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -561097.187500 Penalty: 2815.594971
	Iteration 19Q: 3 clusters Score -561097.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -561160.375000 Penalty: 2815.594971
	Iteration 20F: 3 clusters Score -561160.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -561221.937500 Penalty: 2815.594971
	Iteration 21Q: 3 clusters Score -561221.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -561281.312500 Penalty: 2815.594971
	Iteration 22Q: 3 clusters Score -561281.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -561335.312500 Penalty: 2815.594971
	Iteration 23Q: 3 clusters Score -561335.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -561394.000000 Penalty: 2815.594971
	Iteration 24Q: 3 clusters Score -561394 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -561455.125000 Penalty: 2815.594971
	Iteration 25Q: 3 clusters Score -561455.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -561507.500000 Penalty: 2815.594971
	Iteration 26Q: 3 clusters Score -561507.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -561552.875000 Penalty: 2815.594971
	Iteration 27Q: 3 clusters Score -561552.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -561598.312500 Penalty: 2815.594971
	Iteration 28Q: 3 clusters Score -561598.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -561652.750000 Penalty: 2815.594971
	Iteration 29Q: 3 clusters Score -561652.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -561702.750000 Penalty: 2815.594971
	Iteration 30Q: 3 clusters Score -561702.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -561741.125000 Penalty: 2815.594971
	Iteration 31Q: 3 clusters Score -561741.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -561783.625000 Penalty: 2815.594971
	Iteration 32Q: 3 clusters Score -561783.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -561822.187500 Penalty: 2815.594971
	Iteration 33Q: 3 clusters Score -561822.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -561852.500000 Penalty: 2815.594971
	Iteration 34Q: 3 clusters Score -561852.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -561873.875000 Penalty: 2815.594971
	Iteration 35Q: 3 clusters Score -561873.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -561886.687500 Penalty: 2815.594971
	Iteration 36Q: 3 clusters Score -561886.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -561900.937500 Penalty: 2815.594971
	Iteration 37Q: 3 clusters Score -561900.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -561916.625000 Penalty: 2815.594971
	Iteration 38Q: 3 clusters Score -561916.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -561930.250000 Penalty: 2815.594971
	Iteration 39Q: 3 clusters Score -561930.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -561940.375000 Penalty: 2815.594971
	Iteration 40F: 3 clusters Score -561940.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -561947.562500 Penalty: 2815.594971
	Iteration 41Q: 3 clusters Score -561947.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -561955.250000 Penalty: 2815.594971
	Iteration 42Q: 3 clusters Score -561955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -561961.125000 Penalty: 2815.594971
	Iteration 43Q: 3 clusters Score -561961.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -561963.687500 Penalty: 2815.594971
	Iteration 44Q: 3 clusters Score -561963.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -561968.500000 Penalty: 2815.594971
	Iteration 45Q: 3 clusters Score -561968.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -561970.875000 Penalty: 2815.594971
	Iteration 46Q: 3 clusters Score -561970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -561974.250000 Penalty: 2815.594971
	Iteration 47Q: 3 clusters Score -561974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -561976.812500 Penalty: 2815.594971
	Iteration 48Q: 3 clusters Score -561976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -561979.125000 Penalty: 2815.594971
	Iteration 49Q: 3 clusters Score -561979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -561983.250000 Penalty: 2815.594971
	Iteration 50Q: 3 clusters Score -561983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -561985.312500 Penalty: 2815.594971
	Iteration 51Q: 3 clusters Score -561985.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -561985.937500 Penalty: 2815.594971
	Iteration 52Q: 3 clusters Score -561985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -561987.062500 Penalty: 2815.594971
	Iteration 53Q: 3 clusters Score -561987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -561988.875000 Penalty: 2815.594971
	Iteration 54Q: 3 clusters Score -561988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -561989.812500 Penalty: 2815.594971
	Iteration 55Q: 3 clusters Score -561989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -561991.000000 Penalty: 2815.594971
	Iteration 56Q: 3 clusters Score -561991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -561992.437500 Penalty: 2815.594971
	Iteration 57Q: 3 clusters Score -561992.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -561992.437500 Penalty: 2815.594971
	Iteration 58F: 3 clusters Score -561992.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -224358.265625 Penalty: 1261.973877
	Iteration 0F: 2 clusters Score -224358.3 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 1217 members 
Entering Unmasked Estep 
Score: -222062.140625 Penalty: 2523.947754
	Iteration 0F: 3 clusters Score -222062.1 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -222548.125000 Penalty: 2523.947754
	Iteration 1F: 3 clusters Score -222548.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -222651.359375 Penalty: 2523.947754
	Iteration 2F: 3 clusters Score -222651.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -222718.140625 Penalty: 2523.947754
	Iteration 3Q: 3 clusters Score -222718.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -222761.468750 Penalty: 2523.947754
	Iteration 4Q: 3 clusters Score -222761.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -222796.578125 Penalty: 2523.947754
	Iteration 5Q: 3 clusters Score -222796.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -222821.921875 Penalty: 2523.947754
	Iteration 6Q: 3 clusters Score -222821.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -222845.859375 Penalty: 2523.947754
	Iteration 7Q: 3 clusters Score -222845.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -222868.093750 Penalty: 2523.947754
	Iteration 8Q: 3 clusters Score -222868.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -222882.468750 Penalty: 2523.947754
	Iteration 9Q: 3 clusters Score -222882.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -222892.968750 Penalty: 2523.947754
	Iteration 10Q: 3 clusters Score -222893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -222908.765625 Penalty: 2523.947754
	Iteration 11Q: 3 clusters Score -222908.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -222925.343750 Penalty: 2523.947754
	Iteration 12Q: 3 clusters Score -222925.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -222939.718750 Penalty: 2523.947754
	Iteration 13Q: 3 clusters Score -222939.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -222953.703125 Penalty: 2523.947754
	Iteration 14Q: 3 clusters Score -222953.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -222967.312500 Penalty: 2523.947754
	Iteration 15Q: 3 clusters Score -222967.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -222978.250000 Penalty: 2523.947754
	Iteration 16Q: 3 clusters Score -222978.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -222987.062500 Penalty: 2523.947754
	Iteration 17Q: 3 clusters Score -222987.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -222994.796875 Penalty: 2523.947754
	Iteration 18Q: 3 clusters Score -222994.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -223004.484375 Penalty: 2523.947754
	Iteration 19Q: 3 clusters Score -223004.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -223014.390625 Penalty: 2523.947754
	Iteration 20F: 3 clusters Score -223014.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -223025.734375 Penalty: 2523.947754
	Iteration 21Q: 3 clusters Score -223025.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -223039.000000 Penalty: 2523.947754
	Iteration 22Q: 3 clusters Score -223039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -223050.562500 Penalty: 2523.947754
	Iteration 23Q: 3 clusters Score -223050.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -223060.953125 Penalty: 2523.947754
	Iteration 24Q: 3 clusters Score -223061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -223070.671875 Penalty: 2523.947754
	Iteration 25Q: 3 clusters Score -223070.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -223081.546875 Penalty: 2523.947754
	Iteration 26Q: 3 clusters Score -223081.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -223091.156250 Penalty: 2523.947754
	Iteration 27Q: 3 clusters Score -223091.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -223096.796875 Penalty: 2523.947754
	Iteration 28Q: 3 clusters Score -223096.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -223103.312500 Penalty: 2523.947754
	Iteration 29Q: 3 clusters Score -223103.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -223106.890625 Penalty: 2523.947754
	Iteration 30Q: 3 clusters Score -223106.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -223108.687500 Penalty: 2523.947754
	Iteration 31Q: 3 clusters Score -223108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -223110.234375 Penalty: 2523.947754
	Iteration 32Q: 3 clusters Score -223110.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -223112.187500 Penalty: 2523.947754
	Iteration 33Q: 3 clusters Score -223112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -223113.015625 Penalty: 2523.947754
	Iteration 34Q: 3 clusters Score -223113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -223114.359375 Penalty: 2523.947754
	Iteration 35Q: 3 clusters Score -223114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -223117.281250 Penalty: 2523.947754
	Iteration 36Q: 3 clusters Score -223117.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -223121.281250 Penalty: 2523.947754
	Iteration 37Q: 3 clusters Score -223121.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -223124.484375 Penalty: 2523.947754
	Iteration 38Q: 3 clusters Score -223124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -223126.046875 Penalty: 2523.947754
	Iteration 39Q: 3 clusters Score -223126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -223126.828125 Penalty: 2523.947754
	Iteration 40F: 3 clusters Score -223126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -223127.562500 Penalty: 2523.947754
	Iteration 41Q: 3 clusters Score -223127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -223127.546875 Penalty: 2523.947754
	Iteration 42Q: 3 clusters Score -223127.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -223127.546875 Penalty: 2523.947754
	Iteration 43F: 3 clusters Score -223127.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16848 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 24161 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 1898 members 
Mstep: Class 11 contains 12132 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 13360 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 7500 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 2359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44799984.000000 Penalty: 57404.140625
Iteration 39Q: 28 clusters Score -4.479998e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 17138 members 
Mstep: Class 3 contains 20978 members 
Mstep: Class 4 contains 24356 members 
Mstep: Class 5 contains 32123 members 
Mstep: Class 6 contains 10675 members 
Mstep: Class 7 contains 1088 members 
Mstep: Class 8 contains 6032 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 1949 members 
Mstep: Class 11 contains 12135 members 
Mstep: Class 12 contains 2888 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 14 contains 3122 members 
Mstep: Class 15 contains 15856 members 
Mstep: Class 16 contains 14083 members 
Mstep: Class 17 contains 4349 members 
Mstep: Class 18 contains 17326 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 7521 members 
Mstep: Class 21 contains 5861 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 17158 members 
Mstep: Class 24 contains 2122 members 
Mstep: Class 25 contains 114786 members 
Mstep: Class 26 contains 4577 members 
Mstep: Class 27 contains 98141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44804272.000000 Penalty: 57404.140625
Iteration 40F: 28 clusters Score -4.480427e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 16906 members 
Mstep: Class 3 contains 20952 members 
Mstep: Class 4 contains 24422 members 
Mstep: Class 5 contains 31490 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 3590 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 11384 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 3421 members 
Mstep: Class 15 contains 15866 members 
Mstep: Class 16 contains 14437 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 17618 members 
Mstep: Class 19 contains 6596 members 
Mstep: Class 20 contains 7494 members 
Mstep: Class 21 contains 5892 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 16498 members 
Mstep: Class 24 contains 2181 members 
Mstep: Class 25 contains 115315 members 
Mstep: Class 26 contains 4740 members 
Mstep: Class 27 contains 98031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44806864.000000 Penalty: 57404.140625
Iteration 41Q: 28 clusters Score -4.480686e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 16719 members 
Mstep: Class 3 contains 20948 members 
Mstep: Class 4 contains 24466 members 
Mstep: Class 5 contains 30880 members 
Mstep: Class 6 contains 10784 members 
Mstep: Class 7 contains 1041 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 10729 members 
Mstep: Class 12 contains 2746 members 
Mstep: Class 13 contains 3143 members 
Mstep: Class 14 contains 3574 members 
Mstep: Class 15 contains 15887 members 
Mstep: Class 16 contains 14786 members 
Mstep: Class 17 contains 4905 members 
Mstep: Class 18 contains 18092 members 
Mstep: Class 19 contains 6592 members 
Mstep: Class 20 contains 7460 members 
Mstep: Class 21 contains 5905 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 15695 members 
Mstep: Class 24 contains 2239 members 
Mstep: Class 25 contains 115802 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 97867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44809048.000000 Penalty: 57404.140625
Iteration 42Q: 28 clusters Score -4.480905e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 16483 members 
Mstep: Class 3 contains 20931 members 
Mstep: Class 4 contains 24510 members 
Mstep: Class 5 contains 30313 members 
Mstep: Class 6 contains 10848 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 6133 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 10157 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 3686 members 
Mstep: Class 15 contains 15902 members 
Mstep: Class 16 contains 15184 members 
Mstep: Class 17 contains 5202 members 
Mstep: Class 18 contains 18579 members 
Mstep: Class 19 contains 6611 members 
Mstep: Class 20 contains 7454 members 
Mstep: Class 21 contains 5916 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 14904 members 
Mstep: Class 24 contains 2293 members 
Mstep: Class 25 contains 116240 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 97690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44811044.000000 Penalty: 57404.140625
Iteration 43Q: 28 clusters Score -4.481104e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 16242 members 
Mstep: Class 3 contains 20906 members 
Mstep: Class 4 contains 24553 members 
Mstep: Class 5 contains 29758 members 
Mstep: Class 6 contains 10913 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 6143 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 9643 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 3199 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 15909 members 
Mstep: Class 16 contains 15575 members 
Mstep: Class 17 contains 5496 members 
Mstep: Class 18 contains 18985 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 5920 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 14281 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 116640 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 97570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44812392.000000 Penalty: 57404.140625
Iteration 44Q: 28 clusters Score -4.481239e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 15974 members 
Mstep: Class 3 contains 20895 members 
Mstep: Class 4 contains 24557 members 
Mstep: Class 5 contains 29183 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 8 contains 6139 members 
Mstep: Class 9 contains 2998 members 
Mstep: Class 10 contains 2369 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 2509 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 3842 members 
Mstep: Class 15 contains 15917 members 
Mstep: Class 16 contains 15985 members 
Mstep: Class 17 contains 5791 members 
Mstep: Class 18 contains 19256 members 
Mstep: Class 19 contains 6627 members 
Mstep: Class 20 contains 7463 members 
Mstep: Class 21 contains 5921 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 13843 members 
Mstep: Class 24 contains 2357 members 
Mstep: Class 25 contains 116997 members 
Mstep: Class 26 contains 5166 members 
Mstep: Class 27 contains 97468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44813200.000000 Penalty: 57404.140625
Iteration 45Q: 28 clusters Score -4.48132e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 15735 members 
Mstep: Class 3 contains 20893 members 
Mstep: Class 4 contains 24558 members 
Mstep: Class 5 contains 28645 members 
Mstep: Class 6 contains 11008 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 15940 members 
Mstep: Class 16 contains 16379 members 
Mstep: Class 17 contains 6069 members 
Mstep: Class 18 contains 19474 members 
Mstep: Class 19 contains 6630 members 
Mstep: Class 20 contains 7482 members 
Mstep: Class 21 contains 5908 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 13484 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 117348 members 
Mstep: Class 26 contains 5233 members 
Mstep: Class 27 contains 97355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44813932.000000 Penalty: 57404.140625
Iteration 46Q: 28 clusters Score -4.481393e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 15513 members 
Mstep: Class 3 contains 20887 members 
Mstep: Class 4 contains 24547 members 
Mstep: Class 5 contains 28139 members 
Mstep: Class 6 contains 11027 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 8447 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 3923 members 
Mstep: Class 15 contains 15961 members 
Mstep: Class 16 contains 16758 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 19638 members 
Mstep: Class 19 contains 6618 members 
Mstep: Class 20 contains 7494 members 
Mstep: Class 21 contains 5898 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 13218 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 117659 members 
Mstep: Class 26 contains 5277 members 
Mstep: Class 27 contains 97254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814164.000000 Penalty: 57404.140625
Iteration 47Q: 28 clusters Score -4.481416e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 15309 members 
Mstep: Class 3 contains 20877 members 
Mstep: Class 4 contains 24532 members 
Mstep: Class 5 contains 27729 members 
Mstep: Class 6 contains 11049 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 8143 members 
Mstep: Class 12 contains 2267 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 3961 members 
Mstep: Class 15 contains 15965 members 
Mstep: Class 16 contains 17108 members 
Mstep: Class 17 contains 6597 members 
Mstep: Class 18 contains 19790 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 7494 members 
Mstep: Class 21 contains 5881 members 
Mstep: Class 22 contains 2344 members 
Mstep: Class 23 contains 13001 members 
Mstep: Class 24 contains 2419 members 
Mstep: Class 25 contains 117926 members 
Mstep: Class 26 contains 5303 members 
Mstep: Class 27 contains 97168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814424.000000 Penalty: 57404.140625
Iteration 48Q: 28 clusters Score -4.481442e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 15111 members 
Mstep: Class 3 contains 20889 members 
Mstep: Class 4 contains 24512 members 
Mstep: Class 5 contains 27332 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 7869 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 4002 members 
Mstep: Class 15 contains 15955 members 
Mstep: Class 16 contains 17408 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 19922 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 7511 members 
Mstep: Class 21 contains 5865 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 12814 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 118171 members 
Mstep: Class 26 contains 5327 members 
Mstep: Class 27 contains 97111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44814880.000000 Penalty: 57404.140625
Iteration 49Q: 28 clusters Score -4.481488e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 14926 members 
Mstep: Class 3 contains 20910 members 
Mstep: Class 4 contains 24495 members 
Mstep: Class 5 contains 26953 members 
Mstep: Class 6 contains 11086 members 
Mstep: Class 7 contains 1022 members 
Mstep: Class 8 contains 6116 members 
Mstep: Class 9 contains 2654 members 
Mstep: Class 10 contains 2665 members 
Mstep: Class 11 contains 7626 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 4031 members 
Mstep: Class 15 contains 15959 members 
Mstep: Class 16 contains 17688 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 20046 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 7540 members 
Mstep: Class 21 contains 5851 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 12622 members 
Mstep: Class 24 contains 2430 members 
Mstep: Class 25 contains 118381 members 
Mstep: Class 26 contains 5344 members 
Mstep: Class 27 contains 97042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815180.000000 Penalty: 57404.140625
Iteration 50Q: 28 clusters Score -4.481518e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 14730 members 
Mstep: Class 3 contains 20933 members 
Mstep: Class 4 contains 24492 members 
Mstep: Class 5 contains 26606 members 
Mstep: Class 6 contains 11098 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 7392 members 
Mstep: Class 12 contains 2082 members 
Mstep: Class 13 contains 3190 members 
Mstep: Class 14 contains 4079 members 
Mstep: Class 15 contains 15951 members 
Mstep: Class 16 contains 17950 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 20154 members 
Mstep: Class 19 contains 6503 members 
Mstep: Class 20 contains 7573 members 
Mstep: Class 21 contains 5839 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 12468 members 
Mstep: Class 24 contains 2440 members 
Mstep: Class 25 contains 118593 members 
Mstep: Class 26 contains 5361 members 
Mstep: Class 27 contains 97000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815612.000000 Penalty: 57404.140625
Iteration 51Q: 28 clusters Score -4.481561e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 14559 members 
Mstep: Class 3 contains 20960 members 
Mstep: Class 4 contains 24475 members 
Mstep: Class 5 contains 26319 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 2763 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 4119 members 
Mstep: Class 15 contains 15943 members 
Mstep: Class 16 contains 18161 members 
Mstep: Class 17 contains 7324 members 
Mstep: Class 18 contains 20213 members 
Mstep: Class 19 contains 6458 members 
Mstep: Class 20 contains 7628 members 
Mstep: Class 21 contains 5830 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 2449 members 
Mstep: Class 25 contains 118782 members 
Mstep: Class 26 contains 5380 members 
Mstep: Class 27 contains 96995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815776.000000 Penalty: 57404.140625
Iteration 52Q: 28 clusters Score -4.481578e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 14379 members 
Mstep: Class 3 contains 20983 members 
Mstep: Class 4 contains 24471 members 
Mstep: Class 5 contains 26070 members 
Mstep: Class 6 contains 11121 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 8 contains 6103 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 2797 members 
Mstep: Class 11 contains 7005 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 3195 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 15940 members 
Mstep: Class 16 contains 18351 members 
Mstep: Class 17 contains 7454 members 
Mstep: Class 18 contains 20265 members 
Mstep: Class 19 contains 6408 members 
Mstep: Class 20 contains 7673 members 
Mstep: Class 21 contains 5821 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 12223 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 118915 members 
Mstep: Class 26 contains 5408 members 
Mstep: Class 27 contains 96978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44815952.000000 Penalty: 57404.140625
Iteration 53Q: 28 clusters Score -4.481595e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 14196 members 
Mstep: Class 3 contains 20993 members 
Mstep: Class 4 contains 24464 members 
Mstep: Class 5 contains 25822 members 
Mstep: Class 6 contains 11132 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 6096 members 
Mstep: Class 9 contains 2454 members 
Mstep: Class 10 contains 2825 members 
Mstep: Class 11 contains 6838 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 3195 members 
Mstep: Class 14 contains 4198 members 
Mstep: Class 15 contains 15947 members 
Mstep: Class 16 contains 18523 members 
Mstep: Class 17 contains 7566 members 
Mstep: Class 18 contains 20321 members 
Mstep: Class 19 contains 6345 members 
Mstep: Class 20 contains 7715 members 
Mstep: Class 21 contains 5806 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 12126 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 119060 members 
Mstep: Class 26 contains 5427 members 
Mstep: Class 27 contains 97019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816124.000000 Penalty: 57404.140625
Iteration 54Q: 28 clusters Score -4.481612e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 14005 members 
Mstep: Class 3 contains 20985 members 
Mstep: Class 4 contains 24473 members 
Mstep: Class 5 contains 25631 members 
Mstep: Class 6 contains 11140 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 2428 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 15944 members 
Mstep: Class 16 contains 18697 members 
Mstep: Class 17 contains 7666 members 
Mstep: Class 18 contains 20360 members 
Mstep: Class 19 contains 6298 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 5799 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 12040 members 
Mstep: Class 24 contains 2489 members 
Mstep: Class 25 contains 119186 members 
Mstep: Class 26 contains 5449 members 
Mstep: Class 27 contains 97073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816468.000000 Penalty: 57404.140625
Iteration 55Q: 28 clusters Score -4.481647e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 13847 members 
Mstep: Class 3 contains 20994 members 
Mstep: Class 4 contains 24477 members 
Mstep: Class 5 contains 25450 members 
Mstep: Class 6 contains 11145 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 2865 members 
Mstep: Class 11 contains 6553 members 
Mstep: Class 12 contains 1910 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 15937 members 
Mstep: Class 16 contains 18853 members 
Mstep: Class 17 contains 7743 members 
Mstep: Class 18 contains 20389 members 
Mstep: Class 19 contains 6246 members 
Mstep: Class 20 contains 7774 members 
Mstep: Class 21 contains 5797 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11937 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 119307 members 
Mstep: Class 26 contains 5472 members 
Mstep: Class 27 contains 97125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816524.000000 Penalty: 57404.140625
Iteration 56Q: 28 clusters Score -4.481652e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 13677 members 
Mstep: Class 3 contains 20994 members 
Mstep: Class 4 contains 24480 members 
Mstep: Class 5 contains 25293 members 
Mstep: Class 6 contains 11158 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 2874 members 
Mstep: Class 11 contains 6427 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 4256 members 
Mstep: Class 15 contains 15933 members 
Mstep: Class 16 contains 18953 members 
Mstep: Class 17 contains 7806 members 
Mstep: Class 18 contains 20405 members 
Mstep: Class 19 contains 6200 members 
Mstep: Class 20 contains 7819 members 
Mstep: Class 21 contains 5792 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11853 members 
Mstep: Class 24 contains 2507 members 
Mstep: Class 25 contains 119413 members 
Mstep: Class 26 contains 5496 members 
Mstep: Class 27 contains 97207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816544.000000 Penalty: 57404.140625
Iteration 57Q: 28 clusters Score -4.481654e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 13497 members 
Mstep: Class 3 contains 20990 members 
Mstep: Class 4 contains 24484 members 
Mstep: Class 5 contains 25165 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 2891 members 
Mstep: Class 11 contains 6284 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 15934 members 
Mstep: Class 16 contains 19040 members 
Mstep: Class 17 contains 7853 members 
Mstep: Class 18 contains 20388 members 
Mstep: Class 19 contains 6160 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 5783 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11779 members 
Mstep: Class 24 contains 2512 members 
Mstep: Class 25 contains 119544 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 97332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816736.000000 Penalty: 57404.140625
Iteration 58Q: 28 clusters Score -4.481674e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 13301 members 
Mstep: Class 3 contains 20981 members 
Mstep: Class 4 contains 24484 members 
Mstep: Class 5 contains 25049 members 
Mstep: Class 6 contains 11178 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 6086 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 2896 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 4300 members 
Mstep: Class 15 contains 15926 members 
Mstep: Class 16 contains 19104 members 
Mstep: Class 17 contains 7897 members 
Mstep: Class 18 contains 20371 members 
Mstep: Class 19 contains 6120 members 
Mstep: Class 20 contains 7913 members 
Mstep: Class 21 contains 5778 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 11705 members 
Mstep: Class 24 contains 2519 members 
Mstep: Class 25 contains 119666 members 
Mstep: Class 26 contains 5528 members 
Mstep: Class 27 contains 97498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816960.000000 Penalty: 57404.140625
Iteration 59Q: 28 clusters Score -4.481696e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 13120 members 
Mstep: Class 3 contains 20964 members 
Mstep: Class 4 contains 24475 members 
Mstep: Class 5 contains 24952 members 
Mstep: Class 6 contains 11191 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 6083 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 6033 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 15913 members 
Mstep: Class 16 contains 19174 members 
Mstep: Class 17 contains 7942 members 
Mstep: Class 18 contains 20359 members 
Mstep: Class 19 contains 6093 members 
Mstep: Class 20 contains 7961 members 
Mstep: Class 21 contains 5764 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11619 members 
Mstep: Class 24 contains 2519 members 
Mstep: Class 25 contains 119769 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 97645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817096.000000 Penalty: 57404.140625
Iteration 60F: 28 clusters Score -4.48171e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 12928 members 
Mstep: Class 3 contains 20952 members 
Mstep: Class 4 contains 24471 members 
Mstep: Class 5 contains 24884 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 6079 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 2923 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 1847 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 14 contains 4329 members 
Mstep: Class 15 contains 15901 members 
Mstep: Class 16 contains 19227 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 20348 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 5758 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 11525 members 
Mstep: Class 24 contains 2528 members 
Mstep: Class 25 contains 119856 members 
Mstep: Class 26 contains 5548 members 
Mstep: Class 27 contains 97821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817300.000000 Penalty: 57404.140625
Iteration 61Q: 28 clusters Score -4.48173e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 12710 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 24469 members 
Mstep: Class 5 contains 24816 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 6077 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 5841 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 3238 members 
Mstep: Class 14 contains 4339 members 
Mstep: Class 15 contains 15897 members 
Mstep: Class 16 contains 19284 members 
Mstep: Class 17 contains 8036 members 
Mstep: Class 18 contains 20317 members 
Mstep: Class 19 contains 6037 members 
Mstep: Class 20 contains 8060 members 
Mstep: Class 21 contains 5747 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 11436 members 
Mstep: Class 24 contains 2534 members 
Mstep: Class 25 contains 119939 members 
Mstep: Class 26 contains 5562 members 
Mstep: Class 27 contains 98019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817560.000000 Penalty: 57404.140625
Iteration 62Q: 28 clusters Score -4.481756e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 12468 members 
Mstep: Class 3 contains 20927 members 
Mstep: Class 4 contains 24459 members 
Mstep: Class 5 contains 24752 members 
Mstep: Class 6 contains 11194 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 6077 members 
Mstep: Class 9 contains 2250 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 5749 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 4357 members 
Mstep: Class 15 contains 15897 members 
Mstep: Class 16 contains 19340 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 20295 members 
Mstep: Class 19 contains 6002 members 
Mstep: Class 20 contains 8110 members 
Mstep: Class 21 contains 5739 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 11358 members 
Mstep: Class 24 contains 2543 members 
Mstep: Class 25 contains 120017 members 
Mstep: Class 26 contains 5571 members 
Mstep: Class 27 contains 98247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817688.000000 Penalty: 57404.140625
Iteration 63Q: 28 clusters Score -4.481769e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 12218 members 
Mstep: Class 3 contains 20909 members 
Mstep: Class 4 contains 24448 members 
Mstep: Class 5 contains 24690 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 6076 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 2989 members 
Mstep: Class 11 contains 5665 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 3272 members 
Mstep: Class 14 contains 4365 members 
Mstep: Class 15 contains 15900 members 
Mstep: Class 16 contains 19384 members 
Mstep: Class 17 contains 8112 members 
Mstep: Class 18 contains 20277 members 
Mstep: Class 19 contains 5962 members 
Mstep: Class 20 contains 8158 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 11278 members 
Mstep: Class 24 contains 2551 members 
Mstep: Class 25 contains 120093 members 
Mstep: Class 26 contains 5577 members 
Mstep: Class 27 contains 98510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817676.000000 Penalty: 57404.140625
Iteration 64Q: 28 clusters Score -4.481768e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 11962 members 
Mstep: Class 3 contains 20900 members 
Mstep: Class 4 contains 24442 members 
Mstep: Class 5 contains 24623 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 6072 members 
Mstep: Class 9 contains 2181 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 5585 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 15900 members 
Mstep: Class 16 contains 19434 members 
Mstep: Class 17 contains 8139 members 
Mstep: Class 18 contains 20260 members 
Mstep: Class 19 contains 5928 members 
Mstep: Class 20 contains 8213 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 11190 members 
Mstep: Class 24 contains 2562 members 
Mstep: Class 25 contains 120168 members 
Mstep: Class 26 contains 5580 members 
Mstep: Class 27 contains 98781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44817980.000000 Penalty: 57404.140625
Iteration 65Q: 28 clusters Score -4.481798e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 20888 members 
Mstep: Class 4 contains 24436 members 
Mstep: Class 5 contains 24562 members 
Mstep: Class 6 contains 11184 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 6072 members 
Mstep: Class 9 contains 2132 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 5511 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 15899 members 
Mstep: Class 16 contains 19466 members 
Mstep: Class 17 contains 8157 members 
Mstep: Class 18 contains 20233 members 
Mstep: Class 19 contains 5879 members 
Mstep: Class 20 contains 8290 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 11108 members 
Mstep: Class 24 contains 2571 members 
Mstep: Class 25 contains 120243 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 99068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818092.000000 Penalty: 57404.140625
Iteration 66Q: 28 clusters Score -4.481809e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 11425 members 
Mstep: Class 3 contains 20868 members 
Mstep: Class 4 contains 24427 members 
Mstep: Class 5 contains 24509 members 
Mstep: Class 6 contains 11178 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 6072 members 
Mstep: Class 9 contains 2100 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 5448 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 4392 members 
Mstep: Class 15 contains 15899 members 
Mstep: Class 16 contains 19504 members 
Mstep: Class 17 contains 8179 members 
Mstep: Class 18 contains 20188 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 8359 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 2355 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 120306 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 99375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818320.000000 Penalty: 57404.140625
Iteration 67Q: 28 clusters Score -4.481832e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 11136 members 
Mstep: Class 3 contains 20853 members 
Mstep: Class 4 contains 24419 members 
Mstep: Class 5 contains 24460 members 
Mstep: Class 6 contains 11161 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 6075 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 5391 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 3308 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 15895 members 
Mstep: Class 16 contains 19545 members 
Mstep: Class 17 contains 8200 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 5821 members 
Mstep: Class 20 contains 8420 members 
Mstep: Class 21 contains 5742 members 
Mstep: Class 22 contains 2355 members 
Mstep: Class 23 contains 10982 members 
Mstep: Class 24 contains 2599 members 
Mstep: Class 25 contains 120370 members 
Mstep: Class 26 contains 5608 members 
Mstep: Class 27 contains 99665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818384.000000 Penalty: 57404.140625
Iteration 68Q: 28 clusters Score -4.481838e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 10838 members 
Mstep: Class 3 contains 20845 members 
Mstep: Class 4 contains 24412 members 
Mstep: Class 5 contains 24412 members 
Mstep: Class 6 contains 11142 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 6076 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 5351 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 4411 members 
Mstep: Class 15 contains 15894 members 
Mstep: Class 16 contains 19575 members 
Mstep: Class 17 contains 8212 members 
Mstep: Class 18 contains 20123 members 
Mstep: Class 19 contains 5773 members 
Mstep: Class 20 contains 8491 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 10922 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 120422 members 
Mstep: Class 26 contains 5623 members 
Mstep: Class 27 contains 99992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818584.000000 Penalty: 57404.140625
Iteration 69Q: 28 clusters Score -4.481858e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 10518 members 
Mstep: Class 3 contains 20848 members 
Mstep: Class 4 contains 24407 members 
Mstep: Class 5 contains 24369 members 
Mstep: Class 6 contains 11129 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 6077 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 5313 members 
Mstep: Class 12 contains 1775 members 
Mstep: Class 13 contains 3323 members 
Mstep: Class 14 contains 4418 members 
Mstep: Class 15 contains 15891 members 
Mstep: Class 16 contains 19607 members 
Mstep: Class 17 contains 8225 members 
Mstep: Class 18 contains 20096 members 
Mstep: Class 19 contains 5711 members 
Mstep: Class 20 contains 8556 members 
Mstep: Class 21 contains 5757 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 10867 members 
Mstep: Class 24 contains 2626 members 
Mstep: Class 25 contains 120475 members 
Mstep: Class 26 contains 5632 members 
Mstep: Class 27 contains 100347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818588.000000 Penalty: 57404.140625
Iteration 70Q: 28 clusters Score -4.481859e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 20846 members 
Mstep: Class 4 contains 24407 members 
Mstep: Class 5 contains 24333 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 6077 members 
Mstep: Class 9 contains 1991 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 5272 members 
Mstep: Class 12 contains 1770 members 
Mstep: Class 13 contains 3311 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 15888 members 
Mstep: Class 16 contains 19629 members 
Mstep: Class 17 contains 8239 members 
Mstep: Class 18 contains 20081 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 8618 members 
Mstep: Class 21 contains 5761 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 10806 members 
Mstep: Class 24 contains 2643 members 
Mstep: Class 25 contains 120530 members 
Mstep: Class 26 contains 5637 members 
Mstep: Class 27 contains 100729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44818936.000000 Penalty: 57404.140625
Iteration 71Q: 28 clusters Score -4.481894e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 9839 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 24407 members 
Mstep: Class 5 contains 24297 members 
Mstep: Class 6 contains 11101 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 6078 members 
Mstep: Class 9 contains 1972 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 5233 members 
Mstep: Class 12 contains 1766 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 4430 members 
Mstep: Class 15 contains 15894 members 
Mstep: Class 16 contains 19662 members 
Mstep: Class 17 contains 8256 members 
Mstep: Class 18 contains 20050 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 5760 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 10752 members 
Mstep: Class 24 contains 2655 members 
Mstep: Class 25 contains 120592 members 
Mstep: Class 26 contains 5640 members 
Mstep: Class 27 contains 101092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819168.000000 Penalty: 57404.140625
Iteration 72Q: 28 clusters Score -4.481917e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 9493 members 
Mstep: Class 3 contains 20826 members 
Mstep: Class 4 contains 24414 members 
Mstep: Class 5 contains 24278 members 
Mstep: Class 6 contains 11091 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 6075 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 1762 members 
Mstep: Class 13 contains 3272 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 15902 members 
Mstep: Class 16 contains 19686 members 
Mstep: Class 17 contains 8264 members 
Mstep: Class 18 contains 20020 members 
Mstep: Class 19 contains 5561 members 
Mstep: Class 20 contains 8733 members 
Mstep: Class 21 contains 5761 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 10711 members 
Mstep: Class 24 contains 2669 members 
Mstep: Class 25 contains 120637 members 
Mstep: Class 26 contains 5634 members 
Mstep: Class 27 contains 101470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819244.000000 Penalty: 57404.140625
Iteration 73Q: 28 clusters Score -4.481924e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 9151 members 
Mstep: Class 3 contains 20820 members 
Mstep: Class 4 contains 24418 members 
Mstep: Class 5 contains 24268 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 6070 members 
Mstep: Class 9 contains 1953 members 
Mstep: Class 10 contains 2985 members 
Mstep: Class 11 contains 5178 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 4443 members 
Mstep: Class 15 contains 15903 members 
Mstep: Class 16 contains 19704 members 
Mstep: Class 17 contains 8273 members 
Mstep: Class 18 contains 19986 members 
Mstep: Class 19 contains 5534 members 
Mstep: Class 20 contains 8781 members 
Mstep: Class 21 contains 5766 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 10654 members 
Mstep: Class 24 contains 2685 members 
Mstep: Class 25 contains 120684 members 
Mstep: Class 26 contains 5637 members 
Mstep: Class 27 contains 101854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819184.000000 Penalty: 57404.140625
Iteration 74Q: 28 clusters Score -4.481918e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 8868 members 
Mstep: Class 3 contains 20814 members 
Mstep: Class 4 contains 24421 members 
Mstep: Class 5 contains 24258 members 
Mstep: Class 6 contains 11075 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 6060 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 3250 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 15906 members 
Mstep: Class 16 contains 19715 members 
Mstep: Class 17 contains 8290 members 
Mstep: Class 18 contains 19949 members 
Mstep: Class 19 contains 5492 members 
Mstep: Class 20 contains 8830 members 
Mstep: Class 21 contains 5774 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 10584 members 
Mstep: Class 24 contains 2701 members 
Mstep: Class 25 contains 120719 members 
Mstep: Class 26 contains 5639 members 
Mstep: Class 27 contains 102200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819544.000000 Penalty: 57404.140625
Iteration 75Q: 28 clusters Score -4.481954e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 8564 members 
Mstep: Class 3 contains 20804 members 
Mstep: Class 4 contains 24429 members 
Mstep: Class 5 contains 24246 members 
Mstep: Class 6 contains 11071 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 5125 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 3244 members 
Mstep: Class 14 contains 4446 members 
Mstep: Class 15 contains 15911 members 
Mstep: Class 16 contains 19729 members 
Mstep: Class 17 contains 8308 members 
Mstep: Class 18 contains 19914 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 8881 members 
Mstep: Class 21 contains 5780 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 10511 members 
Mstep: Class 24 contains 2716 members 
Mstep: Class 25 contains 120754 members 
Mstep: Class 26 contains 5642 members 
Mstep: Class 27 contains 102546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819676.000000 Penalty: 57404.140625
Iteration 76Q: 28 clusters Score -4.481968e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 8281 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 24434 members 
Mstep: Class 5 contains 24233 members 
Mstep: Class 6 contains 11070 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 1924 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 5100 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 4445 members 
Mstep: Class 15 contains 15909 members 
Mstep: Class 16 contains 19743 members 
Mstep: Class 17 contains 8334 members 
Mstep: Class 18 contains 19885 members 
Mstep: Class 19 contains 5398 members 
Mstep: Class 20 contains 8931 members 
Mstep: Class 21 contains 5784 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 10440 members 
Mstep: Class 24 contains 2719 members 
Mstep: Class 25 contains 120786 members 
Mstep: Class 26 contains 5650 members 
Mstep: Class 27 contains 102883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819704.000000 Penalty: 57404.140625
Iteration 77Q: 28 clusters Score -4.48197e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 7986 members 
Mstep: Class 3 contains 20801 members 
Mstep: Class 4 contains 24431 members 
Mstep: Class 5 contains 24226 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 6047 members 
Mstep: Class 9 contains 1913 members 
Mstep: Class 10 contains 3004 members 
Mstep: Class 11 contains 5089 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 4453 members 
Mstep: Class 15 contains 15913 members 
Mstep: Class 16 contains 19760 members 
Mstep: Class 17 contains 8354 members 
Mstep: Class 18 contains 19856 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 8963 members 
Mstep: Class 21 contains 5786 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 10371 members 
Mstep: Class 24 contains 2727 members 
Mstep: Class 25 contains 120803 members 
Mstep: Class 26 contains 5653 members 
Mstep: Class 27 contains 103234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44819972.000000 Penalty: 57404.140625
Iteration 78Q: 28 clusters Score -4.481997e+07 nChanged 851
Entering ConstructFrom: 
Score: -44819972.000000 Penalty: 57404.140625
Entering ConstructFrom: 
Trying to split cluster 1 (36862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Entering Unmasked Estep 
Score: -3574206.250000 Penalty: 1708.677124
	Iteration 0F: 2 clusters Score -3574206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3549451.750000 Penalty: 3417.354248
	Iteration 0F: 3 clusters Score -3549452 nChanged 17156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3559183.000000 Penalty: 3417.354248
	Iteration 1F: 3 clusters Score -3559183 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3559707.000000 Penalty: 3417.354248
	Iteration 2Q: 3 clusters Score -3559707 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -3560366.750000 Penalty: 3417.354248
	Iteration 3Q: 3 clusters Score -3560367 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3561384.500000 Penalty: 3417.354248
	Iteration 4F: 3 clusters Score -3561384 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3562988.750000 Penalty: 3417.354248
	Iteration 5F: 3 clusters Score -3562989 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3565468.000000 Penalty: 3417.354248
	Iteration 6F: 3 clusters Score -3565468 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -3568393.500000 Penalty: 3417.354248
	Iteration 7F: 3 clusters Score -3568394 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -3570745.750000 Penalty: 3417.354248
	Iteration 8F: 3 clusters Score -3570746 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -3572048.000000 Penalty: 3417.354248
	Iteration 9Q: 3 clusters Score -3572048 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -3572575.000000 Penalty: 3417.354248
	Iteration 10Q: 3 clusters Score -3572575 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -3572832.500000 Penalty: 3417.354248
	Iteration 11Q: 3 clusters Score -3572832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -3572989.750000 Penalty: 3417.354248
	Iteration 12Q: 3 clusters Score -3572990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -3573086.000000 Penalty: 3417.354248
	Iteration 13Q: 3 clusters Score -3573086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -3573141.750000 Penalty: 3417.354248
	Iteration 14Q: 3 clusters Score -3573142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -3573167.750000 Penalty: 3417.354248
	Iteration 15Q: 3 clusters Score -3573168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -3573172.750000 Penalty: 3417.354248
	Iteration 16Q: 3 clusters Score -3573173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -3573178.250000 Penalty: 3417.354248
	Iteration 17Q: 3 clusters Score -3573178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -3573184.000000 Penalty: 3417.354248
	Iteration 18Q: 3 clusters Score -3573184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -3573187.750000 Penalty: 3417.354248
	Iteration 19Q: 3 clusters Score -3573188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -3573195.250000 Penalty: 3417.354248
	Iteration 20F: 3 clusters Score -3573195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -3573196.500000 Penalty: 3417.354248
	Iteration 21Q: 3 clusters Score -3573196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -3573203.250000 Penalty: 3417.354248
	Iteration 22Q: 3 clusters Score -3573203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -3573199.250000 Penalty: 3417.354248
	Iteration 23Q: 3 clusters Score -3573199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -3573202.250000 Penalty: 3417.354248
	Iteration 24Q: 3 clusters Score -3573202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -3573203.750000 Penalty: 3417.354248
	Iteration 25Q: 3 clusters Score -3573204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -3573203.750000 Penalty: 3417.354248
	Iteration 26F: 3 clusters Score -3573204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Entering Unmasked Estep 
Score: -737194.187500 Penalty: 1453.828247
	Iteration 0F: 2 clusters Score -737194.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -731469.062500 Penalty: 2907.656494
	Iteration 0F: 3 clusters Score -731469.1 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -733254.812500 Penalty: 2907.656494
	Iteration 1F: 3 clusters Score -733254.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -733506.250000 Penalty: 2907.656494
	Iteration 2F: 3 clusters Score -733506.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -733686.687500 Penalty: 2907.656494
	Iteration 3F: 3 clusters Score -733686.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -733827.000000 Penalty: 2907.656494
	Iteration 4Q: 3 clusters Score -733827 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -733959.875000 Penalty: 2907.656494
	Iteration 5Q: 3 clusters Score -733959.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -734094.250000 Penalty: 2907.656494
	Iteration 6Q: 3 clusters Score -734094.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -734241.812500 Penalty: 2907.656494
	Iteration 7Q: 3 clusters Score -734241.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -734406.562500 Penalty: 2907.656494
	Iteration 8Q: 3 clusters Score -734406.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -734598.125000 Penalty: 2907.656494
	Iteration 9Q: 3 clusters Score -734598.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -734799.312500 Penalty: 2907.656494
	Iteration 10Q: 3 clusters Score -734799.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -734965.375000 Penalty: 2907.656494
	Iteration 11Q: 3 clusters Score -734965.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -735110.000000 Penalty: 2907.656494
	Iteration 12Q: 3 clusters Score -735110 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -735258.500000 Penalty: 2907.656494
	Iteration 13Q: 3 clusters Score -735258.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -735358.312500 Penalty: 2907.656494
	Iteration 14Q: 3 clusters Score -735358.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -735460.812500 Penalty: 2907.656494
	Iteration 15Q: 3 clusters Score -735460.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -735539.437500 Penalty: 2907.656494
	Iteration 16Q: 3 clusters Score -735539.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -735613.750000 Penalty: 2907.656494
	Iteration 17Q: 3 clusters Score -735613.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -735684.375000 Penalty: 2907.656494
	Iteration 18Q: 3 clusters Score -735684.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -735744.375000 Penalty: 2907.656494
	Iteration 19Q: 3 clusters Score -735744.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -735784.250000 Penalty: 2907.656494
	Iteration 20F: 3 clusters Score -735784.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -735809.812500 Penalty: 2907.656494
	Iteration 21Q: 3 clusters Score -735809.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -735832.687500 Penalty: 2907.656494
	Iteration 22Q: 3 clusters Score -735832.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -735844.062500 Penalty: 2907.656494
	Iteration 23Q: 3 clusters Score -735844.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -735855.312500 Penalty: 2907.656494
	Iteration 24Q: 3 clusters Score -735855.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -735869.250000 Penalty: 2907.656494
	Iteration 25Q: 3 clusters Score -735869.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -735879.375000 Penalty: 2907.656494
	Iteration 26Q: 3 clusters Score -735879.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -735892.125000 Penalty: 2907.656494
	Iteration 27Q: 3 clusters Score -735892.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -735900.375000 Penalty: 2907.656494
	Iteration 28Q: 3 clusters Score -735900.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -735903.250000 Penalty: 2907.656494
	Iteration 29Q: 3 clusters Score -735903.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -735906.750000 Penalty: 2907.656494
	Iteration 30Q: 3 clusters Score -735906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -735910.500000 Penalty: 2907.656494
	Iteration 31Q: 3 clusters Score -735910.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -735913.375000 Penalty: 2907.656494
	Iteration 32Q: 3 clusters Score -735913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -735915.500000 Penalty: 2907.656494
	Iteration 33Q: 3 clusters Score -735915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -735914.750000 Penalty: 2907.656494
	Iteration 34Q: 3 clusters Score -735914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -735916.812500 Penalty: 2907.656494
	Iteration 35Q: 3 clusters Score -735916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -735916.812500 Penalty: 2907.656494
	Iteration 36F: 3 clusters Score -735916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Entering Unmasked Estep 
Score: -2035774.875000 Penalty: 1615.760376
	Iteration 0F: 2 clusters Score -2035775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2021684.000000 Penalty: 3231.520752
	Iteration 0F: 3 clusters Score -2021684 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2026999.000000 Penalty: 3231.520752
	Iteration 1F: 3 clusters Score -2026999 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2027708.250000 Penalty: 3231.520752
	Iteration 2F: 3 clusters Score -2027708 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2028664.375000 Penalty: 3231.520752
	Iteration 3F: 3 clusters Score -2028664 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2029837.375000 Penalty: 3231.520752
	Iteration 4F: 3 clusters Score -2029837 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2031134.500000 Penalty: 3231.520752
	Iteration 5F: 3 clusters Score -2031134 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2032420.750000 Penalty: 3231.520752
	Iteration 6F: 3 clusters Score -2032421 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2033413.875000 Penalty: 3231.520752
	Iteration 7Q: 3 clusters Score -2033414 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2033985.125000 Penalty: 3231.520752
	Iteration 8Q: 3 clusters Score -2033985 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2034247.250000 Penalty: 3231.520752
	Iteration 9Q: 3 clusters Score -2034247 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2034409.000000 Penalty: 3231.520752
	Iteration 10Q: 3 clusters Score -2034409 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2034508.750000 Penalty: 3231.520752
	Iteration 11Q: 3 clusters Score -2034509 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2034575.375000 Penalty: 3231.520752
	Iteration 12Q: 3 clusters Score -2034575 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2034608.500000 Penalty: 3231.520752
	Iteration 13Q: 3 clusters Score -2034608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2034639.875000 Penalty: 3231.520752
	Iteration 14Q: 3 clusters Score -2034640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2034664.500000 Penalty: 3231.520752
	Iteration 15Q: 3 clusters Score -2034664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2034677.875000 Penalty: 3231.520752
	Iteration 16Q: 3 clusters Score -2034678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2034691.500000 Penalty: 3231.520752
	Iteration 17Q: 3 clusters Score -2034692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2034698.375000 Penalty: 3231.520752
	Iteration 18Q: 3 clusters Score -2034698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2034704.375000 Penalty: 3231.520752
	Iteration 19Q: 3 clusters Score -2034704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2034705.625000 Penalty: 3231.520752
	Iteration 20F: 3 clusters Score -2034706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2034705.125000 Penalty: 3231.520752
	Iteration 21Q: 3 clusters Score -2034705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2034709.375000 Penalty: 3231.520752
	Iteration 22Q: 3 clusters Score -2034709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2034707.375000 Penalty: 3231.520752
	Iteration 23Q: 3 clusters Score -2034707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2034708.125000 Penalty: 3231.520752
	Iteration 24Q: 3 clusters Score -2034708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2034707.250000 Penalty: 3231.520752
	Iteration 25Q: 3 clusters Score -2034707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2034707.875000 Penalty: 3231.520752
	Iteration 26Q: 3 clusters Score -2034708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2034707.000000 Penalty: 3231.520752
	Iteration 27Q: 3 clusters Score -2034707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2034707.750000 Penalty: 3231.520752
	Iteration 28Q: 3 clusters Score -2034708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2034710.000000 Penalty: 3231.520752
	Iteration 29Q: 3 clusters Score -2034710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2034710.000000 Penalty: 3231.520752
	Iteration 30F: 3 clusters Score -2034710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Entering Unmasked Estep 
Score: -2372239.750000 Penalty: 1641.869629
	Iteration 0F: 2 clusters Score -2372240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2355691.250000 Penalty: 3283.739258
	Iteration 0F: 3 clusters Score -2355691 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2361814.750000 Penalty: 3283.739258
	Iteration 1F: 3 clusters Score -2361815 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2362123.250000 Penalty: 3283.739258
	Iteration 2Q: 3 clusters Score -2362123 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2362404.250000 Penalty: 3283.739258
	Iteration 3Q: 3 clusters Score -2362404 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2362680.750000 Penalty: 3283.739258
	Iteration 4Q: 3 clusters Score -2362681 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2362990.500000 Penalty: 3283.739258
	Iteration 5Q: 3 clusters Score -2362990 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2363449.500000 Penalty: 3283.739258
	Iteration 6Q: 3 clusters Score -2363450 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2364141.750000 Penalty: 3283.739258
	Iteration 7F: 3 clusters Score -2364142 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2365144.500000 Penalty: 3283.739258
	Iteration 8F: 3 clusters Score -2365144 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2366482.000000 Penalty: 3283.739258
	Iteration 9F: 3 clusters Score -2366482 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2367923.750000 Penalty: 3283.739258
	Iteration 10F: 3 clusters Score -2367924 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2369108.000000 Penalty: 3283.739258
	Iteration 11F: 3 clusters Score -2369108 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2369893.250000 Penalty: 3283.739258
	Iteration 12Q: 3 clusters Score -2369893 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2370364.500000 Penalty: 3283.739258
	Iteration 13Q: 3 clusters Score -2370364 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2370614.000000 Penalty: 3283.739258
	Iteration 14Q: 3 clusters Score -2370614 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2370717.250000 Penalty: 3283.739258
	Iteration 15Q: 3 clusters Score -2370717 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -2370792.500000 Penalty: 3283.739258
	Iteration 16Q: 3 clusters Score -2370792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2370842.500000 Penalty: 3283.739258
	Iteration 17Q: 3 clusters Score -2370842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -2370879.750000 Penalty: 3283.739258
	Iteration 18Q: 3 clusters Score -2370880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2370899.250000 Penalty: 3283.739258
	Iteration 19Q: 3 clusters Score -2370899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2370906.750000 Penalty: 3283.739258
	Iteration 20F: 3 clusters Score -2370907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2370913.750000 Penalty: 3283.739258
	Iteration 21Q: 3 clusters Score -2370914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2370916.250000 Penalty: 3283.739258
	Iteration 22Q: 3 clusters Score -2370916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2370922.750000 Penalty: 3283.739258
	Iteration 23Q: 3 clusters Score -2370923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -2370924.000000 Penalty: 3283.739258
	Iteration 24Q: 3 clusters Score -2370924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2370933.750000 Penalty: 3283.739258
	Iteration 25Q: 3 clusters Score -2370934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -2370936.750000 Penalty: 3283.739258
	Iteration 26Q: 3 clusters Score -2370937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -2370941.500000 Penalty: 3283.739258
	Iteration 27Q: 3 clusters Score -2370942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2370945.500000 Penalty: 3283.739258
	Iteration 28Q: 3 clusters Score -2370946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -2370946.750000 Penalty: 3283.739258
	Iteration 29Q: 3 clusters Score -2370947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2370947.500000 Penalty: 3283.739258
	Iteration 30Q: 3 clusters Score -2370948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -2370952.000000 Penalty: 3283.739258
	Iteration 31Q: 3 clusters Score -2370952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2370953.250000 Penalty: 3283.739258
	Iteration 32Q: 3 clusters Score -2370953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2370949.500000 Penalty: 3283.739258
	Iteration 33Q: 3 clusters Score -2370950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2370953.250000 Penalty: 3283.739258
	Iteration 34Q: 3 clusters Score -2370953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2370951.750000 Penalty: 3283.739258
	Iteration 35Q: 3 clusters Score -2370952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2370951.500000 Penalty: 3283.739258
	Iteration 36Q: 3 clusters Score -2370952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2370953.000000 Penalty: 3283.739258
	Iteration 37Q: 3 clusters Score -2370953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2370954.000000 Penalty: 3283.739258
	Iteration 38Q: 3 clusters Score -2370954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2370954.000000 Penalty: 3283.739258
	Iteration 39F: 3 clusters Score -2370954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Entering Unmasked Estep 
Score: -2342928.500000 Penalty: 1640.393188
	Iteration 0F: 2 clusters Score -2342928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2326595.000000 Penalty: 3280.786377
	Iteration 0F: 3 clusters Score -2326595 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2332628.250000 Penalty: 3280.786377
	Iteration 1F: 3 clusters Score -2332628 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2332993.250000 Penalty: 3280.786377
	Iteration 2Q: 3 clusters Score -2332993 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2333375.000000 Penalty: 3280.786377
	Iteration 3Q: 3 clusters Score -2333375 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2333864.000000 Penalty: 3280.786377
	Iteration 4Q: 3 clusters Score -2333864 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2334529.500000 Penalty: 3280.786377
	Iteration 5F: 3 clusters Score -2334530 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2335492.000000 Penalty: 3280.786377
	Iteration 6F: 3 clusters Score -2335492 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2336770.500000 Penalty: 3280.786377
	Iteration 7F: 3 clusters Score -2336770 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2338350.250000 Penalty: 3280.786377
	Iteration 8F: 3 clusters Score -2338350 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2339705.750000 Penalty: 3280.786377
	Iteration 9F: 3 clusters Score -2339706 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -2340603.750000 Penalty: 3280.786377
	Iteration 10Q: 3 clusters Score -2340604 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -2341071.250000 Penalty: 3280.786377
	Iteration 11Q: 3 clusters Score -2341071 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -2341248.750000 Penalty: 3280.786377
	Iteration 12Q: 3 clusters Score -2341249 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2341316.750000 Penalty: 3280.786377
	Iteration 13Q: 3 clusters Score -2341317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2341353.000000 Penalty: 3280.786377
	Iteration 14Q: 3 clusters Score -2341353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -2341378.750000 Penalty: 3280.786377
	Iteration 15Q: 3 clusters Score -2341379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2341394.000000 Penalty: 3280.786377
	Iteration 16Q: 3 clusters Score -2341394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2341403.500000 Penalty: 3280.786377
	Iteration 17Q: 3 clusters Score -2341404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -2341410.000000 Penalty: 3280.786377
	Iteration 18Q: 3 clusters Score -2341410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2341415.500000 Penalty: 3280.786377
	Iteration 19Q: 3 clusters Score -2341416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2341425.250000 Penalty: 3280.786377
	Iteration 20F: 3 clusters Score -2341425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2341433.000000 Penalty: 3280.786377
	Iteration 21Q: 3 clusters Score -2341433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -2341446.250000 Penalty: 3280.786377
	Iteration 22Q: 3 clusters Score -2341446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2341449.500000 Penalty: 3280.786377
	Iteration 23Q: 3 clusters Score -2341450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -2341449.250000 Penalty: 3280.786377
	Iteration 24Q: 3 clusters Score -2341449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -2341454.500000 Penalty: 3280.786377
	Iteration 25Q: 3 clusters Score -2341454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2341457.000000 Penalty: 3280.786377
	Iteration 26Q: 3 clusters Score -2341457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2341460.250000 Penalty: 3280.786377
	Iteration 27Q: 3 clusters Score -2341460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2341458.500000 Penalty: 3280.786377
	Iteration 28Q: 3 clusters Score -2341458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2341458.750000 Penalty: 3280.786377
	Iteration 29Q: 3 clusters Score -2341459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2341458.750000 Penalty: 3280.786377
	Iteration 30F: 3 clusters Score -2341459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Entering Unmasked Estep 
Score: -1054981.500000 Penalty: 1512.875732
	Iteration 0F: 2 clusters Score -1054982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1047163.500000 Penalty: 3025.751465
	Iteration 0F: 3 clusters Score -1047164 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1049732.250000 Penalty: 3025.751465
	Iteration 1F: 3 clusters Score -1049732 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1049987.500000 Penalty: 3025.751465
	Iteration 2F: 3 clusters Score -1049988 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1050180.500000 Penalty: 3025.751465
	Iteration 3Q: 3 clusters Score -1050180 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1050361.250000 Penalty: 3025.751465
	Iteration 4Q: 3 clusters Score -1050361 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1050559.125000 Penalty: 3025.751465
	Iteration 5Q: 3 clusters Score -1050559 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1050803.500000 Penalty: 3025.751465
	Iteration 6Q: 3 clusters Score -1050804 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1051117.875000 Penalty: 3025.751465
	Iteration 7Q: 3 clusters Score -1051118 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1051529.250000 Penalty: 3025.751465
	Iteration 8F: 3 clusters Score -1051529 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1051994.250000 Penalty: 3025.751465
	Iteration 9F: 3 clusters Score -1051994 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1052455.625000 Penalty: 3025.751465
	Iteration 10F: 3 clusters Score -1052456 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1052840.000000 Penalty: 3025.751465
	Iteration 11Q: 3 clusters Score -1052840 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1053135.625000 Penalty: 3025.751465
	Iteration 12Q: 3 clusters Score -1053136 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1053330.500000 Penalty: 3025.751465
	Iteration 13Q: 3 clusters Score -1053330 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1053446.625000 Penalty: 3025.751465
	Iteration 14Q: 3 clusters Score -1053447 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1053519.375000 Penalty: 3025.751465
	Iteration 15Q: 3 clusters Score -1053519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1053559.625000 Penalty: 3025.751465
	Iteration 16Q: 3 clusters Score -1053560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1053594.875000 Penalty: 3025.751465
	Iteration 17Q: 3 clusters Score -1053595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1053626.500000 Penalty: 3025.751465
	Iteration 18Q: 3 clusters Score -1053626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1053643.000000 Penalty: 3025.751465
	Iteration 19Q: 3 clusters Score -1053643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1053650.625000 Penalty: 3025.751465
	Iteration 20F: 3 clusters Score -1053651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1053656.875000 Penalty: 3025.751465
	Iteration 21Q: 3 clusters Score -1053657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1053660.500000 Penalty: 3025.751465
	Iteration 22Q: 3 clusters Score -1053660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1053669.750000 Penalty: 3025.751465
	Iteration 23Q: 3 clusters Score -1053670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1053675.250000 Penalty: 3025.751465
	Iteration 24Q: 3 clusters Score -1053675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1053684.500000 Penalty: 3025.751465
	Iteration 25Q: 3 clusters Score -1053684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1053690.250000 Penalty: 3025.751465
	Iteration 26Q: 3 clusters Score -1053690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1053691.875000 Penalty: 3025.751465
	Iteration 27Q: 3 clusters Score -1053692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1053692.750000 Penalty: 3025.751465
	Iteration 28Q: 3 clusters Score -1053693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1053693.750000 Penalty: 3025.751465
	Iteration 29Q: 3 clusters Score -1053694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1053697.500000 Penalty: 3025.751465
	Iteration 30Q: 3 clusters Score -1053698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1053698.625000 Penalty: 3025.751465
	Iteration 31Q: 3 clusters Score -1053699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1053700.000000 Penalty: 3025.751465
	Iteration 32Q: 3 clusters Score -1053700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1053701.125000 Penalty: 3025.751465
	Iteration 33Q: 3 clusters Score -1053701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1053702.750000 Penalty: 3025.751465
	Iteration 34Q: 3 clusters Score -1053703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1053701.750000 Penalty: 3025.751465
	Iteration 35Q: 3 clusters Score -1053702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1053703.500000 Penalty: 3025.751465
	Iteration 36Q: 3 clusters Score -1053704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1053703.500000 Penalty: 3025.751465
	Iteration 37F: 3 clusters Score -1053704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -86805.726562 Penalty: 1122.347656
	Iteration 0F: 2 clusters Score -86805.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -85476.187500 Penalty: 2244.695312
	Iteration 0F: 3 clusters Score -85476.19 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -85765.382812 Penalty: 2244.695312
	Iteration 1F: 3 clusters Score -85765.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -85851.945312 Penalty: 2244.695312
	Iteration 2F: 3 clusters Score -85851.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -85896.148438 Penalty: 2244.695312
	Iteration 3Q: 3 clusters Score -85896.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -85954.750000 Penalty: 2244.695312
	Iteration 4Q: 3 clusters Score -85954.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -86032.554688 Penalty: 2244.695312
	Iteration 5Q: 3 clusters Score -86032.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -86121.375000 Penalty: 2244.695312
	Iteration 6Q: 3 clusters Score -86121.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -86273.179688 Penalty: 2244.695312
	Iteration 7F: 3 clusters Score -86273.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -86444.968750 Penalty: 2244.695312
	Iteration 8Q: 3 clusters Score -86444.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -86623.343750 Penalty: 2244.695312
	Iteration 9Q: 3 clusters Score -86623.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -86733.375000 Penalty: 2244.695312
	Iteration 10Q: 3 clusters Score -86733.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -86758.851562 Penalty: 2244.695312
	Iteration 11Q: 3 clusters Score -86758.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -86766.742188 Penalty: 2244.695312
	Iteration 12Q: 3 clusters Score -86766.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -86770.640625 Penalty: 2244.695312
	Iteration 13Q: 3 clusters Score -86770.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -86775.039062 Penalty: 2244.695312
	Iteration 14Q: 3 clusters Score -86775.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -86779.421875 Penalty: 2244.695312
	Iteration 15Q: 3 clusters Score -86779.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -86786.679688 Penalty: 2244.695312
	Iteration 16Q: 3 clusters Score -86786.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -86800.140625 Penalty: 2244.695312
	Iteration 17Q: 3 clusters Score -86800.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -86807.601562 Penalty: 2244.695312
	Iteration 18Q: 3 clusters Score -86807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -86812.164062 Penalty: 2244.695312
	Iteration 19Q: 3 clusters Score -86812.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -86816.148438 Penalty: 2244.695312
	Iteration 20F: 3 clusters Score -86816.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -86827.117188 Penalty: 2244.695312
	Iteration 21Q: 3 clusters Score -86827.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -86831.367188 Penalty: 2244.695312
	Iteration 22Q: 3 clusters Score -86831.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -86836.679688 Penalty: 2244.695312
	Iteration 23Q: 3 clusters Score -86836.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -86840.187500 Penalty: 2244.695312
	Iteration 24Q: 3 clusters Score -86840.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -86842.554688 Penalty: 2244.695312
	Iteration 25Q: 3 clusters Score -86842.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -86843.851562 Penalty: 2244.695312
	Iteration 26Q: 3 clusters Score -86843.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -86845.023438 Penalty: 2244.695312
	Iteration 27Q: 3 clusters Score -86845.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -86846.976562 Penalty: 2244.695312
	Iteration 28Q: 3 clusters Score -86846.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -86849.781250 Penalty: 2244.695312
	Iteration 29Q: 3 clusters Score -86849.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -86853.351562 Penalty: 2244.695312
	Iteration 30Q: 3 clusters Score -86853.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -86853.351562 Penalty: 2244.695312
	Iteration 31F: 3 clusters Score -86853.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 7682 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 24436 members 
Mstep: Class 5 contains 24215 members 
Mstep: Class 6 contains 11048 members 
Mstep: Class 7 contains 124 members 
Mstep: Class 8 contains 6047 members 
Mstep: Class 9 contains 1908 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 4459 members 
Mstep: Class 15 contains 15919 members 
Mstep: Class 16 contains 19782 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 19834 members 
Mstep: Class 19 contains 5318 members 
Mstep: Class 20 contains 9003 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 10281 members 
Mstep: Class 24 contains 2732 members 
Mstep: Class 25 contains 120813 members 
Mstep: Class 26 contains 5653 members 
Mstep: Class 27 contains 103589 members 
Mstep: Class 28 contains 875 members 
Entering Unmasked Estep 
Score: -44819076.000000 Penalty: 59530.218750
Splitting cluster 7 changes total score from -44819972.000000 to -44819076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Entering Unmasked Estep 
Score: -575151.625000 Penalty: 1414.939087
	Iteration 0F: 2 clusters Score -575151.6 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 2990 members 
Entering Unmasked Estep 
Score: -570504.625000 Penalty: 2829.878174
	Iteration 0F: 3 clusters Score -570504.6 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -571845.625000 Penalty: 2829.878174
	Iteration 1F: 3 clusters Score -571845.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -572150.750000 Penalty: 2829.878174
	Iteration 2F: 3 clusters Score -572150.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -572410.875000 Penalty: 2829.878174
	Iteration 3F: 3 clusters Score -572410.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -572624.250000 Penalty: 2829.878174
	Iteration 4F: 3 clusters Score -572624.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -572800.062500 Penalty: 2829.878174
	Iteration 5F: 3 clusters Score -572800.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -572975.000000 Penalty: 2829.878174
	Iteration 6Q: 3 clusters Score -572975 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -573145.375000 Penalty: 2829.878174
	Iteration 7Q: 3 clusters Score -573145.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -573358.750000 Penalty: 2829.878174
	Iteration 8Q: 3 clusters Score -573358.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -573568.625000 Penalty: 2829.878174
	Iteration 9Q: 3 clusters Score -573568.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -573730.250000 Penalty: 2829.878174
	Iteration 10Q: 3 clusters Score -573730.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -573885.125000 Penalty: 2829.878174
	Iteration 11Q: 3 clusters Score -573885.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -573976.687500 Penalty: 2829.878174
	Iteration 12Q: 3 clusters Score -573976.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -574033.500000 Penalty: 2829.878174
	Iteration 13Q: 3 clusters Score -574033.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -574070.500000 Penalty: 2829.878174
	Iteration 14Q: 3 clusters Score -574070.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -574097.187500 Penalty: 2829.878174
	Iteration 15Q: 3 clusters Score -574097.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -574128.000000 Penalty: 2829.878174
	Iteration 16Q: 3 clusters Score -574128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -574157.125000 Penalty: 2829.878174
	Iteration 17Q: 3 clusters Score -574157.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -574174.687500 Penalty: 2829.878174
	Iteration 18Q: 3 clusters Score -574174.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -574187.687500 Penalty: 2829.878174
	Iteration 19Q: 3 clusters Score -574187.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -574198.187500 Penalty: 2829.878174
	Iteration 20F: 3 clusters Score -574198.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -574206.625000 Penalty: 2829.878174
	Iteration 21Q: 3 clusters Score -574206.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -574212.562500 Penalty: 2829.878174
	Iteration 22Q: 3 clusters Score -574212.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -574216.125000 Penalty: 2829.878174
	Iteration 23Q: 3 clusters Score -574216.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -574219.500000 Penalty: 2829.878174
	Iteration 24Q: 3 clusters Score -574219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -574219.500000 Penalty: 2829.878174
	Iteration 25Q: 3 clusters Score -574219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -574220.937500 Penalty: 2829.878174
	Iteration 26Q: 3 clusters Score -574220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -574221.625000 Penalty: 2829.878174
	Iteration 27Q: 3 clusters Score -574221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -574221.812500 Penalty: 2829.878174
	Iteration 28Q: 3 clusters Score -574221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -574223.062500 Penalty: 2829.878174
	Iteration 29Q: 3 clusters Score -574223.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -574223.562500 Penalty: 2829.878174
	Iteration 30Q: 3 clusters Score -574223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -574224.187500 Penalty: 2829.878174
	Iteration 31Q: 3 clusters Score -574224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -574224.187500 Penalty: 2829.878174
	Iteration 32Q: 3 clusters Score -574224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -574224.187500 Penalty: 2829.878174
	Iteration 33F: 3 clusters Score -574224.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -162195.531250 Penalty: 1227.494263
	Iteration 0F: 2 clusters Score -162195.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -160241.812500 Penalty: 2454.988525
	Iteration 0F: 3 clusters Score -160241.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -160900.328125 Penalty: 2454.988525
	Iteration 1F: 3 clusters Score -160900.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -161163.843750 Penalty: 2454.988525
	Iteration 2F: 3 clusters Score -161163.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -161327.000000 Penalty: 2454.988525
	Iteration 3F: 3 clusters Score -161327 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -161426.468750 Penalty: 2454.988525
	Iteration 4F: 3 clusters Score -161426.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -161483.187500 Penalty: 2454.988525
	Iteration 5Q: 3 clusters Score -161483.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -161546.250000 Penalty: 2454.988525
	Iteration 6Q: 3 clusters Score -161546.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -161601.703125 Penalty: 2454.988525
	Iteration 7Q: 3 clusters Score -161601.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -161640.953125 Penalty: 2454.988525
	Iteration 8Q: 3 clusters Score -161641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -161663.765625 Penalty: 2454.988525
	Iteration 9Q: 3 clusters Score -161663.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -161681.390625 Penalty: 2454.988525
	Iteration 10Q: 3 clusters Score -161681.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -161689.796875 Penalty: 2454.988525
	Iteration 11Q: 3 clusters Score -161689.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -161697.390625 Penalty: 2454.988525
	Iteration 12Q: 3 clusters Score -161697.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161708.156250 Penalty: 2454.988525
	Iteration 13Q: 3 clusters Score -161708.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -161716.218750 Penalty: 2454.988525
	Iteration 14Q: 3 clusters Score -161716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -161719.453125 Penalty: 2454.988525
	Iteration 15Q: 3 clusters Score -161719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -161721.609375 Penalty: 2454.988525
	Iteration 16Q: 3 clusters Score -161721.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -161725.765625 Penalty: 2454.988525
	Iteration 17Q: 3 clusters Score -161725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -161727.171875 Penalty: 2454.988525
	Iteration 18Q: 3 clusters Score -161727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -161728.515625 Penalty: 2454.988525
	Iteration 19Q: 3 clusters Score -161728.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -161728.609375 Penalty: 2454.988525
	Iteration 20F: 3 clusters Score -161728.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Entering Unmasked Estep 
Score: -261443.578125 Penalty: 1301.629517
	Iteration 0F: 2 clusters Score -261443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -258762.171875 Penalty: 2603.259033
	Iteration 0F: 3 clusters Score -258762.2 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -259823.296875 Penalty: 2603.259033
	Iteration 1F: 3 clusters Score -259823.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -260556.125000 Penalty: 2603.259033
	Iteration 2F: 3 clusters Score -260556.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -261065.609375 Penalty: 2603.259033
	Iteration 3F: 3 clusters Score -261065.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -261442.343750 Penalty: 2603.259033
	Iteration 4F: 3 clusters Score -261442.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -261719.203125 Penalty: 2603.259033
	Iteration 5F: 3 clusters Score -261719.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -261861.609375 Penalty: 2603.259033
	Iteration 6Q: 3 clusters Score -261861.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -261958.593750 Penalty: 2603.259033
	Iteration 7Q: 3 clusters Score -261958.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -262015.781250 Penalty: 2603.259033
	Iteration 8Q: 3 clusters Score -262015.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -262054.921875 Penalty: 2603.259033
	Iteration 9Q: 3 clusters Score -262054.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -262087.921875 Penalty: 2603.259033
	Iteration 10Q: 3 clusters Score -262087.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -262113.578125 Penalty: 2603.259033
	Iteration 11Q: 3 clusters Score -262113.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -262136.187500 Penalty: 2603.259033
	Iteration 12Q: 3 clusters Score -262136.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -262156.156250 Penalty: 2603.259033
	Iteration 13Q: 3 clusters Score -262156.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -262169.281250 Penalty: 2603.259033
	Iteration 14Q: 3 clusters Score -262169.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -262177.750000 Penalty: 2603.259033
	Iteration 15Q: 3 clusters Score -262177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -262182.625000 Penalty: 2603.259033
	Iteration 16Q: 3 clusters Score -262182.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -262188.000000 Penalty: 2603.259033
	Iteration 17Q: 3 clusters Score -262188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -262193.718750 Penalty: 2603.259033
	Iteration 18Q: 3 clusters Score -262193.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -262204.156250 Penalty: 2603.259033
	Iteration 19Q: 3 clusters Score -262204.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -262216.625000 Penalty: 2603.259033
	Iteration 20F: 3 clusters Score -262216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -262234.218750 Penalty: 2603.259033
	Iteration 21Q: 3 clusters Score -262234.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -262251.281250 Penalty: 2603.259033
	Iteration 22Q: 3 clusters Score -262251.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -262261.656250 Penalty: 2603.259033
	Iteration 23Q: 3 clusters Score -262261.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -262275.125000 Penalty: 2603.259033
	Iteration 24Q: 3 clusters Score -262275.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -262280.062500 Penalty: 2603.259033
	Iteration 25Q: 3 clusters Score -262280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -262281.093750 Penalty: 2603.259033
	Iteration 26Q: 3 clusters Score -262281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -262282.062500 Penalty: 2603.259033
	Iteration 27Q: 3 clusters Score -262282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -262284.156250 Penalty: 2603.259033
	Iteration 28Q: 3 clusters Score -262284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -262284.156250 Penalty: 2603.259033
	Iteration 29F: 3 clusters Score -262284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 7682 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 24436 members 
Mstep: Class 5 contains 24215 members 
Mstep: Class 6 contains 11048 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 6047 members 
Mstep: Class 9 contains 1908 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 4459 members 
Mstep: Class 15 contains 15919 members 
Mstep: Class 16 contains 19782 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 19834 members 
Mstep: Class 19 contains 5318 members 
Mstep: Class 20 contains 9003 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 10281 members 
Mstep: Class 24 contains 2732 members 
Mstep: Class 25 contains 120813 members 
Mstep: Class 26 contains 5653 members 
Mstep: Class 27 contains 103589 members 
Mstep: Class 28 contains 2416 members 
Entering Unmasked Estep 
Score: -44820012.000000 Penalty: 59530.218750
Splitting cluster 10 changes total score from -44819972.000000 to -44820012.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (5086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Entering Unmasked Estep 
Score: -495971.375000 Penalty: 1386.815186
	Iteration 0F: 2 clusters Score -495971.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -491891.593750 Penalty: 2773.630371
	Iteration 0F: 3 clusters Score -491891.6 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -492958.156250 Penalty: 2773.630371
	Iteration 1F: 3 clusters Score -492958.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -493130.281250 Penalty: 2773.630371
	Iteration 2F: 3 clusters Score -493130.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -493265.968750 Penalty: 2773.630371
	Iteration 3Q: 3 clusters Score -493266 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -493394.187500 Penalty: 2773.630371
	Iteration 4Q: 3 clusters Score -493394.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -493525.281250 Penalty: 2773.630371
	Iteration 5Q: 3 clusters Score -493525.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -493677.687500 Penalty: 2773.630371
	Iteration 6Q: 3 clusters Score -493677.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -493814.218750 Penalty: 2773.630371
	Iteration 7Q: 3 clusters Score -493814.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -493950.375000 Penalty: 2773.630371
	Iteration 8Q: 3 clusters Score -493950.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -494093.937500 Penalty: 2773.630371
	Iteration 9Q: 3 clusters Score -494093.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -494216.656250 Penalty: 2773.630371
	Iteration 10Q: 3 clusters Score -494216.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -494328.687500 Penalty: 2773.630371
	Iteration 11Q: 3 clusters Score -494328.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -494429.656250 Penalty: 2773.630371
	Iteration 12Q: 3 clusters Score -494429.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -494497.468750 Penalty: 2773.630371
	Iteration 13Q: 3 clusters Score -494497.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -494555.500000 Penalty: 2773.630371
	Iteration 14Q: 3 clusters Score -494555.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -494620.656250 Penalty: 2773.630371
	Iteration 15Q: 3 clusters Score -494620.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -494677.656250 Penalty: 2773.630371
	Iteration 16Q: 3 clusters Score -494677.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -494707.125000 Penalty: 2773.630371
	Iteration 17Q: 3 clusters Score -494707.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -494734.718750 Penalty: 2773.630371
	Iteration 18Q: 3 clusters Score -494734.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -494753.218750 Penalty: 2773.630371
	Iteration 19Q: 3 clusters Score -494753.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -494771.281250 Penalty: 2773.630371
	Iteration 20F: 3 clusters Score -494771.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -494785.343750 Penalty: 2773.630371
	Iteration 21Q: 3 clusters Score -494785.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -494792.281250 Penalty: 2773.630371
	Iteration 22Q: 3 clusters Score -494792.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -494797.125000 Penalty: 2773.630371
	Iteration 23Q: 3 clusters Score -494797.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -494797.312500 Penalty: 2773.630371
	Iteration 24Q: 3 clusters Score -494797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -494798.250000 Penalty: 2773.630371
	Iteration 25Q: 3 clusters Score -494798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -494798.250000 Penalty: 2773.630371
	Iteration 26F: 3 clusters Score -494798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -161757.218750 Penalty: 1211.579956
	Iteration 0F: 2 clusters Score -161757.2 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 885 members 
Entering Unmasked Estep 
Score: -159814.812500 Penalty: 2423.159912
	Iteration 0F: 3 clusters Score -159814.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -160229.703125 Penalty: 2423.159912
	Iteration 1F: 3 clusters Score -160229.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -160343.921875 Penalty: 2423.159912
	Iteration 2F: 3 clusters Score -160343.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -160397.218750 Penalty: 2423.159912
	Iteration 3Q: 3 clusters Score -160397.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -160423.296875 Penalty: 2423.159912
	Iteration 4Q: 3 clusters Score -160423.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -160439.812500 Penalty: 2423.159912
	Iteration 5Q: 3 clusters Score -160439.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -160448.781250 Penalty: 2423.159912
	Iteration 6Q: 3 clusters Score -160448.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -160455.656250 Penalty: 2423.159912
	Iteration 7Q: 3 clusters Score -160455.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -160460.515625 Penalty: 2423.159912
	Iteration 8Q: 3 clusters Score -160460.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -160464.390625 Penalty: 2423.159912
	Iteration 9Q: 3 clusters Score -160464.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -160468.812500 Penalty: 2423.159912
	Iteration 10Q: 3 clusters Score -160468.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -160472.421875 Penalty: 2423.159912
	Iteration 11Q: 3 clusters Score -160472.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -160477.281250 Penalty: 2423.159912
	Iteration 12Q: 3 clusters Score -160477.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -160482.578125 Penalty: 2423.159912
	Iteration 13Q: 3 clusters Score -160482.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -160485.812500 Penalty: 2423.159912
	Iteration 14Q: 3 clusters Score -160485.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -160490.453125 Penalty: 2423.159912
	Iteration 15Q: 3 clusters Score -160490.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -160494.046875 Penalty: 2423.159912
	Iteration 16Q: 3 clusters Score -160494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -160497.250000 Penalty: 2423.159912
	Iteration 17Q: 3 clusters Score -160497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -160502.125000 Penalty: 2423.159912
	Iteration 18Q: 3 clusters Score -160502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -160504.500000 Penalty: 2423.159912
	Iteration 19Q: 3 clusters Score -160504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -160505.375000 Penalty: 2423.159912
	Iteration 20F: 3 clusters Score -160505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -160506.562500 Penalty: 2423.159912
	Iteration 21Q: 3 clusters Score -160506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -160507.468750 Penalty: 2423.159912
	Iteration 22Q: 3 clusters Score -160507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -160507.578125 Penalty: 2423.159912
	Iteration 23Q: 3 clusters Score -160507.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -160507.578125 Penalty: 2423.159912
	Iteration 24F: 3 clusters Score -160507.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -308824.000000 Penalty: 1312.988159
	Iteration 0F: 2 clusters Score -308824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -305966.375000 Penalty: 2625.976318
	Iteration 0F: 3 clusters Score -305966.4 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -306638.062500 Penalty: 2625.976318
	Iteration 1F: 3 clusters Score -306638.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -306871.625000 Penalty: 2625.976318
	Iteration 2F: 3 clusters Score -306871.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -307140.500000 Penalty: 2625.976318
	Iteration 3F: 3 clusters Score -307140.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -307468.781250 Penalty: 2625.976318
	Iteration 4F: 3 clusters Score -307468.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -307766.281250 Penalty: 2625.976318
	Iteration 5F: 3 clusters Score -307766.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -307997.906250 Penalty: 2625.976318
	Iteration 6F: 3 clusters Score -307997.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -308153.906250 Penalty: 2625.976318
	Iteration 7F: 3 clusters Score -308153.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -308255.343750 Penalty: 2625.976318
	Iteration 8Q: 3 clusters Score -308255.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -308325.406250 Penalty: 2625.976318
	Iteration 9Q: 3 clusters Score -308325.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -308365.625000 Penalty: 2625.976318
	Iteration 10Q: 3 clusters Score -308365.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -308380.750000 Penalty: 2625.976318
	Iteration 11Q: 3 clusters Score -308380.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -308387.968750 Penalty: 2625.976318
	Iteration 12Q: 3 clusters Score -308388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -308391.031250 Penalty: 2625.976318
	Iteration 13Q: 3 clusters Score -308391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -308393.843750 Penalty: 2625.976318
	Iteration 14Q: 3 clusters Score -308393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -308394.968750 Penalty: 2625.976318
	Iteration 15Q: 3 clusters Score -308395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -308395.625000 Penalty: 2625.976318
	Iteration 16Q: 3 clusters Score -308395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -308396.812500 Penalty: 2625.976318
	Iteration 17Q: 3 clusters Score -308396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -308397.781250 Penalty: 2625.976318
	Iteration 18Q: 3 clusters Score -308397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -308398.718750 Penalty: 2625.976318
	Iteration 19Q: 3 clusters Score -308398.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -308399.250000 Penalty: 2625.976318
	Iteration 20F: 3 clusters Score -308399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -308400.218750 Penalty: 2625.976318
	Iteration 21Q: 3 clusters Score -308400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -308400.218750 Penalty: 2625.976318
	Iteration 22F: 3 clusters Score -308400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -389695.875000 Penalty: 1365.435425
	Iteration 0F: 2 clusters Score -389695.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -386065.125000 Penalty: 2730.870850
	Iteration 0F: 3 clusters Score -386065.1 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -387149.468750 Penalty: 2730.870850
	Iteration 1F: 3 clusters Score -387149.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -387520.343750 Penalty: 2730.870850
	Iteration 2F: 3 clusters Score -387520.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -387930.812500 Penalty: 2730.870850
	Iteration 3F: 3 clusters Score -387930.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -388297.625000 Penalty: 2730.870850
	Iteration 4F: 3 clusters Score -388297.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -388625.218750 Penalty: 2730.870850
	Iteration 5F: 3 clusters Score -388625.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -388909.375000 Penalty: 2730.870850
	Iteration 6F: 3 clusters Score -388909.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -389234.187500 Penalty: 2730.870850
	Iteration 7F: 3 clusters Score -389234.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -389612.312500 Penalty: 2730.870850
	Iteration 8F: 3 clusters Score -389612.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -389935.343750 Penalty: 2730.870850
	Iteration 9Q: 3 clusters Score -389935.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -390151.750000 Penalty: 2730.870850
	Iteration 10Q: 3 clusters Score -390151.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -390264.875000 Penalty: 2730.870850
	Iteration 11Q: 3 clusters Score -390264.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -390319.343750 Penalty: 2730.870850
	Iteration 12Q: 3 clusters Score -390319.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -390366.406250 Penalty: 2730.870850
	Iteration 13Q: 3 clusters Score -390366.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -390385.468750 Penalty: 2730.870850
	Iteration 14Q: 3 clusters Score -390385.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -390398.281250 Penalty: 2730.870850
	Iteration 15Q: 3 clusters Score -390398.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -390403.187500 Penalty: 2730.870850
	Iteration 16Q: 3 clusters Score -390403.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -390405.750000 Penalty: 2730.870850
	Iteration 17Q: 3 clusters Score -390405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -390406.218750 Penalty: 2730.870850
	Iteration 18Q: 3 clusters Score -390406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -390407.843750 Penalty: 2730.870850
	Iteration 19Q: 3 clusters Score -390407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -390409.312500 Penalty: 2730.870850
	Iteration 20F: 3 clusters Score -390409.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 7682 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 24436 members 
Mstep: Class 5 contains 24215 members 
Mstep: Class 6 contains 11048 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 6047 members 
Mstep: Class 9 contains 1908 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 3136 members 
Mstep: Class 15 contains 15919 members 
Mstep: Class 16 contains 19782 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 19834 members 
Mstep: Class 19 contains 5318 members 
Mstep: Class 20 contains 9003 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 10281 members 
Mstep: Class 24 contains 2732 members 
Mstep: Class 25 contains 120813 members 
Mstep: Class 26 contains 5653 members 
Mstep: Class 27 contains 103589 members 
Mstep: Class 28 contains 2416 members 
Mstep: Class 29 contains 1323 members 
Entering Unmasked Estep 
Score: -44819956.000000 Penalty: 61656.300781
Splitting cluster 14 changes total score from -44819972.000000 to -44819956.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (15919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Entering Unmasked Estep 
Score: -1529492.000000 Penalty: 1572.231079
	Iteration 0F: 2 clusters Score -1529492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1518561.625000 Penalty: 3144.462158
	Iteration 0F: 3 clusters Score -1518562 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1522555.125000 Penalty: 3144.462158
	Iteration 1F: 3 clusters Score -1522555 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1523184.250000 Penalty: 3144.462158
	Iteration 2F: 3 clusters Score -1523184 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1523837.750000 Penalty: 3144.462158
	Iteration 3F: 3 clusters Score -1523838 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1524484.750000 Penalty: 3144.462158
	Iteration 4F: 3 clusters Score -1524485 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1525119.875000 Penalty: 3144.462158
	Iteration 5F: 3 clusters Score -1525120 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1525798.000000 Penalty: 3144.462158
	Iteration 6F: 3 clusters Score -1525798 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1526520.375000 Penalty: 3144.462158
	Iteration 7F: 3 clusters Score -1526520 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1527130.250000 Penalty: 3144.462158
	Iteration 8Q: 3 clusters Score -1527130 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1527591.000000 Penalty: 3144.462158
	Iteration 9Q: 3 clusters Score -1527591 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1527921.250000 Penalty: 3144.462158
	Iteration 10Q: 3 clusters Score -1527921 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1528210.625000 Penalty: 3144.462158
	Iteration 11Q: 3 clusters Score -1528211 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1528447.625000 Penalty: 3144.462158
	Iteration 12Q: 3 clusters Score -1528448 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1528637.375000 Penalty: 3144.462158
	Iteration 13Q: 3 clusters Score -1528637 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1528747.875000 Penalty: 3144.462158
	Iteration 14Q: 3 clusters Score -1528748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1528806.750000 Penalty: 3144.462158
	Iteration 15Q: 3 clusters Score -1528807 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1528842.000000 Penalty: 3144.462158
	Iteration 16Q: 3 clusters Score -1528842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1528859.500000 Penalty: 3144.462158
	Iteration 17Q: 3 clusters Score -1528860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1528874.000000 Penalty: 3144.462158
	Iteration 18Q: 3 clusters Score -1528874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1528889.000000 Penalty: 3144.462158
	Iteration 19Q: 3 clusters Score -1528889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1528903.250000 Penalty: 3144.462158
	Iteration 20F: 3 clusters Score -1528903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1528910.500000 Penalty: 3144.462158
	Iteration 21Q: 3 clusters Score -1528910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1528921.000000 Penalty: 3144.462158
	Iteration 22Q: 3 clusters Score -1528921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1528926.250000 Penalty: 3144.462158
	Iteration 23Q: 3 clusters Score -1528926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1528930.750000 Penalty: 3144.462158
	Iteration 24Q: 3 clusters Score -1528931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1528931.625000 Penalty: 3144.462158
	Iteration 25Q: 3 clusters Score -1528932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1528931.125000 Penalty: 3144.462158
	Iteration 26Q: 3 clusters Score -1528931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1528932.875000 Penalty: 3144.462158
	Iteration 27Q: 3 clusters Score -1528933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1528931.875000 Penalty: 3144.462158
	Iteration 28Q: 3 clusters Score -1528932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1528933.375000 Penalty: 3144.462158
	Iteration 29Q: 3 clusters Score -1528933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1528933.375000 Penalty: 3144.462158
	Iteration 30F: 3 clusters Score -1528933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Entering Unmasked Estep 
Score: -1913760.875000 Penalty: 1607.535767
	Iteration 0F: 2 clusters Score -1913761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1900254.875000 Penalty: 3215.071533
	Iteration 0F: 3 clusters Score -1900255 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1905003.250000 Penalty: 3215.071533
	Iteration 1F: 3 clusters Score -1905003 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1905359.875000 Penalty: 3215.071533
	Iteration 2F: 3 clusters Score -1905360 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1905731.000000 Penalty: 3215.071533
	Iteration 3Q: 3 clusters Score -1905731 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1906191.875000 Penalty: 3215.071533
	Iteration 4Q: 3 clusters Score -1906192 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1906765.500000 Penalty: 3215.071533
	Iteration 5F: 3 clusters Score -1906766 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1907484.125000 Penalty: 3215.071533
	Iteration 6F: 3 clusters Score -1907484 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1908364.375000 Penalty: 3215.071533
	Iteration 7F: 3 clusters Score -1908364 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1909398.750000 Penalty: 3215.071533
	Iteration 8F: 3 clusters Score -1909399 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1910462.625000 Penalty: 3215.071533
	Iteration 9F: 3 clusters Score -1910463 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1911322.000000 Penalty: 3215.071533
	Iteration 10Q: 3 clusters Score -1911322 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1911815.875000 Penalty: 3215.071533
	Iteration 11Q: 3 clusters Score -1911816 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1912060.125000 Penalty: 3215.071533
	Iteration 12Q: 3 clusters Score -1912060 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1912195.375000 Penalty: 3215.071533
	Iteration 13Q: 3 clusters Score -1912195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1912269.000000 Penalty: 3215.071533
	Iteration 14Q: 3 clusters Score -1912269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1912301.000000 Penalty: 3215.071533
	Iteration 15Q: 3 clusters Score -1912301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1912327.750000 Penalty: 3215.071533
	Iteration 16Q: 3 clusters Score -1912328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1912341.500000 Penalty: 3215.071533
	Iteration 17Q: 3 clusters Score -1912342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1912361.125000 Penalty: 3215.071533
	Iteration 18Q: 3 clusters Score -1912361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1912371.000000 Penalty: 3215.071533
	Iteration 19Q: 3 clusters Score -1912371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1912380.375000 Penalty: 3215.071533
	Iteration 20F: 3 clusters Score -1912380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Entering Unmasked Estep 
Score: -813503.625000 Penalty: 1467.727661
	Iteration 0F: 2 clusters Score -813503.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -807408.125000 Penalty: 2935.455322
	Iteration 0F: 3 clusters Score -807408.1 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -809323.625000 Penalty: 2935.455322
	Iteration 1F: 3 clusters Score -809323.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -809522.375000 Penalty: 2935.455322
	Iteration 2F: 3 clusters Score -809522.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -809667.500000 Penalty: 2935.455322
	Iteration 3Q: 3 clusters Score -809667.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -809793.250000 Penalty: 2935.455322
	Iteration 4Q: 3 clusters Score -809793.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -809885.375000 Penalty: 2935.455322
	Iteration 5Q: 3 clusters Score -809885.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -809952.562500 Penalty: 2935.455322
	Iteration 6Q: 3 clusters Score -809952.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -810028.625000 Penalty: 2935.455322
	Iteration 7Q: 3 clusters Score -810028.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -810099.625000 Penalty: 2935.455322
	Iteration 8Q: 3 clusters Score -810099.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -810198.312500 Penalty: 2935.455322
	Iteration 9Q: 3 clusters Score -810198.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -810351.625000 Penalty: 2935.455322
	Iteration 10Q: 3 clusters Score -810351.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -810530.875000 Penalty: 2935.455322
	Iteration 11Q: 3 clusters Score -810530.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -810741.937500 Penalty: 2935.455322
	Iteration 12Q: 3 clusters Score -810741.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -811001.000000 Penalty: 2935.455322
	Iteration 13Q: 3 clusters Score -811001 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -811282.062500 Penalty: 2935.455322
	Iteration 14Q: 3 clusters Score -811282.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -811546.375000 Penalty: 2935.455322
	Iteration 15Q: 3 clusters Score -811546.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -811763.437500 Penalty: 2935.455322
	Iteration 16Q: 3 clusters Score -811763.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -811945.562500 Penalty: 2935.455322
	Iteration 17Q: 3 clusters Score -811945.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -812018.937500 Penalty: 2935.455322
	Iteration 18Q: 3 clusters Score -812018.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -812066.312500 Penalty: 2935.455322
	Iteration 19Q: 3 clusters Score -812066.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -812106.437500 Penalty: 2935.455322
	Iteration 20F: 3 clusters Score -812106.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -812151.125000 Penalty: 2935.455322
	Iteration 21Q: 3 clusters Score -812151.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -812177.500000 Penalty: 2935.455322
	Iteration 22Q: 3 clusters Score -812177.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -812194.500000 Penalty: 2935.455322
	Iteration 23Q: 3 clusters Score -812194.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -812208.812500 Penalty: 2935.455322
	Iteration 24Q: 3 clusters Score -812208.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -812218.687500 Penalty: 2935.455322
	Iteration 25Q: 3 clusters Score -812218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -812228.125000 Penalty: 2935.455322
	Iteration 26Q: 3 clusters Score -812228.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -812231.875000 Penalty: 2935.455322
	Iteration 27Q: 3 clusters Score -812231.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -812233.437500 Penalty: 2935.455322
	Iteration 28Q: 3 clusters Score -812233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -812239.062500 Penalty: 2935.455322
	Iteration 29Q: 3 clusters Score -812239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -812244.062500 Penalty: 2935.455322
	Iteration 30Q: 3 clusters Score -812244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -812249.312500 Penalty: 2935.455322
	Iteration 31Q: 3 clusters Score -812249.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -812249.312500 Penalty: 2935.455322
	Iteration 32F: 3 clusters Score -812249.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Entering Unmasked Estep 
Score: -1858406.875000 Penalty: 1607.962402
	Iteration 0F: 2 clusters Score -1858407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1844954.500000 Penalty: 3215.924805
	Iteration 0F: 3 clusters Score -1844954 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1849896.000000 Penalty: 3215.924805
	Iteration 1F: 3 clusters Score -1849896 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1850321.750000 Penalty: 3215.924805
	Iteration 2F: 3 clusters Score -1850322 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1850754.250000 Penalty: 3215.924805
	Iteration 3Q: 3 clusters Score -1850754 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1851198.500000 Penalty: 3215.924805
	Iteration 4Q: 3 clusters Score -1851198 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1851728.125000 Penalty: 3215.924805
	Iteration 5Q: 3 clusters Score -1851728 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1852319.625000 Penalty: 3215.924805
	Iteration 6Q: 3 clusters Score -1852320 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1853064.125000 Penalty: 3215.924805
	Iteration 7F: 3 clusters Score -1853064 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1853967.500000 Penalty: 3215.924805
	Iteration 8F: 3 clusters Score -1853968 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1854797.500000 Penalty: 3215.924805
	Iteration 9F: 3 clusters Score -1854798 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1855419.375000 Penalty: 3215.924805
	Iteration 10Q: 3 clusters Score -1855419 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1855807.750000 Penalty: 3215.924805
	Iteration 11Q: 3 clusters Score -1855808 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1856126.000000 Penalty: 3215.924805
	Iteration 12Q: 3 clusters Score -1856126 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1856345.625000 Penalty: 3215.924805
	Iteration 13Q: 3 clusters Score -1856346 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1856499.250000 Penalty: 3215.924805
	Iteration 14Q: 3 clusters Score -1856499 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1856624.375000 Penalty: 3215.924805
	Iteration 15Q: 3 clusters Score -1856624 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1856752.250000 Penalty: 3215.924805
	Iteration 16Q: 3 clusters Score -1856752 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1856845.500000 Penalty: 3215.924805
	Iteration 17Q: 3 clusters Score -1856846 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1856909.500000 Penalty: 3215.924805
	Iteration 18Q: 3 clusters Score -1856910 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -1856961.000000 Penalty: 3215.924805
	Iteration 19Q: 3 clusters Score -1856961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1857004.375000 Penalty: 3215.924805
	Iteration 20F: 3 clusters Score -1857004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -1857031.625000 Penalty: 3215.924805
	Iteration 21Q: 3 clusters Score -1857032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1857051.750000 Penalty: 3215.924805
	Iteration 22Q: 3 clusters Score -1857052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -1857065.000000 Penalty: 3215.924805
	Iteration 23Q: 3 clusters Score -1857065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -1857077.625000 Penalty: 3215.924805
	Iteration 24Q: 3 clusters Score -1857078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -1857093.000000 Penalty: 3215.924805
	Iteration 25Q: 3 clusters Score -1857093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1857104.875000 Penalty: 3215.924805
	Iteration 26Q: 3 clusters Score -1857105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -1857112.250000 Penalty: 3215.924805
	Iteration 27Q: 3 clusters Score -1857112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1857114.750000 Penalty: 3215.924805
	Iteration 28Q: 3 clusters Score -1857115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -1857121.125000 Penalty: 3215.924805
	Iteration 29Q: 3 clusters Score -1857121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -1857120.875000 Penalty: 3215.924805
	Iteration 30Q: 3 clusters Score -1857121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -1857122.625000 Penalty: 3215.924805
	Iteration 31Q: 3 clusters Score -1857123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1857124.875000 Penalty: 3215.924805
	Iteration 32Q: 3 clusters Score -1857125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1857127.750000 Penalty: 3215.924805
	Iteration 33Q: 3 clusters Score -1857128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1857129.125000 Penalty: 3215.924805
	Iteration 34Q: 3 clusters Score -1857129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1857130.125000 Penalty: 3215.924805
	Iteration 35Q: 3 clusters Score -1857130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1857135.500000 Penalty: 3215.924805
	Iteration 36Q: 3 clusters Score -1857136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1857134.375000 Penalty: 3215.924805
	Iteration 37Q: 3 clusters Score -1857134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -1857135.750000 Penalty: 3215.924805
	Iteration 38Q: 3 clusters Score -1857136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -1857136.625000 Penalty: 3215.924805
	Iteration 39Q: 3 clusters Score -1857137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -1857136.625000 Penalty: 3215.924805
	Iteration 40F: 3 clusters Score -1857137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -1857136.625000 Penalty: 3215.924805
	Iteration 41Q: 3 clusters Score -1857137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -1857138.250000 Penalty: 3215.924805
	Iteration 42Q: 3 clusters Score -1857138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1857138.250000 Penalty: 3215.924805
	Iteration 43Q: 3 clusters Score -1857138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1857137.625000 Penalty: 3215.924805
	Iteration 44Q: 3 clusters Score -1857138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1857137.625000 Penalty: 3215.924805
	Iteration 45F: 3 clusters Score -1857138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Entering Unmasked Estep 
Score: -507789.468750 Penalty: 1394.063599
	Iteration 0F: 2 clusters Score -507789.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -503598.875000 Penalty: 2788.127197
	Iteration 0F: 3 clusters Score -503598.9 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -504732.312500 Penalty: 2788.127197
	Iteration 1F: 3 clusters Score -504732.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -504919.187500 Penalty: 2788.127197
	Iteration 2F: 3 clusters Score -504919.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -505042.031250 Penalty: 2788.127197
	Iteration 3F: 3 clusters Score -505042 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -505141.343750 Penalty: 2788.127197
	Iteration 4Q: 3 clusters Score -505141.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -505219.406250 Penalty: 2788.127197
	Iteration 5Q: 3 clusters Score -505219.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -505295.062500 Penalty: 2788.127197
	Iteration 6Q: 3 clusters Score -505295.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -505384.000000 Penalty: 2788.127197
	Iteration 7Q: 3 clusters Score -505384 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -505478.750000 Penalty: 2788.127197
	Iteration 8Q: 3 clusters Score -505478.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -505593.218750 Penalty: 2788.127197
	Iteration 9Q: 3 clusters Score -505593.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -505714.062500 Penalty: 2788.127197
	Iteration 10Q: 3 clusters Score -505714.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -505835.187500 Penalty: 2788.127197
	Iteration 11Q: 3 clusters Score -505835.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -505975.000000 Penalty: 2788.127197
	Iteration 12Q: 3 clusters Score -505975 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -506108.843750 Penalty: 2788.127197
	Iteration 13Q: 3 clusters Score -506108.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -506194.250000 Penalty: 2788.127197
	Iteration 14Q: 3 clusters Score -506194.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -506294.906250 Penalty: 2788.127197
	Iteration 15Q: 3 clusters Score -506294.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -506372.937500 Penalty: 2788.127197
	Iteration 16Q: 3 clusters Score -506372.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -506433.718750 Penalty: 2788.127197
	Iteration 17Q: 3 clusters Score -506433.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -506493.312500 Penalty: 2788.127197
	Iteration 18Q: 3 clusters Score -506493.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -506543.218750 Penalty: 2788.127197
	Iteration 19Q: 3 clusters Score -506543.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -506574.906250 Penalty: 2788.127197
	Iteration 20F: 3 clusters Score -506574.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -506607.437500 Penalty: 2788.127197
	Iteration 21Q: 3 clusters Score -506607.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -506627.437500 Penalty: 2788.127197
	Iteration 22Q: 3 clusters Score -506627.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -506642.843750 Penalty: 2788.127197
	Iteration 23Q: 3 clusters Score -506642.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -506649.125000 Penalty: 2788.127197
	Iteration 24Q: 3 clusters Score -506649.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -506657.625000 Penalty: 2788.127197
	Iteration 25Q: 3 clusters Score -506657.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -506662.406250 Penalty: 2788.127197
	Iteration 26Q: 3 clusters Score -506662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -506667.218750 Penalty: 2788.127197
	Iteration 27Q: 3 clusters Score -506667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -506672.843750 Penalty: 2788.127197
	Iteration 28Q: 3 clusters Score -506672.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -506677.250000 Penalty: 2788.127197
	Iteration 29Q: 3 clusters Score -506677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -506683.156250 Penalty: 2788.127197
	Iteration 30Q: 3 clusters Score -506683.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -506687.031250 Penalty: 2788.127197
	Iteration 31Q: 3 clusters Score -506687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -506690.500000 Penalty: 2788.127197
	Iteration 32Q: 3 clusters Score -506690.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -506693.375000 Penalty: 2788.127197
	Iteration 33Q: 3 clusters Score -506693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -506694.218750 Penalty: 2788.127197
	Iteration 34Q: 3 clusters Score -506694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -506696.562500 Penalty: 2788.127197
	Iteration 35Q: 3 clusters Score -506696.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -506696.562500 Penalty: 2788.127197
	Iteration 36F: 3 clusters Score -506696.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Entering Unmasked Estep 
Score: -849842.375000 Penalty: 1479.613403
	Iteration 0F: 2 clusters Score -849842.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -843269.687500 Penalty: 2959.226807
	Iteration 0F: 3 clusters Score -843269.7 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -845411.125000 Penalty: 2959.226807
	Iteration 1F: 3 clusters Score -845411.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -845733.000000 Penalty: 2959.226807
	Iteration 2F: 3 clusters Score -845733 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -846069.812500 Penalty: 2959.226807
	Iteration 3F: 3 clusters Score -846069.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -846458.000000 Penalty: 2959.226807
	Iteration 4F: 3 clusters Score -846458 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -846827.437500 Penalty: 2959.226807
	Iteration 5F: 3 clusters Score -846827.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -847153.875000 Penalty: 2959.226807
	Iteration 6F: 3 clusters Score -847153.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -847444.062500 Penalty: 2959.226807
	Iteration 7Q: 3 clusters Score -847444.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -847688.500000 Penalty: 2959.226807
	Iteration 8Q: 3 clusters Score -847688.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -847898.250000 Penalty: 2959.226807
	Iteration 9Q: 3 clusters Score -847898.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -848086.062500 Penalty: 2959.226807
	Iteration 10Q: 3 clusters Score -848086.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -848232.500000 Penalty: 2959.226807
	Iteration 11Q: 3 clusters Score -848232.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -848330.125000 Penalty: 2959.226807
	Iteration 12Q: 3 clusters Score -848330.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -848393.125000 Penalty: 2959.226807
	Iteration 13Q: 3 clusters Score -848393.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -848427.250000 Penalty: 2959.226807
	Iteration 14Q: 3 clusters Score -848427.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -848445.812500 Penalty: 2959.226807
	Iteration 15Q: 3 clusters Score -848445.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -848456.062500 Penalty: 2959.226807
	Iteration 16Q: 3 clusters Score -848456.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -848462.562500 Penalty: 2959.226807
	Iteration 17Q: 3 clusters Score -848462.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -848466.437500 Penalty: 2959.226807
	Iteration 18Q: 3 clusters Score -848466.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -848473.812500 Penalty: 2959.226807
	Iteration 19Q: 3 clusters Score -848473.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -848477.625000 Penalty: 2959.226807
	Iteration 20F: 3 clusters Score -848477.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -848481.187500 Penalty: 2959.226807
	Iteration 21Q: 3 clusters Score -848481.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -848483.812500 Penalty: 2959.226807
	Iteration 22Q: 3 clusters Score -848483.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -848482.937500 Penalty: 2959.226807
	Iteration 23Q: 3 clusters Score -848482.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -848485.812500 Penalty: 2959.226807
	Iteration 24Q: 3 clusters Score -848485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -848487.000000 Penalty: 2959.226807
	Iteration 25Q: 3 clusters Score -848487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -848486.562500 Penalty: 2959.226807
	Iteration 26Q: 3 clusters Score -848486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -848486.937500 Penalty: 2959.226807
	Iteration 27Q: 3 clusters Score -848486.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -848487.187500 Penalty: 2959.226807
	Iteration 28Q: 3 clusters Score -848487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -848487.187500 Penalty: 2959.226807
	Iteration 29F: 3 clusters Score -848487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Entering Unmasked Estep 
Score: -563258.500000 Penalty: 1407.853638
	Iteration 0F: 2 clusters Score -563258.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -558752.562500 Penalty: 2815.707275
	Iteration 0F: 3 clusters Score -558752.6 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -560069.687500 Penalty: 2815.707275
	Iteration 1F: 3 clusters Score -560069.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -560236.312500 Penalty: 2815.707275
	Iteration 2F: 3 clusters Score -560236.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -560363.687500 Penalty: 2815.707275
	Iteration 3Q: 3 clusters Score -560363.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -560470.312500 Penalty: 2815.707275
	Iteration 4Q: 3 clusters Score -560470.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -560569.187500 Penalty: 2815.707275
	Iteration 5Q: 3 clusters Score -560569.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -560666.875000 Penalty: 2815.707275
	Iteration 6Q: 3 clusters Score -560666.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -560748.500000 Penalty: 2815.707275
	Iteration 7Q: 3 clusters Score -560748.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -560835.687500 Penalty: 2815.707275
	Iteration 8Q: 3 clusters Score -560835.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -560925.500000 Penalty: 2815.707275
	Iteration 9Q: 3 clusters Score -560925.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -561030.125000 Penalty: 2815.707275
	Iteration 10Q: 3 clusters Score -561030.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -561145.500000 Penalty: 2815.707275
	Iteration 11Q: 3 clusters Score -561145.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -561272.312500 Penalty: 2815.707275
	Iteration 12Q: 3 clusters Score -561272.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -561386.625000 Penalty: 2815.707275
	Iteration 13Q: 3 clusters Score -561386.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -561536.562500 Penalty: 2815.707275
	Iteration 14Q: 3 clusters Score -561536.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -561688.750000 Penalty: 2815.707275
	Iteration 15Q: 3 clusters Score -561688.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -561814.437500 Penalty: 2815.707275
	Iteration 16Q: 3 clusters Score -561814.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -561898.562500 Penalty: 2815.707275
	Iteration 17Q: 3 clusters Score -561898.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -561956.250000 Penalty: 2815.707275
	Iteration 18Q: 3 clusters Score -561956.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -561998.812500 Penalty: 2815.707275
	Iteration 19Q: 3 clusters Score -561998.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -562037.687500 Penalty: 2815.707275
	Iteration 20F: 3 clusters Score -562037.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -562065.000000 Penalty: 2815.707275
	Iteration 21Q: 3 clusters Score -562065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -562077.500000 Penalty: 2815.707275
	Iteration 22Q: 3 clusters Score -562077.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -562090.437500 Penalty: 2815.707275
	Iteration 23Q: 3 clusters Score -562090.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -562098.875000 Penalty: 2815.707275
	Iteration 24Q: 3 clusters Score -562098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -562106.250000 Penalty: 2815.707275
	Iteration 25Q: 3 clusters Score -562106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -562117.812500 Penalty: 2815.707275
	Iteration 26Q: 3 clusters Score -562117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -562124.062500 Penalty: 2815.707275
	Iteration 27Q: 3 clusters Score -562124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -562125.562500 Penalty: 2815.707275
	Iteration 28Q: 3 clusters Score -562125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -562126.687500 Penalty: 2815.707275
	Iteration 29Q: 3 clusters Score -562126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -562126.687500 Penalty: 2815.707275
	Iteration 30F: 3 clusters Score -562126.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -224524.734375 Penalty: 1261.836060
	Iteration 0F: 2 clusters Score -224524.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -222215.703125 Penalty: 2523.672119
	Iteration 0F: 3 clusters Score -222215.7 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -222717.921875 Penalty: 2523.672119
	Iteration 1F: 3 clusters Score -222717.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -222816.828125 Penalty: 2523.672119
	Iteration 2F: 3 clusters Score -222816.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -222872.015625 Penalty: 2523.672119
	Iteration 3Q: 3 clusters Score -222872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -222912.781250 Penalty: 2523.672119
	Iteration 4Q: 3 clusters Score -222912.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -222951.265625 Penalty: 2523.672119
	Iteration 5Q: 3 clusters Score -222951.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -222995.437500 Penalty: 2523.672119
	Iteration 6Q: 3 clusters Score -222995.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -223028.859375 Penalty: 2523.672119
	Iteration 7Q: 3 clusters Score -223028.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -223064.265625 Penalty: 2523.672119
	Iteration 8Q: 3 clusters Score -223064.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -223103.671875 Penalty: 2523.672119
	Iteration 9Q: 3 clusters Score -223103.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -223150.828125 Penalty: 2523.672119
	Iteration 10Q: 3 clusters Score -223150.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -223198.875000 Penalty: 2523.672119
	Iteration 11Q: 3 clusters Score -223198.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -223229.109375 Penalty: 2523.672119
	Iteration 12Q: 3 clusters Score -223229.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -223255.406250 Penalty: 2523.672119
	Iteration 13Q: 3 clusters Score -223255.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -223278.015625 Penalty: 2523.672119
	Iteration 14Q: 3 clusters Score -223278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -223287.078125 Penalty: 2523.672119
	Iteration 15Q: 3 clusters Score -223287.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -223294.031250 Penalty: 2523.672119
	Iteration 16Q: 3 clusters Score -223294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -223303.296875 Penalty: 2523.672119
	Iteration 17Q: 3 clusters Score -223303.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -223312.265625 Penalty: 2523.672119
	Iteration 18Q: 3 clusters Score -223312.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -223320.156250 Penalty: 2523.672119
	Iteration 19Q: 3 clusters Score -223320.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -223324.453125 Penalty: 2523.672119
	Iteration 20F: 3 clusters Score -223324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -223328.859375 Penalty: 2523.672119
	Iteration 21Q: 3 clusters Score -223328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -223332.343750 Penalty: 2523.672119
	Iteration 22Q: 3 clusters Score -223332.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -223336.359375 Penalty: 2523.672119
	Iteration 23Q: 3 clusters Score -223336.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -223341.046875 Penalty: 2523.672119
	Iteration 24Q: 3 clusters Score -223341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -223345.484375 Penalty: 2523.672119
	Iteration 25Q: 3 clusters Score -223345.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -223350.203125 Penalty: 2523.672119
	Iteration 26Q: 3 clusters Score -223350.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -223354.671875 Penalty: 2523.672119
	Iteration 27Q: 3 clusters Score -223354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -223361.281250 Penalty: 2523.672119
	Iteration 28Q: 3 clusters Score -223361.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -223372.000000 Penalty: 2523.672119
	Iteration 29Q: 3 clusters Score -223372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -223381.796875 Penalty: 2523.672119
	Iteration 30Q: 3 clusters Score -223381.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -223394.937500 Penalty: 2523.672119
	Iteration 31Q: 3 clusters Score -223394.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -223410.390625 Penalty: 2523.672119
	Iteration 32Q: 3 clusters Score -223410.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -223420.703125 Penalty: 2523.672119
	Iteration 33Q: 3 clusters Score -223420.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -223426.921875 Penalty: 2523.672119
	Iteration 34Q: 3 clusters Score -223426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -223432.703125 Penalty: 2523.672119
	Iteration 35Q: 3 clusters Score -223432.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -223434.265625 Penalty: 2523.672119
	Iteration 36Q: 3 clusters Score -223434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -223436.671875 Penalty: 2523.672119
	Iteration 37Q: 3 clusters Score -223436.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -223437.515625 Penalty: 2523.672119
	Iteration 38Q: 3 clusters Score -223437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -223437.984375 Penalty: 2523.672119
	Iteration 39Q: 3 clusters Score -223438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -223437.984375 Penalty: 2523.672119
	Iteration 40F: 3 clusters Score -223438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Entering Unmasked Estep 
Score: -962775.562500 Penalty: 1501.183472
	Iteration 0F: 2 clusters Score -962775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -955428.937500 Penalty: 3002.366943
	Iteration 0F: 3 clusters Score -955428.9 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -957843.312500 Penalty: 3002.366943
	Iteration 1F: 3 clusters Score -957843.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -958105.312500 Penalty: 3002.366943
	Iteration 2F: 3 clusters Score -958105.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -958328.625000 Penalty: 3002.366943
	Iteration 3F: 3 clusters Score -958328.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -958538.875000 Penalty: 3002.366943
	Iteration 4Q: 3 clusters Score -958538.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -958750.937500 Penalty: 3002.366943
	Iteration 5Q: 3 clusters Score -958750.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -958993.875000 Penalty: 3002.366943
	Iteration 6Q: 3 clusters Score -958993.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -959290.062500 Penalty: 3002.366943
	Iteration 7Q: 3 clusters Score -959290.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -959704.437500 Penalty: 3002.366943
	Iteration 8Q: 3 clusters Score -959704.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -960214.437500 Penalty: 3002.366943
	Iteration 9F: 3 clusters Score -960214.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -960708.375000 Penalty: 3002.366943
	Iteration 10F: 3 clusters Score -960708.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -961024.125000 Penalty: 3002.366943
	Iteration 11Q: 3 clusters Score -961024.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -961249.687500 Penalty: 3002.366943
	Iteration 12Q: 3 clusters Score -961249.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -961427.937500 Penalty: 3002.366943
	Iteration 13Q: 3 clusters Score -961427.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -961587.250000 Penalty: 3002.366943
	Iteration 14Q: 3 clusters Score -961587.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -961721.812500 Penalty: 3002.366943
	Iteration 15Q: 3 clusters Score -961721.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -961826.937500 Penalty: 3002.366943
	Iteration 16Q: 3 clusters Score -961826.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -961906.375000 Penalty: 3002.366943
	Iteration 17Q: 3 clusters Score -961906.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -961957.312500 Penalty: 3002.366943
	Iteration 18Q: 3 clusters Score -961957.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -961999.125000 Penalty: 3002.366943
	Iteration 19Q: 3 clusters Score -961999.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -962029.062500 Penalty: 3002.366943
	Iteration 20F: 3 clusters Score -962029.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -962048.937500 Penalty: 3002.366943
	Iteration 21Q: 3 clusters Score -962048.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -962072.375000 Penalty: 3002.366943
	Iteration 22Q: 3 clusters Score -962072.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -962089.375000 Penalty: 3002.366943
	Iteration 23Q: 3 clusters Score -962089.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -962104.437500 Penalty: 3002.366943
	Iteration 24Q: 3 clusters Score -962104.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -962121.062500 Penalty: 3002.366943
	Iteration 25Q: 3 clusters Score -962121.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -962137.437500 Penalty: 3002.366943
	Iteration 26Q: 3 clusters Score -962137.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -962151.625000 Penalty: 3002.366943
	Iteration 27Q: 3 clusters Score -962151.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -962156.375000 Penalty: 3002.366943
	Iteration 28Q: 3 clusters Score -962156.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -962161.375000 Penalty: 3002.366943
	Iteration 29Q: 3 clusters Score -962161.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -962166.187500 Penalty: 3002.366943
	Iteration 30Q: 3 clusters Score -962166.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -962167.687500 Penalty: 3002.366943
	Iteration 31Q: 3 clusters Score -962167.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -962174.062500 Penalty: 3002.366943
	Iteration 32Q: 3 clusters Score -962174.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -962177.812500 Penalty: 3002.366943
	Iteration 33Q: 3 clusters Score -962177.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -962177.500000 Penalty: 3002.366943
	Iteration 34Q: 3 clusters Score -962177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -962179.062500 Penalty: 3002.366943
	Iteration 35Q: 3 clusters Score -962179.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -962179.312500 Penalty: 3002.366943
	Iteration 36Q: 3 clusters Score -962179.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -962178.625000 Penalty: 3002.366943
	Iteration 37Q: 3 clusters Score -962178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -962181.250000 Penalty: 3002.366943
	Iteration 38Q: 3 clusters Score -962181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -962182.187500 Penalty: 3002.366943
	Iteration 39Q: 3 clusters Score -962182.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -962181.125000 Penalty: 3002.366943
	Iteration 40F: 3 clusters Score -962181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -962180.812500 Penalty: 3002.366943
	Iteration 41Q: 3 clusters Score -962180.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -962180.812500 Penalty: 3002.366943
	Iteration 42F: 3 clusters Score -962180.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -259770.703125 Penalty: 1285.828247
	Iteration 0F: 2 clusters Score -259770.7 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 1362 members 
Entering Unmasked Estep 
Score: -257210.640625 Penalty: 2571.656494
	Iteration 0F: 3 clusters Score -257210.6 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -257825.765625 Penalty: 2571.656494
	Iteration 1F: 3 clusters Score -257825.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -257977.312500 Penalty: 2571.656494
	Iteration 2F: 3 clusters Score -257977.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -258108.312500 Penalty: 2571.656494
	Iteration 3F: 3 clusters Score -258108.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -258234.781250 Penalty: 2571.656494
	Iteration 4F: 3 clusters Score -258234.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -258348.828125 Penalty: 2571.656494
	Iteration 5Q: 3 clusters Score -258348.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -258449.750000 Penalty: 2571.656494
	Iteration 6Q: 3 clusters Score -258449.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -258536.093750 Penalty: 2571.656494
	Iteration 7Q: 3 clusters Score -258536.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -258630.046875 Penalty: 2571.656494
	Iteration 8Q: 3 clusters Score -258630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -258707.296875 Penalty: 2571.656494
	Iteration 9Q: 3 clusters Score -258707.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -258760.937500 Penalty: 2571.656494
	Iteration 10Q: 3 clusters Score -258760.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -258810.484375 Penalty: 2571.656494
	Iteration 11Q: 3 clusters Score -258810.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -258857.468750 Penalty: 2571.656494
	Iteration 12Q: 3 clusters Score -258857.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -258893.062500 Penalty: 2571.656494
	Iteration 13Q: 3 clusters Score -258893.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -258918.390625 Penalty: 2571.656494
	Iteration 14Q: 3 clusters Score -258918.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -258938.000000 Penalty: 2571.656494
	Iteration 15Q: 3 clusters Score -258938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -258964.656250 Penalty: 2571.656494
	Iteration 16Q: 3 clusters Score -258964.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -258986.453125 Penalty: 2571.656494
	Iteration 17Q: 3 clusters Score -258986.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -259007.109375 Penalty: 2571.656494
	Iteration 18Q: 3 clusters Score -259007.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -259021.812500 Penalty: 2571.656494
	Iteration 19Q: 3 clusters Score -259021.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -259040.125000 Penalty: 2571.656494
	Iteration 20F: 3 clusters Score -259040.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -259050.796875 Penalty: 2571.656494
	Iteration 21Q: 3 clusters Score -259050.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -259061.453125 Penalty: 2571.656494
	Iteration 22Q: 3 clusters Score -259061.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -259073.062500 Penalty: 2571.656494
	Iteration 23Q: 3 clusters Score -259073.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -259078.531250 Penalty: 2571.656494
	Iteration 24Q: 3 clusters Score -259078.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -259081.312500 Penalty: 2571.656494
	Iteration 25Q: 3 clusters Score -259081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -259082.687500 Penalty: 2571.656494
	Iteration 26Q: 3 clusters Score -259082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -259084.234375 Penalty: 2571.656494
	Iteration 27Q: 3 clusters Score -259084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -259085.062500 Penalty: 2571.656494
	Iteration 28Q: 3 clusters Score -259085.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -259085.062500 Penalty: 2571.656494
	Iteration 29F: 3 clusters Score -259085.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (120813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120813 members 
Entering Unmasked Estep 
Score: -11616645.000000 Penalty: 1901.574829
	Iteration 0F: 2 clusters Score -1.161664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -11536164.000000 Penalty: 3803.149658
	Iteration 0F: 3 clusters Score -1.153616e+07 nChanged 57944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -11569535.000000 Penalty: 3803.149658
	Iteration 1F: 3 clusters Score -1.156954e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -11570402.000000 Penalty: 3803.149658
	Iteration 2Q: 3 clusters Score -1.15704e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -11571689.000000 Penalty: 3803.149658
	Iteration 3Q: 3 clusters Score -1.157169e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -11573154.000000 Penalty: 3803.149658
	Iteration 4Q: 3 clusters Score -1.157315e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -11574934.000000 Penalty: 3803.149658
	Iteration 5Q: 3 clusters Score -1.157493e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -11577272.000000 Penalty: 3803.149658
	Iteration 6Q: 3 clusters Score -1.157727e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 75127 members 
Entering Unmasked Estep 
Score: -11580545.000000 Penalty: 3803.149658
	Iteration 7Q: 3 clusters Score -1.158054e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -11585058.000000 Penalty: 3803.149658
	Iteration 8F: 3 clusters Score -1.158506e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 88978 members 
Entering Unmasked Estep 
Score: -11590647.000000 Penalty: 3803.149658
	Iteration 9F: 3 clusters Score -1.159065e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 97478 members 
Entering Unmasked Estep 
Score: -11597320.000000 Penalty: 3803.149658
	Iteration 10F: 3 clusters Score -1.159732e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -11603896.000000 Penalty: 3803.149658
	Iteration 11F: 3 clusters Score -1.16039e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 111693 members 
Entering Unmasked Estep 
Score: -11608731.000000 Penalty: 3803.149658
	Iteration 12F: 3 clusters Score -1.160873e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -11611853.000000 Penalty: 3803.149658
	Iteration 13Q: 3 clusters Score -1.161185e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 117756 members 
Entering Unmasked Estep 
Score: -11613305.000000 Penalty: 3803.149658
	Iteration 14Q: 3 clusters Score -1.16133e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 118832 members 
Entering Unmasked Estep 
Score: -11614052.000000 Penalty: 3803.149658
	Iteration 15Q: 3 clusters Score -1.161405e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 119453 members 
Entering Unmasked Estep 
Score: -11614410.000000 Penalty: 3803.149658
	Iteration 16Q: 3 clusters Score -1.161441e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 119803 members 
Entering Unmasked Estep 
Score: -11614660.000000 Penalty: 3803.149658
	Iteration 17Q: 3 clusters Score -1.161466e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 120012 members 
Entering Unmasked Estep 
Score: -11614817.000000 Penalty: 3803.149658
	Iteration 18Q: 3 clusters Score -1.161482e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 120125 members 
Entering Unmasked Estep 
Score: -11614884.000000 Penalty: 3803.149658
	Iteration 19Q: 3 clusters Score -1.161488e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 120199 members 
Entering Unmasked Estep 
Score: -11614917.000000 Penalty: 3803.149658
	Iteration 20F: 3 clusters Score -1.161492e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 120252 members 
Entering Unmasked Estep 
Score: -11614964.000000 Penalty: 3803.149658
	Iteration 21Q: 3 clusters Score -1.161496e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 120287 members 
Entering Unmasked Estep 
Score: -11615003.000000 Penalty: 3803.149658
	Iteration 22Q: 3 clusters Score -1.1615e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 120319 members 
Entering Unmasked Estep 
Score: -11615034.000000 Penalty: 3803.149658
	Iteration 23Q: 3 clusters Score -1.161503e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 120339 members 
Entering Unmasked Estep 
Score: -11615050.000000 Penalty: 3803.149658
	Iteration 24Q: 3 clusters Score -1.161505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 120347 members 
Entering Unmasked Estep 
Score: -11615064.000000 Penalty: 3803.149658
	Iteration 25Q: 3 clusters Score -1.161506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 120357 members 
Entering Unmasked Estep 
Score: -11615065.000000 Penalty: 3803.149658
	Iteration 26Q: 3 clusters Score -1.161506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 120368 members 
Entering Unmasked Estep 
Score: -11615069.000000 Penalty: 3803.149658
	Iteration 27Q: 3 clusters Score -1.161507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 120374 members 
Entering Unmasked Estep 
Score: -11615091.000000 Penalty: 3803.149658
	Iteration 28Q: 3 clusters Score -1.161509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 120379 members 
Entering Unmasked Estep 
Score: -11615095.000000 Penalty: 3803.149658
	Iteration 29Q: 3 clusters Score -1.16151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
Score: -11615089.000000 Penalty: 3803.149658
	Iteration 30Q: 3 clusters Score -1.161509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 120386 members 
Entering Unmasked Estep 
Score: -11615090.000000 Penalty: 3803.149658
	Iteration 31Q: 3 clusters Score -1.161509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 120390 members 
Entering Unmasked Estep 
Score: -11615097.000000 Penalty: 3803.149658
	Iteration 32Q: 3 clusters Score -1.16151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 120395 members 
Entering Unmasked Estep 
Score: -11615093.000000 Penalty: 3803.149658
	Iteration 33Q: 3 clusters Score -1.161509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 120395 members 
Entering Unmasked Estep 
Score: -11615096.000000 Penalty: 3803.149658
	Iteration 34Q: 3 clusters Score -1.16151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 120397 members 
Entering Unmasked Estep 
Score: -11615107.000000 Penalty: 3803.149658
	Iteration 35Q: 3 clusters Score -1.161511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 120396 members 
Entering Unmasked Estep 
Score: -11615108.000000 Penalty: 3803.149658
	Iteration 36Q: 3 clusters Score -1.161511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 120396 members 
Entering Unmasked Estep 
Score: -11615108.000000 Penalty: 3803.149658
	Iteration 37F: 3 clusters Score -1.161511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Entering Unmasked Estep 
Score: -538879.687500 Penalty: 1403.990479
	Iteration 0F: 2 clusters Score -538879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -534506.562500 Penalty: 2807.980957
	Iteration 0F: 3 clusters Score -534506.6 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -535801.125000 Penalty: 2807.980957
	Iteration 1F: 3 clusters Score -535801.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -535999.312500 Penalty: 2807.980957
	Iteration 2F: 3 clusters Score -535999.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -536158.687500 Penalty: 2807.980957
	Iteration 3F: 3 clusters Score -536158.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -536286.000000 Penalty: 2807.980957
	Iteration 4Q: 3 clusters Score -536286 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -536387.500000 Penalty: 2807.980957
	Iteration 5Q: 3 clusters Score -536387.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -536468.437500 Penalty: 2807.980957
	Iteration 6Q: 3 clusters Score -536468.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -536556.375000 Penalty: 2807.980957
	Iteration 7Q: 3 clusters Score -536556.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -536643.812500 Penalty: 2807.980957
	Iteration 8Q: 3 clusters Score -536643.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -536733.000000 Penalty: 2807.980957
	Iteration 9Q: 3 clusters Score -536733 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -536838.875000 Penalty: 2807.980957
	Iteration 10Q: 3 clusters Score -536838.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -536947.500000 Penalty: 2807.980957
	Iteration 11Q: 3 clusters Score -536947.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -537076.562500 Penalty: 2807.980957
	Iteration 12Q: 3 clusters Score -537076.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -537211.500000 Penalty: 2807.980957
	Iteration 13Q: 3 clusters Score -537211.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -537342.687500 Penalty: 2807.980957
	Iteration 14Q: 3 clusters Score -537342.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -537440.687500 Penalty: 2807.980957
	Iteration 15Q: 3 clusters Score -537440.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -537502.812500 Penalty: 2807.980957
	Iteration 16Q: 3 clusters Score -537502.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -537553.625000 Penalty: 2807.980957
	Iteration 17Q: 3 clusters Score -537553.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -537593.687500 Penalty: 2807.980957
	Iteration 18Q: 3 clusters Score -537593.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -537615.437500 Penalty: 2807.980957
	Iteration 19Q: 3 clusters Score -537615.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -537634.875000 Penalty: 2807.980957
	Iteration 20F: 3 clusters Score -537634.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -537650.937500 Penalty: 2807.980957
	Iteration 21Q: 3 clusters Score -537650.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -537664.500000 Penalty: 2807.980957
	Iteration 22Q: 3 clusters Score -537664.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -537676.187500 Penalty: 2807.980957
	Iteration 23Q: 3 clusters Score -537676.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -537682.812500 Penalty: 2807.980957
	Iteration 24Q: 3 clusters Score -537682.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -537689.500000 Penalty: 2807.980957
	Iteration 25Q: 3 clusters Score -537689.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -537691.750000 Penalty: 2807.980957
	Iteration 26Q: 3 clusters Score -537691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -537692.937500 Penalty: 2807.980957
	Iteration 27Q: 3 clusters Score -537692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -537693.500000 Penalty: 2807.980957
	Iteration 28Q: 3 clusters Score -537693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -537695.312500 Penalty: 2807.980957
	Iteration 29Q: 3 clusters Score -537695.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -537698.312500 Penalty: 2807.980957
	Iteration 30Q: 3 clusters Score -537698.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -537698.500000 Penalty: 2807.980957
	Iteration 31Q: 3 clusters Score -537698.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -537698.500000 Penalty: 2807.980957
	Iteration 32F: 3 clusters Score -537698.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (103589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Entering Unmasked Estep 
Score: -9863902.000000 Penalty: 1876.580322
	Iteration 0F: 2 clusters Score -9863902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -9794397.000000 Penalty: 3753.160645
	Iteration 0F: 3 clusters Score -9794397 nChanged 49571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -9823866.000000 Penalty: 3753.160645
	Iteration 1F: 3 clusters Score -9823866 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -9825733.000000 Penalty: 3753.160645
	Iteration 2Q: 3 clusters Score -9825733 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -9828925.000000 Penalty: 3753.160645
	Iteration 3F: 3 clusters Score -9828925 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -9834295.000000 Penalty: 3753.160645
	Iteration 4F: 3 clusters Score -9834295 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -9840847.000000 Penalty: 3753.160645
	Iteration 5F: 3 clusters Score -9840847 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -9846844.000000 Penalty: 3753.160645
	Iteration 6F: 3 clusters Score -9846844 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -9851218.000000 Penalty: 3753.160645
	Iteration 7F: 3 clusters Score -9851218 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -9854352.000000 Penalty: 3753.160645
	Iteration 8Q: 3 clusters Score -9854352 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 94731 members 
Entering Unmasked Estep 
Score: -9856774.000000 Penalty: 3753.160645
	Iteration 9Q: 3 clusters Score -9856774 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 97326 members 
Entering Unmasked Estep 
Score: -9858640.000000 Penalty: 3753.160645
	Iteration 10Q: 3 clusters Score -9858640 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -9859885.000000 Penalty: 3753.160645
	Iteration 11Q: 3 clusters Score -9859885 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -9860810.000000 Penalty: 3753.160645
	Iteration 12Q: 3 clusters Score -9860810 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 101369 members 
Entering Unmasked Estep 
Score: -9861429.000000 Penalty: 3753.160645
	Iteration 13Q: 3 clusters Score -9861429 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 101904 members 
Entering Unmasked Estep 
Score: -9861828.000000 Penalty: 3753.160645
	Iteration 14Q: 3 clusters Score -9861828 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -9862053.000000 Penalty: 3753.160645
	Iteration 15Q: 3 clusters Score -9862053 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 102433 members 
Entering Unmasked Estep 
Score: -9862164.000000 Penalty: 3753.160645
	Iteration 16Q: 3 clusters Score -9862164 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 102556 members 
Entering Unmasked Estep 
Score: -9862266.000000 Penalty: 3753.160645
	Iteration 17Q: 3 clusters Score -9862266 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 102616 members 
Entering Unmasked Estep 
Score: -9862320.000000 Penalty: 3753.160645
	Iteration 18Q: 3 clusters Score -9862320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -9862388.000000 Penalty: 3753.160645
	Iteration 19Q: 3 clusters Score -9862388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 102705 members 
Entering Unmasked Estep 
Score: -9862436.000000 Penalty: 3753.160645
	Iteration 20F: 3 clusters Score -9862436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -9862489.000000 Penalty: 3753.160645
	Iteration 21Q: 3 clusters Score -9862489 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 102753 members 
Entering Unmasked Estep 
Score: -9862575.000000 Penalty: 3753.160645
	Iteration 22Q: 3 clusters Score -9862575 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 102753 members 
Entering Unmasked Estep 
Score: -9862626.000000 Penalty: 3753.160645
	Iteration 23Q: 3 clusters Score -9862626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 102742 members 
Entering Unmasked Estep 
Score: -9862642.000000 Penalty: 3753.160645
	Iteration 24Q: 3 clusters Score -9862642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 102737 members 
Entering Unmasked Estep 
Score: -9862655.000000 Penalty: 3753.160645
	Iteration 25Q: 3 clusters Score -9862655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 102727 members 
Entering Unmasked Estep 
Score: -9862664.000000 Penalty: 3753.160645
	Iteration 26Q: 3 clusters Score -9862664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 102710 members 
Entering Unmasked Estep 
Score: -9862677.000000 Penalty: 3753.160645
	Iteration 27Q: 3 clusters Score -9862677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -9862697.000000 Penalty: 3753.160645
	Iteration 28Q: 3 clusters Score -9862697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 102671 members 
Entering Unmasked Estep 
Score: -9862711.000000 Penalty: 3753.160645
	Iteration 29Q: 3 clusters Score -9862711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 102656 members 
Entering Unmasked Estep 
Score: -9862726.000000 Penalty: 3753.160645
	Iteration 30Q: 3 clusters Score -9862726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 102635 members 
Entering Unmasked Estep 
Score: -9862747.000000 Penalty: 3753.160645
	Iteration 31Q: 3 clusters Score -9862747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 102615 members 
Entering Unmasked Estep 
Score: -9862761.000000 Penalty: 3753.160645
	Iteration 32Q: 3 clusters Score -9862761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
Score: -9862764.000000 Penalty: 3753.160645
	Iteration 33Q: 3 clusters Score -9862764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 102582 members 
Entering Unmasked Estep 
Score: -9862772.000000 Penalty: 3753.160645
	Iteration 34Q: 3 clusters Score -9862772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 102560 members 
Entering Unmasked Estep 
Score: -9862784.000000 Penalty: 3753.160645
	Iteration 35Q: 3 clusters Score -9862784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 102528 members 
Entering Unmasked Estep 
Score: -9862790.000000 Penalty: 3753.160645
	Iteration 36Q: 3 clusters Score -9862790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 102505 members 
Entering Unmasked Estep 
Score: -9862807.000000 Penalty: 3753.160645
	Iteration 37Q: 3 clusters Score -9862807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 102481 members 
Entering Unmasked Estep 
Score: -9862813.000000 Penalty: 3753.160645
	Iteration 38Q: 3 clusters Score -9862813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -9862828.000000 Penalty: 3753.160645
	Iteration 39Q: 3 clusters Score -9862828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -9862836.000000 Penalty: 3753.160645
	Iteration 40F: 3 clusters Score -9862836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -9862875.000000 Penalty: 3753.160645
	Iteration 41Q: 3 clusters Score -9862875 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 102394 members 
Entering Unmasked Estep 
Score: -9862907.000000 Penalty: 3753.160645
	Iteration 42Q: 3 clusters Score -9862907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 102354 members 
Entering Unmasked Estep 
Score: -9862928.000000 Penalty: 3753.160645
	Iteration 43Q: 3 clusters Score -9862928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 102316 members 
Entering Unmasked Estep 
Score: -9862929.000000 Penalty: 3753.160645
	Iteration 44Q: 3 clusters Score -9862929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 102277 members 
Entering Unmasked Estep 
Score: -9862954.000000 Penalty: 3753.160645
	Iteration 45Q: 3 clusters Score -9862954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 102243 members 
Entering Unmasked Estep 
Score: -9862973.000000 Penalty: 3753.160645
	Iteration 46Q: 3 clusters Score -9862973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 102226 members 
Entering Unmasked Estep 
Score: -9862989.000000 Penalty: 3753.160645
	Iteration 47Q: 3 clusters Score -9862989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -9862975.000000 Penalty: 3753.160645
	Iteration 48Q: 3 clusters Score -9862975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 102196 members 
Entering Unmasked Estep 
Score: -9862981.000000 Penalty: 3753.160645
	Iteration 49Q: 3 clusters Score -9862981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 102186 members 
Entering Unmasked Estep 
Score: -9862980.000000 Penalty: 3753.160645
	Iteration 50Q: 3 clusters Score -9862980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 102175 members 
Entering Unmasked Estep 
Score: -9862982.000000 Penalty: 3753.160645
	Iteration 51Q: 3 clusters Score -9862982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -9862988.000000 Penalty: 3753.160645
	Iteration 52Q: 3 clusters Score -9862988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -9862992.000000 Penalty: 3753.160645
	Iteration 53Q: 3 clusters Score -9862992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 102140 members 
Entering Unmasked Estep 
Score: -9863006.000000 Penalty: 3753.160645
	Iteration 54Q: 3 clusters Score -9863006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 102130 members 
Entering Unmasked Estep 
Score: -9863003.000000 Penalty: 3753.160645
	Iteration 55Q: 3 clusters Score -9863003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 102122 members 
Entering Unmasked Estep 
Score: -9863011.000000 Penalty: 3753.160645
	Iteration 56Q: 3 clusters Score -9863011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 102115 members 
Entering Unmasked Estep 
Score: -9863023.000000 Penalty: 3753.160645
	Iteration 57Q: 3 clusters Score -9863023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 102111 members 
Entering Unmasked Estep 
Score: -9863025.000000 Penalty: 3753.160645
	Iteration 58Q: 3 clusters Score -9863025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 102106 members 
Entering Unmasked Estep 
Score: -9863019.000000 Penalty: 3753.160645
	Iteration 59Q: 3 clusters Score -9863019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -9863016.000000 Penalty: 3753.160645
	Iteration 60F: 3 clusters Score -9863016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -9863022.000000 Penalty: 3753.160645
	Iteration 61Q: 3 clusters Score -9863022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -9863024.000000 Penalty: 3753.160645
	Iteration 62Q: 3 clusters Score -9863024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -9863031.000000 Penalty: 3753.160645
	Iteration 63Q: 3 clusters Score -9863031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
Score: -9863017.000000 Penalty: 3753.160645
	Iteration 64Q: 3 clusters Score -9863017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 102073 members 
Entering Unmasked Estep 
Score: -9863009.000000 Penalty: 3753.160645
	Iteration 65Q: 3 clusters Score -9863009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 102069 members 
Entering Unmasked Estep 
Score: -9863017.000000 Penalty: 3753.160645
	Iteration 66Q: 3 clusters Score -9863017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -9863018.000000 Penalty: 3753.160645
	Iteration 67Q: 3 clusters Score -9863018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 102066 members 
Entering Unmasked Estep 
Score: -9863022.000000 Penalty: 3753.160645
	Iteration 68Q: 3 clusters Score -9863022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 102062 members 
Entering Unmasked Estep 
Score: -9863020.000000 Penalty: 3753.160645
	Iteration 69Q: 3 clusters Score -9863020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 102059 members 
Entering Unmasked Estep 
Score: -9863026.000000 Penalty: 3753.160645
	Iteration 70Q: 3 clusters Score -9863026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 102057 members 
Entering Unmasked Estep 
Score: -9863026.000000 Penalty: 3753.160645
	Iteration 71Q: 3 clusters Score -9863026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 102055 members 
Entering Unmasked Estep 
Score: -9863020.000000 Penalty: 3753.160645
	Iteration 72Q: 3 clusters Score -9863020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -9863023.000000 Penalty: 3753.160645
	Iteration 73Q: 3 clusters Score -9863023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -9863020.000000 Penalty: 3753.160645
	Iteration 74Q: 3 clusters Score -9863020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 102040 members 
Entering Unmasked Estep 
Score: -9863027.000000 Penalty: 3753.160645
	Iteration 75Q: 3 clusters Score -9863027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 102032 members 
Entering Unmasked Estep 
Score: -9863028.000000 Penalty: 3753.160645
	Iteration 76Q: 3 clusters Score -9863028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 102024 members 
Entering Unmasked Estep 
Score: -9863044.000000 Penalty: 3753.160645
	Iteration 77Q: 3 clusters Score -9863044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 102016 members 
Entering Unmasked Estep 
Score: -9863036.000000 Penalty: 3753.160645
	Iteration 78Q: 3 clusters Score -9863036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 102009 members 
Entering Unmasked Estep 
Score: -9863030.000000 Penalty: 3753.160645
	Iteration 79Q: 3 clusters Score -9863030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 102005 members 
Entering Unmasked Estep 
Score: -9863038.000000 Penalty: 3753.160645
	Iteration 80F: 3 clusters Score -9863038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -9863036.000000 Penalty: 3753.160645
	Iteration 81Q: 3 clusters Score -9863036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 101993 members 
Entering Unmasked Estep 
Score: -9863044.000000 Penalty: 3753.160645
	Iteration 82Q: 3 clusters Score -9863044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 101986 members 
Entering Unmasked Estep 
Score: -9863040.000000 Penalty: 3753.160645
	Iteration 83Q: 3 clusters Score -9863040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -9863044.000000 Penalty: 3753.160645
	Iteration 84Q: 3 clusters Score -9863044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 101972 members 
Entering Unmasked Estep 
Score: -9863043.000000 Penalty: 3753.160645
	Iteration 85Q: 3 clusters Score -9863043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -9863033.000000 Penalty: 3753.160645
	Iteration 86Q: 3 clusters Score -9863033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 101968 members 
Entering Unmasked Estep 
Score: -9863021.000000 Penalty: 3753.160645
	Iteration 87Q: 3 clusters Score -9863021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 101961 members 
Entering Unmasked Estep 
Score: -9863022.000000 Penalty: 3753.160645
	Iteration 88Q: 3 clusters Score -9863022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 101954 members 
Entering Unmasked Estep 
Score: -9863022.000000 Penalty: 3753.160645
	Iteration 89Q: 3 clusters Score -9863022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 101948 members 
Entering Unmasked Estep 
Score: -9863029.000000 Penalty: 3753.160645
	Iteration 90Q: 3 clusters Score -9863029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 101936 members 
Entering Unmasked Estep 
Score: -9863032.000000 Penalty: 3753.160645
	Iteration 91Q: 3 clusters Score -9863032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -9863033.000000 Penalty: 3753.160645
	Iteration 92Q: 3 clusters Score -9863033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -9863043.000000 Penalty: 3753.160645
	Iteration 93Q: 3 clusters Score -9863043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -9863048.000000 Penalty: 3753.160645
	Iteration 94Q: 3 clusters Score -9863048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 101888 members 
Entering Unmasked Estep 
Score: -9863045.000000 Penalty: 3753.160645
	Iteration 95Q: 3 clusters Score -9863045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -9863053.000000 Penalty: 3753.160645
	Iteration 96Q: 3 clusters Score -9863053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 101880 members 
Entering Unmasked Estep 
Score: -9863049.000000 Penalty: 3753.160645
	Iteration 97Q: 3 clusters Score -9863049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 101877 members 
Entering Unmasked Estep 
Score: -9863054.000000 Penalty: 3753.160645
	Iteration 98Q: 3 clusters Score -9863054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
Score: -9863049.000000 Penalty: 3753.160645
	Iteration 99Q: 3 clusters Score -9863049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 101866 members 
Entering Unmasked Estep 
Score: -9863050.000000 Penalty: 3753.160645
	Iteration 100F: 3 clusters Score -9863050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -9863050.000000 Penalty: 3753.160645
	Iteration 101Q: 3 clusters Score -9863050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -9863054.000000 Penalty: 3753.160645
	Iteration 102Q: 3 clusters Score -9863054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 101854 members 
Entering Unmasked Estep 
Score: -9863054.000000 Penalty: 3753.160645
	Iteration 103Q: 3 clusters Score -9863054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 101851 members 
Entering Unmasked Estep 
Score: -9863048.000000 Penalty: 3753.160645
	Iteration 104Q: 3 clusters Score -9863048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -9863051.000000 Penalty: 3753.160645
	Iteration 105Q: 3 clusters Score -9863051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -9863050.000000 Penalty: 3753.160645
	Iteration 106Q: 3 clusters Score -9863050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 101847 members 
Entering Unmasked Estep 
Score: -9863050.000000 Penalty: 3753.160645
	Iteration 107Q: 3 clusters Score -9863050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 101844 members 
Entering Unmasked Estep 
Score: -9863052.000000 Penalty: 3753.160645
	Iteration 108Q: 3 clusters Score -9863052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 101844 members 
Entering Unmasked Estep 
Score: -9863052.000000 Penalty: 3753.160645
	Iteration 109F: 3 clusters Score -9863052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 7682 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 24436 members 
Mstep: Class 5 contains 24215 members 
Mstep: Class 6 contains 11048 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 6047 members 
Mstep: Class 9 contains 1908 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 4459 members 
Mstep: Class 15 contains 15919 members 
Mstep: Class 16 contains 19782 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 19834 members 
Mstep: Class 19 contains 5318 members 
Mstep: Class 20 contains 9003 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 10281 members 
Mstep: Class 24 contains 2732 members 
Mstep: Class 25 contains 120813 members 
Mstep: Class 26 contains 5653 members 
Mstep: Class 27 contains 103589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44820124.000000 Penalty: 59530.218750
Iteration 79Q: 29 clusters Score -4.482012e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 7359 members 
Mstep: Class 3 contains 20810 members 
Mstep: Class 4 contains 24435 members 
Mstep: Class 5 contains 24214 members 
Mstep: Class 6 contains 11043 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 1908 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 5082 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 14 contains 4458 members 
Mstep: Class 15 contains 15923 members 
Mstep: Class 16 contains 19792 members 
Mstep: Class 17 contains 8393 members 
Mstep: Class 18 contains 19797 members 
Mstep: Class 19 contains 5285 members 
Mstep: Class 20 contains 9049 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 10226 members 
Mstep: Class 24 contains 2735 members 
Mstep: Class 25 contains 120822 members 
Mstep: Class 26 contains 5659 members 
Mstep: Class 27 contains 104014 members 
Mstep: Class 28 contains 2343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44820484.000000 Penalty: 59530.218750
Iteration 80F: 29 clusters Score -4.482048e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 7030 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 24436 members 
Mstep: Class 5 contains 24207 members 
Mstep: Class 6 contains 11040 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 6048 members 
Mstep: Class 9 contains 1844 members 
Mstep: Class 10 contains 607 members 
Mstep: Class 11 contains 5075 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 3249 members 
Mstep: Class 14 contains 4452 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 19789 members 
Mstep: Class 17 contains 8418 members 
Mstep: Class 18 contains 19694 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 9064 members 
Mstep: Class 21 contains 5790 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 10129 members 
Mstep: Class 24 contains 2743 members 
Mstep: Class 25 contains 120821 members 
Mstep: Class 26 contains 5670 members 
Mstep: Class 27 contains 104403 members 
Mstep: Class 28 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44820804.000000 Penalty: 59530.218750
Iteration 81Q: 29 clusters Score -4.48208e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 6748 members 
Mstep: Class 3 contains 20813 members 
Mstep: Class 4 contains 24443 members 
Mstep: Class 5 contains 24190 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 992 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1787 members 
Mstep: Class 10 contains 610 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 4455 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 19771 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 19615 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 9098 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 10051 members 
Mstep: Class 24 contains 2743 members 
Mstep: Class 25 contains 120839 members 
Mstep: Class 26 contains 5679 members 
Mstep: Class 27 contains 104758 members 
Mstep: Class 28 contains 2674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821020.000000 Penalty: 59530.218750
Iteration 82Q: 29 clusters Score -4.482102e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 20817 members 
Mstep: Class 4 contains 24452 members 
Mstep: Class 5 contains 24182 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 611 members 
Mstep: Class 11 contains 5059 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3240 members 
Mstep: Class 14 contains 4461 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 19744 members 
Mstep: Class 17 contains 8469 members 
Mstep: Class 18 contains 19523 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 9145 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 9994 members 
Mstep: Class 24 contains 2748 members 
Mstep: Class 25 contains 120871 members 
Mstep: Class 26 contains 5686 members 
Mstep: Class 27 contains 105089 members 
Mstep: Class 28 contains 2782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821220.000000 Penalty: 59530.218750
Iteration 83Q: 29 clusters Score -4.482122e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 20819 members 
Mstep: Class 4 contains 24462 members 
Mstep: Class 5 contains 24176 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 7 contains 984 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 5048 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 15 contains 15929 members 
Mstep: Class 16 contains 19726 members 
Mstep: Class 17 contains 8493 members 
Mstep: Class 18 contains 19448 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 9188 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 9945 members 
Mstep: Class 24 contains 2751 members 
Mstep: Class 25 contains 120902 members 
Mstep: Class 26 contains 5707 members 
Mstep: Class 27 contains 105374 members 
Mstep: Class 28 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821292.000000 Penalty: 59530.218750
Iteration 84Q: 29 clusters Score -4.482129e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 3 contains 20815 members 
Mstep: Class 4 contains 24466 members 
Mstep: Class 5 contains 24158 members 
Mstep: Class 6 contains 11032 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 1672 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 5037 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 15 contains 15929 members 
Mstep: Class 16 contains 19719 members 
Mstep: Class 17 contains 8512 members 
Mstep: Class 18 contains 19372 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 9901 members 
Mstep: Class 24 contains 2753 members 
Mstep: Class 25 contains 120943 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 105601 members 
Mstep: Class 28 contains 2921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821432.000000 Penalty: 59530.218750
Iteration 85Q: 29 clusters Score -4.482143e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 5866 members 
Mstep: Class 3 contains 20817 members 
Mstep: Class 4 contains 24475 members 
Mstep: Class 5 contains 24155 members 
Mstep: Class 6 contains 11030 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 6048 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 612 members 
Mstep: Class 11 contains 5029 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 4461 members 
Mstep: Class 15 contains 15930 members 
Mstep: Class 16 contains 19714 members 
Mstep: Class 17 contains 8528 members 
Mstep: Class 18 contains 19290 members 
Mstep: Class 19 contains 5047 members 
Mstep: Class 20 contains 9282 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 9879 members 
Mstep: Class 24 contains 2756 members 
Mstep: Class 25 contains 120982 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 105777 members 
Mstep: Class 28 contains 2966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821492.000000 Penalty: 59530.218750
Iteration 86Q: 29 clusters Score -4.482149e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 20813 members 
Mstep: Class 4 contains 24477 members 
Mstep: Class 5 contains 24143 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 6048 members 
Mstep: Class 9 contains 1612 members 
Mstep: Class 10 contains 611 members 
Mstep: Class 11 contains 5014 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 4467 members 
Mstep: Class 15 contains 15936 members 
Mstep: Class 16 contains 19720 members 
Mstep: Class 17 contains 8546 members 
Mstep: Class 18 contains 19207 members 
Mstep: Class 19 contains 5029 members 
Mstep: Class 20 contains 9331 members 
Mstep: Class 21 contains 5791 members 
Mstep: Class 22 contains 2357 members 
Mstep: Class 23 contains 9863 members 
Mstep: Class 24 contains 2760 members 
Mstep: Class 25 contains 121027 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 105913 members 
Mstep: Class 28 contains 2997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821524.000000 Penalty: 59530.218750
Iteration 87Q: 29 clusters Score -4.482152e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 5645 members 
Mstep: Class 3 contains 20811 members 
Mstep: Class 4 contains 24482 members 
Mstep: Class 5 contains 24130 members 
Mstep: Class 6 contains 11027 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 4997 members 
Mstep: Class 12 contains 1696 members 
Mstep: Class 13 contains 3135 members 
Mstep: Class 14 contains 4482 members 
Mstep: Class 15 contains 15936 members 
Mstep: Class 16 contains 19721 members 
Mstep: Class 17 contains 8555 members 
Mstep: Class 18 contains 19131 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 9380 members 
Mstep: Class 21 contains 5794 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 9852 members 
Mstep: Class 24 contains 2761 members 
Mstep: Class 25 contains 121092 members 
Mstep: Class 26 contains 5746 members 
Mstep: Class 27 contains 106038 members 
Mstep: Class 28 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821592.000000 Penalty: 59530.218750
Iteration 88Q: 29 clusters Score -4.482159e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 5538 members 
Mstep: Class 3 contains 20813 members 
Mstep: Class 4 contains 24482 members 
Mstep: Class 5 contains 24118 members 
Mstep: Class 6 contains 11026 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 1542 members 
Mstep: Class 10 contains 607 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1692 members 
Mstep: Class 13 contains 3100 members 
Mstep: Class 14 contains 4495 members 
Mstep: Class 15 contains 15934 members 
Mstep: Class 16 contains 19734 members 
Mstep: Class 17 contains 8566 members 
Mstep: Class 18 contains 19059 members 
Mstep: Class 19 contains 4982 members 
Mstep: Class 20 contains 9440 members 
Mstep: Class 21 contains 5796 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 9838 members 
Mstep: Class 24 contains 2767 members 
Mstep: Class 25 contains 121156 members 
Mstep: Class 26 contains 5747 members 
Mstep: Class 27 contains 106140 members 
Mstep: Class 28 contains 3070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821652.000000 Penalty: 59530.218750
Iteration 89Q: 29 clusters Score -4.482165e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 5460 members 
Mstep: Class 3 contains 20813 members 
Mstep: Class 4 contains 24486 members 
Mstep: Class 5 contains 24106 members 
Mstep: Class 6 contains 11024 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1499 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 4966 members 
Mstep: Class 12 contains 1686 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 4523 members 
Mstep: Class 15 contains 15930 members 
Mstep: Class 16 contains 19746 members 
Mstep: Class 17 contains 8578 members 
Mstep: Class 18 contains 18993 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 9503 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 2772 members 
Mstep: Class 25 contains 121202 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 106212 members 
Mstep: Class 28 contains 3097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821664.000000 Penalty: 59530.218750
Iteration 90Q: 29 clusters Score -4.482166e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 20815 members 
Mstep: Class 4 contains 24485 members 
Mstep: Class 5 contains 24096 members 
Mstep: Class 6 contains 11023 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 6048 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 4952 members 
Mstep: Class 12 contains 1682 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 19755 members 
Mstep: Class 17 contains 8588 members 
Mstep: Class 18 contains 18931 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 9557 members 
Mstep: Class 21 contains 5799 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 9813 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 121241 members 
Mstep: Class 26 contains 5757 members 
Mstep: Class 27 contains 106270 members 
Mstep: Class 28 contains 3124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821716.000000 Penalty: 59530.218750
Iteration 91Q: 29 clusters Score -4.482172e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 20807 members 
Mstep: Class 4 contains 24487 members 
Mstep: Class 5 contains 24089 members 
Mstep: Class 6 contains 11022 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 6048 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 3042 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 15903 members 
Mstep: Class 16 contains 19759 members 
Mstep: Class 17 contains 8596 members 
Mstep: Class 18 contains 18868 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 9621 members 
Mstep: Class 21 contains 5801 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 9805 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 121270 members 
Mstep: Class 26 contains 5762 members 
Mstep: Class 27 contains 106336 members 
Mstep: Class 28 contains 3139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821664.000000 Penalty: 59530.218750
Iteration 92Q: 29 clusters Score -4.482166e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 20804 members 
Mstep: Class 4 contains 24486 members 
Mstep: Class 5 contains 24063 members 
Mstep: Class 6 contains 11024 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 3030 members 
Mstep: Class 14 contains 4662 members 
Mstep: Class 15 contains 15882 members 
Mstep: Class 16 contains 19760 members 
Mstep: Class 17 contains 8603 members 
Mstep: Class 18 contains 18798 members 
Mstep: Class 19 contains 4912 members 
Mstep: Class 20 contains 9696 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 9797 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 121304 members 
Mstep: Class 26 contains 5774 members 
Mstep: Class 27 contains 106414 members 
Mstep: Class 28 contains 3156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821844.000000 Penalty: 59530.218750
Iteration 93Q: 29 clusters Score -4.482184e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 20803 members 
Mstep: Class 4 contains 24483 members 
Mstep: Class 5 contains 24054 members 
Mstep: Class 6 contains 11032 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 19753 members 
Mstep: Class 17 contains 8606 members 
Mstep: Class 18 contains 18751 members 
Mstep: Class 19 contains 4884 members 
Mstep: Class 20 contains 9754 members 
Mstep: Class 21 contains 5805 members 
Mstep: Class 22 contains 2360 members 
Mstep: Class 23 contains 9792 members 
Mstep: Class 24 contains 2774 members 
Mstep: Class 25 contains 121336 members 
Mstep: Class 26 contains 5783 members 
Mstep: Class 27 contains 106474 members 
Mstep: Class 28 contains 3178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44821972.000000 Penalty: 59530.218750
Iteration 94Q: 29 clusters Score -4.482197e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 5134 members 
Mstep: Class 3 contains 20811 members 
Mstep: Class 4 contains 24481 members 
Mstep: Class 5 contains 24042 members 
Mstep: Class 6 contains 11036 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 6048 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4914 members 
Mstep: Class 12 contains 1675 members 
Mstep: Class 13 contains 3001 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 15845 members 
Mstep: Class 16 contains 19751 members 
Mstep: Class 17 contains 8610 members 
Mstep: Class 18 contains 18707 members 
Mstep: Class 19 contains 4871 members 
Mstep: Class 20 contains 9788 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 2360 members 
Mstep: Class 23 contains 9781 members 
Mstep: Class 24 contains 2774 members 
Mstep: Class 25 contains 121360 members 
Mstep: Class 26 contains 5794 members 
Mstep: Class 27 contains 106525 members 
Mstep: Class 28 contains 3190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822192.000000 Penalty: 59530.218750
Iteration 95Q: 29 clusters Score -4.482219e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 3 contains 20806 members 
Mstep: Class 4 contains 24479 members 
Mstep: Class 5 contains 24026 members 
Mstep: Class 6 contains 11036 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 6047 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4910 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 13 contains 2986 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 15835 members 
Mstep: Class 16 contains 19756 members 
Mstep: Class 17 contains 8611 members 
Mstep: Class 18 contains 18657 members 
Mstep: Class 19 contains 4859 members 
Mstep: Class 20 contains 9824 members 
Mstep: Class 21 contains 5805 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 9778 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 121378 members 
Mstep: Class 26 contains 5801 members 
Mstep: Class 27 contains 106555 members 
Mstep: Class 28 contains 3208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822116.000000 Penalty: 59530.218750
Iteration 96Q: 29 clusters Score -4.482212e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 5082 members 
Mstep: Class 3 contains 20804 members 
Mstep: Class 4 contains 24477 members 
Mstep: Class 5 contains 24008 members 
Mstep: Class 6 contains 11039 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 6052 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4902 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 15818 members 
Mstep: Class 16 contains 19757 members 
Mstep: Class 17 contains 8610 members 
Mstep: Class 18 contains 18614 members 
Mstep: Class 19 contains 4849 members 
Mstep: Class 20 contains 9859 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 9776 members 
Mstep: Class 24 contains 2772 members 
Mstep: Class 25 contains 121397 members 
Mstep: Class 26 contains 5809 members 
Mstep: Class 27 contains 106584 members 
Mstep: Class 28 contains 3225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822172.000000 Penalty: 59530.218750
Iteration 97Q: 29 clusters Score -4.482217e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 20801 members 
Mstep: Class 4 contains 24472 members 
Mstep: Class 5 contains 23990 members 
Mstep: Class 6 contains 11048 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 6053 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4891 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 15805 members 
Mstep: Class 16 contains 19759 members 
Mstep: Class 17 contains 8609 members 
Mstep: Class 18 contains 18569 members 
Mstep: Class 19 contains 4842 members 
Mstep: Class 20 contains 9904 members 
Mstep: Class 21 contains 5806 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 9777 members 
Mstep: Class 24 contains 2772 members 
Mstep: Class 25 contains 121413 members 
Mstep: Class 26 contains 5818 members 
Mstep: Class 27 contains 106595 members 
Mstep: Class 28 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822224.000000 Penalty: 59530.218750
Iteration 98Q: 29 clusters Score -4.482222e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 5039 members 
Mstep: Class 3 contains 20795 members 
Mstep: Class 4 contains 24473 members 
Mstep: Class 5 contains 23988 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 1280 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 15791 members 
Mstep: Class 16 contains 19755 members 
Mstep: Class 17 contains 8612 members 
Mstep: Class 18 contains 18523 members 
Mstep: Class 19 contains 4838 members 
Mstep: Class 20 contains 9958 members 
Mstep: Class 21 contains 5809 members 
Mstep: Class 22 contains 2362 members 
Mstep: Class 23 contains 9773 members 
Mstep: Class 24 contains 2772 members 
Mstep: Class 25 contains 121429 members 
Mstep: Class 26 contains 5821 members 
Mstep: Class 27 contains 106596 members 
Mstep: Class 28 contains 3271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822192.000000 Penalty: 59530.218750
Iteration 99Q: 29 clusters Score -4.482219e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 20791 members 
Mstep: Class 4 contains 24474 members 
Mstep: Class 5 contains 23985 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 6055 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4869 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 15773 members 
Mstep: Class 16 contains 19752 members 
Mstep: Class 17 contains 8615 members 
Mstep: Class 18 contains 18480 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 10002 members 
Mstep: Class 21 contains 5805 members 
Mstep: Class 22 contains 2362 members 
Mstep: Class 23 contains 9767 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 121436 members 
Mstep: Class 26 contains 5824 members 
Mstep: Class 27 contains 106610 members 
Mstep: Class 28 contains 3291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822184.000000 Penalty: 59530.218750
Iteration 100F: 29 clusters Score -4.482218e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 3 contains 20784 members 
Mstep: Class 4 contains 24474 members 
Mstep: Class 5 contains 23981 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4865 members 
Mstep: Class 12 contains 1675 members 
Mstep: Class 13 contains 2944 members 
Mstep: Class 14 contains 4878 members 
Mstep: Class 15 contains 15762 members 
Mstep: Class 16 contains 19755 members 
Mstep: Class 17 contains 8616 members 
Mstep: Class 18 contains 18447 members 
Mstep: Class 19 contains 4827 members 
Mstep: Class 20 contains 10024 members 
Mstep: Class 21 contains 5803 members 
Mstep: Class 22 contains 2362 members 
Mstep: Class 23 contains 9763 members 
Mstep: Class 24 contains 2774 members 
Mstep: Class 25 contains 121447 members 
Mstep: Class 26 contains 5823 members 
Mstep: Class 27 contains 106635 members 
Mstep: Class 28 contains 3310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822192.000000 Penalty: 59530.218750
Iteration 101Q: 29 clusters Score -4.482219e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 20784 members 
Mstep: Class 4 contains 24472 members 
Mstep: Class 5 contains 23972 members 
Mstep: Class 6 contains 11065 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4862 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 2938 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 15741 members 
Mstep: Class 16 contains 19757 members 
Mstep: Class 17 contains 8617 members 
Mstep: Class 18 contains 18420 members 
Mstep: Class 19 contains 4813 members 
Mstep: Class 20 contains 10053 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 9758 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 121458 members 
Mstep: Class 26 contains 5823 members 
Mstep: Class 27 contains 106656 members 
Mstep: Class 28 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822188.000000 Penalty: 59530.218750
Iteration 102Q: 29 clusters Score -4.482219e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 20779 members 
Mstep: Class 4 contains 24472 members 
Mstep: Class 5 contains 23969 members 
Mstep: Class 6 contains 11066 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 6052 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4859 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 2931 members 
Mstep: Class 14 contains 4874 members 
Mstep: Class 15 contains 15731 members 
Mstep: Class 16 contains 19761 members 
Mstep: Class 17 contains 8616 members 
Mstep: Class 18 contains 18400 members 
Mstep: Class 19 contains 4795 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 5803 members 
Mstep: Class 22 contains 2362 members 
Mstep: Class 23 contains 9758 members 
Mstep: Class 24 contains 2774 members 
Mstep: Class 25 contains 121470 members 
Mstep: Class 26 contains 5825 members 
Mstep: Class 27 contains 106670 members 
Mstep: Class 28 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822300.000000 Penalty: 59530.218750
Iteration 103Q: 29 clusters Score -4.48223e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 4949 members 
Mstep: Class 3 contains 20774 members 
Mstep: Class 4 contains 24473 members 
Mstep: Class 5 contains 23970 members 
Mstep: Class 6 contains 11065 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4858 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 19758 members 
Mstep: Class 17 contains 8618 members 
Mstep: Class 18 contains 18369 members 
Mstep: Class 19 contains 4783 members 
Mstep: Class 20 contains 10119 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 2363 members 
Mstep: Class 23 contains 9754 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 121474 members 
Mstep: Class 26 contains 5827 members 
Mstep: Class 27 contains 106685 members 
Mstep: Class 28 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822308.000000 Penalty: 59530.218750
Iteration 104Q: 29 clusters Score -4.482231e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 20767 members 
Mstep: Class 4 contains 24472 members 
Mstep: Class 5 contains 23965 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4854 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 19764 members 
Mstep: Class 17 contains 8620 members 
Mstep: Class 18 contains 18348 members 
Mstep: Class 19 contains 4771 members 
Mstep: Class 20 contains 10147 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9750 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 121480 members 
Mstep: Class 26 contains 5827 members 
Mstep: Class 27 contains 106697 members 
Mstep: Class 28 contains 3372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822324.000000 Penalty: 59530.218750
Iteration 105Q: 29 clusters Score -4.482232e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 20763 members 
Mstep: Class 4 contains 24470 members 
Mstep: Class 5 contains 23965 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 6055 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 2919 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 15 contains 15698 members 
Mstep: Class 16 contains 19768 members 
Mstep: Class 17 contains 8621 members 
Mstep: Class 18 contains 18342 members 
Mstep: Class 19 contains 4757 members 
Mstep: Class 20 contains 10174 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9744 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 121481 members 
Mstep: Class 26 contains 5827 members 
Mstep: Class 27 contains 106689 members 
Mstep: Class 28 contains 3377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822408.000000 Penalty: 59530.218750
Iteration 106Q: 29 clusters Score -4.482241e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 4941 members 
Mstep: Class 3 contains 20759 members 
Mstep: Class 4 contains 24469 members 
Mstep: Class 5 contains 23971 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 15686 members 
Mstep: Class 16 contains 19770 members 
Mstep: Class 17 contains 8624 members 
Mstep: Class 18 contains 18334 members 
Mstep: Class 19 contains 4749 members 
Mstep: Class 20 contains 10188 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9737 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 121481 members 
Mstep: Class 26 contains 5829 members 
Mstep: Class 27 contains 106687 members 
Mstep: Class 28 contains 3384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822376.000000 Penalty: 59530.218750
Iteration 107Q: 29 clusters Score -4.482238e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 20752 members 
Mstep: Class 4 contains 24465 members 
Mstep: Class 5 contains 23977 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 6060 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 15681 members 
Mstep: Class 16 contains 19772 members 
Mstep: Class 17 contains 8624 members 
Mstep: Class 18 contains 18333 members 
Mstep: Class 19 contains 4735 members 
Mstep: Class 20 contains 10201 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9734 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 121484 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106688 members 
Mstep: Class 28 contains 3386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822384.000000 Penalty: 59530.218750
Iteration 108Q: 29 clusters Score -4.482238e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 24466 members 
Mstep: Class 5 contains 23987 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 6061 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 4890 members 
Mstep: Class 15 contains 15668 members 
Mstep: Class 16 contains 19773 members 
Mstep: Class 17 contains 8624 members 
Mstep: Class 18 contains 18332 members 
Mstep: Class 19 contains 4725 members 
Mstep: Class 20 contains 10212 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9734 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 121483 members 
Mstep: Class 26 contains 5830 members 
Mstep: Class 27 contains 106683 members 
Mstep: Class 28 contains 3391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822352.000000 Penalty: 59530.218750
Iteration 109Q: 29 clusters Score -4.482235e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 4928 members 
Mstep: Class 3 contains 20732 members 
Mstep: Class 4 contains 24467 members 
Mstep: Class 5 contains 23992 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 6060 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 4892 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 19775 members 
Mstep: Class 17 contains 8626 members 
Mstep: Class 18 contains 18334 members 
Mstep: Class 19 contains 4713 members 
Mstep: Class 20 contains 10223 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9734 members 
Mstep: Class 24 contains 2784 members 
Mstep: Class 25 contains 121484 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106684 members 
Mstep: Class 28 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822380.000000 Penalty: 59530.218750
Iteration 110Q: 29 clusters Score -4.482238e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 4925 members 
Mstep: Class 3 contains 20729 members 
Mstep: Class 4 contains 24468 members 
Mstep: Class 5 contains 23986 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 15652 members 
Mstep: Class 16 contains 19775 members 
Mstep: Class 17 contains 8625 members 
Mstep: Class 18 contains 18338 members 
Mstep: Class 19 contains 4708 members 
Mstep: Class 20 contains 10228 members 
Mstep: Class 21 contains 5800 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 2785 members 
Mstep: Class 25 contains 121484 members 
Mstep: Class 26 contains 5827 members 
Mstep: Class 27 contains 106686 members 
Mstep: Class 28 contains 3397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822460.000000 Penalty: 59530.218750
Iteration 111Q: 29 clusters Score -4.482246e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 20727 members 
Mstep: Class 4 contains 24467 members 
Mstep: Class 5 contains 23986 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 6063 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 4889 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 19776 members 
Mstep: Class 17 contains 8625 members 
Mstep: Class 18 contains 18337 members 
Mstep: Class 19 contains 4706 members 
Mstep: Class 20 contains 10229 members 
Mstep: Class 21 contains 5800 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9730 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121484 members 
Mstep: Class 26 contains 5827 members 
Mstep: Class 27 contains 106692 members 
Mstep: Class 28 contains 3404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822452.000000 Penalty: 59530.218750
Iteration 112Q: 29 clusters Score -4.482245e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 24467 members 
Mstep: Class 5 contains 23988 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 2915 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 19776 members 
Mstep: Class 17 contains 8625 members 
Mstep: Class 18 contains 18333 members 
Mstep: Class 19 contains 4704 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5800 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9729 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 121487 members 
Mstep: Class 26 contains 5824 members 
Mstep: Class 27 contains 106696 members 
Mstep: Class 28 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822448.000000 Penalty: 59530.218750
Iteration 113Q: 29 clusters Score -4.482245e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 24467 members 
Mstep: Class 5 contains 23989 members 
Mstep: Class 6 contains 11056 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 19777 members 
Mstep: Class 17 contains 8627 members 
Mstep: Class 18 contains 18327 members 
Mstep: Class 19 contains 4693 members 
Mstep: Class 20 contains 10239 members 
Mstep: Class 21 contains 5800 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9729 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 121491 members 
Mstep: Class 26 contains 5824 members 
Mstep: Class 27 contains 106701 members 
Mstep: Class 28 contains 3422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822452.000000 Penalty: 59530.218750
Iteration 114Q: 29 clusters Score -4.482245e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 4917 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 24467 members 
Mstep: Class 5 contains 23989 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 6067 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 4874 members 
Mstep: Class 15 contains 15647 members 
Mstep: Class 16 contains 19778 members 
Mstep: Class 17 contains 8626 members 
Mstep: Class 18 contains 18324 members 
Mstep: Class 19 contains 4688 members 
Mstep: Class 20 contains 10241 members 
Mstep: Class 21 contains 5800 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9728 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 121493 members 
Mstep: Class 26 contains 5822 members 
Mstep: Class 27 contains 106702 members 
Mstep: Class 28 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822372.000000 Penalty: 59530.218750
Iteration 115Q: 29 clusters Score -4.482237e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 24467 members 
Mstep: Class 5 contains 23989 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 6067 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 19780 members 
Mstep: Class 17 contains 8625 members 
Mstep: Class 18 contains 18317 members 
Mstep: Class 19 contains 4685 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 5800 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9728 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 121493 members 
Mstep: Class 26 contains 5821 members 
Mstep: Class 27 contains 106704 members 
Mstep: Class 28 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822388.000000 Penalty: 59530.218750
Iteration 116Q: 29 clusters Score -4.482239e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 4910 members 
Mstep: Class 3 contains 20726 members 
Mstep: Class 4 contains 24467 members 
Mstep: Class 5 contains 23989 members 
Mstep: Class 6 contains 11056 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 6067 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 1670 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 15 contains 15645 members 
Mstep: Class 16 contains 19781 members 
Mstep: Class 17 contains 8625 members 
Mstep: Class 18 contains 18310 members 
Mstep: Class 19 contains 4685 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 5800 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9723 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 121493 members 
Mstep: Class 26 contains 5822 members 
Mstep: Class 27 contains 106715 members 
Mstep: Class 28 contains 3441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822400.000000 Penalty: 59530.218750
Iteration 117Q: 29 clusters Score -4.48224e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 4906 members 
Mstep: Class 3 contains 20726 members 
Mstep: Class 4 contains 24468 members 
Mstep: Class 5 contains 23990 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 6067 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 15643 members 
Mstep: Class 16 contains 19782 members 
Mstep: Class 17 contains 8629 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 4683 members 
Mstep: Class 20 contains 10251 members 
Mstep: Class 21 contains 5799 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9722 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 121494 members 
Mstep: Class 26 contains 5823 members 
Mstep: Class 27 contains 106718 members 
Mstep: Class 28 contains 3447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822408.000000 Penalty: 59530.218750
Iteration 118Q: 29 clusters Score -4.482241e+07 nChanged 34
Entering ConstructFrom: 
Score: -44822408.000000 Penalty: 59530.218750
Entering ConstructFrom: 
Trying to split cluster 1 (37175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Entering Unmasked Estep 
Score: -3605039.000000 Penalty: 1710.051147
	Iteration 0F: 2 clusters Score -3605039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3580057.000000 Penalty: 3420.102295
	Iteration 0F: 3 clusters Score -3580057 nChanged 17281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3589492.500000 Penalty: 3420.102295
	Iteration 1F: 3 clusters Score -3589492 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3589884.500000 Penalty: 3420.102295
	Iteration 2Q: 3 clusters Score -3589884 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3590278.500000 Penalty: 3420.102295
	Iteration 3Q: 3 clusters Score -3590278 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3590750.750000 Penalty: 3420.102295
	Iteration 4Q: 3 clusters Score -3590751 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3591415.500000 Penalty: 3420.102295
	Iteration 5Q: 3 clusters Score -3591416 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3592462.000000 Penalty: 3420.102295
	Iteration 6F: 3 clusters Score -3592462 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3594076.250000 Penalty: 3420.102295
	Iteration 7F: 3 clusters Score -3594076 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -3596491.500000 Penalty: 3420.102295
	Iteration 8F: 3 clusters Score -3596492 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3599347.750000 Penalty: 3420.102295
	Iteration 9F: 3 clusters Score -3599348 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3601552.000000 Penalty: 3420.102295
	Iteration 10F: 3 clusters Score -3601552 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3602745.250000 Penalty: 3420.102295
	Iteration 11Q: 3 clusters Score -3602745 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3603216.750000 Penalty: 3420.102295
	Iteration 12Q: 3 clusters Score -3603217 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3603395.500000 Penalty: 3420.102295
	Iteration 13Q: 3 clusters Score -3603396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3603485.250000 Penalty: 3420.102295
	Iteration 14Q: 3 clusters Score -3603485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3603551.000000 Penalty: 3420.102295
	Iteration 15Q: 3 clusters Score -3603551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3603572.500000 Penalty: 3420.102295
	Iteration 16Q: 3 clusters Score -3603572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3603581.500000 Penalty: 3420.102295
	Iteration 17Q: 3 clusters Score -3603582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3603578.750000 Penalty: 3420.102295
	Iteration 18Q: 3 clusters Score -3603579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3603580.250000 Penalty: 3420.102295
	Iteration 19Q: 3 clusters Score -3603580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3603583.250000 Penalty: 3420.102295
	Iteration 20F: 3 clusters Score -3603583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Entering Unmasked Estep 
Score: -467380.031250 Penalty: 1380.794067
	Iteration 0F: 2 clusters Score -467380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -463426.312500 Penalty: 2761.588135
	Iteration 0F: 3 clusters Score -463426.3 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -464514.281250 Penalty: 2761.588135
	Iteration 1F: 3 clusters Score -464514.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -464696.343750 Penalty: 2761.588135
	Iteration 2F: 3 clusters Score -464696.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -464804.281250 Penalty: 2761.588135
	Iteration 3Q: 3 clusters Score -464804.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -464900.062500 Penalty: 2761.588135
	Iteration 4Q: 3 clusters Score -464900.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -464980.625000 Penalty: 2761.588135
	Iteration 5Q: 3 clusters Score -464980.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -465033.156250 Penalty: 2761.588135
	Iteration 6Q: 3 clusters Score -465033.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -465073.187500 Penalty: 2761.588135
	Iteration 7Q: 3 clusters Score -465073.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -465118.156250 Penalty: 2761.588135
	Iteration 8Q: 3 clusters Score -465118.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -465171.718750 Penalty: 2761.588135
	Iteration 9Q: 3 clusters Score -465171.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -465233.562500 Penalty: 2761.588135
	Iteration 10Q: 3 clusters Score -465233.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -465289.000000 Penalty: 2761.588135
	Iteration 11Q: 3 clusters Score -465289 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -465336.937500 Penalty: 2761.588135
	Iteration 12Q: 3 clusters Score -465336.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -465392.531250 Penalty: 2761.588135
	Iteration 13Q: 3 clusters Score -465392.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -465438.156250 Penalty: 2761.588135
	Iteration 14Q: 3 clusters Score -465438.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -465493.437500 Penalty: 2761.588135
	Iteration 15Q: 3 clusters Score -465493.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -465560.281250 Penalty: 2761.588135
	Iteration 16Q: 3 clusters Score -465560.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -465628.406250 Penalty: 2761.588135
	Iteration 17Q: 3 clusters Score -465628.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -465698.562500 Penalty: 2761.588135
	Iteration 18Q: 3 clusters Score -465698.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -465766.031250 Penalty: 2761.588135
	Iteration 19Q: 3 clusters Score -465766 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -465831.375000 Penalty: 2761.588135
	Iteration 20F: 3 clusters Score -465831.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -465910.593750 Penalty: 2761.588135
	Iteration 21Q: 3 clusters Score -465910.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -465970.125000 Penalty: 2761.588135
	Iteration 22Q: 3 clusters Score -465970.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -466034.125000 Penalty: 2761.588135
	Iteration 23Q: 3 clusters Score -466034.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -466087.125000 Penalty: 2761.588135
	Iteration 24Q: 3 clusters Score -466087.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -466125.406250 Penalty: 2761.588135
	Iteration 25Q: 3 clusters Score -466125.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -466149.937500 Penalty: 2761.588135
	Iteration 26Q: 3 clusters Score -466149.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -466171.875000 Penalty: 2761.588135
	Iteration 27Q: 3 clusters Score -466171.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -466187.375000 Penalty: 2761.588135
	Iteration 28Q: 3 clusters Score -466187.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -466196.656250 Penalty: 2761.588135
	Iteration 29Q: 3 clusters Score -466196.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -466202.500000 Penalty: 2761.588135
	Iteration 30Q: 3 clusters Score -466202.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -466208.968750 Penalty: 2761.588135
	Iteration 31Q: 3 clusters Score -466209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -466216.781250 Penalty: 2761.588135
	Iteration 32Q: 3 clusters Score -466216.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -466225.031250 Penalty: 2761.588135
	Iteration 33Q: 3 clusters Score -466225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -466231.093750 Penalty: 2761.588135
	Iteration 34Q: 3 clusters Score -466231.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -466238.562500 Penalty: 2761.588135
	Iteration 35Q: 3 clusters Score -466238.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -466243.687500 Penalty: 2761.588135
	Iteration 36Q: 3 clusters Score -466243.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -466246.593750 Penalty: 2761.588135
	Iteration 37Q: 3 clusters Score -466246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -466250.125000 Penalty: 2761.588135
	Iteration 38Q: 3 clusters Score -466250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -466252.343750 Penalty: 2761.588135
	Iteration 39Q: 3 clusters Score -466252.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -466255.250000 Penalty: 2761.588135
	Iteration 40F: 3 clusters Score -466255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -466255.937500 Penalty: 2761.588135
	Iteration 41Q: 3 clusters Score -466255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -466257.781250 Penalty: 2761.588135
	Iteration 42Q: 3 clusters Score -466257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -466259.250000 Penalty: 2761.588135
	Iteration 43Q: 3 clusters Score -466259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -466259.875000 Penalty: 2761.588135
	Iteration 44Q: 3 clusters Score -466259.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -466261.031250 Penalty: 2761.588135
	Iteration 45Q: 3 clusters Score -466261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -466263.750000 Penalty: 2761.588135
	Iteration 46Q: 3 clusters Score -466263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -466262.906250 Penalty: 2761.588135
	Iteration 47Q: 3 clusters Score -466262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -466265.000000 Penalty: 2761.588135
	Iteration 48Q: 3 clusters Score -466265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -466267.437500 Penalty: 2761.588135
	Iteration 49Q: 3 clusters Score -466267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -466269.687500 Penalty: 2761.588135
	Iteration 50Q: 3 clusters Score -466269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -466271.750000 Penalty: 2761.588135
	Iteration 51Q: 3 clusters Score -466271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -466272.343750 Penalty: 2761.588135
	Iteration 52Q: 3 clusters Score -466272.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -466274.875000 Penalty: 2761.588135
	Iteration 53Q: 3 clusters Score -466274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -466276.843750 Penalty: 2761.588135
	Iteration 54Q: 3 clusters Score -466276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -466279.843750 Penalty: 2761.588135
	Iteration 55Q: 3 clusters Score -466279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -466280.250000 Penalty: 2761.588135
	Iteration 56Q: 3 clusters Score -466280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -466281.937500 Penalty: 2761.588135
	Iteration 57Q: 3 clusters Score -466281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -466281.937500 Penalty: 2761.588135
	Iteration 58F: 3 clusters Score -466281.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Entering Unmasked Estep 
Score: -2027655.500000 Penalty: 1615.103149
	Iteration 0F: 2 clusters Score -2027656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2013622.750000 Penalty: 3230.206299
	Iteration 0F: 3 clusters Score -2013623 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2018664.625000 Penalty: 3230.206299
	Iteration 1F: 3 clusters Score -2018665 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2019037.625000 Penalty: 3230.206299
	Iteration 2Q: 3 clusters Score -2019038 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2019448.625000 Penalty: 3230.206299
	Iteration 3F: 3 clusters Score -2019449 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2019964.375000 Penalty: 3230.206299
	Iteration 4F: 3 clusters Score -2019964 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2020655.375000 Penalty: 3230.206299
	Iteration 5F: 3 clusters Score -2020655 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2021641.625000 Penalty: 3230.206299
	Iteration 6F: 3 clusters Score -2021642 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2022741.625000 Penalty: 3230.206299
	Iteration 7F: 3 clusters Score -2022742 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2023793.750000 Penalty: 3230.206299
	Iteration 8F: 3 clusters Score -2023794 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2024695.500000 Penalty: 3230.206299
	Iteration 9F: 3 clusters Score -2024696 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2025417.875000 Penalty: 3230.206299
	Iteration 10Q: 3 clusters Score -2025418 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2025886.750000 Penalty: 3230.206299
	Iteration 11Q: 3 clusters Score -2025887 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2026106.250000 Penalty: 3230.206299
	Iteration 12Q: 3 clusters Score -2026106 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2026242.125000 Penalty: 3230.206299
	Iteration 13Q: 3 clusters Score -2026242 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2026351.000000 Penalty: 3230.206299
	Iteration 14Q: 3 clusters Score -2026351 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2026421.250000 Penalty: 3230.206299
	Iteration 15Q: 3 clusters Score -2026421 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2026460.000000 Penalty: 3230.206299
	Iteration 16Q: 3 clusters Score -2026460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2026500.875000 Penalty: 3230.206299
	Iteration 17Q: 3 clusters Score -2026501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2026517.125000 Penalty: 3230.206299
	Iteration 18Q: 3 clusters Score -2026517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2026529.750000 Penalty: 3230.206299
	Iteration 19Q: 3 clusters Score -2026530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2026533.875000 Penalty: 3230.206299
	Iteration 20F: 3 clusters Score -2026534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2026541.250000 Penalty: 3230.206299
	Iteration 21Q: 3 clusters Score -2026541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2026547.250000 Penalty: 3230.206299
	Iteration 22Q: 3 clusters Score -2026547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2026554.750000 Penalty: 3230.206299
	Iteration 23Q: 3 clusters Score -2026555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2026557.375000 Penalty: 3230.206299
	Iteration 24Q: 3 clusters Score -2026557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2026558.375000 Penalty: 3230.206299
	Iteration 25Q: 3 clusters Score -2026558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2026557.250000 Penalty: 3230.206299
	Iteration 26Q: 3 clusters Score -2026557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2026553.625000 Penalty: 3230.206299
	Iteration 27Q: 3 clusters Score -2026554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2026556.750000 Penalty: 3230.206299
	Iteration 28Q: 3 clusters Score -2026557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2026556.750000 Penalty: 3230.206299
	Iteration 29F: 3 clusters Score -2026557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Entering Unmasked Estep 
Score: -2375578.000000 Penalty: 1642.088867
	Iteration 0F: 2 clusters Score -2375578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2359025.000000 Penalty: 3284.177734
	Iteration 0F: 3 clusters Score -2359025 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2365087.250000 Penalty: 3284.177734
	Iteration 1F: 3 clusters Score -2365087 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2365501.250000 Penalty: 3284.177734
	Iteration 2Q: 3 clusters Score -2365501 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2366044.750000 Penalty: 3284.177734
	Iteration 3Q: 3 clusters Score -2366045 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2366951.000000 Penalty: 3284.177734
	Iteration 4F: 3 clusters Score -2366951 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2368327.750000 Penalty: 3284.177734
	Iteration 5F: 3 clusters Score -2368328 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2370130.500000 Penalty: 3284.177734
	Iteration 6F: 3 clusters Score -2370130 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2371884.750000 Penalty: 3284.177734
	Iteration 7F: 3 clusters Score -2371885 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2373106.500000 Penalty: 3284.177734
	Iteration 8F: 3 clusters Score -2373106 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2373706.750000 Penalty: 3284.177734
	Iteration 9Q: 3 clusters Score -2373707 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2373962.250000 Penalty: 3284.177734
	Iteration 10Q: 3 clusters Score -2373962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2374067.000000 Penalty: 3284.177734
	Iteration 11Q: 3 clusters Score -2374067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2374125.250000 Penalty: 3284.177734
	Iteration 12Q: 3 clusters Score -2374125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2374157.000000 Penalty: 3284.177734
	Iteration 13Q: 3 clusters Score -2374157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2374172.750000 Penalty: 3284.177734
	Iteration 14Q: 3 clusters Score -2374173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2374175.000000 Penalty: 3284.177734
	Iteration 15Q: 3 clusters Score -2374175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2374179.000000 Penalty: 3284.177734
	Iteration 16Q: 3 clusters Score -2374179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2374181.500000 Penalty: 3284.177734
	Iteration 17Q: 3 clusters Score -2374182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2374185.250000 Penalty: 3284.177734
	Iteration 18Q: 3 clusters Score -2374185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2374185.000000 Penalty: 3284.177734
	Iteration 19Q: 3 clusters Score -2374185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2374185.000000 Penalty: 3284.177734
	Iteration 20F: 3 clusters Score -2374185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Entering Unmasked Estep 
Score: -2321575.500000 Penalty: 1638.876221
	Iteration 0F: 2 clusters Score -2321576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2305365.000000 Penalty: 3277.752441
	Iteration 0F: 3 clusters Score -2305365 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2311527.000000 Penalty: 3277.752441
	Iteration 1F: 3 clusters Score -2311527 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2311987.500000 Penalty: 3277.752441
	Iteration 2Q: 3 clusters Score -2311988 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2312518.250000 Penalty: 3277.752441
	Iteration 3Q: 3 clusters Score -2312518 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2313221.750000 Penalty: 3277.752441
	Iteration 4F: 3 clusters Score -2313222 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2314040.000000 Penalty: 3277.752441
	Iteration 5F: 3 clusters Score -2314040 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2315070.750000 Penalty: 3277.752441
	Iteration 6F: 3 clusters Score -2315071 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2316278.500000 Penalty: 3277.752441
	Iteration 7F: 3 clusters Score -2316278 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2317592.250000 Penalty: 3277.752441
	Iteration 8F: 3 clusters Score -2317592 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2318588.000000 Penalty: 3277.752441
	Iteration 9Q: 3 clusters Score -2318588 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2319294.000000 Penalty: 3277.752441
	Iteration 10Q: 3 clusters Score -2319294 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2319695.500000 Penalty: 3277.752441
	Iteration 11Q: 3 clusters Score -2319696 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2319910.500000 Penalty: 3277.752441
	Iteration 12Q: 3 clusters Score -2319910 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2320012.500000 Penalty: 3277.752441
	Iteration 13Q: 3 clusters Score -2320012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -2320069.500000 Penalty: 3277.752441
	Iteration 14Q: 3 clusters Score -2320070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -2320098.500000 Penalty: 3277.752441
	Iteration 15Q: 3 clusters Score -2320098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2320123.750000 Penalty: 3277.752441
	Iteration 16Q: 3 clusters Score -2320124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2320140.250000 Penalty: 3277.752441
	Iteration 17Q: 3 clusters Score -2320140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2320153.000000 Penalty: 3277.752441
	Iteration 18Q: 3 clusters Score -2320153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2320157.500000 Penalty: 3277.752441
	Iteration 19Q: 3 clusters Score -2320158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2320160.750000 Penalty: 3277.752441
	Iteration 20F: 3 clusters Score -2320161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2320161.750000 Penalty: 3277.752441
	Iteration 21Q: 3 clusters Score -2320162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2320163.500000 Penalty: 3277.752441
	Iteration 22Q: 3 clusters Score -2320164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2320164.250000 Penalty: 3277.752441
	Iteration 23Q: 3 clusters Score -2320164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2320164.250000 Penalty: 3277.752441
	Iteration 24F: 3 clusters Score -2320164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Entering Unmasked Estep 
Score: -1056000.500000 Penalty: 1513.008057
	Iteration 0F: 2 clusters Score -1056000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1048200.750000 Penalty: 3026.016113
	Iteration 0F: 3 clusters Score -1048201 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1050773.125000 Penalty: 3026.016113
	Iteration 1F: 3 clusters Score -1050773 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1051010.000000 Penalty: 3026.016113
	Iteration 2F: 3 clusters Score -1051010 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1051176.625000 Penalty: 3026.016113
	Iteration 3Q: 3 clusters Score -1051177 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1051297.375000 Penalty: 3026.016113
	Iteration 4Q: 3 clusters Score -1051297 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1051397.500000 Penalty: 3026.016113
	Iteration 5Q: 3 clusters Score -1051398 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1051489.875000 Penalty: 3026.016113
	Iteration 6Q: 3 clusters Score -1051490 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1051585.625000 Penalty: 3026.016113
	Iteration 7Q: 3 clusters Score -1051586 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1051707.500000 Penalty: 3026.016113
	Iteration 8Q: 3 clusters Score -1051708 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1051882.375000 Penalty: 3026.016113
	Iteration 9Q: 3 clusters Score -1051882 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1052143.250000 Penalty: 3026.016113
	Iteration 10Q: 3 clusters Score -1052143 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1052495.625000 Penalty: 3026.016113
	Iteration 11Q: 3 clusters Score -1052496 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1052960.375000 Penalty: 3026.016113
	Iteration 12F: 3 clusters Score -1052960 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1053433.125000 Penalty: 3026.016113
	Iteration 13F: 3 clusters Score -1053433 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1053828.875000 Penalty: 3026.016113
	Iteration 14Q: 3 clusters Score -1053829 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1054147.625000 Penalty: 3026.016113
	Iteration 15Q: 3 clusters Score -1054148 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1054384.500000 Penalty: 3026.016113
	Iteration 16Q: 3 clusters Score -1054384 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1054534.000000 Penalty: 3026.016113
	Iteration 17Q: 3 clusters Score -1054534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1054589.500000 Penalty: 3026.016113
	Iteration 18Q: 3 clusters Score -1054590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1054616.625000 Penalty: 3026.016113
	Iteration 19Q: 3 clusters Score -1054617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1054639.000000 Penalty: 3026.016113
	Iteration 20F: 3 clusters Score -1054639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1054652.500000 Penalty: 3026.016113
	Iteration 21Q: 3 clusters Score -1054652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1054666.500000 Penalty: 3026.016113
	Iteration 22Q: 3 clusters Score -1054666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1054680.375000 Penalty: 3026.016113
	Iteration 23Q: 3 clusters Score -1054680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1054687.125000 Penalty: 3026.016113
	Iteration 24Q: 3 clusters Score -1054687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1054691.750000 Penalty: 3026.016113
	Iteration 25Q: 3 clusters Score -1054692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1054696.000000 Penalty: 3026.016113
	Iteration 26Q: 3 clusters Score -1054696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1054696.875000 Penalty: 3026.016113
	Iteration 27Q: 3 clusters Score -1054697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1054696.250000 Penalty: 3026.016113
	Iteration 28Q: 3 clusters Score -1054696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1054697.750000 Penalty: 3026.016113
	Iteration 29Q: 3 clusters Score -1054698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1054697.750000 Penalty: 3026.016113
	Iteration 30F: 3 clusters Score -1054698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -84337.242188 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -84337.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -82998.796875 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -82998.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -83443.570312 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -83443.57 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -83747.992188 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -83747.99 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -84069.718750 Penalty: 2235.456055
	Iteration 3F: 3 clusters Score -84069.72 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -84311.156250 Penalty: 2235.456055
	Iteration 4F: 3 clusters Score -84311.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -84385.734375 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -84385.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -84427.335938 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -84427.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -84438.445312 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -84438.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -84440.289062 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -84440.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -84442.617188 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -84442.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -84446.531250 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -84446.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -84446.531250 Penalty: 2235.456055
	Iteration 11F: 3 clusters Score -84446.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 24469 members 
Mstep: Class 5 contains 23990 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 121 members 
Mstep: Class 8 contains 6068 members 
Mstep: Class 9 contains 1251 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 15642 members 
Mstep: Class 16 contains 19783 members 
Mstep: Class 17 contains 8630 members 
Mstep: Class 18 contains 18303 members 
Mstep: Class 19 contains 4682 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 5799 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9722 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 121496 members 
Mstep: Class 26 contains 5824 members 
Mstep: Class 27 contains 106723 members 
Mstep: Class 28 contains 3451 members 
Mstep: Class 29 contains 850 members 
Entering Unmasked Estep 
Score: -44821516.000000 Penalty: 61656.300781
Splitting cluster 7 changes total score from -44822408.000000 to -44821516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -576932.625000 Penalty: 1415.502441
	Iteration 0F: 2 clusters Score -576932.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -572296.000000 Penalty: 2831.004883
	Iteration 0F: 3 clusters Score -572296 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -573709.562500 Penalty: 2831.004883
	Iteration 1F: 3 clusters Score -573709.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -573998.687500 Penalty: 2831.004883
	Iteration 2F: 3 clusters Score -573998.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -574280.562500 Penalty: 2831.004883
	Iteration 3F: 3 clusters Score -574280.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -574523.875000 Penalty: 2831.004883
	Iteration 4F: 3 clusters Score -574523.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -574734.187500 Penalty: 2831.004883
	Iteration 5F: 3 clusters Score -574734.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -574913.125000 Penalty: 2831.004883
	Iteration 6Q: 3 clusters Score -574913.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -575089.312500 Penalty: 2831.004883
	Iteration 7Q: 3 clusters Score -575089.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -575254.062500 Penalty: 2831.004883
	Iteration 8Q: 3 clusters Score -575254.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -575395.625000 Penalty: 2831.004883
	Iteration 9Q: 3 clusters Score -575395.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -575499.937500 Penalty: 2831.004883
	Iteration 10Q: 3 clusters Score -575499.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -575587.687500 Penalty: 2831.004883
	Iteration 11Q: 3 clusters Score -575587.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -575653.500000 Penalty: 2831.004883
	Iteration 12Q: 3 clusters Score -575653.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -575698.750000 Penalty: 2831.004883
	Iteration 13Q: 3 clusters Score -575698.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -575742.375000 Penalty: 2831.004883
	Iteration 14Q: 3 clusters Score -575742.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -575780.250000 Penalty: 2831.004883
	Iteration 15Q: 3 clusters Score -575780.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -575801.187500 Penalty: 2831.004883
	Iteration 16Q: 3 clusters Score -575801.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -575819.812500 Penalty: 2831.004883
	Iteration 17Q: 3 clusters Score -575819.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -575831.562500 Penalty: 2831.004883
	Iteration 18Q: 3 clusters Score -575831.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -575838.250000 Penalty: 2831.004883
	Iteration 19Q: 3 clusters Score -575838.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -575843.187500 Penalty: 2831.004883
	Iteration 20F: 3 clusters Score -575843.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -575844.437500 Penalty: 2831.004883
	Iteration 21Q: 3 clusters Score -575844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -575844.312500 Penalty: 2831.004883
	Iteration 22Q: 3 clusters Score -575844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -575844.937500 Penalty: 2831.004883
	Iteration 23Q: 3 clusters Score -575844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -575846.562500 Penalty: 2831.004883
	Iteration 24Q: 3 clusters Score -575846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -575846.875000 Penalty: 2831.004883
	Iteration 25Q: 3 clusters Score -575846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -575848.500000 Penalty: 2831.004883
	Iteration 26Q: 3 clusters Score -575848.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -575849.437500 Penalty: 2831.004883
	Iteration 27Q: 3 clusters Score -575849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -575850.375000 Penalty: 2831.004883
	Iteration 28Q: 3 clusters Score -575850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -575850.500000 Penalty: 2831.004883
	Iteration 29Q: 3 clusters Score -575850.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -575851.312500 Penalty: 2831.004883
	Iteration 30Q: 3 clusters Score -575851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -575851.125000 Penalty: 2831.004883
	Iteration 31Q: 3 clusters Score -575851.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -575851.562500 Penalty: 2831.004883
	Iteration 32Q: 3 clusters Score -575851.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -575851.562500 Penalty: 2831.004883
	Iteration 33F: 3 clusters Score -575851.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Entering Unmasked Estep 
Score: -106361.906250 Penalty: 1158.901001
	Iteration 0F: 2 clusters Score -106361.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -104721.718750 Penalty: 2317.802002
	Iteration 0F: 3 clusters Score -104721.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -105054.562500 Penalty: 2317.802002
	Iteration 1F: 3 clusters Score -105054.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -105139.671875 Penalty: 2317.802002
	Iteration 2F: 3 clusters Score -105139.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -105197.539062 Penalty: 2317.802002
	Iteration 3Q: 3 clusters Score -105197.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -105240.398438 Penalty: 2317.802002
	Iteration 4Q: 3 clusters Score -105240.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -105281.750000 Penalty: 2317.802002
	Iteration 5Q: 3 clusters Score -105281.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -105309.664062 Penalty: 2317.802002
	Iteration 6Q: 3 clusters Score -105309.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -105330.054688 Penalty: 2317.802002
	Iteration 7Q: 3 clusters Score -105330.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -105344.554688 Penalty: 2317.802002
	Iteration 8Q: 3 clusters Score -105344.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -105364.320312 Penalty: 2317.802002
	Iteration 9Q: 3 clusters Score -105364.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -105387.039062 Penalty: 2317.802002
	Iteration 10Q: 3 clusters Score -105387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105399.992188 Penalty: 2317.802002
	Iteration 11Q: 3 clusters Score -105400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -105406.054688 Penalty: 2317.802002
	Iteration 12Q: 3 clusters Score -105406.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105411.546875 Penalty: 2317.802002
	Iteration 13Q: 3 clusters Score -105411.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105418.125000 Penalty: 2317.802002
	Iteration 14Q: 3 clusters Score -105418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -105419.703125 Penalty: 2317.802002
	Iteration 15Q: 3 clusters Score -105419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -105420.195312 Penalty: 2317.802002
	Iteration 16Q: 3 clusters Score -105420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105421.093750 Penalty: 2317.802002
	Iteration 17Q: 3 clusters Score -105421.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105421.093750 Penalty: 2317.802002
	Iteration 18F: 3 clusters Score -105421.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -55839.187500 Penalty: 1040.580811
	Iteration 0F: 2 clusters Score -55839.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54670.242188 Penalty: 2081.161621
	Iteration 0F: 3 clusters Score -54670.24 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54849.226562 Penalty: 2081.161621
	Iteration 1F: 3 clusters Score -54849.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54901.351562 Penalty: 2081.161621
	Iteration 2F: 3 clusters Score -54901.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54930.277344 Penalty: 2081.161621
	Iteration 3Q: 3 clusters Score -54930.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54945.269531 Penalty: 2081.161621
	Iteration 4Q: 3 clusters Score -54945.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54953.144531 Penalty: 2081.161621
	Iteration 5Q: 3 clusters Score -54953.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54962.750000 Penalty: 2081.161621
	Iteration 6Q: 3 clusters Score -54962.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54966.800781 Penalty: 2081.161621
	Iteration 7Q: 3 clusters Score -54966.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54971.492188 Penalty: 2081.161621
	Iteration 8Q: 3 clusters Score -54971.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54973.019531 Penalty: 2081.161621
	Iteration 9Q: 3 clusters Score -54973.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54973.019531 Penalty: 2081.161621
	Iteration 10F: 3 clusters Score -54973.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Entering Unmasked Estep 
Score: -472727.781250 Penalty: 1378.960083
	Iteration 0F: 2 clusters Score -472727.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -468882.937500 Penalty: 2757.920166
	Iteration 0F: 3 clusters Score -468882.9 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -469892.906250 Penalty: 2757.920166
	Iteration 1F: 3 clusters Score -469892.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -470031.562500 Penalty: 2757.920166
	Iteration 2F: 3 clusters Score -470031.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -470133.406250 Penalty: 2757.920166
	Iteration 3Q: 3 clusters Score -470133.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -470225.656250 Penalty: 2757.920166
	Iteration 4Q: 3 clusters Score -470225.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -470326.125000 Penalty: 2757.920166
	Iteration 5Q: 3 clusters Score -470326.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -470435.312500 Penalty: 2757.920166
	Iteration 6Q: 3 clusters Score -470435.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -470549.093750 Penalty: 2757.920166
	Iteration 7Q: 3 clusters Score -470549.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -470685.593750 Penalty: 2757.920166
	Iteration 8Q: 3 clusters Score -470685.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -470839.312500 Penalty: 2757.920166
	Iteration 9Q: 3 clusters Score -470839.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -470987.281250 Penalty: 2757.920166
	Iteration 10Q: 3 clusters Score -470987.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -471103.718750 Penalty: 2757.920166
	Iteration 11Q: 3 clusters Score -471103.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -471219.375000 Penalty: 2757.920166
	Iteration 12Q: 3 clusters Score -471219.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -471312.156250 Penalty: 2757.920166
	Iteration 13Q: 3 clusters Score -471312.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -471377.593750 Penalty: 2757.920166
	Iteration 14Q: 3 clusters Score -471377.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -471415.718750 Penalty: 2757.920166
	Iteration 15Q: 3 clusters Score -471415.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -471443.156250 Penalty: 2757.920166
	Iteration 16Q: 3 clusters Score -471443.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -471465.500000 Penalty: 2757.920166
	Iteration 17Q: 3 clusters Score -471465.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -471478.250000 Penalty: 2757.920166
	Iteration 18Q: 3 clusters Score -471478.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -471484.562500 Penalty: 2757.920166
	Iteration 19Q: 3 clusters Score -471484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -471485.718750 Penalty: 2757.920166
	Iteration 20F: 3 clusters Score -471485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -471488.406250 Penalty: 2757.920166
	Iteration 21Q: 3 clusters Score -471488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -471489.656250 Penalty: 2757.920166
	Iteration 22Q: 3 clusters Score -471489.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -471489.656250 Penalty: 2757.920166
	Iteration 23F: 3 clusters Score -471489.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -155388.906250 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -155388.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -153493.187500 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -153493.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -153901.312500 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -153901.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -153983.593750 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -153983.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -154018.937500 Penalty: 2410.713623
	Iteration 3Q: 3 clusters Score -154018.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -154040.390625 Penalty: 2410.713623
	Iteration 4Q: 3 clusters Score -154040.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -154065.796875 Penalty: 2410.713623
	Iteration 5Q: 3 clusters Score -154065.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -154087.906250 Penalty: 2410.713623
	Iteration 6Q: 3 clusters Score -154087.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -154102.140625 Penalty: 2410.713623
	Iteration 7Q: 3 clusters Score -154102.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -154115.296875 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -154115.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -154123.640625 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -154123.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -154131.109375 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -154131.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -154139.453125 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -154139.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -154144.734375 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -154144.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -154148.750000 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -154148.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -154151.718750 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -154151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -154153.328125 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -154153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -154156.031250 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -154156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -154158.781250 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -154158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -154160.093750 Penalty: 2410.713623
	Iteration 18Q: 3 clusters Score -154160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -154161.687500 Penalty: 2410.713623
	Iteration 19Q: 3 clusters Score -154161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -154161.687500 Penalty: 2410.713623
	Iteration 20F: 3 clusters Score -154161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -154162.562500 Penalty: 2410.713623
	Iteration 21Q: 3 clusters Score -154162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -154162.625000 Penalty: 2410.713623
	Iteration 22Q: 3 clusters Score -154162.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -154162.625000 Penalty: 2410.713623
	Iteration 23F: 3 clusters Score -154162.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -276563.437500 Penalty: 1296.029175
	Iteration 0F: 2 clusters Score -276563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -273932.437500 Penalty: 2592.058350
	Iteration 0F: 3 clusters Score -273932.4 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -274633.031250 Penalty: 2592.058350
	Iteration 1F: 3 clusters Score -274633 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -274891.093750 Penalty: 2592.058350
	Iteration 2F: 3 clusters Score -274891.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -275209.718750 Penalty: 2592.058350
	Iteration 3F: 3 clusters Score -275209.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -275565.062500 Penalty: 2592.058350
	Iteration 4F: 3 clusters Score -275565.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -275867.093750 Penalty: 2592.058350
	Iteration 5F: 3 clusters Score -275867.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -276031.468750 Penalty: 2592.058350
	Iteration 6F: 3 clusters Score -276031.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -276148.250000 Penalty: 2592.058350
	Iteration 7Q: 3 clusters Score -276148.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -276223.750000 Penalty: 2592.058350
	Iteration 8Q: 3 clusters Score -276223.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -276279.750000 Penalty: 2592.058350
	Iteration 9Q: 3 clusters Score -276279.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -276306.937500 Penalty: 2592.058350
	Iteration 10Q: 3 clusters Score -276306.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -276320.312500 Penalty: 2592.058350
	Iteration 11Q: 3 clusters Score -276320.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -276330.562500 Penalty: 2592.058350
	Iteration 12Q: 3 clusters Score -276330.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -276334.625000 Penalty: 2592.058350
	Iteration 13Q: 3 clusters Score -276334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -276335.375000 Penalty: 2592.058350
	Iteration 14Q: 3 clusters Score -276335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -276335.562500 Penalty: 2592.058350
	Iteration 15Q: 3 clusters Score -276335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -276336.031250 Penalty: 2592.058350
	Iteration 16Q: 3 clusters Score -276336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -276336.281250 Penalty: 2592.058350
	Iteration 17Q: 3 clusters Score -276336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -276337.812500 Penalty: 2592.058350
	Iteration 18Q: 3 clusters Score -276337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -276337.812500 Penalty: 2592.058350
	Iteration 19F: 3 clusters Score -276337.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -426708.062500 Penalty: 1379.729614
	Iteration 0F: 2 clusters Score -426708.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -422832.375000 Penalty: 2759.459229
	Iteration 0F: 3 clusters Score -422832.4 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -424119.125000 Penalty: 2759.459229
	Iteration 1F: 3 clusters Score -424119.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -424653.625000 Penalty: 2759.459229
	Iteration 2F: 3 clusters Score -424653.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -425497.093750 Penalty: 2759.459229
	Iteration 3F: 3 clusters Score -425497.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -426282.187500 Penalty: 2759.459229
	Iteration 4F: 3 clusters Score -426282.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -426810.312500 Penalty: 2759.459229
	Iteration 5F: 3 clusters Score -426810.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -427299.531250 Penalty: 2759.459229
	Iteration 6F: 3 clusters Score -427299.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -427543.937500 Penalty: 2759.459229
	Iteration 7Q: 3 clusters Score -427543.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -427688.187500 Penalty: 2759.459229
	Iteration 8Q: 3 clusters Score -427688.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -427758.968750 Penalty: 2759.459229
	Iteration 9Q: 3 clusters Score -427759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -427793.156250 Penalty: 2759.459229
	Iteration 10Q: 3 clusters Score -427793.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -427810.687500 Penalty: 2759.459229
	Iteration 11Q: 3 clusters Score -427810.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -427821.218750 Penalty: 2759.459229
	Iteration 12Q: 3 clusters Score -427821.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -427830.250000 Penalty: 2759.459229
	Iteration 13Q: 3 clusters Score -427830.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -427837.000000 Penalty: 2759.459229
	Iteration 14Q: 3 clusters Score -427837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -427842.500000 Penalty: 2759.459229
	Iteration 15Q: 3 clusters Score -427842.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -427844.187500 Penalty: 2759.459229
	Iteration 16Q: 3 clusters Score -427844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -427847.437500 Penalty: 2759.459229
	Iteration 17Q: 3 clusters Score -427847.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -427849.437500 Penalty: 2759.459229
	Iteration 18Q: 3 clusters Score -427849.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -427852.093750 Penalty: 2759.459229
	Iteration 19Q: 3 clusters Score -427852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -427851.312500 Penalty: 2759.459229
	Iteration 20F: 3 clusters Score -427851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -427852.968750 Penalty: 2759.459229
	Iteration 21Q: 3 clusters Score -427853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -427853.093750 Penalty: 2759.459229
	Iteration 22Q: 3 clusters Score -427853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -427853.375000 Penalty: 2759.459229
	Iteration 23Q: 3 clusters Score -427853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -427853.750000 Penalty: 2759.459229
	Iteration 24Q: 3 clusters Score -427853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -427854.406250 Penalty: 2759.459229
	Iteration 25Q: 3 clusters Score -427854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -427854.187500 Penalty: 2759.459229
	Iteration 26Q: 3 clusters Score -427854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -427854.812500 Penalty: 2759.459229
	Iteration 27Q: 3 clusters Score -427854.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -427854.812500 Penalty: 2759.459229
	Iteration 28F: 3 clusters Score -427854.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 24469 members 
Mstep: Class 5 contains 23990 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 6068 members 
Mstep: Class 9 contains 1251 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 1928 members 
Mstep: Class 15 contains 15642 members 
Mstep: Class 16 contains 19783 members 
Mstep: Class 17 contains 8630 members 
Mstep: Class 18 contains 18303 members 
Mstep: Class 19 contains 4682 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 5799 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9722 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 121496 members 
Mstep: Class 26 contains 5824 members 
Mstep: Class 27 contains 106723 members 
Mstep: Class 28 contains 3451 members 
Mstep: Class 29 contains 2941 members 
Entering Unmasked Estep 
Score: -44822812.000000 Penalty: 61656.300781
Splitting cluster 14 changes total score from -44822408.000000 to -44822812.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (15642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Entering Unmasked Estep 
Score: -1504226.375000 Penalty: 1569.378662
	Iteration 0F: 2 clusters Score -1504226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1493443.125000 Penalty: 3138.757324
	Iteration 0F: 3 clusters Score -1493443 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1497196.625000 Penalty: 3138.757324
	Iteration 1F: 3 clusters Score -1497197 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1497539.500000 Penalty: 3138.757324
	Iteration 2F: 3 clusters Score -1497540 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1497865.625000 Penalty: 3138.757324
	Iteration 3Q: 3 clusters Score -1497866 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1498206.375000 Penalty: 3138.757324
	Iteration 4Q: 3 clusters Score -1498206 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1498601.250000 Penalty: 3138.757324
	Iteration 5Q: 3 clusters Score -1498601 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1499035.875000 Penalty: 3138.757324
	Iteration 6Q: 3 clusters Score -1499036 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1499554.375000 Penalty: 3138.757324
	Iteration 7F: 3 clusters Score -1499554 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1500098.500000 Penalty: 3138.757324
	Iteration 8Q: 3 clusters Score -1500098 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1500651.875000 Penalty: 3138.757324
	Iteration 9Q: 3 clusters Score -1500652 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1501170.000000 Penalty: 3138.757324
	Iteration 10Q: 3 clusters Score -1501170 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1501592.875000 Penalty: 3138.757324
	Iteration 11Q: 3 clusters Score -1501593 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1501916.750000 Penalty: 3138.757324
	Iteration 12Q: 3 clusters Score -1501917 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1502149.625000 Penalty: 3138.757324
	Iteration 13Q: 3 clusters Score -1502150 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1502336.000000 Penalty: 3138.757324
	Iteration 14Q: 3 clusters Score -1502336 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1502473.625000 Penalty: 3138.757324
	Iteration 15Q: 3 clusters Score -1502474 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1502588.625000 Penalty: 3138.757324
	Iteration 16Q: 3 clusters Score -1502589 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1502686.625000 Penalty: 3138.757324
	Iteration 17Q: 3 clusters Score -1502687 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1502770.375000 Penalty: 3138.757324
	Iteration 18Q: 3 clusters Score -1502770 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1502851.125000 Penalty: 3138.757324
	Iteration 19Q: 3 clusters Score -1502851 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1502921.125000 Penalty: 3138.757324
	Iteration 20F: 3 clusters Score -1502921 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1502978.000000 Penalty: 3138.757324
	Iteration 21Q: 3 clusters Score -1502978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1503046.375000 Penalty: 3138.757324
	Iteration 22Q: 3 clusters Score -1503046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1503117.000000 Penalty: 3138.757324
	Iteration 23Q: 3 clusters Score -1503117 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1503176.375000 Penalty: 3138.757324
	Iteration 24Q: 3 clusters Score -1503176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1503215.375000 Penalty: 3138.757324
	Iteration 25Q: 3 clusters Score -1503215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1503233.500000 Penalty: 3138.757324
	Iteration 26Q: 3 clusters Score -1503234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1503245.875000 Penalty: 3138.757324
	Iteration 27Q: 3 clusters Score -1503246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1503251.250000 Penalty: 3138.757324
	Iteration 28Q: 3 clusters Score -1503251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1503257.000000 Penalty: 3138.757324
	Iteration 29Q: 3 clusters Score -1503257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1503265.500000 Penalty: 3138.757324
	Iteration 30Q: 3 clusters Score -1503266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1503267.000000 Penalty: 3138.757324
	Iteration 31Q: 3 clusters Score -1503267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1503276.250000 Penalty: 3138.757324
	Iteration 32Q: 3 clusters Score -1503276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1503285.875000 Penalty: 3138.757324
	Iteration 33Q: 3 clusters Score -1503286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1503293.125000 Penalty: 3138.757324
	Iteration 34Q: 3 clusters Score -1503293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1503301.000000 Penalty: 3138.757324
	Iteration 35Q: 3 clusters Score -1503301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1503303.750000 Penalty: 3138.757324
	Iteration 36Q: 3 clusters Score -1503304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1503312.375000 Penalty: 3138.757324
	Iteration 37Q: 3 clusters Score -1503312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1503317.125000 Penalty: 3138.757324
	Iteration 38Q: 3 clusters Score -1503317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1503318.125000 Penalty: 3138.757324
	Iteration 39Q: 3 clusters Score -1503318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1503320.250000 Penalty: 3138.757324
	Iteration 40F: 3 clusters Score -1503320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Entering Unmasked Estep 
Score: -1913856.250000 Penalty: 1607.543945
	Iteration 0F: 2 clusters Score -1913856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1900365.000000 Penalty: 3215.087891
	Iteration 0F: 3 clusters Score -1900365 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1905139.250000 Penalty: 3215.087891
	Iteration 1F: 3 clusters Score -1905139 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1905452.750000 Penalty: 3215.087891
	Iteration 2Q: 3 clusters Score -1905453 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1905768.750000 Penalty: 3215.087891
	Iteration 3Q: 3 clusters Score -1905769 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1906094.250000 Penalty: 3215.087891
	Iteration 4Q: 3 clusters Score -1906094 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1906446.625000 Penalty: 3215.087891
	Iteration 5Q: 3 clusters Score -1906447 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1906890.125000 Penalty: 3215.087891
	Iteration 6Q: 3 clusters Score -1906890 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1907431.000000 Penalty: 3215.087891
	Iteration 7Q: 3 clusters Score -1907431 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1908068.625000 Penalty: 3215.087891
	Iteration 8Q: 3 clusters Score -1908069 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1908749.750000 Penalty: 3215.087891
	Iteration 9F: 3 clusters Score -1908750 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1909322.750000 Penalty: 3215.087891
	Iteration 10Q: 3 clusters Score -1909323 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1909664.000000 Penalty: 3215.087891
	Iteration 11Q: 3 clusters Score -1909664 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1909828.625000 Penalty: 3215.087891
	Iteration 12Q: 3 clusters Score -1909829 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1909907.750000 Penalty: 3215.087891
	Iteration 13Q: 3 clusters Score -1909908 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1909969.625000 Penalty: 3215.087891
	Iteration 14Q: 3 clusters Score -1909970 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1910008.750000 Penalty: 3215.087891
	Iteration 15Q: 3 clusters Score -1910009 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1910050.875000 Penalty: 3215.087891
	Iteration 16Q: 3 clusters Score -1910051 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1910077.750000 Penalty: 3215.087891
	Iteration 17Q: 3 clusters Score -1910078 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1910107.375000 Penalty: 3215.087891
	Iteration 18Q: 3 clusters Score -1910107 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1910131.625000 Penalty: 3215.087891
	Iteration 19Q: 3 clusters Score -1910132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1910152.875000 Penalty: 3215.087891
	Iteration 20F: 3 clusters Score -1910153 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1910173.500000 Penalty: 3215.087891
	Iteration 21Q: 3 clusters Score -1910174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1910178.000000 Penalty: 3215.087891
	Iteration 22Q: 3 clusters Score -1910178 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1910192.125000 Penalty: 3215.087891
	Iteration 23Q: 3 clusters Score -1910192 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1910202.125000 Penalty: 3215.087891
	Iteration 24Q: 3 clusters Score -1910202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1910214.125000 Penalty: 3215.087891
	Iteration 25Q: 3 clusters Score -1910214 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1910222.000000 Penalty: 3215.087891
	Iteration 26Q: 3 clusters Score -1910222 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1910231.250000 Penalty: 3215.087891
	Iteration 27Q: 3 clusters Score -1910231 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1910252.000000 Penalty: 3215.087891
	Iteration 28Q: 3 clusters Score -1910252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1910264.625000 Penalty: 3215.087891
	Iteration 29Q: 3 clusters Score -1910265 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1910266.000000 Penalty: 3215.087891
	Iteration 30Q: 3 clusters Score -1910266 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1910283.875000 Penalty: 3215.087891
	Iteration 31Q: 3 clusters Score -1910284 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1910300.750000 Penalty: 3215.087891
	Iteration 32Q: 3 clusters Score -1910301 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1910319.500000 Penalty: 3215.087891
	Iteration 33Q: 3 clusters Score -1910320 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1910331.250000 Penalty: 3215.087891
	Iteration 34Q: 3 clusters Score -1910331 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1910347.250000 Penalty: 3215.087891
	Iteration 35Q: 3 clusters Score -1910347 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1910355.000000 Penalty: 3215.087891
	Iteration 36Q: 3 clusters Score -1910355 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1910370.125000 Penalty: 3215.087891
	Iteration 37Q: 3 clusters Score -1910370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1910392.375000 Penalty: 3215.087891
	Iteration 38Q: 3 clusters Score -1910392 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1910401.125000 Penalty: 3215.087891
	Iteration 39Q: 3 clusters Score -1910401 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1910413.500000 Penalty: 3215.087891
	Iteration 40F: 3 clusters Score -1910414 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1910429.875000 Penalty: 3215.087891
	Iteration 41Q: 3 clusters Score -1910430 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1910444.625000 Penalty: 3215.087891
	Iteration 42Q: 3 clusters Score -1910445 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1910467.875000 Penalty: 3215.087891
	Iteration 43Q: 3 clusters Score -1910468 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1910503.375000 Penalty: 3215.087891
	Iteration 44Q: 3 clusters Score -1910503 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1910505.375000 Penalty: 3215.087891
	Iteration 45Q: 3 clusters Score -1910505 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1910522.875000 Penalty: 3215.087891
	Iteration 46Q: 3 clusters Score -1910523 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1910533.375000 Penalty: 3215.087891
	Iteration 47Q: 3 clusters Score -1910533 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1910546.500000 Penalty: 3215.087891
	Iteration 48Q: 3 clusters Score -1910546 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1910570.625000 Penalty: 3215.087891
	Iteration 49Q: 3 clusters Score -1910571 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1910587.125000 Penalty: 3215.087891
	Iteration 50Q: 3 clusters Score -1910587 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1910612.750000 Penalty: 3215.087891
	Iteration 51Q: 3 clusters Score -1910613 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1910649.500000 Penalty: 3215.087891
	Iteration 52Q: 3 clusters Score -1910650 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1910663.375000 Penalty: 3215.087891
	Iteration 53Q: 3 clusters Score -1910663 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1910692.875000 Penalty: 3215.087891
	Iteration 54Q: 3 clusters Score -1910693 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1910716.000000 Penalty: 3215.087891
	Iteration 55Q: 3 clusters Score -1910716 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 13841 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 13987 members 
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Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1910809 nChanged 151
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Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 14271 members 
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Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1910871 nChanged 163
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Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1910913 nChanged 174
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Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 14727 members 
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	Iteration 62Q: 3 clusters Score -1910966 nChanged 198
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Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 14919 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1911088 nChanged 190
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Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1911144.500000 Penalty: 3215.087891
	Iteration 65Q: 3 clusters Score -1911144 nChanged 185
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Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1911300 nChanged 227
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Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1911398 nChanged 221
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Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1911495 nChanged 220
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Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1911670 nChanged 166
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Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1911739 nChanged 166
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Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1911810 nChanged 147
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Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1911861 nChanged 133
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Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1911909 nChanged 131
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Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1911967 nChanged 117
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Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 17299 members 
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	Iteration 77Q: 3 clusters Score -1912022 nChanged 111
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Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17406 members 
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	Iteration 78Q: 3 clusters Score -1912078 nChanged 100
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Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 17504 members 
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	Iteration 79Q: 3 clusters Score -1912113 nChanged 93
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Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17595 members 
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	Iteration 80F: 3 clusters Score -1912144 nChanged 94
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Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17681 members 
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	Iteration 81Q: 3 clusters Score -1912173 nChanged 62
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Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 17737 members 
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	Iteration 82Q: 3 clusters Score -1912190 nChanged 52
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Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 17787 members 
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	Iteration 83Q: 3 clusters Score -1912211 nChanged 49
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Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 17834 members 
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Score: -1912220.125000 Penalty: 3215.087891
	Iteration 84Q: 3 clusters Score -1912220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 17877 members 
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	Iteration 85Q: 3 clusters Score -1912226 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17909 members 
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	Iteration 86Q: 3 clusters Score -1912240 nChanged 32
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Mstep: Class 1 contains 1842 members 
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	Iteration 87Q: 3 clusters Score -1912241 nChanged 26
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Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 17965 members 
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	Iteration 88Q: 3 clusters Score -1912246 nChanged 23
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Mstep: Class 1 contains 1795 members 
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	Iteration 89Q: 3 clusters Score -1912251 nChanged 26
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Mstep: Class 1 contains 1769 members 
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	Iteration 90Q: 3 clusters Score -1912262 nChanged 24
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Mstep: Class 1 contains 1745 members 
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	Iteration 91Q: 3 clusters Score -1912265 nChanged 15
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Mstep: Class 1 contains 1730 members 
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	Iteration 92Q: 3 clusters Score -1912270 nChanged 14
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Mstep: Class 1 contains 1716 members 
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	Iteration 93Q: 3 clusters Score -1912275 nChanged 14
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Mstep: Class 1 contains 1702 members 
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	Iteration 94Q: 3 clusters Score -1912275 nChanged 20
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Mstep: Class 1 contains 1682 members 
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	Iteration 95Q: 3 clusters Score -1912279 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1912286 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1912288 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1912289 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 18165 members 
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	Iteration 99Q: 3 clusters Score -1912291 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1912292.750000 Penalty: 3215.087891
	Iteration 100F: 3 clusters Score -1912293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18180 members 
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	Iteration 101Q: 3 clusters Score -1912293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1912291 nChanged 12
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Mstep: Class 1 contains 1581 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1912294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1912298 nChanged 14
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Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1912303.500000 Penalty: 3215.087891
	Iteration 105Q: 3 clusters Score -1912304 nChanged 17
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Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18243 members 
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	Iteration 106Q: 3 clusters Score -1912306 nChanged 23
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Mstep: Class 1 contains 1517 members 
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	Iteration 107Q: 3 clusters Score -1912317 nChanged 24
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Mstep: Class 1 contains 1493 members 
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Score: -1912324.500000 Penalty: 3215.087891
	Iteration 108Q: 3 clusters Score -1912324 nChanged 21
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Mstep: Class 1 contains 1472 members 
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	Iteration 109Q: 3 clusters Score -1912330 nChanged 26
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	Iteration 110Q: 3 clusters Score -1912337 nChanged 23
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Mstep: Class 1 contains 1423 members 
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	Iteration 111Q: 3 clusters Score -1912342 nChanged 17
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Mstep: Class 1 contains 1406 members 
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	Iteration 112Q: 3 clusters Score -1912348 nChanged 18
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Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18395 members 
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	Iteration 113Q: 3 clusters Score -1912350 nChanged 19
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Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18414 members 
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	Iteration 114Q: 3 clusters Score -1912354 nChanged 15
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Mstep: Class 1 contains 1354 members 
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	Iteration 115Q: 3 clusters Score -1912358 nChanged 26
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Mstep: Class 1 contains 1328 members 
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	Iteration 116Q: 3 clusters Score -1912365 nChanged 21
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Mstep: Class 1 contains 1311 members 
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	Iteration 117Q: 3 clusters Score -1912371 nChanged 22
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Mstep: Class 1 contains 1293 members 
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	Iteration 118Q: 3 clusters Score -1912373 nChanged 15
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Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1912376.500000 Penalty: 3215.087891
	Iteration 119Q: 3 clusters Score -1912376 nChanged 15
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Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18520 members 
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Score: -1912375.125000 Penalty: 3215.087891
	Iteration 120F: 3 clusters Score -1912375 nChanged 15
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Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18535 members 
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Score: -1912384.000000 Penalty: 3215.087891
	Iteration 121Q: 3 clusters Score -1912384 nChanged 26
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Mstep: Class 1 contains 1222 members 
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	Iteration 122Q: 3 clusters Score -1912395 nChanged 22
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Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18583 members 
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Score: -1912404.500000 Penalty: 3215.087891
	Iteration 123Q: 3 clusters Score -1912404 nChanged 16
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Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18599 members 
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Score: -1912406.500000 Penalty: 3215.087891
	Iteration 124Q: 3 clusters Score -1912406 nChanged 12
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Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18609 members 
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	Iteration 125Q: 3 clusters Score -1912407 nChanged 8
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Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18617 members 
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Score: -1912410.625000 Penalty: 3215.087891
	Iteration 126Q: 3 clusters Score -1912411 nChanged 6
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Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18623 members 
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	Iteration 127Q: 3 clusters Score -1912411 nChanged 6
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Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18629 members 
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Score: -1912414.000000 Penalty: 3215.087891
	Iteration 128Q: 3 clusters Score -1912414 nChanged 7
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Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18636 members 
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Score: -1912415.500000 Penalty: 3215.087891
	Iteration 129Q: 3 clusters Score -1912416 nChanged 8
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Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18642 members 
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	Iteration 130Q: 3 clusters Score -1912417 nChanged 10
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Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1912418.750000 Penalty: 3215.087891
	Iteration 131Q: 3 clusters Score -1912419 nChanged 10
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Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -1912422.500000 Penalty: 3215.087891
	Iteration 132Q: 3 clusters Score -1912422 nChanged 5
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	Iteration 133Q: 3 clusters Score -1912420 nChanged 7
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Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18674 members 
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Score: -1912425.125000 Penalty: 3215.087891
	Iteration 134Q: 3 clusters Score -1912425 nChanged 8
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Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1912428.000000 Penalty: 3215.087891
	Iteration 135Q: 3 clusters Score -1912428 nChanged 14
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Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1912432.125000 Penalty: 3215.087891
	Iteration 136Q: 3 clusters Score -1912432 nChanged 11
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	Iteration 137Q: 3 clusters Score -1912433 nChanged 10
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Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1912441.125000 Penalty: 3215.087891
	Iteration 138Q: 3 clusters Score -1912441 nChanged 9
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Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1912439.875000 Penalty: 3215.087891
	Iteration 139Q: 3 clusters Score -1912440 nChanged 6
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Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1912442.000000 Penalty: 3215.087891
	Iteration 140F: 3 clusters Score -1912442 nChanged 4
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Entering Unmasked Estep 
Score: -1912443.500000 Penalty: 3215.087891
	Iteration 141Q: 3 clusters Score -1912444 nChanged 4
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Mstep: Class 2 contains 18738 members 
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Score: -1912447.000000 Penalty: 3215.087891
	Iteration 142Q: 3 clusters Score -1912447 nChanged 2
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	Iteration 143Q: 3 clusters Score -1912445 nChanged 3
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	Iteration 144Q: 3 clusters Score -1912446 nChanged 3
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	Iteration 145Q: 3 clusters Score -1912448 nChanged 1
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	Iteration 146Q: 3 clusters Score -1912448 nChanged 1
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Mstep: Class 2 contains 18748 members 
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	Iteration 147Q: 3 clusters Score -1912447 nChanged 2
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Mstep: Class 2 contains 18750 members 
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	Iteration 148Q: 3 clusters Score -1912445 nChanged 2
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	Iteration 149Q: 3 clusters Score -1912446 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -1912446.750000 Penalty: 3215.087891
	Iteration 150Q: 3 clusters Score -1912447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1912446.875000 Penalty: 3215.087891
	Iteration 151Q: 3 clusters Score -1912447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1912446.750000 Penalty: 3215.087891
	Iteration 152Q: 3 clusters Score -1912447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -1912451.375000 Penalty: 3215.087891
	Iteration 153Q: 3 clusters Score -1912451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1912450.250000 Penalty: 3215.087891
	Iteration 154Q: 3 clusters Score -1912450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1912452.250000 Penalty: 3215.087891
	Iteration 155Q: 3 clusters Score -1912452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1912451.500000 Penalty: 3215.087891
	Iteration 156Q: 3 clusters Score -1912452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -1912454.250000 Penalty: 3215.087891
	Iteration 157Q: 3 clusters Score -1912454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -1912457.875000 Penalty: 3215.087891
	Iteration 158Q: 3 clusters Score -1912458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1912455.250000 Penalty: 3215.087891
	Iteration 159Q: 3 clusters Score -1912455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -1912456.125000 Penalty: 3215.087891
	Iteration 160F: 3 clusters Score -1912456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -1912459.375000 Penalty: 3215.087891
	Iteration 161Q: 3 clusters Score -1912459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -1912459.750000 Penalty: 3215.087891
	Iteration 162Q: 3 clusters Score -1912460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -1912459.750000 Penalty: 3215.087891
	Iteration 163F: 3 clusters Score -1912460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Entering Unmasked Estep 
Score: -838418.875000 Penalty: 1472.737427
	Iteration 0F: 2 clusters Score -838418.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -832122.625000 Penalty: 2945.474854
	Iteration 0F: 3 clusters Score -832122.6 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -834027.312500 Penalty: 2945.474854
	Iteration 1F: 3 clusters Score -834027.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -834230.937500 Penalty: 2945.474854
	Iteration 2F: 3 clusters Score -834230.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -834406.687500 Penalty: 2945.474854
	Iteration 3Q: 3 clusters Score -834406.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -834548.812500 Penalty: 2945.474854
	Iteration 4Q: 3 clusters Score -834548.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -834705.000000 Penalty: 2945.474854
	Iteration 5Q: 3 clusters Score -834705 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -834897.000000 Penalty: 2945.474854
	Iteration 6Q: 3 clusters Score -834897 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -835114.375000 Penalty: 2945.474854
	Iteration 7Q: 3 clusters Score -835114.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -835398.562500 Penalty: 2945.474854
	Iteration 8F: 3 clusters Score -835398.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -835759.875000 Penalty: 2945.474854
	Iteration 9F: 3 clusters Score -835759.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -836135.812500 Penalty: 2945.474854
	Iteration 10F: 3 clusters Score -836135.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -836447.187500 Penalty: 2945.474854
	Iteration 11Q: 3 clusters Score -836447.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -836658.750000 Penalty: 2945.474854
	Iteration 12Q: 3 clusters Score -836658.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -836808.312500 Penalty: 2945.474854
	Iteration 13Q: 3 clusters Score -836808.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -836911.312500 Penalty: 2945.474854
	Iteration 14Q: 3 clusters Score -836911.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -836976.562500 Penalty: 2945.474854
	Iteration 15Q: 3 clusters Score -836976.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -837027.687500 Penalty: 2945.474854
	Iteration 16Q: 3 clusters Score -837027.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -837076.312500 Penalty: 2945.474854
	Iteration 17Q: 3 clusters Score -837076.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -837098.750000 Penalty: 2945.474854
	Iteration 18Q: 3 clusters Score -837098.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -837113.375000 Penalty: 2945.474854
	Iteration 19Q: 3 clusters Score -837113.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -837122.937500 Penalty: 2945.474854
	Iteration 20F: 3 clusters Score -837122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -837130.812500 Penalty: 2945.474854
	Iteration 21Q: 3 clusters Score -837130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -837132.687500 Penalty: 2945.474854
	Iteration 22Q: 3 clusters Score -837132.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -837133.250000 Penalty: 2945.474854
	Iteration 23Q: 3 clusters Score -837133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -837133.250000 Penalty: 2945.474854
	Iteration 24F: 3 clusters Score -837133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Entering Unmasked Estep 
Score: -1718102.875000 Penalty: 1594.908325
	Iteration 0F: 2 clusters Score -1718103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1705721.875000 Penalty: 3189.816650
	Iteration 0F: 3 clusters Score -1705722 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1710217.750000 Penalty: 3189.816650
	Iteration 1F: 3 clusters Score -1710218 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1710555.750000 Penalty: 3189.816650
	Iteration 2F: 3 clusters Score -1710556 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1710879.375000 Penalty: 3189.816650
	Iteration 3Q: 3 clusters Score -1710879 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1711198.250000 Penalty: 3189.816650
	Iteration 4Q: 3 clusters Score -1711198 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1711559.375000 Penalty: 3189.816650
	Iteration 5Q: 3 clusters Score -1711559 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1712052.750000 Penalty: 3189.816650
	Iteration 6Q: 3 clusters Score -1712053 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1712614.625000 Penalty: 3189.816650
	Iteration 7Q: 3 clusters Score -1712615 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1713265.500000 Penalty: 3189.816650
	Iteration 8F: 3 clusters Score -1713266 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1713871.750000 Penalty: 3189.816650
	Iteration 9F: 3 clusters Score -1713872 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1714297.125000 Penalty: 3189.816650
	Iteration 10Q: 3 clusters Score -1714297 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1714573.750000 Penalty: 3189.816650
	Iteration 11Q: 3 clusters Score -1714574 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1714795.875000 Penalty: 3189.816650
	Iteration 12Q: 3 clusters Score -1714796 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1715009.000000 Penalty: 3189.816650
	Iteration 13Q: 3 clusters Score -1715009 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1715203.000000 Penalty: 3189.816650
	Iteration 14Q: 3 clusters Score -1715203 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1715415.750000 Penalty: 3189.816650
	Iteration 15Q: 3 clusters Score -1715416 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1715654.000000 Penalty: 3189.816650
	Iteration 16Q: 3 clusters Score -1715654 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1715921.250000 Penalty: 3189.816650
	Iteration 17Q: 3 clusters Score -1715921 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1716134.000000 Penalty: 3189.816650
	Iteration 18Q: 3 clusters Score -1716134 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1716296.125000 Penalty: 3189.816650
	Iteration 19Q: 3 clusters Score -1716296 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1716418.125000 Penalty: 3189.816650
	Iteration 20F: 3 clusters Score -1716418 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1716494.750000 Penalty: 3189.816650
	Iteration 21Q: 3 clusters Score -1716495 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1716534.875000 Penalty: 3189.816650
	Iteration 22Q: 3 clusters Score -1716535 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1716563.875000 Penalty: 3189.816650
	Iteration 23Q: 3 clusters Score -1716564 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1716584.000000 Penalty: 3189.816650
	Iteration 24Q: 3 clusters Score -1716584 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1716601.500000 Penalty: 3189.816650
	Iteration 25Q: 3 clusters Score -1716602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1716614.625000 Penalty: 3189.816650
	Iteration 26Q: 3 clusters Score -1716615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1716629.125000 Penalty: 3189.816650
	Iteration 27Q: 3 clusters Score -1716629 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1716637.875000 Penalty: 3189.816650
	Iteration 28Q: 3 clusters Score -1716638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1716643.000000 Penalty: 3189.816650
	Iteration 29Q: 3 clusters Score -1716643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1716653.625000 Penalty: 3189.816650
	Iteration 30Q: 3 clusters Score -1716654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1716657.375000 Penalty: 3189.816650
	Iteration 31Q: 3 clusters Score -1716657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1716659.750000 Penalty: 3189.816650
	Iteration 32Q: 3 clusters Score -1716660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1716669.000000 Penalty: 3189.816650
	Iteration 33Q: 3 clusters Score -1716669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1716672.125000 Penalty: 3189.816650
	Iteration 34Q: 3 clusters Score -1716672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1716681.875000 Penalty: 3189.816650
	Iteration 35Q: 3 clusters Score -1716682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1716688.125000 Penalty: 3189.816650
	Iteration 36Q: 3 clusters Score -1716688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1716689.750000 Penalty: 3189.816650
	Iteration 37Q: 3 clusters Score -1716690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1716688.625000 Penalty: 3189.816650
	Iteration 38Q: 3 clusters Score -1716689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1716686.750000 Penalty: 3189.816650
	Iteration 39Q: 3 clusters Score -1716687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1716685.250000 Penalty: 3189.816650
	Iteration 40F: 3 clusters Score -1716685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1716689.250000 Penalty: 3189.816650
	Iteration 41Q: 3 clusters Score -1716689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1716688.500000 Penalty: 3189.816650
	Iteration 42Q: 3 clusters Score -1716688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1716687.625000 Penalty: 3189.816650
	Iteration 43Q: 3 clusters Score -1716688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1716690.250000 Penalty: 3189.816650
	Iteration 44Q: 3 clusters Score -1716690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1716695.375000 Penalty: 3189.816650
	Iteration 45Q: 3 clusters Score -1716695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1716692.125000 Penalty: 3189.816650
	Iteration 46Q: 3 clusters Score -1716692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1716699.500000 Penalty: 3189.816650
	Iteration 47Q: 3 clusters Score -1716700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1716700.625000 Penalty: 3189.816650
	Iteration 48Q: 3 clusters Score -1716701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1716703.750000 Penalty: 3189.816650
	Iteration 49Q: 3 clusters Score -1716704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1716706.250000 Penalty: 3189.816650
	Iteration 50Q: 3 clusters Score -1716706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1716705.500000 Penalty: 3189.816650
	Iteration 51Q: 3 clusters Score -1716706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1716704.125000 Penalty: 3189.816650
	Iteration 52Q: 3 clusters Score -1716704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1716702.250000 Penalty: 3189.816650
	Iteration 53Q: 3 clusters Score -1716702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1716700.750000 Penalty: 3189.816650
	Iteration 54Q: 3 clusters Score -1716701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1716709.000000 Penalty: 3189.816650
	Iteration 55Q: 3 clusters Score -1716709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1716708.625000 Penalty: 3189.816650
	Iteration 56Q: 3 clusters Score -1716709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1716708.625000 Penalty: 3189.816650
	Iteration 57F: 3 clusters Score -1716709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Entering Unmasked Estep 
Score: -446632.781250 Penalty: 1373.365601
	Iteration 0F: 2 clusters Score -446632.8 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 2366 members 
Entering Unmasked Estep 
Score: -442861.843750 Penalty: 2746.731201
	Iteration 0F: 3 clusters Score -442861.8 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -443851.062500 Penalty: 2746.731201
	Iteration 1F: 3 clusters Score -443851.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -444019.343750 Penalty: 2746.731201
	Iteration 2F: 3 clusters Score -444019.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -444116.375000 Penalty: 2746.731201
	Iteration 3F: 3 clusters Score -444116.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -444183.812500 Penalty: 2746.731201
	Iteration 4Q: 3 clusters Score -444183.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -444250.875000 Penalty: 2746.731201
	Iteration 5Q: 3 clusters Score -444250.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -444306.000000 Penalty: 2746.731201
	Iteration 6Q: 3 clusters Score -444306 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -444354.343750 Penalty: 2746.731201
	Iteration 7Q: 3 clusters Score -444354.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -444426.312500 Penalty: 2746.731201
	Iteration 8Q: 3 clusters Score -444426.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -444500.250000 Penalty: 2746.731201
	Iteration 9Q: 3 clusters Score -444500.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -444570.687500 Penalty: 2746.731201
	Iteration 10Q: 3 clusters Score -444570.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -444654.406250 Penalty: 2746.731201
	Iteration 11Q: 3 clusters Score -444654.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -444737.031250 Penalty: 2746.731201
	Iteration 12Q: 3 clusters Score -444737 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -444817.031250 Penalty: 2746.731201
	Iteration 13Q: 3 clusters Score -444817 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -444901.718750 Penalty: 2746.731201
	Iteration 14Q: 3 clusters Score -444901.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -444982.500000 Penalty: 2746.731201
	Iteration 15Q: 3 clusters Score -444982.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -445064.562500 Penalty: 2746.731201
	Iteration 16Q: 3 clusters Score -445064.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -445157.156250 Penalty: 2746.731201
	Iteration 17Q: 3 clusters Score -445157.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -445234.625000 Penalty: 2746.731201
	Iteration 18Q: 3 clusters Score -445234.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -445295.218750 Penalty: 2746.731201
	Iteration 19Q: 3 clusters Score -445295.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -445337.281250 Penalty: 2746.731201
	Iteration 20F: 3 clusters Score -445337.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -445372.562500 Penalty: 2746.731201
	Iteration 21Q: 3 clusters Score -445372.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -445393.375000 Penalty: 2746.731201
	Iteration 22Q: 3 clusters Score -445393.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -445407.656250 Penalty: 2746.731201
	Iteration 23Q: 3 clusters Score -445407.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -445420.875000 Penalty: 2746.731201
	Iteration 24Q: 3 clusters Score -445420.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -445430.468750 Penalty: 2746.731201
	Iteration 25Q: 3 clusters Score -445430.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -445438.937500 Penalty: 2746.731201
	Iteration 26Q: 3 clusters Score -445438.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -445449.031250 Penalty: 2746.731201
	Iteration 27Q: 3 clusters Score -445449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -445456.000000 Penalty: 2746.731201
	Iteration 28Q: 3 clusters Score -445456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -445461.656250 Penalty: 2746.731201
	Iteration 29Q: 3 clusters Score -445461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -445463.593750 Penalty: 2746.731201
	Iteration 30Q: 3 clusters Score -445463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -445466.500000 Penalty: 2746.731201
	Iteration 31Q: 3 clusters Score -445466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -445468.625000 Penalty: 2746.731201
	Iteration 32Q: 3 clusters Score -445468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -445470.156250 Penalty: 2746.731201
	Iteration 33Q: 3 clusters Score -445470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -445472.406250 Penalty: 2746.731201
	Iteration 34Q: 3 clusters Score -445472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -445474.218750 Penalty: 2746.731201
	Iteration 35Q: 3 clusters Score -445474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -445475.500000 Penalty: 2746.731201
	Iteration 36Q: 3 clusters Score -445475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -445477.312500 Penalty: 2746.731201
	Iteration 37Q: 3 clusters Score -445477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -445478.000000 Penalty: 2746.731201
	Iteration 38Q: 3 clusters Score -445478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -445478.000000 Penalty: 2746.731201
	Iteration 39F: 3 clusters Score -445478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Entering Unmasked Estep 
Score: -970236.187500 Penalty: 1500.724609
	Iteration 0F: 2 clusters Score -970236.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -962956.375000 Penalty: 3001.449219
	Iteration 0F: 3 clusters Score -962956.4 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -965486.750000 Penalty: 3001.449219
	Iteration 1F: 3 clusters Score -965486.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -965865.375000 Penalty: 3001.449219
	Iteration 2F: 3 clusters Score -965865.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -966260.312500 Penalty: 3001.449219
	Iteration 3F: 3 clusters Score -966260.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -966683.375000 Penalty: 3001.449219
	Iteration 4F: 3 clusters Score -966683.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -967148.625000 Penalty: 3001.449219
	Iteration 5F: 3 clusters Score -967148.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -967662.062500 Penalty: 3001.449219
	Iteration 6F: 3 clusters Score -967662.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -968159.750000 Penalty: 3001.449219
	Iteration 7F: 3 clusters Score -968159.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -968511.937500 Penalty: 3001.449219
	Iteration 8Q: 3 clusters Score -968511.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -968693.250000 Penalty: 3001.449219
	Iteration 9Q: 3 clusters Score -968693.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -968803.062500 Penalty: 3001.449219
	Iteration 10Q: 3 clusters Score -968803.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -968861.500000 Penalty: 3001.449219
	Iteration 11Q: 3 clusters Score -968861.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -968895.375000 Penalty: 3001.449219
	Iteration 12Q: 3 clusters Score -968895.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -968920.125000 Penalty: 3001.449219
	Iteration 13Q: 3 clusters Score -968920.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -968939.750000 Penalty: 3001.449219
	Iteration 14Q: 3 clusters Score -968939.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -968953.187500 Penalty: 3001.449219
	Iteration 15Q: 3 clusters Score -968953.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -968969.125000 Penalty: 3001.449219
	Iteration 16Q: 3 clusters Score -968969.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -968972.500000 Penalty: 3001.449219
	Iteration 17Q: 3 clusters Score -968972.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -968977.750000 Penalty: 3001.449219
	Iteration 18Q: 3 clusters Score -968977.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -968986.437500 Penalty: 3001.449219
	Iteration 19Q: 3 clusters Score -968986.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -968991.187500 Penalty: 3001.449219
	Iteration 20F: 3 clusters Score -968991.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -968998.250000 Penalty: 3001.449219
	Iteration 21Q: 3 clusters Score -968998.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -969000.500000 Penalty: 3001.449219
	Iteration 22Q: 3 clusters Score -969000.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -969002.125000 Penalty: 3001.449219
	Iteration 23Q: 3 clusters Score -969002.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -969003.125000 Penalty: 3001.449219
	Iteration 24Q: 3 clusters Score -969003.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -969004.687500 Penalty: 3001.449219
	Iteration 25Q: 3 clusters Score -969004.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -969009.187500 Penalty: 3001.449219
	Iteration 26Q: 3 clusters Score -969009.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -969007.500000 Penalty: 3001.449219
	Iteration 27Q: 3 clusters Score -969007.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -969011.312500 Penalty: 3001.449219
	Iteration 28Q: 3 clusters Score -969011.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -969011.000000 Penalty: 3001.449219
	Iteration 29Q: 3 clusters Score -969011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -969011.875000 Penalty: 3001.449219
	Iteration 30Q: 3 clusters Score -969011.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -969011.812500 Penalty: 3001.449219
	Iteration 31Q: 3 clusters Score -969011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -969010.750000 Penalty: 3001.449219
	Iteration 32Q: 3 clusters Score -969010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -969011.250000 Penalty: 3001.449219
	Iteration 33Q: 3 clusters Score -969011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -969012.937500 Penalty: 3001.449219
	Iteration 34Q: 3 clusters Score -969012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -969012.562500 Penalty: 3001.449219
	Iteration 35Q: 3 clusters Score -969012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -969014.812500 Penalty: 3001.449219
	Iteration 36Q: 3 clusters Score -969014.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -969013.500000 Penalty: 3001.449219
	Iteration 37Q: 3 clusters Score -969013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -969014.562500 Penalty: 3001.449219
	Iteration 38Q: 3 clusters Score -969014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -969013.687500 Penalty: 3001.449219
	Iteration 39Q: 3 clusters Score -969013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -969015.312500 Penalty: 3001.449219
	Iteration 40F: 3 clusters Score -969015.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -969015.562500 Penalty: 3001.449219
	Iteration 41Q: 3 clusters Score -969015.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -969018.875000 Penalty: 3001.449219
	Iteration 42Q: 3 clusters Score -969018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -969020.187500 Penalty: 3001.449219
	Iteration 43Q: 3 clusters Score -969020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -969018.875000 Penalty: 3001.449219
	Iteration 44Q: 3 clusters Score -969018.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -969018.125000 Penalty: 3001.449219
	Iteration 45Q: 3 clusters Score -969018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -969017.250000 Penalty: 3001.449219
	Iteration 46Q: 3 clusters Score -969017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -969020.250000 Penalty: 3001.449219
	Iteration 47Q: 3 clusters Score -969020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -969020.812500 Penalty: 3001.449219
	Iteration 48Q: 3 clusters Score -969020.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -969022.562500 Penalty: 3001.449219
	Iteration 49Q: 3 clusters Score -969022.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -969020.500000 Penalty: 3001.449219
	Iteration 50Q: 3 clusters Score -969020.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -969023.125000 Penalty: 3001.449219
	Iteration 51Q: 3 clusters Score -969023.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -969023.750000 Penalty: 3001.449219
	Iteration 52Q: 3 clusters Score -969023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -969025.375000 Penalty: 3001.449219
	Iteration 53Q: 3 clusters Score -969025.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -969028.125000 Penalty: 3001.449219
	Iteration 54Q: 3 clusters Score -969028.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -969027.062500 Penalty: 3001.449219
	Iteration 55Q: 3 clusters Score -969027.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -969035.250000 Penalty: 3001.449219
	Iteration 56Q: 3 clusters Score -969035.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -969040.812500 Penalty: 3001.449219
	Iteration 57Q: 3 clusters Score -969040.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -969044.625000 Penalty: 3001.449219
	Iteration 58Q: 3 clusters Score -969044.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -969048.875000 Penalty: 3001.449219
	Iteration 59Q: 3 clusters Score -969048.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -969048.875000 Penalty: 3001.449219
	Iteration 60F: 3 clusters Score -969048.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -969048.750000 Penalty: 3001.449219
	Iteration 61Q: 3 clusters Score -969048.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -969053.437500 Penalty: 3001.449219
	Iteration 62Q: 3 clusters Score -969053.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -969053.187500 Penalty: 3001.449219
	Iteration 63Q: 3 clusters Score -969053.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -969055.625000 Penalty: 3001.449219
	Iteration 64Q: 3 clusters Score -969055.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -969061.187500 Penalty: 3001.449219
	Iteration 65Q: 3 clusters Score -969061.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -969064.187500 Penalty: 3001.449219
	Iteration 66Q: 3 clusters Score -969064.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -969067.687500 Penalty: 3001.449219
	Iteration 67Q: 3 clusters Score -969067.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -969069.687500 Penalty: 3001.449219
	Iteration 68Q: 3 clusters Score -969069.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -969069.875000 Penalty: 3001.449219
	Iteration 69Q: 3 clusters Score -969069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -969068.500000 Penalty: 3001.449219
	Iteration 70Q: 3 clusters Score -969068.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -969071.062500 Penalty: 3001.449219
	Iteration 71Q: 3 clusters Score -969071.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -969070.562500 Penalty: 3001.449219
	Iteration 72Q: 3 clusters Score -969070.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -969073.000000 Penalty: 3001.449219
	Iteration 73Q: 3 clusters Score -969073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -969073.062500 Penalty: 3001.449219
	Iteration 74Q: 3 clusters Score -969073.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -969076.375000 Penalty: 3001.449219
	Iteration 75Q: 3 clusters Score -969076.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -969078.062500 Penalty: 3001.449219
	Iteration 76Q: 3 clusters Score -969078.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -969077.375000 Penalty: 3001.449219
	Iteration 77Q: 3 clusters Score -969077.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -969078.500000 Penalty: 3001.449219
	Iteration 78Q: 3 clusters Score -969078.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -969079.812500 Penalty: 3001.449219
	Iteration 79Q: 3 clusters Score -969079.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -969079.375000 Penalty: 3001.449219
	Iteration 80F: 3 clusters Score -969079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -969084.375000 Penalty: 3001.449219
	Iteration 81Q: 3 clusters Score -969084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -969083.437500 Penalty: 3001.449219
	Iteration 82Q: 3 clusters Score -969083.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -969083.437500 Penalty: 3001.449219
	Iteration 83F: 3 clusters Score -969083.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Entering Unmasked Estep 
Score: -564363.000000 Penalty: 1408.134033
	Iteration 0F: 2 clusters Score -564363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -559861.437500 Penalty: 2816.268066
	Iteration 0F: 3 clusters Score -559861.4 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -561230.812500 Penalty: 2816.268066
	Iteration 1F: 3 clusters Score -561230.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -561406.937500 Penalty: 2816.268066
	Iteration 2F: 3 clusters Score -561406.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -561498.437500 Penalty: 2816.268066
	Iteration 3Q: 3 clusters Score -561498.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -561558.937500 Penalty: 2816.268066
	Iteration 4Q: 3 clusters Score -561558.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -561611.125000 Penalty: 2816.268066
	Iteration 5Q: 3 clusters Score -561611.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -561660.562500 Penalty: 2816.268066
	Iteration 6Q: 3 clusters Score -561660.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -561708.625000 Penalty: 2816.268066
	Iteration 7Q: 3 clusters Score -561708.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -561754.750000 Penalty: 2816.268066
	Iteration 8Q: 3 clusters Score -561754.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -561797.375000 Penalty: 2816.268066
	Iteration 9Q: 3 clusters Score -561797.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -561845.687500 Penalty: 2816.268066
	Iteration 10Q: 3 clusters Score -561845.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -561909.250000 Penalty: 2816.268066
	Iteration 11Q: 3 clusters Score -561909.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -561995.000000 Penalty: 2816.268066
	Iteration 12Q: 3 clusters Score -561995 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -562105.625000 Penalty: 2816.268066
	Iteration 13Q: 3 clusters Score -562105.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -562217.500000 Penalty: 2816.268066
	Iteration 14Q: 3 clusters Score -562217.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -562352.062500 Penalty: 2816.268066
	Iteration 15Q: 3 clusters Score -562352.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -562478.125000 Penalty: 2816.268066
	Iteration 16Q: 3 clusters Score -562478.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -562576.625000 Penalty: 2816.268066
	Iteration 17Q: 3 clusters Score -562576.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -562687.437500 Penalty: 2816.268066
	Iteration 18Q: 3 clusters Score -562687.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -562776.875000 Penalty: 2816.268066
	Iteration 19Q: 3 clusters Score -562776.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -562842.875000 Penalty: 2816.268066
	Iteration 20F: 3 clusters Score -562842.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -562904.875000 Penalty: 2816.268066
	Iteration 21Q: 3 clusters Score -562904.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -562947.687500 Penalty: 2816.268066
	Iteration 22Q: 3 clusters Score -562947.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -562985.000000 Penalty: 2816.268066
	Iteration 23Q: 3 clusters Score -562985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -563015.625000 Penalty: 2816.268066
	Iteration 24Q: 3 clusters Score -563015.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -563042.000000 Penalty: 2816.268066
	Iteration 25Q: 3 clusters Score -563042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -563070.375000 Penalty: 2816.268066
	Iteration 26Q: 3 clusters Score -563070.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -563093.250000 Penalty: 2816.268066
	Iteration 27Q: 3 clusters Score -563093.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -563109.187500 Penalty: 2816.268066
	Iteration 28Q: 3 clusters Score -563109.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -563123.187500 Penalty: 2816.268066
	Iteration 29Q: 3 clusters Score -563123.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -563131.125000 Penalty: 2816.268066
	Iteration 30Q: 3 clusters Score -563131.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -563139.062500 Penalty: 2816.268066
	Iteration 31Q: 3 clusters Score -563139.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -563145.187500 Penalty: 2816.268066
	Iteration 32Q: 3 clusters Score -563145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -563148.562500 Penalty: 2816.268066
	Iteration 33Q: 3 clusters Score -563148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -563148.562500 Penalty: 2816.268066
	Iteration 34F: 3 clusters Score -563148.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -225236.609375 Penalty: 1262.317871
	Iteration 0F: 2 clusters Score -225236.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -222925.640625 Penalty: 2524.635742
	Iteration 0F: 3 clusters Score -222925.6 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -223465.718750 Penalty: 2524.635742
	Iteration 1F: 3 clusters Score -223465.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -223567.859375 Penalty: 2524.635742
	Iteration 2F: 3 clusters Score -223567.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -223622.031250 Penalty: 2524.635742
	Iteration 3Q: 3 clusters Score -223622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -223652.968750 Penalty: 2524.635742
	Iteration 4Q: 3 clusters Score -223653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -223674.375000 Penalty: 2524.635742
	Iteration 5Q: 3 clusters Score -223674.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -223693.125000 Penalty: 2524.635742
	Iteration 6Q: 3 clusters Score -223693.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -223706.750000 Penalty: 2524.635742
	Iteration 7Q: 3 clusters Score -223706.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -223716.281250 Penalty: 2524.635742
	Iteration 8Q: 3 clusters Score -223716.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -223727.562500 Penalty: 2524.635742
	Iteration 9Q: 3 clusters Score -223727.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -223736.703125 Penalty: 2524.635742
	Iteration 10Q: 3 clusters Score -223736.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -223743.828125 Penalty: 2524.635742
	Iteration 11Q: 3 clusters Score -223743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -223746.828125 Penalty: 2524.635742
	Iteration 12Q: 3 clusters Score -223746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -223747.984375 Penalty: 2524.635742
	Iteration 13Q: 3 clusters Score -223748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -223750.796875 Penalty: 2524.635742
	Iteration 14Q: 3 clusters Score -223750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -223752.656250 Penalty: 2524.635742
	Iteration 15Q: 3 clusters Score -223752.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -223754.437500 Penalty: 2524.635742
	Iteration 16Q: 3 clusters Score -223754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -223756.078125 Penalty: 2524.635742
	Iteration 17Q: 3 clusters Score -223756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -223757.562500 Penalty: 2524.635742
	Iteration 18Q: 3 clusters Score -223757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -223758.109375 Penalty: 2524.635742
	Iteration 19Q: 3 clusters Score -223758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -223759.140625 Penalty: 2524.635742
	Iteration 20F: 3 clusters Score -223759.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -223760.953125 Penalty: 2524.635742
	Iteration 21Q: 3 clusters Score -223761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -223762.468750 Penalty: 2524.635742
	Iteration 22Q: 3 clusters Score -223762.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -223764.875000 Penalty: 2524.635742
	Iteration 23Q: 3 clusters Score -223764.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -223767.140625 Penalty: 2524.635742
	Iteration 24Q: 3 clusters Score -223767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -223768.640625 Penalty: 2524.635742
	Iteration 25Q: 3 clusters Score -223768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -223769.453125 Penalty: 2524.635742
	Iteration 26Q: 3 clusters Score -223769.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -223771.156250 Penalty: 2524.635742
	Iteration 27Q: 3 clusters Score -223771.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -223773.078125 Penalty: 2524.635742
	Iteration 28Q: 3 clusters Score -223773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -223773.812500 Penalty: 2524.635742
	Iteration 29Q: 3 clusters Score -223773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -223774.796875 Penalty: 2524.635742
	Iteration 30Q: 3 clusters Score -223774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -223774.796875 Penalty: 2524.635742
	Iteration 31F: 3 clusters Score -223774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Entering Unmasked Estep 
Score: -912324.375000 Penalty: 1492.098877
	Iteration 0F: 2 clusters Score -912324.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -905295.750000 Penalty: 2984.197754
	Iteration 0F: 3 clusters Score -905295.8 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -907578.250000 Penalty: 2984.197754
	Iteration 1F: 3 clusters Score -907578.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -907789.437500 Penalty: 2984.197754
	Iteration 2F: 3 clusters Score -907789.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -907954.500000 Penalty: 2984.197754
	Iteration 3Q: 3 clusters Score -907954.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -908077.125000 Penalty: 2984.197754
	Iteration 4Q: 3 clusters Score -908077.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -908180.187500 Penalty: 2984.197754
	Iteration 5Q: 3 clusters Score -908180.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -908255.562500 Penalty: 2984.197754
	Iteration 6Q: 3 clusters Score -908255.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -908315.437500 Penalty: 2984.197754
	Iteration 7Q: 3 clusters Score -908315.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -908368.437500 Penalty: 2984.197754
	Iteration 8Q: 3 clusters Score -908368.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -908407.937500 Penalty: 2984.197754
	Iteration 9Q: 3 clusters Score -908407.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -908445.250000 Penalty: 2984.197754
	Iteration 10Q: 3 clusters Score -908445.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -908493.062500 Penalty: 2984.197754
	Iteration 11Q: 3 clusters Score -908493.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -908548.812500 Penalty: 2984.197754
	Iteration 12Q: 3 clusters Score -908548.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -908616.687500 Penalty: 2984.197754
	Iteration 13Q: 3 clusters Score -908616.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -908729.687500 Penalty: 2984.197754
	Iteration 14Q: 3 clusters Score -908729.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -908853.187500 Penalty: 2984.197754
	Iteration 15Q: 3 clusters Score -908853.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -908979.750000 Penalty: 2984.197754
	Iteration 16Q: 3 clusters Score -908979.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -909100.437500 Penalty: 2984.197754
	Iteration 17Q: 3 clusters Score -909100.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -909221.250000 Penalty: 2984.197754
	Iteration 18Q: 3 clusters Score -909221.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -909355.500000 Penalty: 2984.197754
	Iteration 19Q: 3 clusters Score -909355.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -909503.312500 Penalty: 2984.197754
	Iteration 20F: 3 clusters Score -909503.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -909670.125000 Penalty: 2984.197754
	Iteration 21Q: 3 clusters Score -909670.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -909856.125000 Penalty: 2984.197754
	Iteration 22Q: 3 clusters Score -909856.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -910079.812500 Penalty: 2984.197754
	Iteration 23Q: 3 clusters Score -910079.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -910344.562500 Penalty: 2984.197754
	Iteration 24Q: 3 clusters Score -910344.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -910681.937500 Penalty: 2984.197754
	Iteration 25Q: 3 clusters Score -910681.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -910994.500000 Penalty: 2984.197754
	Iteration 26Q: 3 clusters Score -910994.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -911264.625000 Penalty: 2984.197754
	Iteration 27Q: 3 clusters Score -911264.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -911446.687500 Penalty: 2984.197754
	Iteration 28Q: 3 clusters Score -911446.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -911539.812500 Penalty: 2984.197754
	Iteration 29Q: 3 clusters Score -911539.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -911580.500000 Penalty: 2984.197754
	Iteration 30Q: 3 clusters Score -911580.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -911599.437500 Penalty: 2984.197754
	Iteration 31Q: 3 clusters Score -911599.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -911605.500000 Penalty: 2984.197754
	Iteration 32Q: 3 clusters Score -911605.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -911608.562500 Penalty: 2984.197754
	Iteration 33Q: 3 clusters Score -911608.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -911610.937500 Penalty: 2984.197754
	Iteration 34Q: 3 clusters Score -911610.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -911613.812500 Penalty: 2984.197754
	Iteration 35Q: 3 clusters Score -911613.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -911614.562500 Penalty: 2984.197754
	Iteration 36Q: 3 clusters Score -911614.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -911617.125000 Penalty: 2984.197754
	Iteration 37Q: 3 clusters Score -911617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -911615.750000 Penalty: 2984.197754
	Iteration 38Q: 3 clusters Score -911615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -911616.937500 Penalty: 2984.197754
	Iteration 39Q: 3 clusters Score -911616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -911616.750000 Penalty: 2984.197754
	Iteration 40F: 3 clusters Score -911616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -911617.937500 Penalty: 2984.197754
	Iteration 41Q: 3 clusters Score -911617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -911618.312500 Penalty: 2984.197754
	Iteration 42Q: 3 clusters Score -911618.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -911618.312500 Penalty: 2984.197754
	Iteration 43F: 3 clusters Score -911618.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -265074.468750 Penalty: 1289.183716
	Iteration 0F: 2 clusters Score -265074.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -262541.781250 Penalty: 2578.367432
	Iteration 0F: 3 clusters Score -262541.8 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -263248.500000 Penalty: 2578.367432
	Iteration 1F: 3 clusters Score -263248.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -263436.687500 Penalty: 2578.367432
	Iteration 2F: 3 clusters Score -263436.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -263548.250000 Penalty: 2578.367432
	Iteration 3F: 3 clusters Score -263548.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -263651.375000 Penalty: 2578.367432
	Iteration 4Q: 3 clusters Score -263651.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -263734.187500 Penalty: 2578.367432
	Iteration 5Q: 3 clusters Score -263734.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -263793.968750 Penalty: 2578.367432
	Iteration 6Q: 3 clusters Score -263794 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -263852.656250 Penalty: 2578.367432
	Iteration 7Q: 3 clusters Score -263852.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -263909.937500 Penalty: 2578.367432
	Iteration 8Q: 3 clusters Score -263909.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -263972.250000 Penalty: 2578.367432
	Iteration 9Q: 3 clusters Score -263972.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -264031.500000 Penalty: 2578.367432
	Iteration 10Q: 3 clusters Score -264031.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -264085.031250 Penalty: 2578.367432
	Iteration 11Q: 3 clusters Score -264085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -264138.312500 Penalty: 2578.367432
	Iteration 12Q: 3 clusters Score -264138.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -264183.062500 Penalty: 2578.367432
	Iteration 13Q: 3 clusters Score -264183.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -264219.000000 Penalty: 2578.367432
	Iteration 14Q: 3 clusters Score -264219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -264255.031250 Penalty: 2578.367432
	Iteration 15Q: 3 clusters Score -264255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -264288.750000 Penalty: 2578.367432
	Iteration 16Q: 3 clusters Score -264288.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -264314.218750 Penalty: 2578.367432
	Iteration 17Q: 3 clusters Score -264314.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -264335.968750 Penalty: 2578.367432
	Iteration 18Q: 3 clusters Score -264336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -264346.062500 Penalty: 2578.367432
	Iteration 19Q: 3 clusters Score -264346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -264351.468750 Penalty: 2578.367432
	Iteration 20F: 3 clusters Score -264351.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -264358.406250 Penalty: 2578.367432
	Iteration 21Q: 3 clusters Score -264358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -264362.593750 Penalty: 2578.367432
	Iteration 22Q: 3 clusters Score -264362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -264366.625000 Penalty: 2578.367432
	Iteration 23Q: 3 clusters Score -264366.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -264373.750000 Penalty: 2578.367432
	Iteration 24Q: 3 clusters Score -264373.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -264380.687500 Penalty: 2578.367432
	Iteration 25Q: 3 clusters Score -264380.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -264384.718750 Penalty: 2578.367432
	Iteration 26Q: 3 clusters Score -264384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -264390.156250 Penalty: 2578.367432
	Iteration 27Q: 3 clusters Score -264390.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -264396.000000 Penalty: 2578.367432
	Iteration 28Q: 3 clusters Score -264396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -264398.875000 Penalty: 2578.367432
	Iteration 29Q: 3 clusters Score -264398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -264402.687500 Penalty: 2578.367432
	Iteration 30Q: 3 clusters Score -264402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -264405.906250 Penalty: 2578.367432
	Iteration 31Q: 3 clusters Score -264405.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -264409.218750 Penalty: 2578.367432
	Iteration 32Q: 3 clusters Score -264409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -264410.312500 Penalty: 2578.367432
	Iteration 33Q: 3 clusters Score -264410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -264413.656250 Penalty: 2578.367432
	Iteration 34Q: 3 clusters Score -264413.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -264414.281250 Penalty: 2578.367432
	Iteration 35Q: 3 clusters Score -264414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -264417.000000 Penalty: 2578.367432
	Iteration 36Q: 3 clusters Score -264417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -264418.500000 Penalty: 2578.367432
	Iteration 37Q: 3 clusters Score -264418.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -264418.500000 Penalty: 2578.367432
	Iteration 38F: 3 clusters Score -264418.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (121496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121496 members 
Entering Unmasked Estep 
Score: -11679924.000000 Penalty: 1902.490967
	Iteration 0F: 2 clusters Score -1.167992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -11598578.000000 Penalty: 3804.981934
	Iteration 0F: 3 clusters Score -1.159858e+07 nChanged 58486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -11632725.000000 Penalty: 3804.981934
	Iteration 1F: 3 clusters Score -1.163272e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -11634249.000000 Penalty: 3804.981934
	Iteration 2Q: 3 clusters Score -1.163425e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -11636259.000000 Penalty: 3804.981934
	Iteration 3Q: 3 clusters Score -1.163626e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -11639710.000000 Penalty: 3804.981934
	Iteration 4F: 3 clusters Score -1.163971e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -11645333.000000 Penalty: 3804.981934
	Iteration 5F: 3 clusters Score -1.164533e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 94122 members 
Entering Unmasked Estep 
Score: -11653350.000000 Penalty: 3804.981934
	Iteration 6F: 3 clusters Score -1.165335e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -11662805.000000 Penalty: 3804.981934
	Iteration 7F: 3 clusters Score -1.16628e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 112148 members 
Entering Unmasked Estep 
Score: -11670793.000000 Penalty: 3804.981934
	Iteration 8F: 3 clusters Score -1.167079e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 117005 members 
Entering Unmasked Estep 
Score: -11675272.000000 Penalty: 3804.981934
	Iteration 9Q: 3 clusters Score -1.167527e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 119276 members 
Entering Unmasked Estep 
Score: -11676992.000000 Penalty: 3804.981934
	Iteration 10Q: 3 clusters Score -1.167699e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 120253 members 
Entering Unmasked Estep 
Score: -11677696.000000 Penalty: 3804.981934
	Iteration 11Q: 3 clusters Score -1.16777e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 120683 members 
Entering Unmasked Estep 
Score: -11677939.000000 Penalty: 3804.981934
	Iteration 12Q: 3 clusters Score -1.167794e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 120880 members 
Entering Unmasked Estep 
Score: -11678085.000000 Penalty: 3804.981934
	Iteration 13Q: 3 clusters Score -1.167808e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 120991 members 
Entering Unmasked Estep 
Score: -11678156.000000 Penalty: 3804.981934
	Iteration 14Q: 3 clusters Score -1.167816e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 121049 members 
Entering Unmasked Estep 
Score: -11678205.000000 Penalty: 3804.981934
	Iteration 15Q: 3 clusters Score -1.16782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 121089 members 
Entering Unmasked Estep 
Score: -11678252.000000 Penalty: 3804.981934
	Iteration 16Q: 3 clusters Score -1.167825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 121117 members 
Entering Unmasked Estep 
Score: -11678282.000000 Penalty: 3804.981934
	Iteration 17Q: 3 clusters Score -1.167828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 121132 members 
Entering Unmasked Estep 
Score: -11678281.000000 Penalty: 3804.981934
	Iteration 18Q: 3 clusters Score -1.167828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 121149 members 
Entering Unmasked Estep 
Score: -11678299.000000 Penalty: 3804.981934
	Iteration 19Q: 3 clusters Score -1.16783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 121156 members 
Entering Unmasked Estep 
Score: -11678303.000000 Penalty: 3804.981934
	Iteration 20F: 3 clusters Score -1.16783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 121164 members 
Entering Unmasked Estep 
Score: -11678297.000000 Penalty: 3804.981934
	Iteration 21Q: 3 clusters Score -1.16783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 121166 members 
Entering Unmasked Estep 
Score: -11678297.000000 Penalty: 3804.981934
	Iteration 22Q: 3 clusters Score -1.16783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 121165 members 
Entering Unmasked Estep 
Score: -11678304.000000 Penalty: 3804.981934
	Iteration 23Q: 3 clusters Score -1.16783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 121165 members 
Entering Unmasked Estep 
Score: -11678304.000000 Penalty: 3804.981934
	Iteration 24F: 3 clusters Score -1.16783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Entering Unmasked Estep 
Score: -555397.875000 Penalty: 1408.833130
	Iteration 0F: 2 clusters Score -555397.9 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 2937 members 
Entering Unmasked Estep 
Score: -550845.562500 Penalty: 2817.666260
	Iteration 0F: 3 clusters Score -550845.6 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -552095.562500 Penalty: 2817.666260
	Iteration 1F: 3 clusters Score -552095.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -552298.375000 Penalty: 2817.666260
	Iteration 2F: 3 clusters Score -552298.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -552423.625000 Penalty: 2817.666260
	Iteration 3F: 3 clusters Score -552423.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -552508.062500 Penalty: 2817.666260
	Iteration 4Q: 3 clusters Score -552508.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -552566.000000 Penalty: 2817.666260
	Iteration 5Q: 3 clusters Score -552566 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -552625.750000 Penalty: 2817.666260
	Iteration 6Q: 3 clusters Score -552625.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -552676.937500 Penalty: 2817.666260
	Iteration 7Q: 3 clusters Score -552676.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -552721.812500 Penalty: 2817.666260
	Iteration 8Q: 3 clusters Score -552721.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -552752.125000 Penalty: 2817.666260
	Iteration 9Q: 3 clusters Score -552752.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -552787.500000 Penalty: 2817.666260
	Iteration 10Q: 3 clusters Score -552787.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -552837.500000 Penalty: 2817.666260
	Iteration 11Q: 3 clusters Score -552837.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -552903.125000 Penalty: 2817.666260
	Iteration 12Q: 3 clusters Score -552903.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -552994.687500 Penalty: 2817.666260
	Iteration 13Q: 3 clusters Score -552994.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -553097.125000 Penalty: 2817.666260
	Iteration 14Q: 3 clusters Score -553097.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -553203.687500 Penalty: 2817.666260
	Iteration 15Q: 3 clusters Score -553203.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -553296.437500 Penalty: 2817.666260
	Iteration 16Q: 3 clusters Score -553296.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -553386.312500 Penalty: 2817.666260
	Iteration 17Q: 3 clusters Score -553386.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -553480.125000 Penalty: 2817.666260
	Iteration 18Q: 3 clusters Score -553480.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -553572.187500 Penalty: 2817.666260
	Iteration 19Q: 3 clusters Score -553572.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -553664.875000 Penalty: 2817.666260
	Iteration 20F: 3 clusters Score -553664.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -553750.625000 Penalty: 2817.666260
	Iteration 21Q: 3 clusters Score -553750.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -553830.437500 Penalty: 2817.666260
	Iteration 22Q: 3 clusters Score -553830.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -553897.625000 Penalty: 2817.666260
	Iteration 23Q: 3 clusters Score -553897.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -553951.062500 Penalty: 2817.666260
	Iteration 24Q: 3 clusters Score -553951.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -553997.687500 Penalty: 2817.666260
	Iteration 25Q: 3 clusters Score -553997.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -554033.812500 Penalty: 2817.666260
	Iteration 26Q: 3 clusters Score -554033.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -554064.187500 Penalty: 2817.666260
	Iteration 27Q: 3 clusters Score -554064.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -554089.937500 Penalty: 2817.666260
	Iteration 28Q: 3 clusters Score -554089.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -554115.687500 Penalty: 2817.666260
	Iteration 29Q: 3 clusters Score -554115.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -554141.812500 Penalty: 2817.666260
	Iteration 30Q: 3 clusters Score -554141.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -554160.000000 Penalty: 2817.666260
	Iteration 31Q: 3 clusters Score -554160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -554172.187500 Penalty: 2817.666260
	Iteration 32Q: 3 clusters Score -554172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -554181.062500 Penalty: 2817.666260
	Iteration 33Q: 3 clusters Score -554181.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -554188.375000 Penalty: 2817.666260
	Iteration 34Q: 3 clusters Score -554188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -554191.500000 Penalty: 2817.666260
	Iteration 35Q: 3 clusters Score -554191.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -554195.500000 Penalty: 2817.666260
	Iteration 36Q: 3 clusters Score -554195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -554196.937500 Penalty: 2817.666260
	Iteration 37Q: 3 clusters Score -554196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -554197.000000 Penalty: 2817.666260
	Iteration 38Q: 3 clusters Score -554197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -554197.000000 Penalty: 2817.666260
	Iteration 39F: 3 clusters Score -554197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (106723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106723 members 
Entering Unmasked Estep 
Score: -10157217.000000 Penalty: 1881.423828
	Iteration 0F: 2 clusters Score -1.015722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -10085668.000000 Penalty: 3762.847656
	Iteration 0F: 3 clusters Score -1.008567e+07 nChanged 51073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -10115866.000000 Penalty: 3762.847656
	Iteration 1F: 3 clusters Score -1.011587e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -10116886.000000 Penalty: 3762.847656
	Iteration 2Q: 3 clusters Score -1.011689e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -10118288.000000 Penalty: 3762.847656
	Iteration 3Q: 3 clusters Score -1.011829e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -10120671.000000 Penalty: 3762.847656
	Iteration 4Q: 3 clusters Score -1.012067e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -10124796.000000 Penalty: 3762.847656
	Iteration 5F: 3 clusters Score -1.01248e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -10131117.000000 Penalty: 3762.847656
	Iteration 6F: 3 clusters Score -1.013112e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -10138053.000000 Penalty: 3762.847656
	Iteration 7F: 3 clusters Score -1.013805e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -10143575.000000 Penalty: 3762.847656
	Iteration 8F: 3 clusters Score -1.014358e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87858 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -10146676.000000 Penalty: 3762.847656
	Iteration 9Q: 3 clusters Score -1.014668e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -10148264.000000 Penalty: 3762.847656
	Iteration 10Q: 3 clusters Score -1.014826e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91260 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -10149323.000000 Penalty: 3762.847656
	Iteration 11Q: 3 clusters Score -1.014932e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -10150286.000000 Penalty: 3762.847656
	Iteration 12Q: 3 clusters Score -1.015029e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -10151096.000000 Penalty: 3762.847656
	Iteration 13Q: 3 clusters Score -1.01511e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -10151822.000000 Penalty: 3762.847656
	Iteration 14Q: 3 clusters Score -1.015182e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -10152358.000000 Penalty: 3762.847656
	Iteration 15Q: 3 clusters Score -1.015236e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -10152769.000000 Penalty: 3762.847656
	Iteration 16Q: 3 clusters Score -1.015277e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98008 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -10153145.000000 Penalty: 3762.847656
	Iteration 17Q: 3 clusters Score -1.015314e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -10153489.000000 Penalty: 3762.847656
	Iteration 18Q: 3 clusters Score -1.015349e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99561 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -10153790.000000 Penalty: 3762.847656
	Iteration 19Q: 3 clusters Score -1.015379e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -10154062.000000 Penalty: 3762.847656
	Iteration 20F: 3 clusters Score -1.015406e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100937 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -10154324.000000 Penalty: 3762.847656
	Iteration 21Q: 3 clusters Score -1.015432e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101526 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -10154481.000000 Penalty: 3762.847656
	Iteration 22Q: 3 clusters Score -1.015448e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -10154669.000000 Penalty: 3762.847656
	Iteration 23Q: 3 clusters Score -1.015467e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102503 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -10154829.000000 Penalty: 3762.847656
	Iteration 24Q: 3 clusters Score -1.015483e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102903 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -10154925.000000 Penalty: 3762.847656
	Iteration 25Q: 3 clusters Score -1.015492e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103225 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -10155041.000000 Penalty: 3762.847656
	Iteration 26Q: 3 clusters Score -1.015504e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103543 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -10155126.000000 Penalty: 3762.847656
	Iteration 27Q: 3 clusters Score -1.015513e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -10155208.000000 Penalty: 3762.847656
	Iteration 28Q: 3 clusters Score -1.015521e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -10155270.000000 Penalty: 3762.847656
	Iteration 29Q: 3 clusters Score -1.015527e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104194 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10155350.000000 Penalty: 3762.847656
	Iteration 30Q: 3 clusters Score -1.015535e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -10155414.000000 Penalty: 3762.847656
	Iteration 31Q: 3 clusters Score -1.015541e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -10155481.000000 Penalty: 3762.847656
	Iteration 32Q: 3 clusters Score -1.015548e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -10155528.000000 Penalty: 3762.847656
	Iteration 33Q: 3 clusters Score -1.015553e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104737 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -10155543.000000 Penalty: 3762.847656
	Iteration 34Q: 3 clusters Score -1.015554e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -10155595.000000 Penalty: 3762.847656
	Iteration 35Q: 3 clusters Score -1.01556e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104911 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -10155611.000000 Penalty: 3762.847656
	Iteration 36Q: 3 clusters Score -1.015561e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104967 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -10155631.000000 Penalty: 3762.847656
	Iteration 37Q: 3 clusters Score -1.015563e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105014 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -10155637.000000 Penalty: 3762.847656
	Iteration 38Q: 3 clusters Score -1.015564e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105057 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -10155637.000000 Penalty: 3762.847656
	Iteration 39Q: 3 clusters Score -1.015564e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105094 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -10155654.000000 Penalty: 3762.847656
	Iteration 40F: 3 clusters Score -1.015565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -10155656.000000 Penalty: 3762.847656
	Iteration 41Q: 3 clusters Score -1.015566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -10155647.000000 Penalty: 3762.847656
	Iteration 42Q: 3 clusters Score -1.015565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10155665.000000 Penalty: 3762.847656
	Iteration 43Q: 3 clusters Score -1.015566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10155680.000000 Penalty: 3762.847656
	Iteration 44Q: 3 clusters Score -1.015568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -10155691.000000 Penalty: 3762.847656
	Iteration 45Q: 3 clusters Score -1.015569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -10155687.000000 Penalty: 3762.847656
	Iteration 46Q: 3 clusters Score -1.015569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -10155697.000000 Penalty: 3762.847656
	Iteration 47Q: 3 clusters Score -1.01557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105273 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -10155720.000000 Penalty: 3762.847656
	Iteration 48Q: 3 clusters Score -1.015572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -10155734.000000 Penalty: 3762.847656
	Iteration 49Q: 3 clusters Score -1.015573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10155748.000000 Penalty: 3762.847656
	Iteration 50Q: 3 clusters Score -1.015575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105315 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -10155747.000000 Penalty: 3762.847656
	Iteration 51Q: 3 clusters Score -1.015575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105322 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -10155746.000000 Penalty: 3762.847656
	Iteration 52Q: 3 clusters Score -1.015575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105332 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10155739.000000 Penalty: 3762.847656
	Iteration 53Q: 3 clusters Score -1.015574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105340 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10155739.000000 Penalty: 3762.847656
	Iteration 54Q: 3 clusters Score -1.015574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -10155747.000000 Penalty: 3762.847656
	Iteration 55Q: 3 clusters Score -1.015575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10155769.000000 Penalty: 3762.847656
	Iteration 56Q: 3 clusters Score -1.015577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10155768.000000 Penalty: 3762.847656
	Iteration 57Q: 3 clusters Score -1.015577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105371 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10155764.000000 Penalty: 3762.847656
	Iteration 58Q: 3 clusters Score -1.015576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -10155771.000000 Penalty: 3762.847656
	Iteration 59Q: 3 clusters Score -1.015577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -10155759.000000 Penalty: 3762.847656
	Iteration 60F: 3 clusters Score -1.015576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -10155768.000000 Penalty: 3762.847656
	Iteration 61Q: 3 clusters Score -1.015577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105399 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10155773.000000 Penalty: 3762.847656
	Iteration 62Q: 3 clusters Score -1.015577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105404 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -10155771.000000 Penalty: 3762.847656
	Iteration 63Q: 3 clusters Score -1.015577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -10155765.000000 Penalty: 3762.847656
	Iteration 64Q: 3 clusters Score -1.015576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105406 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -10155770.000000 Penalty: 3762.847656
	Iteration 65Q: 3 clusters Score -1.015577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105406 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -10155770.000000 Penalty: 3762.847656
	Iteration 66F: 3 clusters Score -1.015577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Entering Unmasked Estep 
Score: -298010.375000 Penalty: 1323.793213
	Iteration 0F: 2 clusters Score -298010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -295048.593750 Penalty: 2647.586426
	Iteration 0F: 3 clusters Score -295048.6 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -295864.468750 Penalty: 2647.586426
	Iteration 1F: 3 clusters Score -295864.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -296022.750000 Penalty: 2647.586426
	Iteration 2F: 3 clusters Score -296022.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -296094.906250 Penalty: 2647.586426
	Iteration 3Q: 3 clusters Score -296094.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -296153.437500 Penalty: 2647.586426
	Iteration 4Q: 3 clusters Score -296153.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -296221.312500 Penalty: 2647.586426
	Iteration 5Q: 3 clusters Score -296221.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -296276.906250 Penalty: 2647.586426
	Iteration 6Q: 3 clusters Score -296276.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -296314.968750 Penalty: 2647.586426
	Iteration 7Q: 3 clusters Score -296315 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -296353.062500 Penalty: 2647.586426
	Iteration 8Q: 3 clusters Score -296353.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -296389.156250 Penalty: 2647.586426
	Iteration 9Q: 3 clusters Score -296389.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -296433.781250 Penalty: 2647.586426
	Iteration 10Q: 3 clusters Score -296433.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -296469.500000 Penalty: 2647.586426
	Iteration 11Q: 3 clusters Score -296469.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -296509.000000 Penalty: 2647.586426
	Iteration 12Q: 3 clusters Score -296509 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -296544.843750 Penalty: 2647.586426
	Iteration 13Q: 3 clusters Score -296544.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -296588.593750 Penalty: 2647.586426
	Iteration 14Q: 3 clusters Score -296588.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -296622.937500 Penalty: 2647.586426
	Iteration 15Q: 3 clusters Score -296622.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -296648.625000 Penalty: 2647.586426
	Iteration 16Q: 3 clusters Score -296648.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -296666.250000 Penalty: 2647.586426
	Iteration 17Q: 3 clusters Score -296666.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -296688.687500 Penalty: 2647.586426
	Iteration 18Q: 3 clusters Score -296688.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -296713.562500 Penalty: 2647.586426
	Iteration 19Q: 3 clusters Score -296713.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -296737.125000 Penalty: 2647.586426
	Iteration 20F: 3 clusters Score -296737.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -296753.093750 Penalty: 2647.586426
	Iteration 21Q: 3 clusters Score -296753.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -296763.750000 Penalty: 2647.586426
	Iteration 22Q: 3 clusters Score -296763.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -296776.875000 Penalty: 2647.586426
	Iteration 23Q: 3 clusters Score -296776.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -296788.812500 Penalty: 2647.586426
	Iteration 24Q: 3 clusters Score -296788.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -296797.625000 Penalty: 2647.586426
	Iteration 25Q: 3 clusters Score -296797.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -296804.125000 Penalty: 2647.586426
	Iteration 26Q: 3 clusters Score -296804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -296808.000000 Penalty: 2647.586426
	Iteration 27Q: 3 clusters Score -296808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -296813.406250 Penalty: 2647.586426
	Iteration 28Q: 3 clusters Score -296813.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -296815.875000 Penalty: 2647.586426
	Iteration 29Q: 3 clusters Score -296815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -296819.875000 Penalty: 2647.586426
	Iteration 30Q: 3 clusters Score -296819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -296822.062500 Penalty: 2647.586426
	Iteration 31Q: 3 clusters Score -296822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -296822.843750 Penalty: 2647.586426
	Iteration 32Q: 3 clusters Score -296822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -296823.906250 Penalty: 2647.586426
	Iteration 33Q: 3 clusters Score -296823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -296826.750000 Penalty: 2647.586426
	Iteration 34Q: 3 clusters Score -296826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -296826.968750 Penalty: 2647.586426
	Iteration 35Q: 3 clusters Score -296827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -296827.875000 Penalty: 2647.586426
	Iteration 36Q: 3 clusters Score -296827.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -296829.375000 Penalty: 2647.586426
	Iteration 37Q: 3 clusters Score -296829.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -296830.968750 Penalty: 2647.586426
	Iteration 38Q: 3 clusters Score -296831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -296833.937500 Penalty: 2647.586426
	Iteration 39Q: 3 clusters Score -296833.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -296837.156250 Penalty: 2647.586426
	Iteration 40F: 3 clusters Score -296837.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -296839.250000 Penalty: 2647.586426
	Iteration 41Q: 3 clusters Score -296839.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -296841.468750 Penalty: 2647.586426
	Iteration 42Q: 3 clusters Score -296841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -296842.843750 Penalty: 2647.586426
	Iteration 43Q: 3 clusters Score -296842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -296844.718750 Penalty: 2647.586426
	Iteration 44Q: 3 clusters Score -296844.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -296846.750000 Penalty: 2647.586426
	Iteration 45Q: 3 clusters Score -296846.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -296849.031250 Penalty: 2647.586426
	Iteration 46Q: 3 clusters Score -296849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -296850.562500 Penalty: 2647.586426
	Iteration 47Q: 3 clusters Score -296850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -296851.750000 Penalty: 2647.586426
	Iteration 48Q: 3 clusters Score -296851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -296853.343750 Penalty: 2647.586426
	Iteration 49Q: 3 clusters Score -296853.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -296854.281250 Penalty: 2647.586426
	Iteration 50Q: 3 clusters Score -296854.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -296855.312500 Penalty: 2647.586426
	Iteration 51Q: 3 clusters Score -296855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -296856.281250 Penalty: 2647.586426
	Iteration 52Q: 3 clusters Score -296856.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -296856.781250 Penalty: 2647.586426
	Iteration 53Q: 3 clusters Score -296856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -296857.593750 Penalty: 2647.586426
	Iteration 54Q: 3 clusters Score -296857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -296859.281250 Penalty: 2647.586426
	Iteration 55Q: 3 clusters Score -296859.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -296860.343750 Penalty: 2647.586426
	Iteration 56Q: 3 clusters Score -296860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -296862.906250 Penalty: 2647.586426
	Iteration 57Q: 3 clusters Score -296862.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -296864.781250 Penalty: 2647.586426
	Iteration 58Q: 3 clusters Score -296864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -296866.781250 Penalty: 2647.586426
	Iteration 59Q: 3 clusters Score -296866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -296867.875000 Penalty: 2647.586426
	Iteration 60F: 3 clusters Score -296867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -296868.156250 Penalty: 2647.586426
	Iteration 61Q: 3 clusters Score -296868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -296868.156250 Penalty: 2647.586426
	Iteration 62F: 3 clusters Score -296868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 24469 members 
Mstep: Class 5 contains 23990 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 6068 members 
Mstep: Class 9 contains 1251 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 1928 members 
Mstep: Class 15 contains 15642 members 
Mstep: Class 16 contains 19783 members 
Mstep: Class 17 contains 8630 members 
Mstep: Class 18 contains 18303 members 
Mstep: Class 19 contains 4682 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 5799 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 9722 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 121496 members 
Mstep: Class 26 contains 5824 members 
Mstep: Class 27 contains 106723 members 
Mstep: Class 28 contains 3451 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 30 clusters Score -4.482351e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 4896 members 
Mstep: Class 3 contains 20734 members 
Mstep: Class 4 contains 24455 members 
Mstep: Class 5 contains 23983 members 
Mstep: Class 6 contains 11070 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 6071 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 1668 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 15426 members 
Mstep: Class 16 contains 19782 members 
Mstep: Class 17 contains 8637 members 
Mstep: Class 18 contains 18301 members 
Mstep: Class 19 contains 4682 members 
Mstep: Class 20 contains 10258 members 
Mstep: Class 21 contains 5797 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9723 members 
Mstep: Class 24 contains 2789 members 
Mstep: Class 25 contains 121560 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106689 members 
Mstep: Class 28 contains 3462 members 
Mstep: Class 29 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44823980.000000 Penalty: 61656.300781
Iteration 120F: 30 clusters Score -4.482398e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 20727 members 
Mstep: Class 4 contains 24434 members 
Mstep: Class 5 contains 23968 members 
Mstep: Class 6 contains 11071 members 
Mstep: Class 7 contains 964 members 
Mstep: Class 8 contains 6058 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 2907 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 15216 members 
Mstep: Class 16 contains 19785 members 
Mstep: Class 17 contains 8645 members 
Mstep: Class 18 contains 18298 members 
Mstep: Class 19 contains 4679 members 
Mstep: Class 20 contains 10256 members 
Mstep: Class 21 contains 5800 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9723 members 
Mstep: Class 24 contains 2790 members 
Mstep: Class 25 contains 121465 members 
Mstep: Class 26 contains 5830 members 
Mstep: Class 27 contains 106619 members 
Mstep: Class 28 contains 3447 members 
Mstep: Class 29 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824296.000000 Penalty: 61656.300781
Iteration 121Q: 30 clusters Score -4.48243e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 20718 members 
Mstep: Class 4 contains 24425 members 
Mstep: Class 5 contains 23955 members 
Mstep: Class 6 contains 11074 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 6055 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4840 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 14 contains 2840 members 
Mstep: Class 15 contains 15104 members 
Mstep: Class 16 contains 19787 members 
Mstep: Class 17 contains 8640 members 
Mstep: Class 18 contains 18294 members 
Mstep: Class 19 contains 4677 members 
Mstep: Class 20 contains 10262 members 
Mstep: Class 21 contains 5796 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9722 members 
Mstep: Class 24 contains 2791 members 
Mstep: Class 25 contains 121413 members 
Mstep: Class 26 contains 5831 members 
Mstep: Class 27 contains 106560 members 
Mstep: Class 28 contains 3440 members 
Mstep: Class 29 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824496.000000 Penalty: 61656.300781
Iteration 122Q: 30 clusters Score -4.48245e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 20716 members 
Mstep: Class 4 contains 24413 members 
Mstep: Class 5 contains 23942 members 
Mstep: Class 6 contains 11071 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 6055 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4835 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 14 contains 2950 members 
Mstep: Class 15 contains 15011 members 
Mstep: Class 16 contains 19787 members 
Mstep: Class 17 contains 8637 members 
Mstep: Class 18 contains 18287 members 
Mstep: Class 19 contains 4674 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 2791 members 
Mstep: Class 25 contains 121400 members 
Mstep: Class 26 contains 5834 members 
Mstep: Class 27 contains 106549 members 
Mstep: Class 28 contains 3429 members 
Mstep: Class 29 contains 3021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824492.000000 Penalty: 61656.300781
Iteration 123Q: 30 clusters Score -4.482449e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 4890 members 
Mstep: Class 3 contains 20707 members 
Mstep: Class 4 contains 24410 members 
Mstep: Class 5 contains 23931 members 
Mstep: Class 6 contains 11070 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1205 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4833 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 3016 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 19784 members 
Mstep: Class 17 contains 8642 members 
Mstep: Class 18 contains 18281 members 
Mstep: Class 19 contains 4665 members 
Mstep: Class 20 contains 10268 members 
Mstep: Class 21 contains 5800 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 9723 members 
Mstep: Class 24 contains 2790 members 
Mstep: Class 25 contains 121391 members 
Mstep: Class 26 contains 5837 members 
Mstep: Class 27 contains 106547 members 
Mstep: Class 28 contains 3425 members 
Mstep: Class 29 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824452.000000 Penalty: 61656.300781
Iteration 124Q: 30 clusters Score -4.482445e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20704 members 
Mstep: Class 4 contains 24410 members 
Mstep: Class 5 contains 23922 members 
Mstep: Class 6 contains 11069 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 6048 members 
Mstep: Class 9 contains 1194 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4834 members 
Mstep: Class 12 contains 1660 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 3053 members 
Mstep: Class 15 contains 14929 members 
Mstep: Class 16 contains 19784 members 
Mstep: Class 17 contains 8649 members 
Mstep: Class 18 contains 18281 members 
Mstep: Class 19 contains 4662 members 
Mstep: Class 20 contains 10270 members 
Mstep: Class 21 contains 5803 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 9724 members 
Mstep: Class 24 contains 2788 members 
Mstep: Class 25 contains 121380 members 
Mstep: Class 26 contains 5837 members 
Mstep: Class 27 contains 106535 members 
Mstep: Class 28 contains 3427 members 
Mstep: Class 29 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824552.000000 Penalty: 61656.300781
Iteration 125Q: 30 clusters Score -4.482455e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 20699 members 
Mstep: Class 4 contains 24410 members 
Mstep: Class 5 contains 23909 members 
Mstep: Class 6 contains 11069 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 6046 members 
Mstep: Class 9 contains 1181 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4835 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 2885 members 
Mstep: Class 14 contains 3072 members 
Mstep: Class 15 contains 14910 members 
Mstep: Class 16 contains 19790 members 
Mstep: Class 17 contains 8653 members 
Mstep: Class 18 contains 18285 members 
Mstep: Class 19 contains 4659 members 
Mstep: Class 20 contains 10269 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 9725 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121380 members 
Mstep: Class 26 contains 5836 members 
Mstep: Class 27 contains 106527 members 
Mstep: Class 28 contains 3425 members 
Mstep: Class 29 contains 3141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824544.000000 Penalty: 61656.300781
Iteration 126Q: 30 clusters Score -4.482454e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 20695 members 
Mstep: Class 4 contains 24407 members 
Mstep: Class 5 contains 23911 members 
Mstep: Class 6 contains 11069 members 
Mstep: Class 7 contains 952 members 
Mstep: Class 8 contains 6044 members 
Mstep: Class 9 contains 1178 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4833 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 3092 members 
Mstep: Class 15 contains 14890 members 
Mstep: Class 16 contains 19795 members 
Mstep: Class 17 contains 8660 members 
Mstep: Class 18 contains 18286 members 
Mstep: Class 19 contains 4656 members 
Mstep: Class 20 contains 10270 members 
Mstep: Class 21 contains 5801 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9724 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121380 members 
Mstep: Class 26 contains 5834 members 
Mstep: Class 27 contains 106521 members 
Mstep: Class 28 contains 3423 members 
Mstep: Class 29 contains 3159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824492.000000 Penalty: 61656.300781
Iteration 127Q: 30 clusters Score -4.482449e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 3 contains 20693 members 
Mstep: Class 4 contains 24404 members 
Mstep: Class 5 contains 23909 members 
Mstep: Class 6 contains 11069 members 
Mstep: Class 7 contains 952 members 
Mstep: Class 8 contains 6044 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 14881 members 
Mstep: Class 16 contains 19795 members 
Mstep: Class 17 contains 8662 members 
Mstep: Class 18 contains 18282 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 10271 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9723 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121374 members 
Mstep: Class 26 contains 5833 members 
Mstep: Class 27 contains 106522 members 
Mstep: Class 28 contains 3421 members 
Mstep: Class 29 contains 3179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824520.000000 Penalty: 61656.300781
Iteration 128Q: 30 clusters Score -4.482452e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 4881 members 
Mstep: Class 3 contains 20693 members 
Mstep: Class 4 contains 24402 members 
Mstep: Class 5 contains 23913 members 
Mstep: Class 6 contains 11066 members 
Mstep: Class 7 contains 952 members 
Mstep: Class 8 contains 6047 members 
Mstep: Class 9 contains 1177 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4826 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 14866 members 
Mstep: Class 16 contains 19793 members 
Mstep: Class 17 contains 8666 members 
Mstep: Class 18 contains 18279 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 10274 members 
Mstep: Class 21 contains 5806 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9724 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121376 members 
Mstep: Class 26 contains 5832 members 
Mstep: Class 27 contains 106515 members 
Mstep: Class 28 contains 3414 members 
Mstep: Class 29 contains 3189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824540.000000 Penalty: 61656.300781
Iteration 129Q: 30 clusters Score -4.482454e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 4881 members 
Mstep: Class 3 contains 20691 members 
Mstep: Class 4 contains 24400 members 
Mstep: Class 5 contains 23914 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4825 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 14 contains 3122 members 
Mstep: Class 15 contains 14854 members 
Mstep: Class 16 contains 19793 members 
Mstep: Class 17 contains 8669 members 
Mstep: Class 18 contains 18280 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 10272 members 
Mstep: Class 21 contains 5807 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9723 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121378 members 
Mstep: Class 26 contains 5831 members 
Mstep: Class 27 contains 106513 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824592.000000 Penalty: 61656.300781
Iteration 130Q: 30 clusters Score -4.482459e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 20690 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 23916 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4826 members 
Mstep: Class 12 contains 1645 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3129 members 
Mstep: Class 15 contains 14844 members 
Mstep: Class 16 contains 19795 members 
Mstep: Class 17 contains 8673 members 
Mstep: Class 18 contains 18280 members 
Mstep: Class 19 contains 4653 members 
Mstep: Class 20 contains 10272 members 
Mstep: Class 21 contains 5805 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9722 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121379 members 
Mstep: Class 26 contains 5830 members 
Mstep: Class 27 contains 106510 members 
Mstep: Class 28 contains 3409 members 
Mstep: Class 29 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824556.000000 Penalty: 61656.300781
Iteration 131Q: 30 clusters Score -4.482456e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 20689 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 23919 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4826 members 
Mstep: Class 12 contains 1644 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3132 members 
Mstep: Class 15 contains 14839 members 
Mstep: Class 16 contains 19790 members 
Mstep: Class 17 contains 8676 members 
Mstep: Class 18 contains 18279 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 10271 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9721 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121378 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106508 members 
Mstep: Class 28 contains 3408 members 
Mstep: Class 29 contains 3208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824628.000000 Penalty: 61656.300781
Iteration 132Q: 30 clusters Score -4.482463e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 3 contains 20686 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 23916 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1175 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3133 members 
Mstep: Class 15 contains 14835 members 
Mstep: Class 16 contains 19788 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 18278 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 10272 members 
Mstep: Class 21 contains 5805 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121378 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106509 members 
Mstep: Class 28 contains 3407 members 
Mstep: Class 29 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824656.000000 Penalty: 61656.300781
Iteration 133Q: 30 clusters Score -4.482466e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 4881 members 
Mstep: Class 3 contains 20683 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 23915 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3135 members 
Mstep: Class 15 contains 14834 members 
Mstep: Class 16 contains 19787 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 18276 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 10274 members 
Mstep: Class 21 contains 5805 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9718 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106510 members 
Mstep: Class 28 contains 3408 members 
Mstep: Class 29 contains 3214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824672.000000 Penalty: 61656.300781
Iteration 134Q: 30 clusters Score -4.482467e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 3 contains 20677 members 
Mstep: Class 4 contains 24402 members 
Mstep: Class 5 contains 23918 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3135 members 
Mstep: Class 15 contains 14835 members 
Mstep: Class 16 contains 19787 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 18276 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 10275 members 
Mstep: Class 21 contains 5805 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9718 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106507 members 
Mstep: Class 28 contains 3407 members 
Mstep: Class 29 contains 3215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824660.000000 Penalty: 61656.300781
Iteration 135Q: 30 clusters Score -4.482466e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 4881 members 
Mstep: Class 3 contains 20677 members 
Mstep: Class 4 contains 24403 members 
Mstep: Class 5 contains 23921 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1645 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3137 members 
Mstep: Class 15 contains 14830 members 
Mstep: Class 16 contains 19790 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 18276 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 10274 members 
Mstep: Class 21 contains 5805 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9717 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106503 members 
Mstep: Class 28 contains 3407 members 
Mstep: Class 29 contains 3215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824664.000000 Penalty: 61656.300781
Iteration 136Q: 30 clusters Score -4.482466e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 20676 members 
Mstep: Class 4 contains 24402 members 
Mstep: Class 5 contains 23921 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1643 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 14826 members 
Mstep: Class 16 contains 19791 members 
Mstep: Class 17 contains 8695 members 
Mstep: Class 18 contains 18276 members 
Mstep: Class 19 contains 4652 members 
Mstep: Class 20 contains 10275 members 
Mstep: Class 21 contains 5805 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9713 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106503 members 
Mstep: Class 28 contains 3409 members 
Mstep: Class 29 contains 3215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824668.000000 Penalty: 61656.300781
Iteration 137Q: 30 clusters Score -4.482467e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 20674 members 
Mstep: Class 4 contains 24399 members 
Mstep: Class 5 contains 23922 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3142 members 
Mstep: Class 15 contains 14823 members 
Mstep: Class 16 contains 19792 members 
Mstep: Class 17 contains 8702 members 
Mstep: Class 18 contains 18276 members 
Mstep: Class 19 contains 4651 members 
Mstep: Class 20 contains 10275 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9710 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106504 members 
Mstep: Class 28 contains 3408 members 
Mstep: Class 29 contains 3215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824652.000000 Penalty: 61656.300781
Iteration 138Q: 30 clusters Score -4.482465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 20675 members 
Mstep: Class 4 contains 24398 members 
Mstep: Class 5 contains 23919 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 14819 members 
Mstep: Class 16 contains 19794 members 
Mstep: Class 17 contains 8705 members 
Mstep: Class 18 contains 18277 members 
Mstep: Class 19 contains 4651 members 
Mstep: Class 20 contains 10274 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9708 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106504 members 
Mstep: Class 28 contains 3407 members 
Mstep: Class 29 contains 3215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824688.000000 Penalty: 61656.300781
Iteration 139Q: 30 clusters Score -4.482469e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 4888 members 
Mstep: Class 3 contains 20676 members 
Mstep: Class 4 contains 24400 members 
Mstep: Class 5 contains 23915 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3147 members 
Mstep: Class 15 contains 14816 members 
Mstep: Class 16 contains 19794 members 
Mstep: Class 17 contains 8705 members 
Mstep: Class 18 contains 18277 members 
Mstep: Class 19 contains 4651 members 
Mstep: Class 20 contains 10273 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9704 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106506 members 
Mstep: Class 28 contains 3406 members 
Mstep: Class 29 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824700.000000 Penalty: 61656.300781
Iteration 140F: 30 clusters Score -4.48247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 20677 members 
Mstep: Class 4 contains 24400 members 
Mstep: Class 5 contains 23908 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 14816 members 
Mstep: Class 16 contains 19796 members 
Mstep: Class 17 contains 8704 members 
Mstep: Class 18 contains 18278 members 
Mstep: Class 19 contains 4652 members 
Mstep: Class 20 contains 10272 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9702 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106510 members 
Mstep: Class 28 contains 3406 members 
Mstep: Class 29 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824696.000000 Penalty: 61656.300781
Iteration 141Q: 30 clusters Score -4.48247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 20676 members 
Mstep: Class 4 contains 24400 members 
Mstep: Class 5 contains 23901 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 14816 members 
Mstep: Class 16 contains 19797 members 
Mstep: Class 17 contains 8704 members 
Mstep: Class 18 contains 18278 members 
Mstep: Class 19 contains 4651 members 
Mstep: Class 20 contains 10273 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106512 members 
Mstep: Class 28 contains 3406 members 
Mstep: Class 29 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824676.000000 Penalty: 61656.300781
Iteration 142Q: 30 clusters Score -4.482468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 20675 members 
Mstep: Class 4 contains 24398 members 
Mstep: Class 5 contains 23901 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 14817 members 
Mstep: Class 16 contains 19797 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 18278 members 
Mstep: Class 19 contains 4650 members 
Mstep: Class 20 contains 10273 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106515 members 
Mstep: Class 28 contains 3405 members 
Mstep: Class 29 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824688.000000 Penalty: 61656.300781
Iteration 143Q: 30 clusters Score -4.482469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 20674 members 
Mstep: Class 4 contains 24398 members 
Mstep: Class 5 contains 23900 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 14817 members 
Mstep: Class 16 contains 19797 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 18279 members 
Mstep: Class 19 contains 4649 members 
Mstep: Class 20 contains 10274 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106515 members 
Mstep: Class 28 contains 3405 members 
Mstep: Class 29 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824700.000000 Penalty: 61656.300781
Iteration 144Q: 30 clusters Score -4.48247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 20672 members 
Mstep: Class 4 contains 24397 members 
Mstep: Class 5 contains 23899 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 14817 members 
Mstep: Class 16 contains 19797 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 18279 members 
Mstep: Class 19 contains 4648 members 
Mstep: Class 20 contains 10274 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106516 members 
Mstep: Class 28 contains 3404 members 
Mstep: Class 29 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824660.000000 Penalty: 61656.300781
Iteration 145Q: 30 clusters Score -4.482466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 4888 members 
Mstep: Class 3 contains 20673 members 
Mstep: Class 4 contains 24396 members 
Mstep: Class 5 contains 23896 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 14817 members 
Mstep: Class 16 contains 19797 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 18280 members 
Mstep: Class 19 contains 4647 members 
Mstep: Class 20 contains 10275 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9699 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106515 members 
Mstep: Class 28 contains 3402 members 
Mstep: Class 29 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824680.000000 Penalty: 61656.300781
Iteration 146Q: 30 clusters Score -4.482468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 4890 members 
Mstep: Class 3 contains 20672 members 
Mstep: Class 4 contains 24394 members 
Mstep: Class 5 contains 23896 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 14817 members 
Mstep: Class 16 contains 19797 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 18280 members 
Mstep: Class 19 contains 4645 members 
Mstep: Class 20 contains 10275 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9696 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106517 members 
Mstep: Class 28 contains 3403 members 
Mstep: Class 29 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824696.000000 Penalty: 61656.300781
Iteration 147Q: 30 clusters Score -4.48247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 20672 members 
Mstep: Class 4 contains 24394 members 
Mstep: Class 5 contains 23895 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 14817 members 
Mstep: Class 16 contains 19797 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 18280 members 
Mstep: Class 19 contains 4645 members 
Mstep: Class 20 contains 10275 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9695 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106516 members 
Mstep: Class 28 contains 3403 members 
Mstep: Class 29 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824680.000000 Penalty: 61656.300781
Iteration 148Q: 30 clusters Score -4.482468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 20672 members 
Mstep: Class 4 contains 24394 members 
Mstep: Class 5 contains 23894 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 14817 members 
Mstep: Class 16 contains 19796 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 18280 members 
Mstep: Class 19 contains 4645 members 
Mstep: Class 20 contains 10275 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9695 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106517 members 
Mstep: Class 28 contains 3403 members 
Mstep: Class 29 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824680.000000 Penalty: 61656.300781
Iteration 149Q: 30 clusters Score -4.482468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 20672 members 
Mstep: Class 4 contains 24394 members 
Mstep: Class 5 contains 23894 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 14817 members 
Mstep: Class 16 contains 19796 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 18280 members 
Mstep: Class 19 contains 4645 members 
Mstep: Class 20 contains 10275 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9695 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106517 members 
Mstep: Class 28 contains 3403 members 
Mstep: Class 29 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824680.000000 Penalty: 61656.300781
Iteration 150F: 30 clusters Score -4.482468e+07 nChanged 0
Entering ConstructFrom: 
Score: -44824680.000000 Penalty: 61656.300781
Entering ConstructFrom: 
Trying to split cluster 1 (37272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Entering Unmasked Estep 
Score: -3614346.000000 Penalty: 1710.474731
	Iteration 0F: 2 clusters Score -3614346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3589337.500000 Penalty: 3420.949463
	Iteration 0F: 3 clusters Score -3589338 nChanged 17216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3598765.500000 Penalty: 3420.949463
	Iteration 1F: 3 clusters Score -3598766 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3599100.750000 Penalty: 3420.949463
	Iteration 2Q: 3 clusters Score -3599101 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3599424.250000 Penalty: 3420.949463
	Iteration 3Q: 3 clusters Score -3599424 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3599763.500000 Penalty: 3420.949463
	Iteration 4Q: 3 clusters Score -3599764 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3600131.750000 Penalty: 3420.949463
	Iteration 5Q: 3 clusters Score -3600132 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -3600525.750000 Penalty: 3420.949463
	Iteration 6Q: 3 clusters Score -3600526 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3601040.250000 Penalty: 3420.949463
	Iteration 7Q: 3 clusters Score -3601040 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3601713.250000 Penalty: 3420.949463
	Iteration 8Q: 3 clusters Score -3601713 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3602679.500000 Penalty: 3420.949463
	Iteration 9Q: 3 clusters Score -3602680 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3603894.000000 Penalty: 3420.949463
	Iteration 10F: 3 clusters Score -3603894 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3605119.000000 Penalty: 3420.949463
	Iteration 11F: 3 clusters Score -3605119 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3606261.500000 Penalty: 3420.949463
	Iteration 12Q: 3 clusters Score -3606262 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3607169.000000 Penalty: 3420.949463
	Iteration 13Q: 3 clusters Score -3607169 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3607805.000000 Penalty: 3420.949463
	Iteration 14Q: 3 clusters Score -3607805 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -3608370.250000 Penalty: 3420.949463
	Iteration 15Q: 3 clusters Score -3608370 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -3608938.750000 Penalty: 3420.949463
	Iteration 16Q: 3 clusters Score -3608939 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3609415.500000 Penalty: 3420.949463
	Iteration 17Q: 3 clusters Score -3609416 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3609854.000000 Penalty: 3420.949463
	Iteration 18Q: 3 clusters Score -3609854 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3610319.500000 Penalty: 3420.949463
	Iteration 19Q: 3 clusters Score -3610320 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3610756.500000 Penalty: 3420.949463
	Iteration 20F: 3 clusters Score -3610756 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3611211.250000 Penalty: 3420.949463
	Iteration 21Q: 3 clusters Score -3611211 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3611691.250000 Penalty: 3420.949463
	Iteration 22Q: 3 clusters Score -3611691 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3612083.750000 Penalty: 3420.949463
	Iteration 23Q: 3 clusters Score -3612084 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3612377.500000 Penalty: 3420.949463
	Iteration 24Q: 3 clusters Score -3612378 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3612566.750000 Penalty: 3420.949463
	Iteration 25Q: 3 clusters Score -3612567 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3612655.500000 Penalty: 3420.949463
	Iteration 26Q: 3 clusters Score -3612656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3612696.000000 Penalty: 3420.949463
	Iteration 27Q: 3 clusters Score -3612696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3612726.500000 Penalty: 3420.949463
	Iteration 28Q: 3 clusters Score -3612726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3612754.250000 Penalty: 3420.949463
	Iteration 29Q: 3 clusters Score -3612754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3612768.750000 Penalty: 3420.949463
	Iteration 30Q: 3 clusters Score -3612769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3612784.000000 Penalty: 3420.949463
	Iteration 31Q: 3 clusters Score -3612784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3612795.750000 Penalty: 3420.949463
	Iteration 32Q: 3 clusters Score -3612796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3612803.250000 Penalty: 3420.949463
	Iteration 33Q: 3 clusters Score -3612803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3612814.250000 Penalty: 3420.949463
	Iteration 34Q: 3 clusters Score -3612814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3612820.500000 Penalty: 3420.949463
	Iteration 35Q: 3 clusters Score -3612820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3612829.750000 Penalty: 3420.949463
	Iteration 36Q: 3 clusters Score -3612830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3612834.250000 Penalty: 3420.949463
	Iteration 37Q: 3 clusters Score -3612834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3612835.500000 Penalty: 3420.949463
	Iteration 38Q: 3 clusters Score -3612836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3612842.000000 Penalty: 3420.949463
	Iteration 39Q: 3 clusters Score -3612842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3612842.000000 Penalty: 3420.949463
	Iteration 40F: 3 clusters Score -3612842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Entering Unmasked Estep 
Score: -466390.625000 Penalty: 1380.495483
	Iteration 0F: 2 clusters Score -466390.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -462426.812500 Penalty: 2760.990967
	Iteration 0F: 3 clusters Score -462426.8 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -463551.437500 Penalty: 2760.990967
	Iteration 1F: 3 clusters Score -463551.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -463731.500000 Penalty: 2760.990967
	Iteration 2F: 3 clusters Score -463731.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -463830.531250 Penalty: 2760.990967
	Iteration 3Q: 3 clusters Score -463830.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -463906.062500 Penalty: 2760.990967
	Iteration 4Q: 3 clusters Score -463906.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -463961.031250 Penalty: 2760.990967
	Iteration 5Q: 3 clusters Score -463961 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -464010.875000 Penalty: 2760.990967
	Iteration 6Q: 3 clusters Score -464010.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -464063.843750 Penalty: 2760.990967
	Iteration 7Q: 3 clusters Score -464063.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -464120.406250 Penalty: 2760.990967
	Iteration 8Q: 3 clusters Score -464120.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -464163.875000 Penalty: 2760.990967
	Iteration 9Q: 3 clusters Score -464163.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -464205.250000 Penalty: 2760.990967
	Iteration 10Q: 3 clusters Score -464205.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -464251.531250 Penalty: 2760.990967
	Iteration 11Q: 3 clusters Score -464251.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -464294.062500 Penalty: 2760.990967
	Iteration 12Q: 3 clusters Score -464294.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -464337.468750 Penalty: 2760.990967
	Iteration 13Q: 3 clusters Score -464337.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -464389.250000 Penalty: 2760.990967
	Iteration 14Q: 3 clusters Score -464389.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -464454.093750 Penalty: 2760.990967
	Iteration 15Q: 3 clusters Score -464454.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -464549.156250 Penalty: 2760.990967
	Iteration 16Q: 3 clusters Score -464549.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -464648.312500 Penalty: 2760.990967
	Iteration 17Q: 3 clusters Score -464648.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -464742.687500 Penalty: 2760.990967
	Iteration 18Q: 3 clusters Score -464742.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -464821.000000 Penalty: 2760.990967
	Iteration 19Q: 3 clusters Score -464821 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -464885.687500 Penalty: 2760.990967
	Iteration 20F: 3 clusters Score -464885.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -464923.906250 Penalty: 2760.990967
	Iteration 21Q: 3 clusters Score -464923.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -464957.062500 Penalty: 2760.990967
	Iteration 22Q: 3 clusters Score -464957.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -465001.343750 Penalty: 2760.990967
	Iteration 23Q: 3 clusters Score -465001.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -465047.156250 Penalty: 2760.990967
	Iteration 24Q: 3 clusters Score -465047.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -465097.875000 Penalty: 2760.990967
	Iteration 25Q: 3 clusters Score -465097.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -465144.000000 Penalty: 2760.990967
	Iteration 26Q: 3 clusters Score -465144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -465176.593750 Penalty: 2760.990967
	Iteration 27Q: 3 clusters Score -465176.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -465202.500000 Penalty: 2760.990967
	Iteration 28Q: 3 clusters Score -465202.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -465220.656250 Penalty: 2760.990967
	Iteration 29Q: 3 clusters Score -465220.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -465231.593750 Penalty: 2760.990967
	Iteration 30Q: 3 clusters Score -465231.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -465240.281250 Penalty: 2760.990967
	Iteration 31Q: 3 clusters Score -465240.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -465247.781250 Penalty: 2760.990967
	Iteration 32Q: 3 clusters Score -465247.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -465255.906250 Penalty: 2760.990967
	Iteration 33Q: 3 clusters Score -465255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -465257.906250 Penalty: 2760.990967
	Iteration 34Q: 3 clusters Score -465257.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -465259.718750 Penalty: 2760.990967
	Iteration 35Q: 3 clusters Score -465259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -465261.750000 Penalty: 2760.990967
	Iteration 36Q: 3 clusters Score -465261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -465262.062500 Penalty: 2760.990967
	Iteration 37Q: 3 clusters Score -465262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -465262.656250 Penalty: 2760.990967
	Iteration 38Q: 3 clusters Score -465262.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -465262.656250 Penalty: 2760.990967
	Iteration 39F: 3 clusters Score -465262.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Entering Unmasked Estep 
Score: -2022379.625000 Penalty: 1614.687134
	Iteration 0F: 2 clusters Score -2022380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2008222.875000 Penalty: 3229.374268
	Iteration 0F: 3 clusters Score -2008223 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2013304.500000 Penalty: 3229.374268
	Iteration 1F: 3 clusters Score -2013304 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2013574.625000 Penalty: 3229.374268
	Iteration 2Q: 3 clusters Score -2013575 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2013808.500000 Penalty: 3229.374268
	Iteration 3Q: 3 clusters Score -2013808 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2014022.625000 Penalty: 3229.374268
	Iteration 4Q: 3 clusters Score -2014023 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2014228.500000 Penalty: 3229.374268
	Iteration 5Q: 3 clusters Score -2014228 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2014464.875000 Penalty: 3229.374268
	Iteration 6Q: 3 clusters Score -2014465 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2014789.375000 Penalty: 3229.374268
	Iteration 7Q: 3 clusters Score -2014789 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2015154.625000 Penalty: 3229.374268
	Iteration 8Q: 3 clusters Score -2015155 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2015601.250000 Penalty: 3229.374268
	Iteration 9Q: 3 clusters Score -2015601 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2016110.375000 Penalty: 3229.374268
	Iteration 10Q: 3 clusters Score -2016110 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2016775.125000 Penalty: 3229.374268
	Iteration 11F: 3 clusters Score -2016775 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2017540.875000 Penalty: 3229.374268
	Iteration 12F: 3 clusters Score -2017541 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2018394.500000 Penalty: 3229.374268
	Iteration 13F: 3 clusters Score -2018394 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2019238.250000 Penalty: 3229.374268
	Iteration 14Q: 3 clusters Score -2019238 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2019904.125000 Penalty: 3229.374268
	Iteration 15Q: 3 clusters Score -2019904 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2020361.875000 Penalty: 3229.374268
	Iteration 16Q: 3 clusters Score -2020362 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2020629.750000 Penalty: 3229.374268
	Iteration 17Q: 3 clusters Score -2020630 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2020764.750000 Penalty: 3229.374268
	Iteration 18Q: 3 clusters Score -2020765 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2020844.000000 Penalty: 3229.374268
	Iteration 19Q: 3 clusters Score -2020844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2020906.500000 Penalty: 3229.374268
	Iteration 20F: 3 clusters Score -2020906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2020946.625000 Penalty: 3229.374268
	Iteration 21Q: 3 clusters Score -2020947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2020967.500000 Penalty: 3229.374268
	Iteration 22Q: 3 clusters Score -2020968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2020981.000000 Penalty: 3229.374268
	Iteration 23Q: 3 clusters Score -2020981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2020983.125000 Penalty: 3229.374268
	Iteration 24Q: 3 clusters Score -2020983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2020991.000000 Penalty: 3229.374268
	Iteration 25Q: 3 clusters Score -2020991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2020993.250000 Penalty: 3229.374268
	Iteration 26Q: 3 clusters Score -2020993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2020996.375000 Penalty: 3229.374268
	Iteration 27Q: 3 clusters Score -2020996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2020999.125000 Penalty: 3229.374268
	Iteration 28Q: 3 clusters Score -2020999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2021001.625000 Penalty: 3229.374268
	Iteration 29Q: 3 clusters Score -2021002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2021005.000000 Penalty: 3229.374268
	Iteration 30Q: 3 clusters Score -2021005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2021009.000000 Penalty: 3229.374268
	Iteration 31Q: 3 clusters Score -2021009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2021017.250000 Penalty: 3229.374268
	Iteration 32Q: 3 clusters Score -2021017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2021016.500000 Penalty: 3229.374268
	Iteration 33Q: 3 clusters Score -2021016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2021018.500000 Penalty: 3229.374268
	Iteration 34Q: 3 clusters Score -2021018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2021018.500000 Penalty: 3229.374268
	Iteration 35F: 3 clusters Score -2021018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Entering Unmasked Estep 
Score: -2368727.500000 Penalty: 1641.590088
	Iteration 0F: 2 clusters Score -2368728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2352086.750000 Penalty: 3283.180176
	Iteration 0F: 3 clusters Score -2352087 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2358211.750000 Penalty: 3283.180176
	Iteration 1F: 3 clusters Score -2358212 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2358610.500000 Penalty: 3283.180176
	Iteration 2Q: 3 clusters Score -2358610 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2358998.500000 Penalty: 3283.180176
	Iteration 3Q: 3 clusters Score -2358998 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2359450.500000 Penalty: 3283.180176
	Iteration 4Q: 3 clusters Score -2359450 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2360054.000000 Penalty: 3283.180176
	Iteration 5F: 3 clusters Score -2360054 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2360721.750000 Penalty: 3283.180176
	Iteration 6F: 3 clusters Score -2360722 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2361493.250000 Penalty: 3283.180176
	Iteration 7F: 3 clusters Score -2361493 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2362339.750000 Penalty: 3283.180176
	Iteration 8F: 3 clusters Score -2362340 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2363237.500000 Penalty: 3283.180176
	Iteration 9F: 3 clusters Score -2363238 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2364132.250000 Penalty: 3283.180176
	Iteration 10F: 3 clusters Score -2364132 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2364976.500000 Penalty: 3283.180176
	Iteration 11Q: 3 clusters Score -2364976 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2365647.750000 Penalty: 3283.180176
	Iteration 12Q: 3 clusters Score -2365648 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2366210.000000 Penalty: 3283.180176
	Iteration 13Q: 3 clusters Score -2366210 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2366597.000000 Penalty: 3283.180176
	Iteration 14Q: 3 clusters Score -2366597 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2366848.500000 Penalty: 3283.180176
	Iteration 15Q: 3 clusters Score -2366848 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2367023.250000 Penalty: 3283.180176
	Iteration 16Q: 3 clusters Score -2367023 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2367140.250000 Penalty: 3283.180176
	Iteration 17Q: 3 clusters Score -2367140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2367208.500000 Penalty: 3283.180176
	Iteration 18Q: 3 clusters Score -2367208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2367246.000000 Penalty: 3283.180176
	Iteration 19Q: 3 clusters Score -2367246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2367275.250000 Penalty: 3283.180176
	Iteration 20F: 3 clusters Score -2367275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2367296.500000 Penalty: 3283.180176
	Iteration 21Q: 3 clusters Score -2367296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2367312.000000 Penalty: 3283.180176
	Iteration 22Q: 3 clusters Score -2367312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2367323.500000 Penalty: 3283.180176
	Iteration 23Q: 3 clusters Score -2367324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2367333.000000 Penalty: 3283.180176
	Iteration 24Q: 3 clusters Score -2367333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2367335.750000 Penalty: 3283.180176
	Iteration 25Q: 3 clusters Score -2367336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2367345.500000 Penalty: 3283.180176
	Iteration 26Q: 3 clusters Score -2367346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2367346.500000 Penalty: 3283.180176
	Iteration 27Q: 3 clusters Score -2367346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2367351.750000 Penalty: 3283.180176
	Iteration 28Q: 3 clusters Score -2367352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2367353.000000 Penalty: 3283.180176
	Iteration 29Q: 3 clusters Score -2367353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2367360.500000 Penalty: 3283.180176
	Iteration 30Q: 3 clusters Score -2367360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2367360.750000 Penalty: 3283.180176
	Iteration 31Q: 3 clusters Score -2367361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2367362.250000 Penalty: 3283.180176
	Iteration 32Q: 3 clusters Score -2367362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2367362.750000 Penalty: 3283.180176
	Iteration 33Q: 3 clusters Score -2367363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2367362.750000 Penalty: 3283.180176
	Iteration 34F: 3 clusters Score -2367363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Entering Unmasked Estep 
Score: -2312531.000000 Penalty: 1638.224731
	Iteration 0F: 2 clusters Score -2312531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2296314.750000 Penalty: 3276.449463
	Iteration 0F: 3 clusters Score -2296315 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2302296.250000 Penalty: 3276.449463
	Iteration 1F: 3 clusters Score -2302296 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2302641.000000 Penalty: 3276.449463
	Iteration 2Q: 3 clusters Score -2302641 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2302955.250000 Penalty: 3276.449463
	Iteration 3Q: 3 clusters Score -2302955 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2303245.750000 Penalty: 3276.449463
	Iteration 4Q: 3 clusters Score -2303246 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2303600.000000 Penalty: 3276.449463
	Iteration 5Q: 3 clusters Score -2303600 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2304064.000000 Penalty: 3276.449463
	Iteration 6Q: 3 clusters Score -2304064 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2304708.000000 Penalty: 3276.449463
	Iteration 7Q: 3 clusters Score -2304708 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2305535.750000 Penalty: 3276.449463
	Iteration 8F: 3 clusters Score -2305536 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2306597.250000 Penalty: 3276.449463
	Iteration 9F: 3 clusters Score -2306597 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2307447.000000 Penalty: 3276.449463
	Iteration 10F: 3 clusters Score -2307447 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2307891.000000 Penalty: 3276.449463
	Iteration 11Q: 3 clusters Score -2307891 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2308085.750000 Penalty: 3276.449463
	Iteration 12Q: 3 clusters Score -2308086 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2308197.750000 Penalty: 3276.449463
	Iteration 13Q: 3 clusters Score -2308198 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2308288.250000 Penalty: 3276.449463
	Iteration 14Q: 3 clusters Score -2308288 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2308371.750000 Penalty: 3276.449463
	Iteration 15Q: 3 clusters Score -2308372 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2308446.250000 Penalty: 3276.449463
	Iteration 16Q: 3 clusters Score -2308446 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2308505.500000 Penalty: 3276.449463
	Iteration 17Q: 3 clusters Score -2308506 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2308567.250000 Penalty: 3276.449463
	Iteration 18Q: 3 clusters Score -2308567 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2308628.250000 Penalty: 3276.449463
	Iteration 19Q: 3 clusters Score -2308628 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2308697.750000 Penalty: 3276.449463
	Iteration 20F: 3 clusters Score -2308698 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2308737.250000 Penalty: 3276.449463
	Iteration 21Q: 3 clusters Score -2308737 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2308771.500000 Penalty: 3276.449463
	Iteration 22Q: 3 clusters Score -2308772 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2308818.000000 Penalty: 3276.449463
	Iteration 23Q: 3 clusters Score -2308818 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2308865.500000 Penalty: 3276.449463
	Iteration 24Q: 3 clusters Score -2308866 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2308907.000000 Penalty: 3276.449463
	Iteration 25Q: 3 clusters Score -2308907 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2308933.750000 Penalty: 3276.449463
	Iteration 26Q: 3 clusters Score -2308934 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2308973.750000 Penalty: 3276.449463
	Iteration 27Q: 3 clusters Score -2308974 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2309002.500000 Penalty: 3276.449463
	Iteration 28Q: 3 clusters Score -2309002 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2309029.000000 Penalty: 3276.449463
	Iteration 29Q: 3 clusters Score -2309029 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2309050.000000 Penalty: 3276.449463
	Iteration 30Q: 3 clusters Score -2309050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2309067.250000 Penalty: 3276.449463
	Iteration 31Q: 3 clusters Score -2309067 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2309082.000000 Penalty: 3276.449463
	Iteration 32Q: 3 clusters Score -2309082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2309085.500000 Penalty: 3276.449463
	Iteration 33Q: 3 clusters Score -2309086 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2309104.250000 Penalty: 3276.449463
	Iteration 34Q: 3 clusters Score -2309104 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2309115.750000 Penalty: 3276.449463
	Iteration 35Q: 3 clusters Score -2309116 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2309129.000000 Penalty: 3276.449463
	Iteration 36Q: 3 clusters Score -2309129 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2309143.500000 Penalty: 3276.449463
	Iteration 37Q: 3 clusters Score -2309144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2309164.750000 Penalty: 3276.449463
	Iteration 38Q: 3 clusters Score -2309165 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2309194.500000 Penalty: 3276.449463
	Iteration 39Q: 3 clusters Score -2309194 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2309201.500000 Penalty: 3276.449463
	Iteration 40F: 3 clusters Score -2309202 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2309224.250000 Penalty: 3276.449463
	Iteration 41Q: 3 clusters Score -2309224 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2309255.500000 Penalty: 3276.449463
	Iteration 42Q: 3 clusters Score -2309256 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2309266.000000 Penalty: 3276.449463
	Iteration 43Q: 3 clusters Score -2309266 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2309273.250000 Penalty: 3276.449463
	Iteration 44Q: 3 clusters Score -2309273 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2309289.750000 Penalty: 3276.449463
	Iteration 45Q: 3 clusters Score -2309290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2309308.750000 Penalty: 3276.449463
	Iteration 46Q: 3 clusters Score -2309309 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2309327.750000 Penalty: 3276.449463
	Iteration 47Q: 3 clusters Score -2309328 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2309345.000000 Penalty: 3276.449463
	Iteration 48Q: 3 clusters Score -2309345 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2309374.500000 Penalty: 3276.449463
	Iteration 49Q: 3 clusters Score -2309374 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2309383.750000 Penalty: 3276.449463
	Iteration 50Q: 3 clusters Score -2309384 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2309422.750000 Penalty: 3276.449463
	Iteration 51Q: 3 clusters Score -2309423 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2309448.250000 Penalty: 3276.449463
	Iteration 52Q: 3 clusters Score -2309448 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2309467.500000 Penalty: 3276.449463
	Iteration 53Q: 3 clusters Score -2309468 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2309502.000000 Penalty: 3276.449463
	Iteration 54Q: 3 clusters Score -2309502 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2309534.500000 Penalty: 3276.449463
	Iteration 55Q: 3 clusters Score -2309534 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2309590.750000 Penalty: 3276.449463
	Iteration 56Q: 3 clusters Score -2309591 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2309624.750000 Penalty: 3276.449463
	Iteration 57Q: 3 clusters Score -2309625 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2309673.000000 Penalty: 3276.449463
	Iteration 58Q: 3 clusters Score -2309673 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2309729.000000 Penalty: 3276.449463
	Iteration 59Q: 3 clusters Score -2309729 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2309777.500000 Penalty: 3276.449463
	Iteration 60F: 3 clusters Score -2309778 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2309816.000000 Penalty: 3276.449463
	Iteration 61Q: 3 clusters Score -2309816 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2309862.750000 Penalty: 3276.449463
	Iteration 62Q: 3 clusters Score -2309863 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2309916.000000 Penalty: 3276.449463
	Iteration 63Q: 3 clusters Score -2309916 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2309961.750000 Penalty: 3276.449463
	Iteration 64Q: 3 clusters Score -2309962 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2310031.250000 Penalty: 3276.449463
	Iteration 65Q: 3 clusters Score -2310031 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2310104.500000 Penalty: 3276.449463
	Iteration 66Q: 3 clusters Score -2310104 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2310168.000000 Penalty: 3276.449463
	Iteration 67Q: 3 clusters Score -2310168 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2310221.250000 Penalty: 3276.449463
	Iteration 68Q: 3 clusters Score -2310221 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2310288.750000 Penalty: 3276.449463
	Iteration 69Q: 3 clusters Score -2310289 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2310333.000000 Penalty: 3276.449463
	Iteration 70Q: 3 clusters Score -2310333 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2310392.500000 Penalty: 3276.449463
	Iteration 71Q: 3 clusters Score -2310392 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2310442.250000 Penalty: 3276.449463
	Iteration 72Q: 3 clusters Score -2310442 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2310493.000000 Penalty: 3276.449463
	Iteration 73Q: 3 clusters Score -2310493 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2310550.750000 Penalty: 3276.449463
	Iteration 74Q: 3 clusters Score -2310551 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2310602.500000 Penalty: 3276.449463
	Iteration 75Q: 3 clusters Score -2310602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2310642.750000 Penalty: 3276.449463
	Iteration 76Q: 3 clusters Score -2310643 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2310687.750000 Penalty: 3276.449463
	Iteration 77Q: 3 clusters Score -2310688 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2310728.500000 Penalty: 3276.449463
	Iteration 78Q: 3 clusters Score -2310728 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2310783.250000 Penalty: 3276.449463
	Iteration 79Q: 3 clusters Score -2310783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2310821.750000 Penalty: 3276.449463
	Iteration 80F: 3 clusters Score -2310822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2310856.750000 Penalty: 3276.449463
	Iteration 81Q: 3 clusters Score -2310857 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2310892.250000 Penalty: 3276.449463
	Iteration 82Q: 3 clusters Score -2310892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2310923.500000 Penalty: 3276.449463
	Iteration 83Q: 3 clusters Score -2310924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2310950.000000 Penalty: 3276.449463
	Iteration 84Q: 3 clusters Score -2310950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2310980.500000 Penalty: 3276.449463
	Iteration 85Q: 3 clusters Score -2310980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2310999.000000 Penalty: 3276.449463
	Iteration 86Q: 3 clusters Score -2310999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2311007.250000 Penalty: 3276.449463
	Iteration 87Q: 3 clusters Score -2311007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2311019.750000 Penalty: 3276.449463
	Iteration 88Q: 3 clusters Score -2311020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2311035.250000 Penalty: 3276.449463
	Iteration 89Q: 3 clusters Score -2311035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2311047.000000 Penalty: 3276.449463
	Iteration 90Q: 3 clusters Score -2311047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2311060.000000 Penalty: 3276.449463
	Iteration 91Q: 3 clusters Score -2311060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2311066.000000 Penalty: 3276.449463
	Iteration 92Q: 3 clusters Score -2311066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2311080.000000 Penalty: 3276.449463
	Iteration 93Q: 3 clusters Score -2311080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2311092.250000 Penalty: 3276.449463
	Iteration 94Q: 3 clusters Score -2311092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2311098.750000 Penalty: 3276.449463
	Iteration 95Q: 3 clusters Score -2311099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2311108.250000 Penalty: 3276.449463
	Iteration 96Q: 3 clusters Score -2311108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2311108.500000 Penalty: 3276.449463
	Iteration 97Q: 3 clusters Score -2311108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2311109.750000 Penalty: 3276.449463
	Iteration 98Q: 3 clusters Score -2311110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2311113.750000 Penalty: 3276.449463
	Iteration 99Q: 3 clusters Score -2311114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2311117.500000 Penalty: 3276.449463
	Iteration 100F: 3 clusters Score -2311118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2311120.000000 Penalty: 3276.449463
	Iteration 101Q: 3 clusters Score -2311120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2311125.000000 Penalty: 3276.449463
	Iteration 102Q: 3 clusters Score -2311125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2311126.750000 Penalty: 3276.449463
	Iteration 103Q: 3 clusters Score -2311127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2311126.750000 Penalty: 3276.449463
	Iteration 104Q: 3 clusters Score -2311127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2311126.750000 Penalty: 3276.449463
	Iteration 105F: 3 clusters Score -2311127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -1056536.625000 Penalty: 1513.096191
	Iteration 0F: 2 clusters Score -1056537 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 5432 members 
Entering Unmasked Estep 
Score: -1048713.000000 Penalty: 3026.192383
	Iteration 0F: 3 clusters Score -1048713 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1051315.750000 Penalty: 3026.192383
	Iteration 1F: 3 clusters Score -1051316 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1051684.375000 Penalty: 3026.192383
	Iteration 2F: 3 clusters Score -1051684 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1052063.625000 Penalty: 3026.192383
	Iteration 3F: 3 clusters Score -1052064 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1052524.000000 Penalty: 3026.192383
	Iteration 4F: 3 clusters Score -1052524 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1053071.250000 Penalty: 3026.192383
	Iteration 5F: 3 clusters Score -1053071 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1053683.250000 Penalty: 3026.192383
	Iteration 6F: 3 clusters Score -1053683 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1054262.375000 Penalty: 3026.192383
	Iteration 7F: 3 clusters Score -1054262 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1054666.250000 Penalty: 3026.192383
	Iteration 8Q: 3 clusters Score -1054666 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1054915.500000 Penalty: 3026.192383
	Iteration 9Q: 3 clusters Score -1054916 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1055041.375000 Penalty: 3026.192383
	Iteration 10Q: 3 clusters Score -1055041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1055121.250000 Penalty: 3026.192383
	Iteration 11Q: 3 clusters Score -1055121 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1055180.875000 Penalty: 3026.192383
	Iteration 12Q: 3 clusters Score -1055181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1055208.375000 Penalty: 3026.192383
	Iteration 13Q: 3 clusters Score -1055208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1055226.250000 Penalty: 3026.192383
	Iteration 14Q: 3 clusters Score -1055226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1055243.125000 Penalty: 3026.192383
	Iteration 15Q: 3 clusters Score -1055243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1055258.500000 Penalty: 3026.192383
	Iteration 16Q: 3 clusters Score -1055258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1055276.750000 Penalty: 3026.192383
	Iteration 17Q: 3 clusters Score -1055277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1055286.375000 Penalty: 3026.192383
	Iteration 18Q: 3 clusters Score -1055286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1055287.250000 Penalty: 3026.192383
	Iteration 19Q: 3 clusters Score -1055287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1055287.375000 Penalty: 3026.192383
	Iteration 20F: 3 clusters Score -1055287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1055288.625000 Penalty: 3026.192383
	Iteration 21Q: 3 clusters Score -1055289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1055290.250000 Penalty: 3026.192383
	Iteration 22Q: 3 clusters Score -1055290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1055292.750000 Penalty: 3026.192383
	Iteration 23Q: 3 clusters Score -1055293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1055292.750000 Penalty: 3026.192383
	Iteration 24F: 3 clusters Score -1055293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -82215.171875 Penalty: 1113.489380
	Iteration 0F: 2 clusters Score -82215.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -80892.031250 Penalty: 2226.978760
	Iteration 0F: 3 clusters Score -80892.03 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81254.328125 Penalty: 2226.978760
	Iteration 1F: 3 clusters Score -81254.33 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81466.585938 Penalty: 2226.978760
	Iteration 2F: 3 clusters Score -81466.59 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81638.085938 Penalty: 2226.978760
	Iteration 3F: 3 clusters Score -81638.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -81817.031250 Penalty: 2226.978760
	Iteration 4F: 3 clusters Score -81817.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82102.875000 Penalty: 2226.978760
	Iteration 5Q: 3 clusters Score -82102.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82205.851562 Penalty: 2226.978760
	Iteration 6Q: 3 clusters Score -82205.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82228.609375 Penalty: 2226.978760
	Iteration 7Q: 3 clusters Score -82228.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82239.453125 Penalty: 2226.978760
	Iteration 8Q: 3 clusters Score -82239.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82244.945312 Penalty: 2226.978760
	Iteration 9Q: 3 clusters Score -82244.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82248.023438 Penalty: 2226.978760
	Iteration 10Q: 3 clusters Score -82248.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82251.921875 Penalty: 2226.978760
	Iteration 11Q: 3 clusters Score -82251.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82255.601562 Penalty: 2226.978760
	Iteration 12Q: 3 clusters Score -82255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82260.015625 Penalty: 2226.978760
	Iteration 13Q: 3 clusters Score -82260.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82261.031250 Penalty: 2226.978760
	Iteration 14Q: 3 clusters Score -82261.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82261.031250 Penalty: 2226.978760
	Iteration 15F: 3 clusters Score -82261.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 20672 members 
Mstep: Class 4 contains 24394 members 
Mstep: Class 5 contains 23894 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 701 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 14817 members 
Mstep: Class 16 contains 19796 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 18280 members 
Mstep: Class 19 contains 4645 members 
Mstep: Class 20 contains 10275 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 9695 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 121377 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 106517 members 
Mstep: Class 28 contains 3403 members 
Mstep: Class 29 contains 3216 members 
Mstep: Class 30 contains 245 members 
Entering Unmasked Estep 
Score: -44823716.000000 Penalty: 63782.378906
Splitting cluster 7 changes total score from -44824680.000000 to -44823716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -575549.562500 Penalty: 1415.019653
	Iteration 0F: 2 clusters Score -575549.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -570871.125000 Penalty: 2830.039307
	Iteration 0F: 3 clusters Score -570871.1 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -572245.250000 Penalty: 2830.039307
	Iteration 1F: 3 clusters Score -572245.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -572429.062500 Penalty: 2830.039307
	Iteration 2F: 3 clusters Score -572429.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -572554.750000 Penalty: 2830.039307
	Iteration 3F: 3 clusters Score -572554.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -572651.187500 Penalty: 2830.039307
	Iteration 4Q: 3 clusters Score -572651.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -572730.875000 Penalty: 2830.039307
	Iteration 5Q: 3 clusters Score -572730.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -572803.875000 Penalty: 2830.039307
	Iteration 6Q: 3 clusters Score -572803.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -572861.562500 Penalty: 2830.039307
	Iteration 7Q: 3 clusters Score -572861.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -572910.062500 Penalty: 2830.039307
	Iteration 8Q: 3 clusters Score -572910.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -572969.062500 Penalty: 2830.039307
	Iteration 9Q: 3 clusters Score -572969.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -573060.875000 Penalty: 2830.039307
	Iteration 10Q: 3 clusters Score -573060.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -573166.625000 Penalty: 2830.039307
	Iteration 11Q: 3 clusters Score -573166.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -573259.375000 Penalty: 2830.039307
	Iteration 12Q: 3 clusters Score -573259.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -573343.937500 Penalty: 2830.039307
	Iteration 13Q: 3 clusters Score -573343.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -573415.812500 Penalty: 2830.039307
	Iteration 14Q: 3 clusters Score -573415.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -573473.187500 Penalty: 2830.039307
	Iteration 15Q: 3 clusters Score -573473.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -573525.437500 Penalty: 2830.039307
	Iteration 16Q: 3 clusters Score -573525.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -573572.125000 Penalty: 2830.039307
	Iteration 17Q: 3 clusters Score -573572.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -573607.687500 Penalty: 2830.039307
	Iteration 18Q: 3 clusters Score -573607.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -573637.875000 Penalty: 2830.039307
	Iteration 19Q: 3 clusters Score -573637.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -573658.812500 Penalty: 2830.039307
	Iteration 20F: 3 clusters Score -573658.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -573675.000000 Penalty: 2830.039307
	Iteration 21Q: 3 clusters Score -573675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -573693.062500 Penalty: 2830.039307
	Iteration 22Q: 3 clusters Score -573693.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -573712.500000 Penalty: 2830.039307
	Iteration 23Q: 3 clusters Score -573712.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -573733.375000 Penalty: 2830.039307
	Iteration 24Q: 3 clusters Score -573733.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -573752.812500 Penalty: 2830.039307
	Iteration 25Q: 3 clusters Score -573752.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -573774.000000 Penalty: 2830.039307
	Iteration 26Q: 3 clusters Score -573774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -573798.125000 Penalty: 2830.039307
	Iteration 27Q: 3 clusters Score -573798.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -573817.125000 Penalty: 2830.039307
	Iteration 28Q: 3 clusters Score -573817.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -573835.312500 Penalty: 2830.039307
	Iteration 29Q: 3 clusters Score -573835.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -573851.375000 Penalty: 2830.039307
	Iteration 30Q: 3 clusters Score -573851.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -573861.687500 Penalty: 2830.039307
	Iteration 31Q: 3 clusters Score -573861.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -573869.375000 Penalty: 2830.039307
	Iteration 32Q: 3 clusters Score -573869.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -573879.625000 Penalty: 2830.039307
	Iteration 33Q: 3 clusters Score -573879.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -573890.687500 Penalty: 2830.039307
	Iteration 34Q: 3 clusters Score -573890.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -573901.625000 Penalty: 2830.039307
	Iteration 35Q: 3 clusters Score -573901.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -573912.187500 Penalty: 2830.039307
	Iteration 36Q: 3 clusters Score -573912.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -573922.500000 Penalty: 2830.039307
	Iteration 37Q: 3 clusters Score -573922.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -573931.562500 Penalty: 2830.039307
	Iteration 38Q: 3 clusters Score -573931.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -573941.437500 Penalty: 2830.039307
	Iteration 39Q: 3 clusters Score -573941.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -573953.625000 Penalty: 2830.039307
	Iteration 40F: 3 clusters Score -573953.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -573963.625000 Penalty: 2830.039307
	Iteration 41Q: 3 clusters Score -573963.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -573972.062500 Penalty: 2830.039307
	Iteration 42Q: 3 clusters Score -573972.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -573984.625000 Penalty: 2830.039307
	Iteration 43Q: 3 clusters Score -573984.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -573992.125000 Penalty: 2830.039307
	Iteration 44Q: 3 clusters Score -573992.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -574002.562500 Penalty: 2830.039307
	Iteration 45Q: 3 clusters Score -574002.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -574014.125000 Penalty: 2830.039307
	Iteration 46Q: 3 clusters Score -574014.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -574025.687500 Penalty: 2830.039307
	Iteration 47Q: 3 clusters Score -574025.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -574036.812500 Penalty: 2830.039307
	Iteration 48Q: 3 clusters Score -574036.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -574056.375000 Penalty: 2830.039307
	Iteration 49Q: 3 clusters Score -574056.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -574076.937500 Penalty: 2830.039307
	Iteration 50Q: 3 clusters Score -574076.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -574097.000000 Penalty: 2830.039307
	Iteration 51Q: 3 clusters Score -574097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -574117.937500 Penalty: 2830.039307
	Iteration 52Q: 3 clusters Score -574117.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -574135.312500 Penalty: 2830.039307
	Iteration 53Q: 3 clusters Score -574135.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -574157.562500 Penalty: 2830.039307
	Iteration 54Q: 3 clusters Score -574157.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -574179.937500 Penalty: 2830.039307
	Iteration 55Q: 3 clusters Score -574179.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -574206.250000 Penalty: 2830.039307
	Iteration 56Q: 3 clusters Score -574206.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -574232.375000 Penalty: 2830.039307
	Iteration 57Q: 3 clusters Score -574232.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -574260.625000 Penalty: 2830.039307
	Iteration 58Q: 3 clusters Score -574260.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -574292.937500 Penalty: 2830.039307
	Iteration 59Q: 3 clusters Score -574292.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -574320.250000 Penalty: 2830.039307
	Iteration 60F: 3 clusters Score -574320.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -574344.500000 Penalty: 2830.039307
	Iteration 61Q: 3 clusters Score -574344.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -574360.437500 Penalty: 2830.039307
	Iteration 62Q: 3 clusters Score -574360.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -574374.062500 Penalty: 2830.039307
	Iteration 63Q: 3 clusters Score -574374.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -574390.125000 Penalty: 2830.039307
	Iteration 64Q: 3 clusters Score -574390.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -574399.625000 Penalty: 2830.039307
	Iteration 65Q: 3 clusters Score -574399.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -574413.875000 Penalty: 2830.039307
	Iteration 66Q: 3 clusters Score -574413.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -574425.562500 Penalty: 2830.039307
	Iteration 67Q: 3 clusters Score -574425.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -574444.500000 Penalty: 2830.039307
	Iteration 68Q: 3 clusters Score -574444.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -574462.187500 Penalty: 2830.039307
	Iteration 69Q: 3 clusters Score -574462.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -574474.312500 Penalty: 2830.039307
	Iteration 70Q: 3 clusters Score -574474.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -574477.437500 Penalty: 2830.039307
	Iteration 71Q: 3 clusters Score -574477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -574481.125000 Penalty: 2830.039307
	Iteration 72Q: 3 clusters Score -574481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -574483.437500 Penalty: 2830.039307
	Iteration 73Q: 3 clusters Score -574483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -574485.625000 Penalty: 2830.039307
	Iteration 74Q: 3 clusters Score -574485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -574489.875000 Penalty: 2830.039307
	Iteration 75Q: 3 clusters Score -574489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -574492.687500 Penalty: 2830.039307
	Iteration 76Q: 3 clusters Score -574492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -574493.750000 Penalty: 2830.039307
	Iteration 77Q: 3 clusters Score -574493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -574495.187500 Penalty: 2830.039307
	Iteration 78Q: 3 clusters Score -574495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -574497.062500 Penalty: 2830.039307
	Iteration 79Q: 3 clusters Score -574497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -574501.750000 Penalty: 2830.039307
	Iteration 80F: 3 clusters Score -574501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -574505.250000 Penalty: 2830.039307
	Iteration 81Q: 3 clusters Score -574505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -574510.000000 Penalty: 2830.039307
	Iteration 82Q: 3 clusters Score -574510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -574513.000000 Penalty: 2830.039307
	Iteration 83Q: 3 clusters Score -574513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -574513.312500 Penalty: 2830.039307
	Iteration 84Q: 3 clusters Score -574513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -574516.312500 Penalty: 2830.039307
	Iteration 85Q: 3 clusters Score -574516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -574517.250000 Penalty: 2830.039307
	Iteration 86Q: 3 clusters Score -574517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -574518.500000 Penalty: 2830.039307
	Iteration 87Q: 3 clusters Score -574518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -574521.750000 Penalty: 2830.039307
	Iteration 88Q: 3 clusters Score -574521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -574526.937500 Penalty: 2830.039307
	Iteration 89Q: 3 clusters Score -574526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -574529.000000 Penalty: 2830.039307
	Iteration 90Q: 3 clusters Score -574529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -574529.000000 Penalty: 2830.039307
	Iteration 91F: 3 clusters Score -574529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -99768.375000 Penalty: 1148.578003
	Iteration 0F: 2 clusters Score -99768.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -98224.687500 Penalty: 2297.156006
	Iteration 0F: 3 clusters Score -98224.69 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -98548.296875 Penalty: 2297.156006
	Iteration 1F: 3 clusters Score -98548.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -98652.960938 Penalty: 2297.156006
	Iteration 2F: 3 clusters Score -98652.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -98717.476562 Penalty: 2297.156006
	Iteration 3Q: 3 clusters Score -98717.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -98751.187500 Penalty: 2297.156006
	Iteration 4Q: 3 clusters Score -98751.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -98780.484375 Penalty: 2297.156006
	Iteration 5Q: 3 clusters Score -98780.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -98819.570312 Penalty: 2297.156006
	Iteration 6Q: 3 clusters Score -98819.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -98859.726562 Penalty: 2297.156006
	Iteration 7Q: 3 clusters Score -98859.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -98913.085938 Penalty: 2297.156006
	Iteration 8Q: 3 clusters Score -98913.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -98950.257812 Penalty: 2297.156006
	Iteration 9Q: 3 clusters Score -98950.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -98981.328125 Penalty: 2297.156006
	Iteration 10Q: 3 clusters Score -98981.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -98998.539062 Penalty: 2297.156006
	Iteration 11Q: 3 clusters Score -98998.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -99017.789062 Penalty: 2297.156006
	Iteration 12Q: 3 clusters Score -99017.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99039.296875 Penalty: 2297.156006
	Iteration 13Q: 3 clusters Score -99039.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99051.132812 Penalty: 2297.156006
	Iteration 14Q: 3 clusters Score -99051.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99061.234375 Penalty: 2297.156006
	Iteration 15Q: 3 clusters Score -99061.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99077.125000 Penalty: 2297.156006
	Iteration 16Q: 3 clusters Score -99077.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99096.289062 Penalty: 2297.156006
	Iteration 17Q: 3 clusters Score -99096.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99126.046875 Penalty: 2297.156006
	Iteration 18Q: 3 clusters Score -99126.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -99142.367188 Penalty: 2297.156006
	Iteration 19Q: 3 clusters Score -99142.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -99146.335938 Penalty: 2297.156006
	Iteration 20F: 3 clusters Score -99146.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -99147.398438 Penalty: 2297.156006
	Iteration 21Q: 3 clusters Score -99147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -99148.453125 Penalty: 2297.156006
	Iteration 22Q: 3 clusters Score -99148.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -99150.296875 Penalty: 2297.156006
	Iteration 23Q: 3 clusters Score -99150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -99152.929688 Penalty: 2297.156006
	Iteration 24Q: 3 clusters Score -99152.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -99153.398438 Penalty: 2297.156006
	Iteration 25Q: 3 clusters Score -99153.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -99154.679688 Penalty: 2297.156006
	Iteration 26Q: 3 clusters Score -99154.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -99155.234375 Penalty: 2297.156006
	Iteration 27Q: 3 clusters Score -99155.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -99155.234375 Penalty: 2297.156006
	Iteration 28F: 3 clusters Score -99155.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -55839.187500 Penalty: 1040.580811
	Iteration 0F: 2 clusters Score -55839.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54670.425781 Penalty: 2081.161621
	Iteration 0F: 3 clusters Score -54670.43 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54834.699219 Penalty: 2081.161621
	Iteration 1F: 3 clusters Score -54834.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54907.917969 Penalty: 2081.161621
	Iteration 2F: 3 clusters Score -54907.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54945.105469 Penalty: 2081.161621
	Iteration 3Q: 3 clusters Score -54945.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54961.078125 Penalty: 2081.161621
	Iteration 4Q: 3 clusters Score -54961.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54970.460938 Penalty: 2081.161621
	Iteration 5Q: 3 clusters Score -54970.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54976.261719 Penalty: 2081.161621
	Iteration 6Q: 3 clusters Score -54976.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54977.574219 Penalty: 2081.161621
	Iteration 7Q: 3 clusters Score -54977.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54979.898438 Penalty: 2081.161621
	Iteration 8Q: 3 clusters Score -54979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -54980.910156 Penalty: 2081.161621
	Iteration 9Q: 3 clusters Score -54980.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -54980.910156 Penalty: 2081.161621
	Iteration 10F: 3 clusters Score -54980.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -470928.156250 Penalty: 1378.321777
	Iteration 0F: 2 clusters Score -470928.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -467126.562500 Penalty: 2756.643555
	Iteration 0F: 3 clusters Score -467126.6 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -468185.750000 Penalty: 2756.643555
	Iteration 1F: 3 clusters Score -468185.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -468377.843750 Penalty: 2756.643555
	Iteration 2F: 3 clusters Score -468377.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -468501.718750 Penalty: 2756.643555
	Iteration 3Q: 3 clusters Score -468501.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -468623.093750 Penalty: 2756.643555
	Iteration 4Q: 3 clusters Score -468623.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -468723.187500 Penalty: 2756.643555
	Iteration 5Q: 3 clusters Score -468723.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -468816.625000 Penalty: 2756.643555
	Iteration 6Q: 3 clusters Score -468816.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -468923.031250 Penalty: 2756.643555
	Iteration 7Q: 3 clusters Score -468923 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -469034.125000 Penalty: 2756.643555
	Iteration 8Q: 3 clusters Score -469034.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -469125.937500 Penalty: 2756.643555
	Iteration 9Q: 3 clusters Score -469125.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -469229.406250 Penalty: 2756.643555
	Iteration 10Q: 3 clusters Score -469229.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -469338.781250 Penalty: 2756.643555
	Iteration 11Q: 3 clusters Score -469338.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -469430.593750 Penalty: 2756.643555
	Iteration 12Q: 3 clusters Score -469430.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -469508.500000 Penalty: 2756.643555
	Iteration 13Q: 3 clusters Score -469508.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -469567.406250 Penalty: 2756.643555
	Iteration 14Q: 3 clusters Score -469567.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -469606.531250 Penalty: 2756.643555
	Iteration 15Q: 3 clusters Score -469606.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -469630.437500 Penalty: 2756.643555
	Iteration 16Q: 3 clusters Score -469630.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -469640.406250 Penalty: 2756.643555
	Iteration 17Q: 3 clusters Score -469640.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -469652.781250 Penalty: 2756.643555
	Iteration 18Q: 3 clusters Score -469652.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -469659.843750 Penalty: 2756.643555
	Iteration 19Q: 3 clusters Score -469659.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -469665.843750 Penalty: 2756.643555
	Iteration 20F: 3 clusters Score -469665.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -469671.156250 Penalty: 2756.643555
	Iteration 21Q: 3 clusters Score -469671.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -469677.562500 Penalty: 2756.643555
	Iteration 22Q: 3 clusters Score -469677.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -469682.968750 Penalty: 2756.643555
	Iteration 23Q: 3 clusters Score -469683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -469694.031250 Penalty: 2756.643555
	Iteration 24Q: 3 clusters Score -469694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -469702.062500 Penalty: 2756.643555
	Iteration 25Q: 3 clusters Score -469702.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -469709.562500 Penalty: 2756.643555
	Iteration 26Q: 3 clusters Score -469709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -469710.375000 Penalty: 2756.643555
	Iteration 27Q: 3 clusters Score -469710.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -469711.875000 Penalty: 2756.643555
	Iteration 28Q: 3 clusters Score -469711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -469714.156250 Penalty: 2756.643555
	Iteration 29Q: 3 clusters Score -469714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -469716.937500 Penalty: 2756.643555
	Iteration 30Q: 3 clusters Score -469716.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -469723.625000 Penalty: 2756.643555
	Iteration 31Q: 3 clusters Score -469723.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -469733.250000 Penalty: 2756.643555
	Iteration 32Q: 3 clusters Score -469733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -469737.781250 Penalty: 2756.643555
	Iteration 33Q: 3 clusters Score -469737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -469738.937500 Penalty: 2756.643555
	Iteration 34Q: 3 clusters Score -469738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -469741.968750 Penalty: 2756.643555
	Iteration 35Q: 3 clusters Score -469742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -469742.781250 Penalty: 2756.643555
	Iteration 36Q: 3 clusters Score -469742.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -469742.781250 Penalty: 2756.643555
	Iteration 37F: 3 clusters Score -469742.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -152831.187500 Penalty: 1202.799316
	Iteration 0F: 2 clusters Score -152831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -150975.875000 Penalty: 2405.598633
	Iteration 0F: 3 clusters Score -150975.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -151328.078125 Penalty: 2405.598633
	Iteration 1F: 3 clusters Score -151328.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -151412.937500 Penalty: 2405.598633
	Iteration 2F: 3 clusters Score -151412.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -151450.312500 Penalty: 2405.598633
	Iteration 3Q: 3 clusters Score -151450.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -151481.125000 Penalty: 2405.598633
	Iteration 4Q: 3 clusters Score -151481.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -151504.062500 Penalty: 2405.598633
	Iteration 5Q: 3 clusters Score -151504.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -151521.515625 Penalty: 2405.598633
	Iteration 6Q: 3 clusters Score -151521.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -151527.875000 Penalty: 2405.598633
	Iteration 7Q: 3 clusters Score -151527.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -151532.750000 Penalty: 2405.598633
	Iteration 8Q: 3 clusters Score -151532.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -151537.703125 Penalty: 2405.598633
	Iteration 9Q: 3 clusters Score -151537.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -151542.500000 Penalty: 2405.598633
	Iteration 10Q: 3 clusters Score -151542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -151544.640625 Penalty: 2405.598633
	Iteration 11Q: 3 clusters Score -151544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -151546.671875 Penalty: 2405.598633
	Iteration 12Q: 3 clusters Score -151546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -151549.078125 Penalty: 2405.598633
	Iteration 13Q: 3 clusters Score -151549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -151549.656250 Penalty: 2405.598633
	Iteration 14Q: 3 clusters Score -151549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -151549.765625 Penalty: 2405.598633
	Iteration 15Q: 3 clusters Score -151549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -151550.921875 Penalty: 2405.598633
	Iteration 16Q: 3 clusters Score -151550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -151553.859375 Penalty: 2405.598633
	Iteration 17Q: 3 clusters Score -151553.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -151556.812500 Penalty: 2405.598633
	Iteration 18Q: 3 clusters Score -151556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -151559.265625 Penalty: 2405.598633
	Iteration 19Q: 3 clusters Score -151559.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -151562.625000 Penalty: 2405.598633
	Iteration 20F: 3 clusters Score -151562.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -151566.890625 Penalty: 2405.598633
	Iteration 21Q: 3 clusters Score -151566.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -151572.312500 Penalty: 2405.598633
	Iteration 22Q: 3 clusters Score -151572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -151575.421875 Penalty: 2405.598633
	Iteration 23Q: 3 clusters Score -151575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -151578.062500 Penalty: 2405.598633
	Iteration 24Q: 3 clusters Score -151578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -151581.031250 Penalty: 2405.598633
	Iteration 25Q: 3 clusters Score -151581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -151582.171875 Penalty: 2405.598633
	Iteration 26Q: 3 clusters Score -151582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -151585.281250 Penalty: 2405.598633
	Iteration 27Q: 3 clusters Score -151585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -151590.484375 Penalty: 2405.598633
	Iteration 28Q: 3 clusters Score -151590.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -151592.203125 Penalty: 2405.598633
	Iteration 29Q: 3 clusters Score -151592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -151594.656250 Penalty: 2405.598633
	Iteration 30Q: 3 clusters Score -151594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -151596.031250 Penalty: 2405.598633
	Iteration 31Q: 3 clusters Score -151596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -151598.546875 Penalty: 2405.598633
	Iteration 32Q: 3 clusters Score -151598.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -151602.765625 Penalty: 2405.598633
	Iteration 33Q: 3 clusters Score -151602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -151606.890625 Penalty: 2405.598633
	Iteration 34Q: 3 clusters Score -151606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -151608.718750 Penalty: 2405.598633
	Iteration 35Q: 3 clusters Score -151608.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -151609.531250 Penalty: 2405.598633
	Iteration 36Q: 3 clusters Score -151609.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -151609.968750 Penalty: 2405.598633
	Iteration 37Q: 3 clusters Score -151610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -151609.968750 Penalty: 2405.598633
	Iteration 38F: 3 clusters Score -151610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Entering Unmasked Estep 
Score: -273770.656250 Penalty: 1294.401123
	Iteration 0F: 2 clusters Score -273770.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -271133.156250 Penalty: 2588.802246
	Iteration 0F: 3 clusters Score -271133.2 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -271917.093750 Penalty: 2588.802246
	Iteration 1F: 3 clusters Score -271917.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -272299.375000 Penalty: 2588.802246
	Iteration 2F: 3 clusters Score -272299.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -272675.406250 Penalty: 2588.802246
	Iteration 3F: 3 clusters Score -272675.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -272994.375000 Penalty: 2588.802246
	Iteration 4F: 3 clusters Score -272994.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -273220.281250 Penalty: 2588.802246
	Iteration 5F: 3 clusters Score -273220.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -273369.562500 Penalty: 2588.802246
	Iteration 6F: 3 clusters Score -273369.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -273459.531250 Penalty: 2588.802246
	Iteration 7Q: 3 clusters Score -273459.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -273505.843750 Penalty: 2588.802246
	Iteration 8Q: 3 clusters Score -273505.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -273531.125000 Penalty: 2588.802246
	Iteration 9Q: 3 clusters Score -273531.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -273547.062500 Penalty: 2588.802246
	Iteration 10Q: 3 clusters Score -273547.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -273553.906250 Penalty: 2588.802246
	Iteration 11Q: 3 clusters Score -273553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -273557.562500 Penalty: 2588.802246
	Iteration 12Q: 3 clusters Score -273557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -273560.281250 Penalty: 2588.802246
	Iteration 13Q: 3 clusters Score -273560.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -273562.250000 Penalty: 2588.802246
	Iteration 14Q: 3 clusters Score -273562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -273563.281250 Penalty: 2588.802246
	Iteration 15Q: 3 clusters Score -273563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -273564.062500 Penalty: 2588.802246
	Iteration 16Q: 3 clusters Score -273564.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -273564.062500 Penalty: 2588.802246
	Iteration 17F: 3 clusters Score -273564.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -291447.093750 Penalty: 1308.859863
	Iteration 0F: 2 clusters Score -291447.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -288609.781250 Penalty: 2617.719727
	Iteration 0F: 3 clusters Score -288609.8 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -289241.437500 Penalty: 2617.719727
	Iteration 1F: 3 clusters Score -289241.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -289400.250000 Penalty: 2617.719727
	Iteration 2F: 3 clusters Score -289400.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -289511.906250 Penalty: 2617.719727
	Iteration 3F: 3 clusters Score -289511.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -289604.593750 Penalty: 2617.719727
	Iteration 4Q: 3 clusters Score -289604.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -289684.906250 Penalty: 2617.719727
	Iteration 5Q: 3 clusters Score -289684.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -289737.593750 Penalty: 2617.719727
	Iteration 6Q: 3 clusters Score -289737.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -289781.531250 Penalty: 2617.719727
	Iteration 7Q: 3 clusters Score -289781.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -289829.062500 Penalty: 2617.719727
	Iteration 8Q: 3 clusters Score -289829.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -289881.781250 Penalty: 2617.719727
	Iteration 9Q: 3 clusters Score -289881.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -289948.218750 Penalty: 2617.719727
	Iteration 10Q: 3 clusters Score -289948.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -290013.187500 Penalty: 2617.719727
	Iteration 11Q: 3 clusters Score -290013.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -290084.687500 Penalty: 2617.719727
	Iteration 12Q: 3 clusters Score -290084.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -290169.281250 Penalty: 2617.719727
	Iteration 13Q: 3 clusters Score -290169.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -290248.375000 Penalty: 2617.719727
	Iteration 14Q: 3 clusters Score -290248.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -290330.000000 Penalty: 2617.719727
	Iteration 15Q: 3 clusters Score -290330 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -290422.625000 Penalty: 2617.719727
	Iteration 16Q: 3 clusters Score -290422.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -290536.156250 Penalty: 2617.719727
	Iteration 17Q: 3 clusters Score -290536.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -290611.000000 Penalty: 2617.719727
	Iteration 18Q: 3 clusters Score -290611 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -290664.750000 Penalty: 2617.719727
	Iteration 19Q: 3 clusters Score -290664.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -290695.843750 Penalty: 2617.719727
	Iteration 20F: 3 clusters Score -290695.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -290724.906250 Penalty: 2617.719727
	Iteration 21Q: 3 clusters Score -290724.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -290743.625000 Penalty: 2617.719727
	Iteration 22Q: 3 clusters Score -290743.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -290760.906250 Penalty: 2617.719727
	Iteration 23Q: 3 clusters Score -290760.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -290771.625000 Penalty: 2617.719727
	Iteration 24Q: 3 clusters Score -290771.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -290788.812500 Penalty: 2617.719727
	Iteration 25Q: 3 clusters Score -290788.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -290804.218750 Penalty: 2617.719727
	Iteration 26Q: 3 clusters Score -290804.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -290820.093750 Penalty: 2617.719727
	Iteration 27Q: 3 clusters Score -290820.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -290829.187500 Penalty: 2617.719727
	Iteration 28Q: 3 clusters Score -290829.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -290841.406250 Penalty: 2617.719727
	Iteration 29Q: 3 clusters Score -290841.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -290849.000000 Penalty: 2617.719727
	Iteration 30Q: 3 clusters Score -290849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -290856.343750 Penalty: 2617.719727
	Iteration 31Q: 3 clusters Score -290856.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -290867.031250 Penalty: 2617.719727
	Iteration 32Q: 3 clusters Score -290867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -290881.500000 Penalty: 2617.719727
	Iteration 33Q: 3 clusters Score -290881.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -290902.687500 Penalty: 2617.719727
	Iteration 34Q: 3 clusters Score -290902.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -290929.562500 Penalty: 2617.719727
	Iteration 35Q: 3 clusters Score -290929.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -290972.250000 Penalty: 2617.719727
	Iteration 36Q: 3 clusters Score -290972.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -291015.000000 Penalty: 2617.719727
	Iteration 37Q: 3 clusters Score -291015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -291030.250000 Penalty: 2617.719727
	Iteration 38Q: 3 clusters Score -291030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -291035.687500 Penalty: 2617.719727
	Iteration 39Q: 3 clusters Score -291035.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -291037.906250 Penalty: 2617.719727
	Iteration 40F: 3 clusters Score -291037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -291038.750000 Penalty: 2617.719727
	Iteration 41Q: 3 clusters Score -291038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -291039.406250 Penalty: 2617.719727
	Iteration 42Q: 3 clusters Score -291039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -291039.406250 Penalty: 2617.719727
	Iteration 43F: 3 clusters Score -291039.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Entering Unmasked Estep 
Score: -1428281.625000 Penalty: 1560.573730
	Iteration 0F: 2 clusters Score -1428282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1417981.750000 Penalty: 3121.147461
	Iteration 0F: 3 clusters Score -1417982 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1421499.375000 Penalty: 3121.147461
	Iteration 1F: 3 clusters Score -1421499 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1421727.625000 Penalty: 3121.147461
	Iteration 2Q: 3 clusters Score -1421728 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1421922.875000 Penalty: 3121.147461
	Iteration 3Q: 3 clusters Score -1421923 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1422083.250000 Penalty: 3121.147461
	Iteration 4Q: 3 clusters Score -1422083 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1422277.000000 Penalty: 3121.147461
	Iteration 5Q: 3 clusters Score -1422277 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1422506.375000 Penalty: 3121.147461
	Iteration 6Q: 3 clusters Score -1422506 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1422788.500000 Penalty: 3121.147461
	Iteration 7Q: 3 clusters Score -1422788 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1423108.375000 Penalty: 3121.147461
	Iteration 8Q: 3 clusters Score -1423108 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1423493.875000 Penalty: 3121.147461
	Iteration 9Q: 3 clusters Score -1423494 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1423945.625000 Penalty: 3121.147461
	Iteration 10Q: 3 clusters Score -1423946 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1424359.250000 Penalty: 3121.147461
	Iteration 11Q: 3 clusters Score -1424359 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1424817.625000 Penalty: 3121.147461
	Iteration 12Q: 3 clusters Score -1424818 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1425257.125000 Penalty: 3121.147461
	Iteration 13Q: 3 clusters Score -1425257 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1425611.750000 Penalty: 3121.147461
	Iteration 14Q: 3 clusters Score -1425612 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1425832.125000 Penalty: 3121.147461
	Iteration 15Q: 3 clusters Score -1425832 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1425962.875000 Penalty: 3121.147461
	Iteration 16Q: 3 clusters Score -1425963 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1426033.375000 Penalty: 3121.147461
	Iteration 17Q: 3 clusters Score -1426033 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1426086.750000 Penalty: 3121.147461
	Iteration 18Q: 3 clusters Score -1426087 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1426129.000000 Penalty: 3121.147461
	Iteration 19Q: 3 clusters Score -1426129 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1426154.375000 Penalty: 3121.147461
	Iteration 20F: 3 clusters Score -1426154 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1426176.375000 Penalty: 3121.147461
	Iteration 21Q: 3 clusters Score -1426176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1426205.375000 Penalty: 3121.147461
	Iteration 22Q: 3 clusters Score -1426205 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1426221.250000 Penalty: 3121.147461
	Iteration 23Q: 3 clusters Score -1426221 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1426242.625000 Penalty: 3121.147461
	Iteration 24Q: 3 clusters Score -1426243 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1426255.500000 Penalty: 3121.147461
	Iteration 25Q: 3 clusters Score -1426256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1426272.250000 Penalty: 3121.147461
	Iteration 26Q: 3 clusters Score -1426272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1426288.125000 Penalty: 3121.147461
	Iteration 27Q: 3 clusters Score -1426288 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1426300.375000 Penalty: 3121.147461
	Iteration 28Q: 3 clusters Score -1426300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1426308.625000 Penalty: 3121.147461
	Iteration 29Q: 3 clusters Score -1426309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1426314.250000 Penalty: 3121.147461
	Iteration 30Q: 3 clusters Score -1426314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1426318.375000 Penalty: 3121.147461
	Iteration 31Q: 3 clusters Score -1426318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1426325.250000 Penalty: 3121.147461
	Iteration 32Q: 3 clusters Score -1426325 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1426331.250000 Penalty: 3121.147461
	Iteration 33Q: 3 clusters Score -1426331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1426338.000000 Penalty: 3121.147461
	Iteration 34Q: 3 clusters Score -1426338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1426337.625000 Penalty: 3121.147461
	Iteration 35Q: 3 clusters Score -1426338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1426340.875000 Penalty: 3121.147461
	Iteration 36Q: 3 clusters Score -1426341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1426344.500000 Penalty: 3121.147461
	Iteration 37Q: 3 clusters Score -1426344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1426348.375000 Penalty: 3121.147461
	Iteration 38Q: 3 clusters Score -1426348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1426352.500000 Penalty: 3121.147461
	Iteration 39Q: 3 clusters Score -1426352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1426359.125000 Penalty: 3121.147461
	Iteration 40F: 3 clusters Score -1426359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1426368.125000 Penalty: 3121.147461
	Iteration 41Q: 3 clusters Score -1426368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1426371.750000 Penalty: 3121.147461
	Iteration 42Q: 3 clusters Score -1426372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1426380.750000 Penalty: 3121.147461
	Iteration 43Q: 3 clusters Score -1426381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1426383.625000 Penalty: 3121.147461
	Iteration 44Q: 3 clusters Score -1426384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1426384.750000 Penalty: 3121.147461
	Iteration 45Q: 3 clusters Score -1426385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1426391.625000 Penalty: 3121.147461
	Iteration 46Q: 3 clusters Score -1426392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1426401.625000 Penalty: 3121.147461
	Iteration 47Q: 3 clusters Score -1426402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1426416.125000 Penalty: 3121.147461
	Iteration 48Q: 3 clusters Score -1426416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1426427.500000 Penalty: 3121.147461
	Iteration 49Q: 3 clusters Score -1426428 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1426448.375000 Penalty: 3121.147461
	Iteration 50Q: 3 clusters Score -1426448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1426455.125000 Penalty: 3121.147461
	Iteration 51Q: 3 clusters Score -1426455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1426475.875000 Penalty: 3121.147461
	Iteration 52Q: 3 clusters Score -1426476 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1426491.125000 Penalty: 3121.147461
	Iteration 53Q: 3 clusters Score -1426491 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1426518.000000 Penalty: 3121.147461
	Iteration 54Q: 3 clusters Score -1426518 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1426542.250000 Penalty: 3121.147461
	Iteration 55Q: 3 clusters Score -1426542 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1426570.000000 Penalty: 3121.147461
	Iteration 56Q: 3 clusters Score -1426570 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1426608.625000 Penalty: 3121.147461
	Iteration 57Q: 3 clusters Score -1426609 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1426641.500000 Penalty: 3121.147461
	Iteration 58Q: 3 clusters Score -1426642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1426670.875000 Penalty: 3121.147461
	Iteration 59Q: 3 clusters Score -1426671 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1426692.125000 Penalty: 3121.147461
	Iteration 60F: 3 clusters Score -1426692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1426714.250000 Penalty: 3121.147461
	Iteration 61Q: 3 clusters Score -1426714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1426729.875000 Penalty: 3121.147461
	Iteration 62Q: 3 clusters Score -1426730 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1426751.000000 Penalty: 3121.147461
	Iteration 63Q: 3 clusters Score -1426751 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1426764.875000 Penalty: 3121.147461
	Iteration 64Q: 3 clusters Score -1426765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1426776.500000 Penalty: 3121.147461
	Iteration 65Q: 3 clusters Score -1426776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1426786.000000 Penalty: 3121.147461
	Iteration 66Q: 3 clusters Score -1426786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1426787.625000 Penalty: 3121.147461
	Iteration 67Q: 3 clusters Score -1426788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1426796.625000 Penalty: 3121.147461
	Iteration 68Q: 3 clusters Score -1426797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1426800.250000 Penalty: 3121.147461
	Iteration 69Q: 3 clusters Score -1426800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1426798.750000 Penalty: 3121.147461
	Iteration 70Q: 3 clusters Score -1426799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1426803.250000 Penalty: 3121.147461
	Iteration 71Q: 3 clusters Score -1426803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1426806.125000 Penalty: 3121.147461
	Iteration 72Q: 3 clusters Score -1426806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1426812.250000 Penalty: 3121.147461
	Iteration 73Q: 3 clusters Score -1426812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1426814.125000 Penalty: 3121.147461
	Iteration 74Q: 3 clusters Score -1426814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1426818.000000 Penalty: 3121.147461
	Iteration 75Q: 3 clusters Score -1426818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1426818.500000 Penalty: 3121.147461
	Iteration 76Q: 3 clusters Score -1426818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1426817.625000 Penalty: 3121.147461
	Iteration 77Q: 3 clusters Score -1426818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1426815.875000 Penalty: 3121.147461
	Iteration 78Q: 3 clusters Score -1426816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1426815.625000 Penalty: 3121.147461
	Iteration 79Q: 3 clusters Score -1426816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1426814.500000 Penalty: 3121.147461
	Iteration 80F: 3 clusters Score -1426814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1426817.875000 Penalty: 3121.147461
	Iteration 81Q: 3 clusters Score -1426818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1426816.500000 Penalty: 3121.147461
	Iteration 82Q: 3 clusters Score -1426816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1426818.750000 Penalty: 3121.147461
	Iteration 83Q: 3 clusters Score -1426819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1426817.875000 Penalty: 3121.147461
	Iteration 84Q: 3 clusters Score -1426818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1426817.125000 Penalty: 3121.147461
	Iteration 85Q: 3 clusters Score -1426817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1426817.875000 Penalty: 3121.147461
	Iteration 86Q: 3 clusters Score -1426818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1426815.750000 Penalty: 3121.147461
	Iteration 87Q: 3 clusters Score -1426816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1426817.375000 Penalty: 3121.147461
	Iteration 88Q: 3 clusters Score -1426817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1426818.000000 Penalty: 3121.147461
	Iteration 89Q: 3 clusters Score -1426818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1426820.625000 Penalty: 3121.147461
	Iteration 90Q: 3 clusters Score -1426821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1426820.375000 Penalty: 3121.147461
	Iteration 91Q: 3 clusters Score -1426820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1426824.000000 Penalty: 3121.147461
	Iteration 92Q: 3 clusters Score -1426824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1426823.875000 Penalty: 3121.147461
	Iteration 93Q: 3 clusters Score -1426824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1426822.750000 Penalty: 3121.147461
	Iteration 94Q: 3 clusters Score -1426823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1426823.500000 Penalty: 3121.147461
	Iteration 95Q: 3 clusters Score -1426824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1426823.375000 Penalty: 3121.147461
	Iteration 96Q: 3 clusters Score -1426823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1426825.250000 Penalty: 3121.147461
	Iteration 97Q: 3 clusters Score -1426825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1426825.250000 Penalty: 3121.147461
	Iteration 98F: 3 clusters Score -1426825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Entering Unmasked Estep 
Score: -1915213.625000 Penalty: 1607.650757
	Iteration 0F: 2 clusters Score -1915214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1901581.750000 Penalty: 3215.301514
	Iteration 0F: 3 clusters Score -1901582 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1906465.250000 Penalty: 3215.301514
	Iteration 1F: 3 clusters Score -1906465 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1906840.000000 Penalty: 3215.301514
	Iteration 2F: 3 clusters Score -1906840 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1907189.625000 Penalty: 3215.301514
	Iteration 3Q: 3 clusters Score -1907190 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1907546.125000 Penalty: 3215.301514
	Iteration 4Q: 3 clusters Score -1907546 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1907982.875000 Penalty: 3215.301514
	Iteration 5Q: 3 clusters Score -1907983 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1908510.375000 Penalty: 3215.301514
	Iteration 6F: 3 clusters Score -1908510 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1909139.750000 Penalty: 3215.301514
	Iteration 7F: 3 clusters Score -1909140 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1909845.625000 Penalty: 3215.301514
	Iteration 8F: 3 clusters Score -1909846 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1910644.750000 Penalty: 3215.301514
	Iteration 9F: 3 clusters Score -1910645 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1911450.750000 Penalty: 3215.301514
	Iteration 10F: 3 clusters Score -1911451 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1912155.625000 Penalty: 3215.301514
	Iteration 11Q: 3 clusters Score -1912156 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1912711.500000 Penalty: 3215.301514
	Iteration 12Q: 3 clusters Score -1912712 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1913112.875000 Penalty: 3215.301514
	Iteration 13Q: 3 clusters Score -1913113 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1913372.000000 Penalty: 3215.301514
	Iteration 14Q: 3 clusters Score -1913372 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1913554.250000 Penalty: 3215.301514
	Iteration 15Q: 3 clusters Score -1913554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1913659.750000 Penalty: 3215.301514
	Iteration 16Q: 3 clusters Score -1913660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1913719.125000 Penalty: 3215.301514
	Iteration 17Q: 3 clusters Score -1913719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1913767.750000 Penalty: 3215.301514
	Iteration 18Q: 3 clusters Score -1913768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1913791.250000 Penalty: 3215.301514
	Iteration 19Q: 3 clusters Score -1913791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1913809.625000 Penalty: 3215.301514
	Iteration 20F: 3 clusters Score -1913810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1913825.250000 Penalty: 3215.301514
	Iteration 21Q: 3 clusters Score -1913825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1913831.000000 Penalty: 3215.301514
	Iteration 22Q: 3 clusters Score -1913831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1913839.250000 Penalty: 3215.301514
	Iteration 23Q: 3 clusters Score -1913839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1913846.000000 Penalty: 3215.301514
	Iteration 24Q: 3 clusters Score -1913846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1913850.250000 Penalty: 3215.301514
	Iteration 25Q: 3 clusters Score -1913850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1913856.750000 Penalty: 3215.301514
	Iteration 26Q: 3 clusters Score -1913857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1913863.500000 Penalty: 3215.301514
	Iteration 27Q: 3 clusters Score -1913864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1913879.000000 Penalty: 3215.301514
	Iteration 28Q: 3 clusters Score -1913879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1913882.125000 Penalty: 3215.301514
	Iteration 29Q: 3 clusters Score -1913882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1913883.750000 Penalty: 3215.301514
	Iteration 30Q: 3 clusters Score -1913884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1913886.625000 Penalty: 3215.301514
	Iteration 31Q: 3 clusters Score -1913887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1913890.875000 Penalty: 3215.301514
	Iteration 32Q: 3 clusters Score -1913891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1913893.125000 Penalty: 3215.301514
	Iteration 33Q: 3 clusters Score -1913893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1913899.750000 Penalty: 3215.301514
	Iteration 34Q: 3 clusters Score -1913900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1913905.250000 Penalty: 3215.301514
	Iteration 35Q: 3 clusters Score -1913905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1913908.750000 Penalty: 3215.301514
	Iteration 36Q: 3 clusters Score -1913909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1913908.750000 Penalty: 3215.301514
	Iteration 37F: 3 clusters Score -1913909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Entering Unmasked Estep 
Score: -845151.375000 Penalty: 1474.106323
	Iteration 0F: 2 clusters Score -845151.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -838786.875000 Penalty: 2948.212646
	Iteration 0F: 3 clusters Score -838786.9 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -840736.125000 Penalty: 2948.212646
	Iteration 1F: 3 clusters Score -840736.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -840969.062500 Penalty: 2948.212646
	Iteration 2F: 3 clusters Score -840969.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -841142.187500 Penalty: 2948.212646
	Iteration 3Q: 3 clusters Score -841142.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -841284.125000 Penalty: 2948.212646
	Iteration 4Q: 3 clusters Score -841284.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -841384.937500 Penalty: 2948.212646
	Iteration 5Q: 3 clusters Score -841384.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -841495.125000 Penalty: 2948.212646
	Iteration 6Q: 3 clusters Score -841495.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -841597.687500 Penalty: 2948.212646
	Iteration 7Q: 3 clusters Score -841597.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -841711.500000 Penalty: 2948.212646
	Iteration 8Q: 3 clusters Score -841711.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -841857.375000 Penalty: 2948.212646
	Iteration 9Q: 3 clusters Score -841857.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -842018.437500 Penalty: 2948.212646
	Iteration 10Q: 3 clusters Score -842018.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -842215.000000 Penalty: 2948.212646
	Iteration 11Q: 3 clusters Score -842215 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -842451.437500 Penalty: 2948.212646
	Iteration 12Q: 3 clusters Score -842451.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -842689.750000 Penalty: 2948.212646
	Iteration 13Q: 3 clusters Score -842689.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -842901.812500 Penalty: 2948.212646
	Iteration 14Q: 3 clusters Score -842901.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -843102.625000 Penalty: 2948.212646
	Iteration 15Q: 3 clusters Score -843102.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -843265.750000 Penalty: 2948.212646
	Iteration 16Q: 3 clusters Score -843265.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -843422.625000 Penalty: 2948.212646
	Iteration 17Q: 3 clusters Score -843422.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -843547.250000 Penalty: 2948.212646
	Iteration 18Q: 3 clusters Score -843547.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -843625.937500 Penalty: 2948.212646
	Iteration 19Q: 3 clusters Score -843625.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -843682.562500 Penalty: 2948.212646
	Iteration 20F: 3 clusters Score -843682.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -843735.812500 Penalty: 2948.212646
	Iteration 21Q: 3 clusters Score -843735.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -843768.125000 Penalty: 2948.212646
	Iteration 22Q: 3 clusters Score -843768.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -843794.250000 Penalty: 2948.212646
	Iteration 23Q: 3 clusters Score -843794.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -843810.187500 Penalty: 2948.212646
	Iteration 24Q: 3 clusters Score -843810.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -843821.437500 Penalty: 2948.212646
	Iteration 25Q: 3 clusters Score -843821.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -843832.562500 Penalty: 2948.212646
	Iteration 26Q: 3 clusters Score -843832.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -843841.437500 Penalty: 2948.212646
	Iteration 27Q: 3 clusters Score -843841.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -843845.875000 Penalty: 2948.212646
	Iteration 28Q: 3 clusters Score -843845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -843847.937500 Penalty: 2948.212646
	Iteration 29Q: 3 clusters Score -843847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -843849.250000 Penalty: 2948.212646
	Iteration 30Q: 3 clusters Score -843849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -843849.375000 Penalty: 2948.212646
	Iteration 31Q: 3 clusters Score -843849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -843849.312500 Penalty: 2948.212646
	Iteration 32Q: 3 clusters Score -843849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -843849.312500 Penalty: 2948.212646
	Iteration 33F: 3 clusters Score -843849.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Entering Unmasked Estep 
Score: -1715874.875000 Penalty: 1594.703857
	Iteration 0F: 2 clusters Score -1715875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1703278.000000 Penalty: 3189.407715
	Iteration 0F: 3 clusters Score -1703278 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1707749.375000 Penalty: 3189.407715
	Iteration 1F: 3 clusters Score -1707749 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1708060.125000 Penalty: 3189.407715
	Iteration 2Q: 3 clusters Score -1708060 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1708382.000000 Penalty: 3189.407715
	Iteration 3Q: 3 clusters Score -1708382 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1708685.625000 Penalty: 3189.407715
	Iteration 4Q: 3 clusters Score -1708686 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1709058.875000 Penalty: 3189.407715
	Iteration 5Q: 3 clusters Score -1709059 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1709499.375000 Penalty: 3189.407715
	Iteration 6Q: 3 clusters Score -1709499 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1710069.125000 Penalty: 3189.407715
	Iteration 7Q: 3 clusters Score -1710069 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1710697.000000 Penalty: 3189.407715
	Iteration 8Q: 3 clusters Score -1710697 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1711299.250000 Penalty: 3189.407715
	Iteration 9Q: 3 clusters Score -1711299 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1711823.750000 Penalty: 3189.407715
	Iteration 10Q: 3 clusters Score -1711824 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1712242.500000 Penalty: 3189.407715
	Iteration 11Q: 3 clusters Score -1712242 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1712583.125000 Penalty: 3189.407715
	Iteration 12Q: 3 clusters Score -1712583 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1712876.250000 Penalty: 3189.407715
	Iteration 13Q: 3 clusters Score -1712876 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1713115.750000 Penalty: 3189.407715
	Iteration 14Q: 3 clusters Score -1713116 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1713348.750000 Penalty: 3189.407715
	Iteration 15Q: 3 clusters Score -1713349 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1713557.500000 Penalty: 3189.407715
	Iteration 16Q: 3 clusters Score -1713558 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1713762.000000 Penalty: 3189.407715
	Iteration 17Q: 3 clusters Score -1713762 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1713918.875000 Penalty: 3189.407715
	Iteration 18Q: 3 clusters Score -1713919 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1714033.000000 Penalty: 3189.407715
	Iteration 19Q: 3 clusters Score -1714033 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1714120.125000 Penalty: 3189.407715
	Iteration 20F: 3 clusters Score -1714120 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1714188.875000 Penalty: 3189.407715
	Iteration 21Q: 3 clusters Score -1714189 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1714248.125000 Penalty: 3189.407715
	Iteration 22Q: 3 clusters Score -1714248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1714288.375000 Penalty: 3189.407715
	Iteration 23Q: 3 clusters Score -1714288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1714334.250000 Penalty: 3189.407715
	Iteration 24Q: 3 clusters Score -1714334 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1714374.250000 Penalty: 3189.407715
	Iteration 25Q: 3 clusters Score -1714374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1714410.000000 Penalty: 3189.407715
	Iteration 26Q: 3 clusters Score -1714410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1714426.500000 Penalty: 3189.407715
	Iteration 27Q: 3 clusters Score -1714426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1714443.375000 Penalty: 3189.407715
	Iteration 28Q: 3 clusters Score -1714443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1714464.500000 Penalty: 3189.407715
	Iteration 29Q: 3 clusters Score -1714464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1714477.625000 Penalty: 3189.407715
	Iteration 30Q: 3 clusters Score -1714478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1714495.125000 Penalty: 3189.407715
	Iteration 31Q: 3 clusters Score -1714495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1714501.375000 Penalty: 3189.407715
	Iteration 32Q: 3 clusters Score -1714501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1714507.500000 Penalty: 3189.407715
	Iteration 33Q: 3 clusters Score -1714508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1714514.625000 Penalty: 3189.407715
	Iteration 34Q: 3 clusters Score -1714515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1714522.125000 Penalty: 3189.407715
	Iteration 35Q: 3 clusters Score -1714522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1714524.500000 Penalty: 3189.407715
	Iteration 36Q: 3 clusters Score -1714524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1714531.875000 Penalty: 3189.407715
	Iteration 37Q: 3 clusters Score -1714532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1714536.000000 Penalty: 3189.407715
	Iteration 38Q: 3 clusters Score -1714536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1714546.625000 Penalty: 3189.407715
	Iteration 39Q: 3 clusters Score -1714547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1714548.625000 Penalty: 3189.407715
	Iteration 40F: 3 clusters Score -1714549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1714549.750000 Penalty: 3189.407715
	Iteration 41Q: 3 clusters Score -1714550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1714550.625000 Penalty: 3189.407715
	Iteration 42Q: 3 clusters Score -1714551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1714550.875000 Penalty: 3189.407715
	Iteration 43Q: 3 clusters Score -1714551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1714550.875000 Penalty: 3189.407715
	Iteration 44F: 3 clusters Score -1714551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -443102.000000 Penalty: 1372.076294
	Iteration 0F: 2 clusters Score -443102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -439311.562500 Penalty: 2744.152588
	Iteration 0F: 3 clusters Score -439311.6 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -440323.062500 Penalty: 2744.152588
	Iteration 1F: 3 clusters Score -440323.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -440503.218750 Penalty: 2744.152588
	Iteration 2F: 3 clusters Score -440503.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -440627.718750 Penalty: 2744.152588
	Iteration 3F: 3 clusters Score -440627.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -440724.031250 Penalty: 2744.152588
	Iteration 4Q: 3 clusters Score -440724 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -440805.125000 Penalty: 2744.152588
	Iteration 5Q: 3 clusters Score -440805.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -440865.750000 Penalty: 2744.152588
	Iteration 6Q: 3 clusters Score -440865.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -440947.218750 Penalty: 2744.152588
	Iteration 7Q: 3 clusters Score -440947.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -441027.218750 Penalty: 2744.152588
	Iteration 8Q: 3 clusters Score -441027.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -441117.875000 Penalty: 2744.152588
	Iteration 9Q: 3 clusters Score -441117.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -441209.812500 Penalty: 2744.152588
	Iteration 10Q: 3 clusters Score -441209.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -441295.437500 Penalty: 2744.152588
	Iteration 11Q: 3 clusters Score -441295.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -441362.375000 Penalty: 2744.152588
	Iteration 12Q: 3 clusters Score -441362.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -441426.562500 Penalty: 2744.152588
	Iteration 13Q: 3 clusters Score -441426.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -441487.968750 Penalty: 2744.152588
	Iteration 14Q: 3 clusters Score -441488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -441525.687500 Penalty: 2744.152588
	Iteration 15Q: 3 clusters Score -441525.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -441547.843750 Penalty: 2744.152588
	Iteration 16Q: 3 clusters Score -441547.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -441565.281250 Penalty: 2744.152588
	Iteration 17Q: 3 clusters Score -441565.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -441573.468750 Penalty: 2744.152588
	Iteration 18Q: 3 clusters Score -441573.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -441582.156250 Penalty: 2744.152588
	Iteration 19Q: 3 clusters Score -441582.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -441588.250000 Penalty: 2744.152588
	Iteration 20F: 3 clusters Score -441588.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -441594.500000 Penalty: 2744.152588
	Iteration 21Q: 3 clusters Score -441594.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -441600.375000 Penalty: 2744.152588
	Iteration 22Q: 3 clusters Score -441600.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -441604.125000 Penalty: 2744.152588
	Iteration 23Q: 3 clusters Score -441604.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -441609.562500 Penalty: 2744.152588
	Iteration 24Q: 3 clusters Score -441609.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -441615.531250 Penalty: 2744.152588
	Iteration 25Q: 3 clusters Score -441615.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -441618.468750 Penalty: 2744.152588
	Iteration 26Q: 3 clusters Score -441618.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -441622.531250 Penalty: 2744.152588
	Iteration 27Q: 3 clusters Score -441622.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -441628.062500 Penalty: 2744.152588
	Iteration 28Q: 3 clusters Score -441628.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -441634.718750 Penalty: 2744.152588
	Iteration 29Q: 3 clusters Score -441634.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -441639.750000 Penalty: 2744.152588
	Iteration 30Q: 3 clusters Score -441639.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -441646.250000 Penalty: 2744.152588
	Iteration 31Q: 3 clusters Score -441646.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -441652.343750 Penalty: 2744.152588
	Iteration 32Q: 3 clusters Score -441652.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -441656.312500 Penalty: 2744.152588
	Iteration 33Q: 3 clusters Score -441656.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -441660.343750 Penalty: 2744.152588
	Iteration 34Q: 3 clusters Score -441660.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -441662.937500 Penalty: 2744.152588
	Iteration 35Q: 3 clusters Score -441662.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -441665.468750 Penalty: 2744.152588
	Iteration 36Q: 3 clusters Score -441665.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -441668.281250 Penalty: 2744.152588
	Iteration 37Q: 3 clusters Score -441668.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -441669.656250 Penalty: 2744.152588
	Iteration 38Q: 3 clusters Score -441669.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -441669.906250 Penalty: 2744.152588
	Iteration 39Q: 3 clusters Score -441669.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -441671.843750 Penalty: 2744.152588
	Iteration 40F: 3 clusters Score -441671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -441674.093750 Penalty: 2744.152588
	Iteration 41Q: 3 clusters Score -441674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -441674.937500 Penalty: 2744.152588
	Iteration 42Q: 3 clusters Score -441674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -441675.718750 Penalty: 2744.152588
	Iteration 43Q: 3 clusters Score -441675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -441676.093750 Penalty: 2744.152588
	Iteration 44Q: 3 clusters Score -441676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -441678.093750 Penalty: 2744.152588
	Iteration 45Q: 3 clusters Score -441678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -441677.593750 Penalty: 2744.152588
	Iteration 46Q: 3 clusters Score -441677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -441678.343750 Penalty: 2744.152588
	Iteration 47Q: 3 clusters Score -441678.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -441679.968750 Penalty: 2744.152588
	Iteration 48Q: 3 clusters Score -441680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -441681.218750 Penalty: 2744.152588
	Iteration 49Q: 3 clusters Score -441681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -441681.562500 Penalty: 2744.152588
	Iteration 50Q: 3 clusters Score -441681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -441682.093750 Penalty: 2744.152588
	Iteration 51Q: 3 clusters Score -441682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -441682.093750 Penalty: 2744.152588
	Iteration 52Q: 3 clusters Score -441682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -441681.656250 Penalty: 2744.152588
	Iteration 53Q: 3 clusters Score -441681.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -441681.656250 Penalty: 2744.152588
	Iteration 54F: 3 clusters Score -441681.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Entering Unmasked Estep 
Score: -972552.187500 Penalty: 1501.088623
	Iteration 0F: 2 clusters Score -972552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -965181.125000 Penalty: 3002.177246
	Iteration 0F: 3 clusters Score -965181.1 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -967628.062500 Penalty: 3002.177246
	Iteration 1F: 3 clusters Score -967628.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -967929.812500 Penalty: 3002.177246
	Iteration 2F: 3 clusters Score -967929.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -968200.000000 Penalty: 3002.177246
	Iteration 3F: 3 clusters Score -968200 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -968454.312500 Penalty: 3002.177246
	Iteration 4F: 3 clusters Score -968454.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -968708.500000 Penalty: 3002.177246
	Iteration 5Q: 3 clusters Score -968708.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -968982.562500 Penalty: 3002.177246
	Iteration 6Q: 3 clusters Score -968982.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -969253.187500 Penalty: 3002.177246
	Iteration 7Q: 3 clusters Score -969253.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -969515.187500 Penalty: 3002.177246
	Iteration 8Q: 3 clusters Score -969515.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -969744.687500 Penalty: 3002.177246
	Iteration 9Q: 3 clusters Score -969744.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -969952.750000 Penalty: 3002.177246
	Iteration 10Q: 3 clusters Score -969952.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -970158.125000 Penalty: 3002.177246
	Iteration 11Q: 3 clusters Score -970158.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -970336.687500 Penalty: 3002.177246
	Iteration 12Q: 3 clusters Score -970336.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -970483.125000 Penalty: 3002.177246
	Iteration 13Q: 3 clusters Score -970483.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -970601.750000 Penalty: 3002.177246
	Iteration 14Q: 3 clusters Score -970601.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -970697.562500 Penalty: 3002.177246
	Iteration 15Q: 3 clusters Score -970697.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -970776.187500 Penalty: 3002.177246
	Iteration 16Q: 3 clusters Score -970776.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -970823.500000 Penalty: 3002.177246
	Iteration 17Q: 3 clusters Score -970823.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -970844.312500 Penalty: 3002.177246
	Iteration 18Q: 3 clusters Score -970844.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -970858.500000 Penalty: 3002.177246
	Iteration 19Q: 3 clusters Score -970858.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -970869.750000 Penalty: 3002.177246
	Iteration 20F: 3 clusters Score -970869.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -970883.062500 Penalty: 3002.177246
	Iteration 21Q: 3 clusters Score -970883.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -970888.437500 Penalty: 3002.177246
	Iteration 22Q: 3 clusters Score -970888.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -970890.437500 Penalty: 3002.177246
	Iteration 23Q: 3 clusters Score -970890.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -970893.687500 Penalty: 3002.177246
	Iteration 24Q: 3 clusters Score -970893.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -970896.375000 Penalty: 3002.177246
	Iteration 25Q: 3 clusters Score -970896.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -970898.000000 Penalty: 3002.177246
	Iteration 26Q: 3 clusters Score -970898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -970897.125000 Penalty: 3002.177246
	Iteration 27Q: 3 clusters Score -970897.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -970897.687500 Penalty: 3002.177246
	Iteration 28Q: 3 clusters Score -970897.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -970897.625000 Penalty: 3002.177246
	Iteration 29Q: 3 clusters Score -970897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -970898.250000 Penalty: 3002.177246
	Iteration 30Q: 3 clusters Score -970898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -970899.375000 Penalty: 3002.177246
	Iteration 31Q: 3 clusters Score -970899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -970899.812500 Penalty: 3002.177246
	Iteration 32Q: 3 clusters Score -970899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -970899.375000 Penalty: 3002.177246
	Iteration 33Q: 3 clusters Score -970899.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -970899.375000 Penalty: 3002.177246
	Iteration 34F: 3 clusters Score -970899.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -564768.062500 Penalty: 1408.218262
	Iteration 0F: 2 clusters Score -564768.1 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 2905 members 
Entering Unmasked Estep 
Score: -560271.250000 Penalty: 2816.436523
	Iteration 0F: 3 clusters Score -560271.2 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -561550.750000 Penalty: 2816.436523
	Iteration 1F: 3 clusters Score -561550.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -561724.937500 Penalty: 2816.436523
	Iteration 2F: 3 clusters Score -561724.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -561846.875000 Penalty: 2816.436523
	Iteration 3F: 3 clusters Score -561846.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -561946.312500 Penalty: 2816.436523
	Iteration 4Q: 3 clusters Score -561946.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -562031.500000 Penalty: 2816.436523
	Iteration 5Q: 3 clusters Score -562031.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -562104.437500 Penalty: 2816.436523
	Iteration 6Q: 3 clusters Score -562104.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -562158.500000 Penalty: 2816.436523
	Iteration 7Q: 3 clusters Score -562158.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -562218.000000 Penalty: 2816.436523
	Iteration 8Q: 3 clusters Score -562218 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -562281.562500 Penalty: 2816.436523
	Iteration 9Q: 3 clusters Score -562281.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -562347.187500 Penalty: 2816.436523
	Iteration 10Q: 3 clusters Score -562347.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -562429.250000 Penalty: 2816.436523
	Iteration 11Q: 3 clusters Score -562429.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -562523.750000 Penalty: 2816.436523
	Iteration 12Q: 3 clusters Score -562523.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -562622.937500 Penalty: 2816.436523
	Iteration 13Q: 3 clusters Score -562622.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -562747.625000 Penalty: 2816.436523
	Iteration 14Q: 3 clusters Score -562747.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -562855.437500 Penalty: 2816.436523
	Iteration 15Q: 3 clusters Score -562855.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -562938.500000 Penalty: 2816.436523
	Iteration 16Q: 3 clusters Score -562938.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -563007.500000 Penalty: 2816.436523
	Iteration 17Q: 3 clusters Score -563007.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -563051.937500 Penalty: 2816.436523
	Iteration 18Q: 3 clusters Score -563051.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -563085.625000 Penalty: 2816.436523
	Iteration 19Q: 3 clusters Score -563085.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -563121.000000 Penalty: 2816.436523
	Iteration 20F: 3 clusters Score -563121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -563149.125000 Penalty: 2816.436523
	Iteration 21Q: 3 clusters Score -563149.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -563173.062500 Penalty: 2816.436523
	Iteration 22Q: 3 clusters Score -563173.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -563202.000000 Penalty: 2816.436523
	Iteration 23Q: 3 clusters Score -563202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -563228.437500 Penalty: 2816.436523
	Iteration 24Q: 3 clusters Score -563228.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -563257.875000 Penalty: 2816.436523
	Iteration 25Q: 3 clusters Score -563257.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -563287.250000 Penalty: 2816.436523
	Iteration 26Q: 3 clusters Score -563287.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -563310.812500 Penalty: 2816.436523
	Iteration 27Q: 3 clusters Score -563310.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -563334.625000 Penalty: 2816.436523
	Iteration 28Q: 3 clusters Score -563334.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -563349.812500 Penalty: 2816.436523
	Iteration 29Q: 3 clusters Score -563349.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -563357.062500 Penalty: 2816.436523
	Iteration 30Q: 3 clusters Score -563357.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -563366.187500 Penalty: 2816.436523
	Iteration 31Q: 3 clusters Score -563366.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -563374.125000 Penalty: 2816.436523
	Iteration 32Q: 3 clusters Score -563374.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -563383.437500 Penalty: 2816.436523
	Iteration 33Q: 3 clusters Score -563383.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -563389.187500 Penalty: 2816.436523
	Iteration 34Q: 3 clusters Score -563389.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -563395.437500 Penalty: 2816.436523
	Iteration 35Q: 3 clusters Score -563395.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -563403.375000 Penalty: 2816.436523
	Iteration 36Q: 3 clusters Score -563403.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -563409.812500 Penalty: 2816.436523
	Iteration 37Q: 3 clusters Score -563409.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -563417.250000 Penalty: 2816.436523
	Iteration 38Q: 3 clusters Score -563417.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -563422.437500 Penalty: 2816.436523
	Iteration 39Q: 3 clusters Score -563422.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -563424.375000 Penalty: 2816.436523
	Iteration 40F: 3 clusters Score -563424.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -563428.625000 Penalty: 2816.436523
	Iteration 41Q: 3 clusters Score -563428.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -563432.500000 Penalty: 2816.436523
	Iteration 42Q: 3 clusters Score -563432.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -563435.812500 Penalty: 2816.436523
	Iteration 43Q: 3 clusters Score -563435.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -563439.125000 Penalty: 2816.436523
	Iteration 44Q: 3 clusters Score -563439.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -563444.375000 Penalty: 2816.436523
	Iteration 45Q: 3 clusters Score -563444.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -563449.187500 Penalty: 2816.436523
	Iteration 46Q: 3 clusters Score -563449.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -563454.500000 Penalty: 2816.436523
	Iteration 47Q: 3 clusters Score -563454.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -563460.625000 Penalty: 2816.436523
	Iteration 48Q: 3 clusters Score -563460.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -563467.437500 Penalty: 2816.436523
	Iteration 49Q: 3 clusters Score -563467.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -563478.562500 Penalty: 2816.436523
	Iteration 50Q: 3 clusters Score -563478.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -563485.062500 Penalty: 2816.436523
	Iteration 51Q: 3 clusters Score -563485.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -563488.812500 Penalty: 2816.436523
	Iteration 52Q: 3 clusters Score -563488.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -563492.500000 Penalty: 2816.436523
	Iteration 53Q: 3 clusters Score -563492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -563492.812500 Penalty: 2816.436523
	Iteration 54Q: 3 clusters Score -563492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -563493.750000 Penalty: 2816.436523
	Iteration 55Q: 3 clusters Score -563493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -563495.125000 Penalty: 2816.436523
	Iteration 56Q: 3 clusters Score -563495.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -563495.937500 Penalty: 2816.436523
	Iteration 57Q: 3 clusters Score -563495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -563495.937500 Penalty: 2816.436523
	Iteration 58Q: 3 clusters Score -563495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -563497.437500 Penalty: 2816.436523
	Iteration 59Q: 3 clusters Score -563497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -563497.437500 Penalty: 2816.436523
	Iteration 60F: 3 clusters Score -563497.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -225327.343750 Penalty: 1262.386597
	Iteration 0F: 2 clusters Score -225327.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -223045.078125 Penalty: 2524.773193
	Iteration 0F: 3 clusters Score -223045.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -223543.234375 Penalty: 2524.773193
	Iteration 1F: 3 clusters Score -223543.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -223648.468750 Penalty: 2524.773193
	Iteration 2F: 3 clusters Score -223648.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -223701.984375 Penalty: 2524.773193
	Iteration 3Q: 3 clusters Score -223702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -223745.453125 Penalty: 2524.773193
	Iteration 4Q: 3 clusters Score -223745.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -223781.828125 Penalty: 2524.773193
	Iteration 5Q: 3 clusters Score -223781.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -223809.703125 Penalty: 2524.773193
	Iteration 6Q: 3 clusters Score -223809.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -223829.296875 Penalty: 2524.773193
	Iteration 7Q: 3 clusters Score -223829.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -223845.578125 Penalty: 2524.773193
	Iteration 8Q: 3 clusters Score -223845.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -223864.171875 Penalty: 2524.773193
	Iteration 9Q: 3 clusters Score -223864.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -223878.984375 Penalty: 2524.773193
	Iteration 10Q: 3 clusters Score -223879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -223887.187500 Penalty: 2524.773193
	Iteration 11Q: 3 clusters Score -223887.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -223895.406250 Penalty: 2524.773193
	Iteration 12Q: 3 clusters Score -223895.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -223902.203125 Penalty: 2524.773193
	Iteration 13Q: 3 clusters Score -223902.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -223907.484375 Penalty: 2524.773193
	Iteration 14Q: 3 clusters Score -223907.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -223910.296875 Penalty: 2524.773193
	Iteration 15Q: 3 clusters Score -223910.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -223913.109375 Penalty: 2524.773193
	Iteration 16Q: 3 clusters Score -223913.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -223915.171875 Penalty: 2524.773193
	Iteration 17Q: 3 clusters Score -223915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -223917.421875 Penalty: 2524.773193
	Iteration 18Q: 3 clusters Score -223917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -223919.484375 Penalty: 2524.773193
	Iteration 19Q: 3 clusters Score -223919.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -223919.937500 Penalty: 2524.773193
	Iteration 20F: 3 clusters Score -223919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -223921.484375 Penalty: 2524.773193
	Iteration 21Q: 3 clusters Score -223921.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -223923.515625 Penalty: 2524.773193
	Iteration 22Q: 3 clusters Score -223923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223926.515625 Penalty: 2524.773193
	Iteration 23Q: 3 clusters Score -223926.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -223928.031250 Penalty: 2524.773193
	Iteration 24Q: 3 clusters Score -223928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -223929.140625 Penalty: 2524.773193
	Iteration 25Q: 3 clusters Score -223929.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -223929.140625 Penalty: 2524.773193
	Iteration 26F: 3 clusters Score -223929.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -909871.312500 Penalty: 1491.646851
	Iteration 0F: 2 clusters Score -909871.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -902899.937500 Penalty: 2983.293701
	Iteration 0F: 3 clusters Score -902899.9 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -905206.750000 Penalty: 2983.293701
	Iteration 1F: 3 clusters Score -905206.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -905505.875000 Penalty: 2983.293701
	Iteration 2F: 3 clusters Score -905505.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -905756.312500 Penalty: 2983.293701
	Iteration 3F: 3 clusters Score -905756.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -905983.937500 Penalty: 2983.293701
	Iteration 4Q: 3 clusters Score -905983.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -906224.375000 Penalty: 2983.293701
	Iteration 5Q: 3 clusters Score -906224.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -906491.250000 Penalty: 2983.293701
	Iteration 6Q: 3 clusters Score -906491.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -906817.312500 Penalty: 2983.293701
	Iteration 7Q: 3 clusters Score -906817.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -907129.375000 Penalty: 2983.293701
	Iteration 8Q: 3 clusters Score -907129.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -907433.062500 Penalty: 2983.293701
	Iteration 9Q: 3 clusters Score -907433.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -907680.500000 Penalty: 2983.293701
	Iteration 10Q: 3 clusters Score -907680.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -907899.687500 Penalty: 2983.293701
	Iteration 11Q: 3 clusters Score -907899.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -908053.250000 Penalty: 2983.293701
	Iteration 12Q: 3 clusters Score -908053.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -908174.687500 Penalty: 2983.293701
	Iteration 13Q: 3 clusters Score -908174.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -908261.937500 Penalty: 2983.293701
	Iteration 14Q: 3 clusters Score -908261.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -908335.375000 Penalty: 2983.293701
	Iteration 15Q: 3 clusters Score -908335.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -908402.750000 Penalty: 2983.293701
	Iteration 16Q: 3 clusters Score -908402.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -908467.312500 Penalty: 2983.293701
	Iteration 17Q: 3 clusters Score -908467.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -908519.312500 Penalty: 2983.293701
	Iteration 18Q: 3 clusters Score -908519.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -908559.250000 Penalty: 2983.293701
	Iteration 19Q: 3 clusters Score -908559.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -908596.250000 Penalty: 2983.293701
	Iteration 20F: 3 clusters Score -908596.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -908623.437500 Penalty: 2983.293701
	Iteration 21Q: 3 clusters Score -908623.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -908648.750000 Penalty: 2983.293701
	Iteration 22Q: 3 clusters Score -908648.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -908665.375000 Penalty: 2983.293701
	Iteration 23Q: 3 clusters Score -908665.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -908682.312500 Penalty: 2983.293701
	Iteration 24Q: 3 clusters Score -908682.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -908697.437500 Penalty: 2983.293701
	Iteration 25Q: 3 clusters Score -908697.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -908709.937500 Penalty: 2983.293701
	Iteration 26Q: 3 clusters Score -908709.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -908716.125000 Penalty: 2983.293701
	Iteration 27Q: 3 clusters Score -908716.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -908719.687500 Penalty: 2983.293701
	Iteration 28Q: 3 clusters Score -908719.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -908724.000000 Penalty: 2983.293701
	Iteration 29Q: 3 clusters Score -908724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -908730.375000 Penalty: 2983.293701
	Iteration 30Q: 3 clusters Score -908730.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -908733.250000 Penalty: 2983.293701
	Iteration 31Q: 3 clusters Score -908733.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -908738.250000 Penalty: 2983.293701
	Iteration 32Q: 3 clusters Score -908738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -908740.500000 Penalty: 2983.293701
	Iteration 33Q: 3 clusters Score -908740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -908741.812500 Penalty: 2983.293701
	Iteration 34Q: 3 clusters Score -908741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -908744.312500 Penalty: 2983.293701
	Iteration 35Q: 3 clusters Score -908744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -908746.625000 Penalty: 2983.293701
	Iteration 36Q: 3 clusters Score -908746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -908748.937500 Penalty: 2983.293701
	Iteration 37Q: 3 clusters Score -908748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -908749.875000 Penalty: 2983.293701
	Iteration 38Q: 3 clusters Score -908749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -908751.000000 Penalty: 2983.293701
	Iteration 39Q: 3 clusters Score -908751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -908750.062500 Penalty: 2983.293701
	Iteration 40F: 3 clusters Score -908750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -908750.562500 Penalty: 2983.293701
	Iteration 41Q: 3 clusters Score -908750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -908751.250000 Penalty: 2983.293701
	Iteration 42Q: 3 clusters Score -908751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -908752.062500 Penalty: 2983.293701
	Iteration 43Q: 3 clusters Score -908752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -908751.437500 Penalty: 2983.293701
	Iteration 44Q: 3 clusters Score -908751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -908754.375000 Penalty: 2983.293701
	Iteration 45Q: 3 clusters Score -908754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -908753.687500 Penalty: 2983.293701
	Iteration 46Q: 3 clusters Score -908753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -908756.375000 Penalty: 2983.293701
	Iteration 47Q: 3 clusters Score -908756.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -908759.250000 Penalty: 2983.293701
	Iteration 48Q: 3 clusters Score -908759.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -908764.312500 Penalty: 2983.293701
	Iteration 49Q: 3 clusters Score -908764.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -908765.187500 Penalty: 2983.293701
	Iteration 50Q: 3 clusters Score -908765.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -908767.625000 Penalty: 2983.293701
	Iteration 51Q: 3 clusters Score -908767.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -908771.187500 Penalty: 2983.293701
	Iteration 52Q: 3 clusters Score -908771.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -908774.687500 Penalty: 2983.293701
	Iteration 53Q: 3 clusters Score -908774.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -908773.437500 Penalty: 2983.293701
	Iteration 54Q: 3 clusters Score -908773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -908774.125000 Penalty: 2983.293701
	Iteration 55Q: 3 clusters Score -908774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -908774.125000 Penalty: 2983.293701
	Iteration 56F: 3 clusters Score -908774.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Entering Unmasked Estep 
Score: -264799.500000 Penalty: 1289.008789
	Iteration 0F: 2 clusters Score -264799.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -262198.937500 Penalty: 2578.017578
	Iteration 0F: 3 clusters Score -262198.9 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -262838.031250 Penalty: 2578.017578
	Iteration 1F: 3 clusters Score -262838 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -263008.625000 Penalty: 2578.017578
	Iteration 2F: 3 clusters Score -263008.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -263115.031250 Penalty: 2578.017578
	Iteration 3F: 3 clusters Score -263115 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -263202.781250 Penalty: 2578.017578
	Iteration 4Q: 3 clusters Score -263202.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -263278.875000 Penalty: 2578.017578
	Iteration 5Q: 3 clusters Score -263278.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -263344.156250 Penalty: 2578.017578
	Iteration 6Q: 3 clusters Score -263344.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -263389.625000 Penalty: 2578.017578
	Iteration 7Q: 3 clusters Score -263389.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -263424.312500 Penalty: 2578.017578
	Iteration 8Q: 3 clusters Score -263424.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -263473.843750 Penalty: 2578.017578
	Iteration 9Q: 3 clusters Score -263473.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -263502.031250 Penalty: 2578.017578
	Iteration 10Q: 3 clusters Score -263502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -263525.562500 Penalty: 2578.017578
	Iteration 11Q: 3 clusters Score -263525.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -263544.500000 Penalty: 2578.017578
	Iteration 12Q: 3 clusters Score -263544.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -263560.687500 Penalty: 2578.017578
	Iteration 13Q: 3 clusters Score -263560.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -263576.531250 Penalty: 2578.017578
	Iteration 14Q: 3 clusters Score -263576.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -263590.437500 Penalty: 2578.017578
	Iteration 15Q: 3 clusters Score -263590.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -263604.343750 Penalty: 2578.017578
	Iteration 16Q: 3 clusters Score -263604.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -263613.687500 Penalty: 2578.017578
	Iteration 17Q: 3 clusters Score -263613.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -263628.312500 Penalty: 2578.017578
	Iteration 18Q: 3 clusters Score -263628.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -263645.656250 Penalty: 2578.017578
	Iteration 19Q: 3 clusters Score -263645.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -263660.812500 Penalty: 2578.017578
	Iteration 20F: 3 clusters Score -263660.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -263670.812500 Penalty: 2578.017578
	Iteration 21Q: 3 clusters Score -263670.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -263677.625000 Penalty: 2578.017578
	Iteration 22Q: 3 clusters Score -263677.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -263685.062500 Penalty: 2578.017578
	Iteration 23Q: 3 clusters Score -263685.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -263692.875000 Penalty: 2578.017578
	Iteration 24Q: 3 clusters Score -263692.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -263702.500000 Penalty: 2578.017578
	Iteration 25Q: 3 clusters Score -263702.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -263712.562500 Penalty: 2578.017578
	Iteration 26Q: 3 clusters Score -263712.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -263718.375000 Penalty: 2578.017578
	Iteration 27Q: 3 clusters Score -263718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -263722.843750 Penalty: 2578.017578
	Iteration 28Q: 3 clusters Score -263722.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -263732.437500 Penalty: 2578.017578
	Iteration 29Q: 3 clusters Score -263732.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -263741.250000 Penalty: 2578.017578
	Iteration 30Q: 3 clusters Score -263741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -263749.937500 Penalty: 2578.017578
	Iteration 31Q: 3 clusters Score -263749.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -263754.593750 Penalty: 2578.017578
	Iteration 32Q: 3 clusters Score -263754.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -263761.000000 Penalty: 2578.017578
	Iteration 33Q: 3 clusters Score -263761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -263765.593750 Penalty: 2578.017578
	Iteration 34Q: 3 clusters Score -263765.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -263770.718750 Penalty: 2578.017578
	Iteration 35Q: 3 clusters Score -263770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -263772.062500 Penalty: 2578.017578
	Iteration 36Q: 3 clusters Score -263772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -263772.468750 Penalty: 2578.017578
	Iteration 37Q: 3 clusters Score -263772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -263773.562500 Penalty: 2578.017578
	Iteration 38Q: 3 clusters Score -263773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -263775.312500 Penalty: 2578.017578
	Iteration 39Q: 3 clusters Score -263775.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -263778.187500 Penalty: 2578.017578
	Iteration 40F: 3 clusters Score -263778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -263778.843750 Penalty: 2578.017578
	Iteration 41Q: 3 clusters Score -263778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -263778.843750 Penalty: 2578.017578
	Iteration 42F: 3 clusters Score -263778.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (121377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121377 members 
Entering Unmasked Estep 
Score: -11670409.000000 Penalty: 1902.331665
	Iteration 0F: 2 clusters Score -1.167041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -11589352.000000 Penalty: 3804.663330
	Iteration 0F: 3 clusters Score -1.158935e+07 nChanged 58263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -11623510.000000 Penalty: 3804.663330
	Iteration 1F: 3 clusters Score -1.162351e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -11624583.000000 Penalty: 3804.663330
	Iteration 2Q: 3 clusters Score -1.162458e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -11625756.000000 Penalty: 3804.663330
	Iteration 3Q: 3 clusters Score -1.162576e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -11627093.000000 Penalty: 3804.663330
	Iteration 4Q: 3 clusters Score -1.162709e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -11628857.000000 Penalty: 3804.663330
	Iteration 5Q: 3 clusters Score -1.162886e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -11631279.000000 Penalty: 3804.663330
	Iteration 6Q: 3 clusters Score -1.163128e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -11634176.000000 Penalty: 3804.663330
	Iteration 7F: 3 clusters Score -1.163418e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -11637537.000000 Penalty: 3804.663330
	Iteration 8F: 3 clusters Score -1.163754e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -11641600.000000 Penalty: 3804.663330
	Iteration 9F: 3 clusters Score -1.16416e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -11646254.000000 Penalty: 3804.663330
	Iteration 10F: 3 clusters Score -1.164625e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -11651186.000000 Penalty: 3804.663330
	Iteration 11F: 3 clusters Score -1.165119e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104727 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -11656368.000000 Penalty: 3804.663330
	Iteration 12F: 3 clusters Score -1.165637e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110527 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -11660980.000000 Penalty: 3804.663330
	Iteration 13Q: 3 clusters Score -1.166098e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114767 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -11664359.000000 Penalty: 3804.663330
	Iteration 14Q: 3 clusters Score -1.166436e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117536 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -11666492.000000 Penalty: 3804.663330
	Iteration 15Q: 3 clusters Score -1.166649e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119124 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -11667509.000000 Penalty: 3804.663330
	Iteration 16Q: 3 clusters Score -1.166751e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119954 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11668075.000000 Penalty: 3804.663330
	Iteration 17Q: 3 clusters Score -1.166808e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120414 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -11668365.000000 Penalty: 3804.663330
	Iteration 18Q: 3 clusters Score -1.166836e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120632 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11668505.000000 Penalty: 3804.663330
	Iteration 19Q: 3 clusters Score -1.16685e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120750 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11668614.000000 Penalty: 3804.663330
	Iteration 20F: 3 clusters Score -1.166861e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11668669.000000 Penalty: 3804.663330
	Iteration 21Q: 3 clusters Score -1.166867e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120853 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11668689.000000 Penalty: 3804.663330
	Iteration 22Q: 3 clusters Score -1.166869e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120880 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11668715.000000 Penalty: 3804.663330
	Iteration 23Q: 3 clusters Score -1.166872e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11668731.000000 Penalty: 3804.663330
	Iteration 24Q: 3 clusters Score -1.166873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120908 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11668739.000000 Penalty: 3804.663330
	Iteration 25Q: 3 clusters Score -1.166874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120923 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11668758.000000 Penalty: 3804.663330
	Iteration 26Q: 3 clusters Score -1.166876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120935 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11668772.000000 Penalty: 3804.663330
	Iteration 27Q: 3 clusters Score -1.166877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120941 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11668787.000000 Penalty: 3804.663330
	Iteration 28Q: 3 clusters Score -1.166879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120948 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11668783.000000 Penalty: 3804.663330
	Iteration 29Q: 3 clusters Score -1.166878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120952 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11668779.000000 Penalty: 3804.663330
	Iteration 30Q: 3 clusters Score -1.166878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120954 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11668785.000000 Penalty: 3804.663330
	Iteration 31Q: 3 clusters Score -1.166878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120958 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11668787.000000 Penalty: 3804.663330
	Iteration 32Q: 3 clusters Score -1.166879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120961 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11668791.000000 Penalty: 3804.663330
	Iteration 33Q: 3 clusters Score -1.166879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120965 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11668796.000000 Penalty: 3804.663330
	Iteration 34Q: 3 clusters Score -1.16688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120967 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11668795.000000 Penalty: 3804.663330
	Iteration 35Q: 3 clusters Score -1.16688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120968 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11668798.000000 Penalty: 3804.663330
	Iteration 36Q: 3 clusters Score -1.16688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120971 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11668794.000000 Penalty: 3804.663330
	Iteration 37Q: 3 clusters Score -1.166879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120970 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11668803.000000 Penalty: 3804.663330
	Iteration 38Q: 3 clusters Score -1.16688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120970 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11668800.000000 Penalty: 3804.663330
	Iteration 39Q: 3 clusters Score -1.16688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120973 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -11668801.000000 Penalty: 3804.663330
	Iteration 40F: 3 clusters Score -1.16688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11668809.000000 Penalty: 3804.663330
	Iteration 41Q: 3 clusters Score -1.166881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120975 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11668816.000000 Penalty: 3804.663330
	Iteration 42Q: 3 clusters Score -1.166882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120977 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -11668822.000000 Penalty: 3804.663330
	Iteration 43Q: 3 clusters Score -1.166882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120979 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11668813.000000 Penalty: 3804.663330
	Iteration 44Q: 3 clusters Score -1.166881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120979 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11668819.000000 Penalty: 3804.663330
	Iteration 45Q: 3 clusters Score -1.166882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120978 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11668823.000000 Penalty: 3804.663330
	Iteration 46Q: 3 clusters Score -1.166882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120978 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11668823.000000 Penalty: 3804.663330
	Iteration 47F: 3 clusters Score -1.166882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Entering Unmasked Estep 
Score: -555807.187500 Penalty: 1408.944702
	Iteration 0F: 2 clusters Score -555807.2 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 2873 members 
Entering Unmasked Estep 
Score: -551255.625000 Penalty: 2817.889404
	Iteration 0F: 3 clusters Score -551255.6 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -552611.812500 Penalty: 2817.889404
	Iteration 1F: 3 clusters Score -552611.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -552810.750000 Penalty: 2817.889404
	Iteration 2F: 3 clusters Score -552810.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -552945.500000 Penalty: 2817.889404
	Iteration 3F: 3 clusters Score -552945.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -553042.312500 Penalty: 2817.889404
	Iteration 4Q: 3 clusters Score -553042.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -553110.062500 Penalty: 2817.889404
	Iteration 5Q: 3 clusters Score -553110.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -553177.000000 Penalty: 2817.889404
	Iteration 6Q: 3 clusters Score -553177 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -553240.000000 Penalty: 2817.889404
	Iteration 7Q: 3 clusters Score -553240 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -553312.812500 Penalty: 2817.889404
	Iteration 8Q: 3 clusters Score -553312.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -553381.187500 Penalty: 2817.889404
	Iteration 9Q: 3 clusters Score -553381.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -553469.500000 Penalty: 2817.889404
	Iteration 10Q: 3 clusters Score -553469.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -553568.312500 Penalty: 2817.889404
	Iteration 11Q: 3 clusters Score -553568.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -553668.437500 Penalty: 2817.889404
	Iteration 12Q: 3 clusters Score -553668.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -553782.187500 Penalty: 2817.889404
	Iteration 13Q: 3 clusters Score -553782.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -553901.937500 Penalty: 2817.889404
	Iteration 14Q: 3 clusters Score -553901.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -554024.125000 Penalty: 2817.889404
	Iteration 15Q: 3 clusters Score -554024.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -554126.625000 Penalty: 2817.889404
	Iteration 16Q: 3 clusters Score -554126.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -554217.562500 Penalty: 2817.889404
	Iteration 17Q: 3 clusters Score -554217.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -554289.750000 Penalty: 2817.889404
	Iteration 18Q: 3 clusters Score -554289.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -554345.750000 Penalty: 2817.889404
	Iteration 19Q: 3 clusters Score -554345.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -554398.562500 Penalty: 2817.889404
	Iteration 20F: 3 clusters Score -554398.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -554439.812500 Penalty: 2817.889404
	Iteration 21Q: 3 clusters Score -554439.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -554466.312500 Penalty: 2817.889404
	Iteration 22Q: 3 clusters Score -554466.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -554494.750000 Penalty: 2817.889404
	Iteration 23Q: 3 clusters Score -554494.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -554521.687500 Penalty: 2817.889404
	Iteration 24Q: 3 clusters Score -554521.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -554545.937500 Penalty: 2817.889404
	Iteration 25Q: 3 clusters Score -554545.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -554566.625000 Penalty: 2817.889404
	Iteration 26Q: 3 clusters Score -554566.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -554591.625000 Penalty: 2817.889404
	Iteration 27Q: 3 clusters Score -554591.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -554612.187500 Penalty: 2817.889404
	Iteration 28Q: 3 clusters Score -554612.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -554630.375000 Penalty: 2817.889404
	Iteration 29Q: 3 clusters Score -554630.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -554637.625000 Penalty: 2817.889404
	Iteration 30Q: 3 clusters Score -554637.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -554641.500000 Penalty: 2817.889404
	Iteration 31Q: 3 clusters Score -554641.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -554643.250000 Penalty: 2817.889404
	Iteration 32Q: 3 clusters Score -554643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -554643.250000 Penalty: 2817.889404
	Iteration 33F: 3 clusters Score -554643.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (106517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106517 members 
Entering Unmasked Estep 
Score: -10138523.000000 Penalty: 1881.109741
	Iteration 0F: 2 clusters Score -1.013852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -10067200.000000 Penalty: 3762.219482
	Iteration 0F: 3 clusters Score -1.00672e+07 nChanged 50951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -10097112.000000 Penalty: 3762.219482
	Iteration 1F: 3 clusters Score -1.009711e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -10098468.000000 Penalty: 3762.219482
	Iteration 2Q: 3 clusters Score -1.009847e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -10100345.000000 Penalty: 3762.219482
	Iteration 3Q: 3 clusters Score -1.010034e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -10103145.000000 Penalty: 3762.219482
	Iteration 4F: 3 clusters Score -1.010314e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -10107193.000000 Penalty: 3762.219482
	Iteration 5F: 3 clusters Score -1.010719e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -10112374.000000 Penalty: 3762.219482
	Iteration 6F: 3 clusters Score -1.011237e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -10118338.000000 Penalty: 3762.219482
	Iteration 7F: 3 clusters Score -1.011834e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -10124553.000000 Penalty: 3762.219482
	Iteration 8F: 3 clusters Score -1.012455e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -10129708.000000 Penalty: 3762.219482
	Iteration 9F: 3 clusters Score -1.012971e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -10132578.000000 Penalty: 3762.219482
	Iteration 10Q: 3 clusters Score -1.013258e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -10134124.000000 Penalty: 3762.219482
	Iteration 11Q: 3 clusters Score -1.013412e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -10135130.000000 Penalty: 3762.219482
	Iteration 12Q: 3 clusters Score -1.013513e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 66525 members 
Entering Unmasked Estep 
Score: -10135738.000000 Penalty: 3762.219482
	Iteration 13Q: 3 clusters Score -1.013574e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -10136216.000000 Penalty: 3762.219482
	Iteration 14Q: 3 clusters Score -1.013622e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -10136496.000000 Penalty: 3762.219482
	Iteration 15Q: 3 clusters Score -1.01365e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -10136695.000000 Penalty: 3762.219482
	Iteration 16Q: 3 clusters Score -1.01367e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -10136871.000000 Penalty: 3762.219482
	Iteration 17Q: 3 clusters Score -1.013687e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -10136964.000000 Penalty: 3762.219482
	Iteration 18Q: 3 clusters Score -1.013696e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -10137038.000000 Penalty: 3762.219482
	Iteration 19Q: 3 clusters Score -1.013704e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -10137148.000000 Penalty: 3762.219482
	Iteration 20F: 3 clusters Score -1.013715e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
Score: -10137215.000000 Penalty: 3762.219482
	Iteration 21Q: 3 clusters Score -1.013722e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
Score: -10137278.000000 Penalty: 3762.219482
	Iteration 22Q: 3 clusters Score -1.013728e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -10137321.000000 Penalty: 3762.219482
	Iteration 23Q: 3 clusters Score -1.013732e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -10137369.000000 Penalty: 3762.219482
	Iteration 24Q: 3 clusters Score -1.013737e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -10137391.000000 Penalty: 3762.219482
	Iteration 25Q: 3 clusters Score -1.013739e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -10137391.000000 Penalty: 3762.219482
	Iteration 26Q: 3 clusters Score -1.013739e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -10137427.000000 Penalty: 3762.219482
	Iteration 27Q: 3 clusters Score -1.013743e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 74669 members 
Entering Unmasked Estep 
Score: -10137428.000000 Penalty: 3762.219482
	Iteration 28Q: 3 clusters Score -1.013743e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 74964 members 
Entering Unmasked Estep 
Score: -10137476.000000 Penalty: 3762.219482
	Iteration 29Q: 3 clusters Score -1.013748e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -10137462.000000 Penalty: 3762.219482
	Iteration 30Q: 3 clusters Score -1.013746e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -10137470.000000 Penalty: 3762.219482
	Iteration 31Q: 3 clusters Score -1.013747e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -10137488.000000 Penalty: 3762.219482
	Iteration 32Q: 3 clusters Score -1.013749e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -10137492.000000 Penalty: 3762.219482
	Iteration 33Q: 3 clusters Score -1.013749e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 76288 members 
Entering Unmasked Estep 
Score: -10137499.000000 Penalty: 3762.219482
	Iteration 34Q: 3 clusters Score -1.01375e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -10137515.000000 Penalty: 3762.219482
	Iteration 35Q: 3 clusters Score -1.013752e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 76732 members 
Entering Unmasked Estep 
Score: -10137486.000000 Penalty: 3762.219482
	Iteration 36Q: 3 clusters Score -1.013749e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -10137504.000000 Penalty: 3762.219482
	Iteration 37Q: 3 clusters Score -1.01375e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -10137504.000000 Penalty: 3762.219482
	Iteration 38Q: 3 clusters Score -1.01375e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
Score: -10137538.000000 Penalty: 3762.219482
	Iteration 39Q: 3 clusters Score -1.013754e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -10137577.000000 Penalty: 3762.219482
	Iteration 40F: 3 clusters Score -1.013758e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -10137610.000000 Penalty: 3762.219482
	Iteration 41Q: 3 clusters Score -1.013761e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 77829 members 
Entering Unmasked Estep 
Score: -10137636.000000 Penalty: 3762.219482
	Iteration 42Q: 3 clusters Score -1.013764e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 78021 members 
Entering Unmasked Estep 
Score: -10137634.000000 Penalty: 3762.219482
	Iteration 43Q: 3 clusters Score -1.013763e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -10137650.000000 Penalty: 3762.219482
	Iteration 44Q: 3 clusters Score -1.013765e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -10137661.000000 Penalty: 3762.219482
	Iteration 45Q: 3 clusters Score -1.013766e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 78531 members 
Entering Unmasked Estep 
Score: -10137663.000000 Penalty: 3762.219482
	Iteration 46Q: 3 clusters Score -1.013766e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 78658 members 
Entering Unmasked Estep 
Score: -10137690.000000 Penalty: 3762.219482
	Iteration 47Q: 3 clusters Score -1.013769e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -10137693.000000 Penalty: 3762.219482
	Iteration 48Q: 3 clusters Score -1.013769e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -10137709.000000 Penalty: 3762.219482
	Iteration 49Q: 3 clusters Score -1.013771e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 79020 members 
Entering Unmasked Estep 
Score: -10137725.000000 Penalty: 3762.219482
	Iteration 50Q: 3 clusters Score -1.013772e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -10137729.000000 Penalty: 3762.219482
	Iteration 51Q: 3 clusters Score -1.013773e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -10137734.000000 Penalty: 3762.219482
	Iteration 52Q: 3 clusters Score -1.013773e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -10137721.000000 Penalty: 3762.219482
	Iteration 53Q: 3 clusters Score -1.013772e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 79316 members 
Entering Unmasked Estep 
Score: -10137724.000000 Penalty: 3762.219482
	Iteration 54Q: 3 clusters Score -1.013772e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -10137714.000000 Penalty: 3762.219482
	Iteration 55Q: 3 clusters Score -1.013771e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 79443 members 
Entering Unmasked Estep 
Score: -10137717.000000 Penalty: 3762.219482
	Iteration 56Q: 3 clusters Score -1.013772e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -10137698.000000 Penalty: 3762.219482
	Iteration 57Q: 3 clusters Score -1.01377e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -10137712.000000 Penalty: 3762.219482
	Iteration 58Q: 3 clusters Score -1.013771e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -10137713.000000 Penalty: 3762.219482
	Iteration 59Q: 3 clusters Score -1.013771e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -10137725.000000 Penalty: 3762.219482
	Iteration 60F: 3 clusters Score -1.013772e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -10137748.000000 Penalty: 3762.219482
	Iteration 61Q: 3 clusters Score -1.013775e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -10137740.000000 Penalty: 3762.219482
	Iteration 62Q: 3 clusters Score -1.013774e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -10137743.000000 Penalty: 3762.219482
	Iteration 63Q: 3 clusters Score -1.013774e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -10137738.000000 Penalty: 3762.219482
	Iteration 64Q: 3 clusters Score -1.013774e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -10137735.000000 Penalty: 3762.219482
	Iteration 65Q: 3 clusters Score -1.013774e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -10137743.000000 Penalty: 3762.219482
	Iteration 66Q: 3 clusters Score -1.013774e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -10137718.000000 Penalty: 3762.219482
	Iteration 67Q: 3 clusters Score -1.013772e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -10137726.000000 Penalty: 3762.219482
	Iteration 68Q: 3 clusters Score -1.013773e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -10137742.000000 Penalty: 3762.219482
	Iteration 69Q: 3 clusters Score -1.013774e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -10137749.000000 Penalty: 3762.219482
	Iteration 70Q: 3 clusters Score -1.013775e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 80435 members 
Entering Unmasked Estep 
Score: -10137736.000000 Penalty: 3762.219482
	Iteration 71Q: 3 clusters Score -1.013774e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -10137748.000000 Penalty: 3762.219482
	Iteration 72Q: 3 clusters Score -1.013775e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -10137763.000000 Penalty: 3762.219482
	Iteration 73Q: 3 clusters Score -1.013776e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -10137765.000000 Penalty: 3762.219482
	Iteration 74Q: 3 clusters Score -1.013776e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -10137773.000000 Penalty: 3762.219482
	Iteration 75Q: 3 clusters Score -1.013777e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -10137774.000000 Penalty: 3762.219482
	Iteration 76Q: 3 clusters Score -1.013777e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -10137774.000000 Penalty: 3762.219482
	Iteration 77Q: 3 clusters Score -1.013777e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
Score: -10137766.000000 Penalty: 3762.219482
	Iteration 78Q: 3 clusters Score -1.013777e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -10137763.000000 Penalty: 3762.219482
	Iteration 79Q: 3 clusters Score -1.013776e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -10137763.000000 Penalty: 3762.219482
	Iteration 80F: 3 clusters Score -1.013776e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -10137758.000000 Penalty: 3762.219482
	Iteration 81Q: 3 clusters Score -1.013776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -10137763.000000 Penalty: 3762.219482
	Iteration 82Q: 3 clusters Score -1.013776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -10137759.000000 Penalty: 3762.219482
	Iteration 83Q: 3 clusters Score -1.013776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -10137767.000000 Penalty: 3762.219482
	Iteration 84Q: 3 clusters Score -1.013777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -10137764.000000 Penalty: 3762.219482
	Iteration 85Q: 3 clusters Score -1.013776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -10137773.000000 Penalty: 3762.219482
	Iteration 86Q: 3 clusters Score -1.013777e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 81096 members 
Entering Unmasked Estep 
Score: -10137774.000000 Penalty: 3762.219482
	Iteration 87Q: 3 clusters Score -1.013777e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 81136 members 
Entering Unmasked Estep 
Score: -10137760.000000 Penalty: 3762.219482
	Iteration 88Q: 3 clusters Score -1.013776e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -10137765.000000 Penalty: 3762.219482
	Iteration 89Q: 3 clusters Score -1.013776e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 81191 members 
Entering Unmasked Estep 
Score: -10137764.000000 Penalty: 3762.219482
	Iteration 90Q: 3 clusters Score -1.013776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -10137767.000000 Penalty: 3762.219482
	Iteration 91Q: 3 clusters Score -1.013777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -10137757.000000 Penalty: 3762.219482
	Iteration 92Q: 3 clusters Score -1.013776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -10137748.000000 Penalty: 3762.219482
	Iteration 93Q: 3 clusters Score -1.013775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -10137766.000000 Penalty: 3762.219482
	Iteration 94Q: 3 clusters Score -1.013777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -10137756.000000 Penalty: 3762.219482
	Iteration 95Q: 3 clusters Score -1.013776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -10137753.000000 Penalty: 3762.219482
	Iteration 96Q: 3 clusters Score -1.013775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -10137731.000000 Penalty: 3762.219482
	Iteration 97Q: 3 clusters Score -1.013773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -10137740.000000 Penalty: 3762.219482
	Iteration 98Q: 3 clusters Score -1.013774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -10137744.000000 Penalty: 3762.219482
	Iteration 99Q: 3 clusters Score -1.013774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -10137736.000000 Penalty: 3762.219482
	Iteration 100F: 3 clusters Score -1.013774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -10137736.000000 Penalty: 3762.219482
	Iteration 101Q: 3 clusters Score -1.013774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -10137732.000000 Penalty: 3762.219482
	Iteration 102Q: 3 clusters Score -1.013773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -10137732.000000 Penalty: 3762.219482
	Iteration 103Q: 3 clusters Score -1.013773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -10137738.000000 Penalty: 3762.219482
	Iteration 104Q: 3 clusters Score -1.013774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -10137738.000000 Penalty: 3762.219482
	Iteration 105F: 3 clusters Score -1.013774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Entering Unmasked Estep 
Score: -293815.375000 Penalty: 1321.517090
	Iteration 0F: 2 clusters Score -293815.4 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 1736 members 
Entering Unmasked Estep 
Score: -290860.656250 Penalty: 2643.034180
	Iteration 0F: 3 clusters Score -290860.7 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -291693.906250 Penalty: 2643.034180
	Iteration 1F: 3 clusters Score -291693.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -291860.812500 Penalty: 2643.034180
	Iteration 2F: 3 clusters Score -291860.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -291954.968750 Penalty: 2643.034180
	Iteration 3Q: 3 clusters Score -291955 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -292028.531250 Penalty: 2643.034180
	Iteration 4Q: 3 clusters Score -292028.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -292081.625000 Penalty: 2643.034180
	Iteration 5Q: 3 clusters Score -292081.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -292124.875000 Penalty: 2643.034180
	Iteration 6Q: 3 clusters Score -292124.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -292176.718750 Penalty: 2643.034180
	Iteration 7Q: 3 clusters Score -292176.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -292234.406250 Penalty: 2643.034180
	Iteration 8Q: 3 clusters Score -292234.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -292273.687500 Penalty: 2643.034180
	Iteration 9Q: 3 clusters Score -292273.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -292318.781250 Penalty: 2643.034180
	Iteration 10Q: 3 clusters Score -292318.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -292379.593750 Penalty: 2643.034180
	Iteration 11Q: 3 clusters Score -292379.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -292426.312500 Penalty: 2643.034180
	Iteration 12Q: 3 clusters Score -292426.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -292478.187500 Penalty: 2643.034180
	Iteration 13Q: 3 clusters Score -292478.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -292513.187500 Penalty: 2643.034180
	Iteration 14Q: 3 clusters Score -292513.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -292541.937500 Penalty: 2643.034180
	Iteration 15Q: 3 clusters Score -292541.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -292567.593750 Penalty: 2643.034180
	Iteration 16Q: 3 clusters Score -292567.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -292590.187500 Penalty: 2643.034180
	Iteration 17Q: 3 clusters Score -292590.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -292610.781250 Penalty: 2643.034180
	Iteration 18Q: 3 clusters Score -292610.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -292626.125000 Penalty: 2643.034180
	Iteration 19Q: 3 clusters Score -292626.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -292640.093750 Penalty: 2643.034180
	Iteration 20F: 3 clusters Score -292640.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -292651.218750 Penalty: 2643.034180
	Iteration 21Q: 3 clusters Score -292651.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -292663.625000 Penalty: 2643.034180
	Iteration 22Q: 3 clusters Score -292663.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -292669.812500 Penalty: 2643.034180
	Iteration 23Q: 3 clusters Score -292669.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -292674.000000 Penalty: 2643.034180
	Iteration 24Q: 3 clusters Score -292674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -292675.281250 Penalty: 2643.034180
	Iteration 25Q: 3 clusters Score -292675.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -292676.500000 Penalty: 2643.034180
	Iteration 26Q: 3 clusters Score -292676.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -292678.437500 Penalty: 2643.034180
	Iteration 27Q: 3 clusters Score -292678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -292680.187500 Penalty: 2643.034180
	Iteration 28Q: 3 clusters Score -292680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -292681.750000 Penalty: 2643.034180
	Iteration 29Q: 3 clusters Score -292681.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -292683.687500 Penalty: 2643.034180
	Iteration 30Q: 3 clusters Score -292683.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -292686.250000 Penalty: 2643.034180
	Iteration 31Q: 3 clusters Score -292686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -292686.468750 Penalty: 2643.034180
	Iteration 32Q: 3 clusters Score -292686.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -292687.093750 Penalty: 2643.034180
	Iteration 33Q: 3 clusters Score -292687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -292687.406250 Penalty: 2643.034180
	Iteration 34Q: 3 clusters Score -292687.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -292687.406250 Penalty: 2643.034180
	Iteration 35F: 3 clusters Score -292687.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -279697.406250 Penalty: 1312.332642
	Iteration 0F: 2 clusters Score -279697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -276792.062500 Penalty: 2624.665283
	Iteration 0F: 3 clusters Score -276792.1 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -277519.937500 Penalty: 2624.665283
	Iteration 1F: 3 clusters Score -277519.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -277656.906250 Penalty: 2624.665283
	Iteration 2F: 3 clusters Score -277656.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -277740.218750 Penalty: 2624.665283
	Iteration 3Q: 3 clusters Score -277740.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -277809.468750 Penalty: 2624.665283
	Iteration 4Q: 3 clusters Score -277809.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -277875.093750 Penalty: 2624.665283
	Iteration 5Q: 3 clusters Score -277875.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -277924.562500 Penalty: 2624.665283
	Iteration 6Q: 3 clusters Score -277924.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -277980.718750 Penalty: 2624.665283
	Iteration 7Q: 3 clusters Score -277980.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -278024.562500 Penalty: 2624.665283
	Iteration 8Q: 3 clusters Score -278024.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -278062.531250 Penalty: 2624.665283
	Iteration 9Q: 3 clusters Score -278062.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -278096.187500 Penalty: 2624.665283
	Iteration 10Q: 3 clusters Score -278096.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -278118.343750 Penalty: 2624.665283
	Iteration 11Q: 3 clusters Score -278118.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -278140.718750 Penalty: 2624.665283
	Iteration 12Q: 3 clusters Score -278140.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -278156.250000 Penalty: 2624.665283
	Iteration 13Q: 3 clusters Score -278156.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -278167.343750 Penalty: 2624.665283
	Iteration 14Q: 3 clusters Score -278167.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -278180.031250 Penalty: 2624.665283
	Iteration 15Q: 3 clusters Score -278180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -278194.843750 Penalty: 2624.665283
	Iteration 16Q: 3 clusters Score -278194.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -278203.031250 Penalty: 2624.665283
	Iteration 17Q: 3 clusters Score -278203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -278207.968750 Penalty: 2624.665283
	Iteration 18Q: 3 clusters Score -278208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -278212.875000 Penalty: 2624.665283
	Iteration 19Q: 3 clusters Score -278212.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -278217.656250 Penalty: 2624.665283
	Iteration 20F: 3 clusters Score -278217.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -278226.718750 Penalty: 2624.665283
	Iteration 21Q: 3 clusters Score -278226.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -278235.250000 Penalty: 2624.665283
	Iteration 22Q: 3 clusters Score -278235.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -278240.937500 Penalty: 2624.665283
	Iteration 23Q: 3 clusters Score -278240.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -278243.906250 Penalty: 2624.665283
	Iteration 24Q: 3 clusters Score -278243.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -278244.718750 Penalty: 2624.665283
	Iteration 25Q: 3 clusters Score -278244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -278246.343750 Penalty: 2624.665283
	Iteration 26Q: 3 clusters Score -278246.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -278247.093750 Penalty: 2624.665283
	Iteration 27Q: 3 clusters Score -278247.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -278248.156250 Penalty: 2624.665283
	Iteration 28Q: 3 clusters Score -278248.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -278249.468750 Penalty: 2624.665283
	Iteration 29Q: 3 clusters Score -278249.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -278250.187500 Penalty: 2624.665283
	Iteration 30Q: 3 clusters Score -278250.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -278251.875000 Penalty: 2624.665283
	Iteration 31Q: 3 clusters Score -278251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -278252.937500 Penalty: 2624.665283
	Iteration 32Q: 3 clusters Score -278252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -278253.968750 Penalty: 2624.665283
	Iteration 33Q: 3 clusters Score -278254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -278256.062500 Penalty: 2624.665283
	Iteration 34Q: 3 clusters Score -278256.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -278259.468750 Penalty: 2624.665283
	Iteration 35Q: 3 clusters Score -278259.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -278263.593750 Penalty: 2624.665283
	Iteration 36Q: 3 clusters Score -278263.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -278267.218750 Penalty: 2624.665283
	Iteration 37Q: 3 clusters Score -278267.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -278269.843750 Penalty: 2624.665283
	Iteration 38Q: 3 clusters Score -278269.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -278271.812500 Penalty: 2624.665283
	Iteration 39Q: 3 clusters Score -278271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -278273.156250 Penalty: 2624.665283
	Iteration 40F: 3 clusters Score -278273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -278274.125000 Penalty: 2624.665283
	Iteration 41Q: 3 clusters Score -278274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -278276.843750 Penalty: 2624.665283
	Iteration 42Q: 3 clusters Score -278276.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -278279.750000 Penalty: 2624.665283
	Iteration 43Q: 3 clusters Score -278279.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -278283.250000 Penalty: 2624.665283
	Iteration 44Q: 3 clusters Score -278283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -278285.812500 Penalty: 2624.665283
	Iteration 45Q: 3 clusters Score -278285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -278288.031250 Penalty: 2624.665283
	Iteration 46Q: 3 clusters Score -278288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -278288.937500 Penalty: 2624.665283
	Iteration 47Q: 3 clusters Score -278288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -278289.281250 Penalty: 2624.665283
	Iteration 48Q: 3 clusters Score -278289.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -278289.281250 Penalty: 2624.665283
	Iteration 49F: 3 clusters Score -278289.3 nChanged 0
--- Evaluating fit on full set of 1442918 points ---
Entering Unmasked Estep 
Score: -134561216.000000 Penalty: 66833.515625
24->30 Clusters: Score -134561216.000000, best is -134580384.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 480972 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 20213 members 
Mstep: Class 3 contains 20066 members 
Mstep: Class 4 contains 20185 members 
Mstep: Class 5 contains 20167 members 
Mstep: Class 6 contains 20228 members 
Mstep: Class 7 contains 20096 members 
Mstep: Class 8 contains 19913 members 
Mstep: Class 9 contains 20077 members 
Mstep: Class 10 contains 19950 members 
Mstep: Class 11 contains 19790 members 
Mstep: Class 12 contains 19916 members 
Mstep: Class 13 contains 20326 members 
Mstep: Class 14 contains 20215 members 
Mstep: Class 15 contains 19905 members 
Mstep: Class 16 contains 19879 members 
Mstep: Class 17 contains 20212 members 
Mstep: Class 18 contains 19846 members 
Mstep: Class 19 contains 20163 members 
Mstep: Class 20 contains 20010 members 
Mstep: Class 21 contains 20100 members 
Mstep: Class 22 contains 19921 members 
Mstep: Class 23 contains 20072 members 
Mstep: Class 24 contains 19849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 492.069122 but Gain 2126.078125
Score: -42407420.000000 Penalty: 48899.824219
Iteration 0F: 24 clusters Score -4.240742e+07 nChanged 457940
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 35665 members 
Mstep: Class 3 contains 21335 members 
Mstep: Class 4 contains 12597 members 
Mstep: Class 5 contains 54046 members 
Mstep: Class 6 contains 22570 members 
Mstep: Class 7 contains 26068 members 
Mstep: Class 8 contains 10527 members 
Mstep: Class 9 contains 14759 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 10364 members 
Mstep: Class 12 contains 11136 members 
Mstep: Class 13 contains 51848 members 
Mstep: Class 14 contains 17310 members 
Mstep: Class 15 contains 10149 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 17944 members 
Mstep: Class 18 contains 14088 members 
Mstep: Class 19 contains 38180 members 
Mstep: Class 20 contains 18675 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 20743 members 
Mstep: Class 23 contains 14142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -43640592.000000 Penalty: 48899.824219
Iteration 1F: 24 clusters Score -4.364059e+07 nChanged 189125
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 27341 members 
Mstep: Class 3 contains 20228 members 
Mstep: Class 4 contains 7816 members 
Mstep: Class 5 contains 56587 members 
Mstep: Class 6 contains 14230 members 
Mstep: Class 7 contains 32170 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 11037 members 
Mstep: Class 10 contains 16195 members 
Mstep: Class 11 contains 12596 members 
Mstep: Class 12 contains 11986 members 
Mstep: Class 13 contains 81008 members 
Mstep: Class 14 contains 10460 members 
Mstep: Class 15 contains 5888 members 
Mstep: Class 16 contains 7745 members 
Mstep: Class 17 contains 15423 members 
Mstep: Class 18 contains 15847 members 
Mstep: Class 19 contains 44073 members 
Mstep: Class 20 contains 16962 members 
Mstep: Class 21 contains 16284 members 
Mstep: Class 22 contains 20306 members 
Mstep: Class 23 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44036784.000000 Penalty: 48899.824219
Iteration 2F: 24 clusters Score -4.403678e+07 nChanged 144950
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 17765 members 
Mstep: Class 3 contains 14481 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 52807 members 
Mstep: Class 6 contains 8701 members 
Mstep: Class 7 contains 36527 members 
Mstep: Class 8 contains 20856 members 
Mstep: Class 9 contains 8037 members 
Mstep: Class 10 contains 17610 members 
Mstep: Class 11 contains 13284 members 
Mstep: Class 12 contains 15202 members 
Mstep: Class 13 contains 99379 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 3154 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 16977 members 
Mstep: Class 18 contains 15979 members 
Mstep: Class 19 contains 65018 members 
Mstep: Class 20 contains 14232 members 
Mstep: Class 21 contains 11804 members 
Mstep: Class 22 contains 14029 members 
Mstep: Class 23 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44304876.000000 Penalty: 48899.824219
Iteration 3F: 24 clusters Score -4.430488e+07 nChanged 113239
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11635 members 
Mstep: Class 3 contains 7883 members 
Mstep: Class 4 contains 3605 members 
Mstep: Class 5 contains 43944 members 
Mstep: Class 6 contains 6595 members 
Mstep: Class 7 contains 41732 members 
Mstep: Class 8 contains 23838 members 
Mstep: Class 9 contains 6054 members 
Mstep: Class 10 contains 23440 members 
Mstep: Class 11 contains 11519 members 
Mstep: Class 12 contains 17792 members 
Mstep: Class 13 contains 103861 members 
Mstep: Class 14 contains 5032 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 17 contains 17981 members 
Mstep: Class 18 contains 15733 members 
Mstep: Class 19 contains 93955 members 
Mstep: Class 20 contains 12307 members 
Mstep: Class 21 contains 7952 members 
Mstep: Class 22 contains 5944 members 
Mstep: Class 23 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1758.417358 but Gain 2126.082031
Score: -44490820.000000 Penalty: 46773.742188
Iteration 4F: 23 clusters Score -4.449082e+07 nChanged 83858
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8562 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 3380 members 
Mstep: Class 5 contains 33271 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 51504 members 
Mstep: Class 8 contains 24977 members 
Mstep: Class 9 contains 4751 members 
Mstep: Class 10 contains 29732 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 18962 members 
Mstep: Class 13 contains 103359 members 
Mstep: Class 14 contains 5486 members 
Mstep: Class 15 contains 1627 members 
Mstep: Class 16 contains 7989 members 
Mstep: Class 17 contains 16854 members 
Mstep: Class 18 contains 16415 members 
Mstep: Class 19 contains 115274 members 
Mstep: Class 20 contains 8896 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 23 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1439.113647 but Gain 2126.078125
Score: -44619884.000000 Penalty: 44647.664062
Iteration 5F: 22 clusters Score -4.461988e+07 nChanged 55954
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 24111 members 
Mstep: Class 6 contains 5589 members 
Mstep: Class 7 contains 59625 members 
Mstep: Class 8 contains 26040 members 
Mstep: Class 9 contains 4063 members 
Mstep: Class 10 contains 34089 members 
Mstep: Class 11 contains 8416 members 
Mstep: Class 12 contains 19057 members 
Mstep: Class 13 contains 103577 members 
Mstep: Class 14 contains 6245 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 15180 members 
Mstep: Class 18 contains 17720 members 
Mstep: Class 19 contains 124986 members 
Mstep: Class 20 contains 5745 members 
Mstep: Class 21 contains 3421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1165.290405 but Gain 2126.078125
Score: -44687132.000000 Penalty: 42521.585938
Iteration 6F: 21 clusters Score -4.468713e+07 nChanged 37207
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5424 members 
Mstep: Class 4 contains 3519 members 
Mstep: Class 5 contains 18021 members 
Mstep: Class 6 contains 5154 members 
Mstep: Class 7 contains 65152 members 
Mstep: Class 8 contains 27116 members 
Mstep: Class 9 contains 3750 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 8010 members 
Mstep: Class 12 contains 19365 members 
Mstep: Class 13 contains 104556 members 
Mstep: Class 14 contains 6861 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 6276 members 
Mstep: Class 17 contains 13159 members 
Mstep: Class 18 contains 19059 members 
Mstep: Class 19 contains 128772 members 
Mstep: Class 20 contains 3671 members 
Mstep: Class 21 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1422.446899 but Gain 2126.078125
Score: -44719556.000000 Penalty: 40395.507812
Iteration 7F: 20 clusters Score -4.471956e+07 nChanged 25376
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 4371 members 
Mstep: Class 4 contains 3650 members 
Mstep: Class 5 contains 14474 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 68837 members 
Mstep: Class 8 contains 28174 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 39342 members 
Mstep: Class 11 contains 7506 members 
Mstep: Class 12 contains 19108 members 
Mstep: Class 13 contains 105115 members 
Mstep: Class 14 contains 7248 members 
Mstep: Class 15 contains 2174 members 
Mstep: Class 16 contains 6223 members 
Mstep: Class 17 contains 11315 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 19 contains 130907 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1507.729492 but Gain 2126.082031
Score: -44740736.000000 Penalty: 38269.425781
Iteration 8F: 19 clusters Score -4.474074e+07 nChanged 18483
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 3582 members 
Mstep: Class 4 contains 3774 members 
Mstep: Class 5 contains 12841 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 71724 members 
Mstep: Class 8 contains 29010 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 40846 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 18793 members 
Mstep: Class 13 contains 105465 members 
Mstep: Class 14 contains 7583 members 
Mstep: Class 15 contains 2440 members 
Mstep: Class 16 contains 6407 members 
Mstep: Class 17 contains 9745 members 
Mstep: Class 18 contains 20477 members 
Mstep: Class 19 contains 131327 members 
Mstep: Class 20 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44755028.000000 Penalty: 38269.425781
Iteration 9Q: 19 clusters Score -4.475503e+07 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 3106 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 73637 members 
Mstep: Class 8 contains 29506 members 
Mstep: Class 9 contains 3029 members 
Mstep: Class 10 contains 42038 members 
Mstep: Class 11 contains 6906 members 
Mstep: Class 12 contains 18347 members 
Mstep: Class 13 contains 105536 members 
Mstep: Class 14 contains 7882 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 6304 members 
Mstep: Class 17 contains 8414 members 
Mstep: Class 18 contains 20843 members 
Mstep: Class 19 contains 130348 members 
Mstep: Class 20 contains 2008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44763256.000000 Penalty: 38269.425781
Iteration 10Q: 19 clusters Score -4.476326e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 4 contains 3876 members 
Mstep: Class 5 contains 12216 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75094 members 
Mstep: Class 8 contains 29785 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 42944 members 
Mstep: Class 11 contains 6769 members 
Mstep: Class 12 contains 17900 members 
Mstep: Class 13 contains 105542 members 
Mstep: Class 14 contains 8187 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 21106 members 
Mstep: Class 19 contains 129143 members 
Mstep: Class 20 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44769592.000000 Penalty: 38269.425781
Iteration 11Q: 19 clusters Score -4.476959e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2689 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 12201 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 76193 members 
Mstep: Class 8 contains 29961 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 43657 members 
Mstep: Class 11 contains 6673 members 
Mstep: Class 12 contains 17543 members 
Mstep: Class 13 contains 105544 members 
Mstep: Class 14 contains 8477 members 
Mstep: Class 15 contains 3506 members 
Mstep: Class 16 contains 6064 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 21280 members 
Mstep: Class 19 contains 127819 members 
Mstep: Class 20 contains 2328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44775248.000000 Penalty: 38269.425781
Iteration 12Q: 19 clusters Score -4.477525e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 4 contains 3817 members 
Mstep: Class 5 contains 12182 members 
Mstep: Class 6 contains 3746 members 
Mstep: Class 7 contains 76965 members 
Mstep: Class 8 contains 30030 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 44284 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 17252 members 
Mstep: Class 13 contains 105548 members 
Mstep: Class 14 contains 8716 members 
Mstep: Class 15 contains 4163 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 6254 members 
Mstep: Class 18 contains 21420 members 
Mstep: Class 19 contains 126429 members 
Mstep: Class 20 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44780524.000000 Penalty: 38269.425781
Iteration 13Q: 19 clusters Score -4.478052e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2623 members 
Mstep: Class 4 contains 3770 members 
Mstep: Class 5 contains 12181 members 
Mstep: Class 6 contains 3661 members 
Mstep: Class 7 contains 77502 members 
Mstep: Class 8 contains 29950 members 
Mstep: Class 9 contains 2476 members 
Mstep: Class 10 contains 44844 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 16968 members 
Mstep: Class 13 contains 105554 members 
Mstep: Class 14 contains 8886 members 
Mstep: Class 15 contains 5034 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 21585 members 
Mstep: Class 19 contains 124885 members 
Mstep: Class 20 contains 2961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44783732.000000 Penalty: 38269.425781
Iteration 14Q: 19 clusters Score -4.478373e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 4 contains 3767 members 
Mstep: Class 5 contains 12165 members 
Mstep: Class 6 contains 3594 members 
Mstep: Class 7 contains 77989 members 
Mstep: Class 8 contains 29723 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 45282 members 
Mstep: Class 11 contains 6403 members 
Mstep: Class 12 contains 16733 members 
Mstep: Class 13 contains 105642 members 
Mstep: Class 14 contains 9036 members 
Mstep: Class 15 contains 5861 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 5801 members 
Mstep: Class 18 contains 21675 members 
Mstep: Class 19 contains 123420 members 
Mstep: Class 20 contains 3238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44785820.000000 Penalty: 38269.425781
Iteration 15Q: 19 clusters Score -4.478582e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 4 contains 3759 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 3571 members 
Mstep: Class 7 contains 78312 members 
Mstep: Class 8 contains 29449 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 45630 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 16532 members 
Mstep: Class 13 contains 105804 members 
Mstep: Class 14 contains 9161 members 
Mstep: Class 15 contains 6583 members 
Mstep: Class 16 contains 5330 members 
Mstep: Class 17 contains 5710 members 
Mstep: Class 18 contains 21724 members 
Mstep: Class 19 contains 122251 members 
Mstep: Class 20 contains 3475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44787992.000000 Penalty: 38269.425781
Iteration 16Q: 19 clusters Score -4.478799e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 12125 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 78592 members 
Mstep: Class 8 contains 29175 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 45928 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 16388 members 
Mstep: Class 13 contains 105962 members 
Mstep: Class 14 contains 9272 members 
Mstep: Class 15 contains 7133 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 21723 members 
Mstep: Class 19 contains 121278 members 
Mstep: Class 20 contains 3707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44789352.000000 Penalty: 38269.425781
Iteration 17Q: 19 clusters Score -4.478935e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2803 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 12107 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 78819 members 
Mstep: Class 8 contains 28906 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 46170 members 
Mstep: Class 11 contains 6112 members 
Mstep: Class 12 contains 16265 members 
Mstep: Class 13 contains 106130 members 
Mstep: Class 14 contains 9382 members 
Mstep: Class 15 contains 7552 members 
Mstep: Class 16 contains 5101 members 
Mstep: Class 17 contains 5590 members 
Mstep: Class 18 contains 21730 members 
Mstep: Class 19 contains 120475 members 
Mstep: Class 20 contains 3955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44790532.000000 Penalty: 38269.425781
Iteration 18Q: 19 clusters Score -4.479053e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2849 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 12107 members 
Mstep: Class 6 contains 3604 members 
Mstep: Class 7 contains 78951 members 
Mstep: Class 8 contains 28629 members 
Mstep: Class 9 contains 2469 members 
Mstep: Class 10 contains 46349 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 106342 members 
Mstep: Class 14 contains 9484 members 
Mstep: Class 15 contains 7853 members 
Mstep: Class 16 contains 5014 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 21661 members 
Mstep: Class 19 contains 119911 members 
Mstep: Class 20 contains 4196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44791280.000000 Penalty: 38269.425781
Iteration 19Q: 19 clusters Score -4.479128e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 4 contains 3839 members 
Mstep: Class 5 contains 12127 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 79000 members 
Mstep: Class 8 contains 28383 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 46489 members 
Mstep: Class 11 contains 5935 members 
Mstep: Class 12 contains 16128 members 
Mstep: Class 13 contains 106561 members 
Mstep: Class 14 contains 9585 members 
Mstep: Class 15 contains 8085 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 21549 members 
Mstep: Class 19 contains 119530 members 
Mstep: Class 20 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44792884.000000 Penalty: 38269.425781
Iteration 20F: 19 clusters Score -4.479288e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 12163 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 78998 members 
Mstep: Class 8 contains 28063 members 
Mstep: Class 9 contains 2453 members 
Mstep: Class 10 contains 46611 members 
Mstep: Class 11 contains 5868 members 
Mstep: Class 12 contains 16050 members 
Mstep: Class 13 contains 106786 members 
Mstep: Class 14 contains 9688 members 
Mstep: Class 15 contains 8395 members 
Mstep: Class 16 contains 4845 members 
Mstep: Class 17 contains 5343 members 
Mstep: Class 18 contains 21437 members 
Mstep: Class 19 contains 118994 members 
Mstep: Class 20 contains 4878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44794044.000000 Penalty: 38269.425781
Iteration 21Q: 19 clusters Score -4.479404e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 4 contains 3816 members 
Mstep: Class 5 contains 12222 members 
Mstep: Class 6 contains 3651 members 
Mstep: Class 7 contains 78959 members 
Mstep: Class 8 contains 27804 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 46677 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 15971 members 
Mstep: Class 13 contains 107047 members 
Mstep: Class 14 contains 9792 members 
Mstep: Class 15 contains 8654 members 
Mstep: Class 16 contains 4773 members 
Mstep: Class 17 contains 5260 members 
Mstep: Class 18 contains 21291 members 
Mstep: Class 19 contains 118494 members 
Mstep: Class 20 contains 5315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44794996.000000 Penalty: 38269.425781
Iteration 22Q: 19 clusters Score -4.4795e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 12309 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 78838 members 
Mstep: Class 8 contains 27536 members 
Mstep: Class 9 contains 2457 members 
Mstep: Class 10 contains 46734 members 
Mstep: Class 11 contains 5761 members 
Mstep: Class 12 contains 15894 members 
Mstep: Class 13 contains 107376 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 8874 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 5216 members 
Mstep: Class 18 contains 21076 members 
Mstep: Class 19 contains 118061 members 
Mstep: Class 20 contains 5739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44795736.000000 Penalty: 38269.425781
Iteration 23Q: 19 clusters Score -4.479574e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 5 contains 12430 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 78735 members 
Mstep: Class 8 contains 27236 members 
Mstep: Class 9 contains 2459 members 
Mstep: Class 10 contains 46781 members 
Mstep: Class 11 contains 5723 members 
Mstep: Class 12 contains 15810 members 
Mstep: Class 13 contains 107740 members 
Mstep: Class 14 contains 9959 members 
Mstep: Class 15 contains 9059 members 
Mstep: Class 16 contains 4600 members 
Mstep: Class 17 contains 5182 members 
Mstep: Class 18 contains 20834 members 
Mstep: Class 19 contains 117680 members 
Mstep: Class 20 contains 6126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44796292.000000 Penalty: 38269.425781
Iteration 24Q: 19 clusters Score -4.479629e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2903 members 
Mstep: Class 4 contains 3898 members 
Mstep: Class 5 contains 12557 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 78598 members 
Mstep: Class 8 contains 26949 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 46844 members 
Mstep: Class 11 contains 5684 members 
Mstep: Class 12 contains 15732 members 
Mstep: Class 13 contains 108150 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 9211 members 
Mstep: Class 16 contains 4511 members 
Mstep: Class 17 contains 5154 members 
Mstep: Class 18 contains 20554 members 
Mstep: Class 19 contains 117292 members 
Mstep: Class 20 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44796852.000000 Penalty: 38269.425781
Iteration 25Q: 19 clusters Score -4.479685e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 4 contains 3936 members 
Mstep: Class 5 contains 12725 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 78456 members 
Mstep: Class 8 contains 26661 members 
Mstep: Class 9 contains 2452 members 
Mstep: Class 10 contains 46890 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 15667 members 
Mstep: Class 13 contains 108590 members 
Mstep: Class 14 contains 10114 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 4414 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 20261 members 
Mstep: Class 19 contains 116915 members 
Mstep: Class 20 contains 6871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44797328.000000 Penalty: 38269.425781
Iteration 26Q: 19 clusters Score -4.479733e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 4 contains 4007 members 
Mstep: Class 5 contains 12885 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 78319 members 
Mstep: Class 8 contains 26416 members 
Mstep: Class 9 contains 2452 members 
Mstep: Class 10 contains 46915 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 15619 members 
Mstep: Class 13 contains 109038 members 
Mstep: Class 14 contains 10195 members 
Mstep: Class 15 contains 9440 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 5131 members 
Mstep: Class 18 contains 19929 members 
Mstep: Class 19 contains 116581 members 
Mstep: Class 20 contains 7182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44797776.000000 Penalty: 38269.425781
Iteration 27Q: 19 clusters Score -4.479778e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 13016 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 78156 members 
Mstep: Class 8 contains 26153 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 46960 members 
Mstep: Class 11 contains 5474 members 
Mstep: Class 12 contains 15604 members 
Mstep: Class 13 contains 109520 members 
Mstep: Class 14 contains 10261 members 
Mstep: Class 15 contains 9528 members 
Mstep: Class 16 contains 4233 members 
Mstep: Class 17 contains 5130 members 
Mstep: Class 18 contains 19544 members 
Mstep: Class 19 contains 116361 members 
Mstep: Class 20 contains 7457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44798224.000000 Penalty: 38269.425781
Iteration 28Q: 19 clusters Score -4.479822e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 4 contains 4126 members 
Mstep: Class 5 contains 13159 members 
Mstep: Class 6 contains 4302 members 
Mstep: Class 7 contains 77983 members 
Mstep: Class 8 contains 25919 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 47020 members 
Mstep: Class 11 contains 5390 members 
Mstep: Class 12 contains 15607 members 
Mstep: Class 13 contains 110034 members 
Mstep: Class 14 contains 10322 members 
Mstep: Class 15 contains 9598 members 
Mstep: Class 16 contains 4157 members 
Mstep: Class 17 contains 5128 members 
Mstep: Class 18 contains 19116 members 
Mstep: Class 19 contains 116173 members 
Mstep: Class 20 contains 7683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44798768.000000 Penalty: 38269.425781
Iteration 29Q: 19 clusters Score -4.479877e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 4 contains 4196 members 
Mstep: Class 5 contains 13314 members 
Mstep: Class 6 contains 4401 members 
Mstep: Class 7 contains 77834 members 
Mstep: Class 8 contains 25700 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 47041 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 15625 members 
Mstep: Class 13 contains 110549 members 
Mstep: Class 14 contains 10383 members 
Mstep: Class 15 contains 9657 members 
Mstep: Class 16 contains 4093 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 18674 members 
Mstep: Class 19 contains 115983 members 
Mstep: Class 20 contains 7876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44799364.000000 Penalty: 38269.425781
Iteration 30Q: 19 clusters Score -4.479936e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2703 members 
Mstep: Class 4 contains 4273 members 
Mstep: Class 5 contains 13495 members 
Mstep: Class 6 contains 4509 members 
Mstep: Class 7 contains 77677 members 
Mstep: Class 8 contains 25497 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 47064 members 
Mstep: Class 11 contains 5220 members 
Mstep: Class 12 contains 15653 members 
Mstep: Class 13 contains 111081 members 
Mstep: Class 14 contains 10425 members 
Mstep: Class 15 contains 9709 members 
Mstep: Class 16 contains 4040 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 18203 members 
Mstep: Class 19 contains 115810 members 
Mstep: Class 20 contains 8026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44799584.000000 Penalty: 38269.425781
Iteration 31Q: 19 clusters Score -4.479958e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 13657 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 77524 members 
Mstep: Class 8 contains 25329 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 47093 members 
Mstep: Class 11 contains 5136 members 
Mstep: Class 12 contains 15682 members 
Mstep: Class 13 contains 111644 members 
Mstep: Class 14 contains 10458 members 
Mstep: Class 15 contains 9738 members 
Mstep: Class 16 contains 4003 members 
Mstep: Class 17 contains 5147 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 115648 members 
Mstep: Class 20 contains 8140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44800120.000000 Penalty: 38269.425781
Iteration 32Q: 19 clusters Score -4.480012e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2612 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 13865 members 
Mstep: Class 6 contains 4732 members 
Mstep: Class 7 contains 77354 members 
Mstep: Class 8 contains 25147 members 
Mstep: Class 9 contains 2429 members 
Mstep: Class 10 contains 47113 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 15714 members 
Mstep: Class 13 contains 112200 members 
Mstep: Class 14 contains 10496 members 
Mstep: Class 15 contains 9771 members 
Mstep: Class 16 contains 3957 members 
Mstep: Class 17 contains 5166 members 
Mstep: Class 18 contains 17197 members 
Mstep: Class 19 contains 115478 members 
Mstep: Class 20 contains 8258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44800524.000000 Penalty: 38269.425781
Iteration 33Q: 19 clusters Score -4.480052e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 14069 members 
Mstep: Class 6 contains 4858 members 
Mstep: Class 7 contains 77176 members 
Mstep: Class 8 contains 24980 members 
Mstep: Class 9 contains 2425 members 
Mstep: Class 10 contains 47144 members 
Mstep: Class 11 contains 4973 members 
Mstep: Class 12 contains 15754 members 
Mstep: Class 13 contains 112785 members 
Mstep: Class 14 contains 10531 members 
Mstep: Class 15 contains 9797 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 5188 members 
Mstep: Class 18 contains 16662 members 
Mstep: Class 19 contains 115299 members 
Mstep: Class 20 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44800688.000000 Penalty: 38269.425781
Iteration 34Q: 19 clusters Score -4.480069e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 4 contains 4529 members 
Mstep: Class 5 contains 14251 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 77005 members 
Mstep: Class 8 contains 24806 members 
Mstep: Class 9 contains 2421 members 
Mstep: Class 10 contains 47163 members 
Mstep: Class 11 contains 4879 members 
Mstep: Class 12 contains 15794 members 
Mstep: Class 13 contains 113388 members 
Mstep: Class 14 contains 10569 members 
Mstep: Class 15 contains 9828 members 
Mstep: Class 16 contains 3858 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 16117 members 
Mstep: Class 19 contains 115155 members 
Mstep: Class 20 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44801112.000000 Penalty: 38269.425781
Iteration 35Q: 19 clusters Score -4.480111e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2516 members 
Mstep: Class 4 contains 4565 members 
Mstep: Class 5 contains 14441 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 76859 members 
Mstep: Class 8 contains 24681 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 47186 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 15821 members 
Mstep: Class 13 contains 114005 members 
Mstep: Class 14 contains 10589 members 
Mstep: Class 15 contains 9852 members 
Mstep: Class 16 contains 3819 members 
Mstep: Class 17 contains 5218 members 
Mstep: Class 18 contains 15554 members 
Mstep: Class 19 contains 115010 members 
Mstep: Class 20 contains 8529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44801484.000000 Penalty: 38269.425781
Iteration 36Q: 19 clusters Score -4.480148e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 4 contains 4596 members 
Mstep: Class 5 contains 14629 members 
Mstep: Class 6 contains 5197 members 
Mstep: Class 7 contains 76706 members 
Mstep: Class 8 contains 24585 members 
Mstep: Class 9 contains 2422 members 
Mstep: Class 10 contains 47228 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 15847 members 
Mstep: Class 13 contains 114630 members 
Mstep: Class 14 contains 10606 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 3787 members 
Mstep: Class 17 contains 5227 members 
Mstep: Class 18 contains 14988 members 
Mstep: Class 19 contains 114835 members 
Mstep: Class 20 contains 8579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44801584.000000 Penalty: 38269.425781
Iteration 37Q: 19 clusters Score -4.480158e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 4 contains 4601 members 
Mstep: Class 5 contains 14839 members 
Mstep: Class 6 contains 5315 members 
Mstep: Class 7 contains 76552 members 
Mstep: Class 8 contains 24487 members 
Mstep: Class 9 contains 2422 members 
Mstep: Class 10 contains 47266 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 15838 members 
Mstep: Class 13 contains 115238 members 
Mstep: Class 14 contains 10621 members 
Mstep: Class 15 contains 9927 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 14449 members 
Mstep: Class 19 contains 114631 members 
Mstep: Class 20 contains 8626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44801956.000000 Penalty: 38269.425781
Iteration 38Q: 19 clusters Score -4.480196e+07 nChanged 1912
Entering ConstructFrom: 
Score: -44801956.000000 Penalty: 38269.425781
Entering ConstructFrom: 
Trying to split cluster 2 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -204759.437500 Penalty: 1268.588135
	Iteration 0F: 2 clusters Score -204759.4 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 1236 members 
Entering Unmasked Estep 
Score: -202523.812500 Penalty: 2537.176270
	Iteration 0F: 3 clusters Score -202523.8 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -203781.875000 Penalty: 2537.176270
	Iteration 1F: 3 clusters Score -203781.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -204511.562500 Penalty: 2537.176270
	Iteration 2F: 3 clusters Score -204511.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -205268.140625 Penalty: 2537.176270
	Iteration 3F: 3 clusters Score -205268.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -206093.187500 Penalty: 2537.176270
	Iteration 4F: 3 clusters Score -206093.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -206718.187500 Penalty: 2537.176270
	Iteration 5F: 3 clusters Score -206718.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -207075.000000 Penalty: 2537.176270
	Iteration 6Q: 3 clusters Score -207075 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -207262.796875 Penalty: 2537.176270
	Iteration 7Q: 3 clusters Score -207262.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -207317.671875 Penalty: 2537.176270
	Iteration 8Q: 3 clusters Score -207317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -207322.703125 Penalty: 2537.176270
	Iteration 9Q: 3 clusters Score -207322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -207326.390625 Penalty: 2537.176270
	Iteration 10Q: 3 clusters Score -207326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -207329.031250 Penalty: 2537.176270
	Iteration 11Q: 3 clusters Score -207329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -207329.453125 Penalty: 2537.176270
	Iteration 12Q: 3 clusters Score -207329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -207329.453125 Penalty: 2537.176270
	Iteration 13F: 3 clusters Score -207329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 15031 members 
Mstep: Class 6 contains 5441 members 
Mstep: Class 7 contains 76405 members 
Mstep: Class 8 contains 24407 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 47287 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 15805 members 
Mstep: Class 13 contains 115884 members 
Mstep: Class 14 contains 10641 members 
Mstep: Class 15 contains 9949 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 5251 members 
Mstep: Class 18 contains 13880 members 
Mstep: Class 19 contains 114422 members 
Mstep: Class 20 contains 8677 members 
Entering Unmasked Estep 
Score: -44804128.000000 Penalty: 40395.507812
Splitting cluster 2 changes total score from -44801956.000000 to -44804128.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -397331.968750 Penalty: 1371.375122
	Iteration 0F: 2 clusters Score -397332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -393581.093750 Penalty: 2742.750244
	Iteration 0F: 3 clusters Score -393581.1 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -394763.562500 Penalty: 2742.750244
	Iteration 1F: 3 clusters Score -394763.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -395135.250000 Penalty: 2742.750244
	Iteration 2F: 3 clusters Score -395135.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -395460.437500 Penalty: 2742.750244
	Iteration 3F: 3 clusters Score -395460.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -395735.625000 Penalty: 2742.750244
	Iteration 4F: 3 clusters Score -395735.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -395964.031250 Penalty: 2742.750244
	Iteration 5F: 3 clusters Score -395964 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -396126.750000 Penalty: 2742.750244
	Iteration 6F: 3 clusters Score -396126.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -396229.656250 Penalty: 2742.750244
	Iteration 7Q: 3 clusters Score -396229.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -396312.875000 Penalty: 2742.750244
	Iteration 8Q: 3 clusters Score -396312.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -396389.250000 Penalty: 2742.750244
	Iteration 9Q: 3 clusters Score -396389.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -396455.687500 Penalty: 2742.750244
	Iteration 10Q: 3 clusters Score -396455.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -396517.718750 Penalty: 2742.750244
	Iteration 11Q: 3 clusters Score -396517.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -396561.593750 Penalty: 2742.750244
	Iteration 12Q: 3 clusters Score -396561.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -396633.156250 Penalty: 2742.750244
	Iteration 13Q: 3 clusters Score -396633.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -396721.781250 Penalty: 2742.750244
	Iteration 14Q: 3 clusters Score -396721.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -396827.125000 Penalty: 2742.750244
	Iteration 15Q: 3 clusters Score -396827.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -396945.343750 Penalty: 2742.750244
	Iteration 16Q: 3 clusters Score -396945.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -397101.062500 Penalty: 2742.750244
	Iteration 17Q: 3 clusters Score -397101.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -397211.843750 Penalty: 2742.750244
	Iteration 18Q: 3 clusters Score -397211.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -397244.843750 Penalty: 2742.750244
	Iteration 19Q: 3 clusters Score -397244.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -397257.343750 Penalty: 2742.750244
	Iteration 20F: 3 clusters Score -397257.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -397262.156250 Penalty: 2742.750244
	Iteration 21Q: 3 clusters Score -397262.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -397265.312500 Penalty: 2742.750244
	Iteration 22Q: 3 clusters Score -397265.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -397267.625000 Penalty: 2742.750244
	Iteration 23Q: 3 clusters Score -397267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -397268.281250 Penalty: 2742.750244
	Iteration 24Q: 3 clusters Score -397268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -397270.093750 Penalty: 2742.750244
	Iteration 25Q: 3 clusters Score -397270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -397270.968750 Penalty: 2742.750244
	Iteration 26Q: 3 clusters Score -397271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -397273.843750 Penalty: 2742.750244
	Iteration 27Q: 3 clusters Score -397273.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -397274.250000 Penalty: 2742.750244
	Iteration 28Q: 3 clusters Score -397274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -397276.187500 Penalty: 2742.750244
	Iteration 29Q: 3 clusters Score -397276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -397276.250000 Penalty: 2742.750244
	Iteration 30Q: 3 clusters Score -397276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -397276.937500 Penalty: 2742.750244
	Iteration 31Q: 3 clusters Score -397276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -397277.625000 Penalty: 2742.750244
	Iteration 32Q: 3 clusters Score -397277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -397278.781250 Penalty: 2742.750244
	Iteration 33Q: 3 clusters Score -397278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -397279.125000 Penalty: 2742.750244
	Iteration 34Q: 3 clusters Score -397279.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -397279.000000 Penalty: 2742.750244
	Iteration 35Q: 3 clusters Score -397279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -397280.343750 Penalty: 2742.750244
	Iteration 36Q: 3 clusters Score -397280.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -397280.343750 Penalty: 2742.750244
	Iteration 37Q: 3 clusters Score -397280.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -397280.343750 Penalty: 2742.750244
	Iteration 38F: 3 clusters Score -397280.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Entering Unmasked Estep 
Score: -1443873.625000 Penalty: 1562.903931
	Iteration 0F: 2 clusters Score -1443874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1433460.375000 Penalty: 3125.807861
	Iteration 0F: 3 clusters Score -1433460 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1437205.500000 Penalty: 3125.807861
	Iteration 1F: 3 clusters Score -1437206 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1437569.875000 Penalty: 3125.807861
	Iteration 2F: 3 clusters Score -1437570 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1437908.375000 Penalty: 3125.807861
	Iteration 3F: 3 clusters Score -1437908 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1438300.500000 Penalty: 3125.807861
	Iteration 4Q: 3 clusters Score -1438300 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1438780.250000 Penalty: 3125.807861
	Iteration 5F: 3 clusters Score -1438780 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1439352.125000 Penalty: 3125.807861
	Iteration 6Q: 3 clusters Score -1439352 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1440127.000000 Penalty: 3125.807861
	Iteration 7F: 3 clusters Score -1440127 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1441049.250000 Penalty: 3125.807861
	Iteration 8F: 3 clusters Score -1441049 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1441869.750000 Penalty: 3125.807861
	Iteration 9F: 3 clusters Score -1441870 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1442574.875000 Penalty: 3125.807861
	Iteration 10F: 3 clusters Score -1442575 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1443171.375000 Penalty: 3125.807861
	Iteration 11F: 3 clusters Score -1443171 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1443668.000000 Penalty: 3125.807861
	Iteration 12Q: 3 clusters Score -1443668 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1444096.375000 Penalty: 3125.807861
	Iteration 13Q: 3 clusters Score -1444096 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1444458.750000 Penalty: 3125.807861
	Iteration 14Q: 3 clusters Score -1444459 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1444754.500000 Penalty: 3125.807861
	Iteration 15Q: 3 clusters Score -1444754 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1444943.000000 Penalty: 3125.807861
	Iteration 16Q: 3 clusters Score -1444943 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1445076.500000 Penalty: 3125.807861
	Iteration 17Q: 3 clusters Score -1445076 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1445188.375000 Penalty: 3125.807861
	Iteration 18Q: 3 clusters Score -1445188 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1445265.750000 Penalty: 3125.807861
	Iteration 19Q: 3 clusters Score -1445266 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1445309.625000 Penalty: 3125.807861
	Iteration 20F: 3 clusters Score -1445310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1445344.875000 Penalty: 3125.807861
	Iteration 21Q: 3 clusters Score -1445345 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1445387.750000 Penalty: 3125.807861
	Iteration 22Q: 3 clusters Score -1445388 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1445418.000000 Penalty: 3125.807861
	Iteration 23Q: 3 clusters Score -1445418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1445447.375000 Penalty: 3125.807861
	Iteration 24Q: 3 clusters Score -1445447 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1445474.000000 Penalty: 3125.807861
	Iteration 25Q: 3 clusters Score -1445474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1445491.875000 Penalty: 3125.807861
	Iteration 26Q: 3 clusters Score -1445492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1445509.000000 Penalty: 3125.807861
	Iteration 27Q: 3 clusters Score -1445509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1445517.875000 Penalty: 3125.807861
	Iteration 28Q: 3 clusters Score -1445518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1445528.375000 Penalty: 3125.807861
	Iteration 29Q: 3 clusters Score -1445528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1445540.375000 Penalty: 3125.807861
	Iteration 30Q: 3 clusters Score -1445540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1445542.625000 Penalty: 3125.807861
	Iteration 31Q: 3 clusters Score -1445543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1445551.375000 Penalty: 3125.807861
	Iteration 32Q: 3 clusters Score -1445551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1445564.875000 Penalty: 3125.807861
	Iteration 33Q: 3 clusters Score -1445565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1445576.250000 Penalty: 3125.807861
	Iteration 34Q: 3 clusters Score -1445576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1445578.125000 Penalty: 3125.807861
	Iteration 35Q: 3 clusters Score -1445578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1445582.625000 Penalty: 3125.807861
	Iteration 36Q: 3 clusters Score -1445583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1445585.875000 Penalty: 3125.807861
	Iteration 37Q: 3 clusters Score -1445586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1445589.625000 Penalty: 3125.807861
	Iteration 38Q: 3 clusters Score -1445590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1445590.500000 Penalty: 3125.807861
	Iteration 39Q: 3 clusters Score -1445590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1445592.250000 Penalty: 3125.807861
	Iteration 40F: 3 clusters Score -1445592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1445592.875000 Penalty: 3125.807861
	Iteration 41Q: 3 clusters Score -1445593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1445592.250000 Penalty: 3125.807861
	Iteration 42Q: 3 clusters Score -1445592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1445595.500000 Penalty: 3125.807861
	Iteration 43Q: 3 clusters Score -1445596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1445595.750000 Penalty: 3125.807861
	Iteration 44Q: 3 clusters Score -1445596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1445594.000000 Penalty: 3125.807861
	Iteration 45Q: 3 clusters Score -1445594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1445594.500000 Penalty: 3125.807861
	Iteration 46Q: 3 clusters Score -1445594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1445596.625000 Penalty: 3125.807861
	Iteration 47Q: 3 clusters Score -1445597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1445597.875000 Penalty: 3125.807861
	Iteration 48Q: 3 clusters Score -1445598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1445596.250000 Penalty: 3125.807861
	Iteration 49Q: 3 clusters Score -1445596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1445594.625000 Penalty: 3125.807861
	Iteration 50Q: 3 clusters Score -1445595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1445594.625000 Penalty: 3125.807861
	Iteration 51F: 3 clusters Score -1445595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 11155 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 3876 members 
Mstep: Class 6 contains 5441 members 
Mstep: Class 7 contains 76405 members 
Mstep: Class 8 contains 24407 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 47287 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 15805 members 
Mstep: Class 13 contains 115884 members 
Mstep: Class 14 contains 10641 members 
Mstep: Class 15 contains 9949 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 5251 members 
Mstep: Class 18 contains 13880 members 
Mstep: Class 19 contains 114422 members 
Mstep: Class 20 contains 8677 members 
Entering Unmasked Estep 
Score: -44805440.000000 Penalty: 42521.585938
Splitting cluster 5 changes total score from -44801956.000000 to -44805440.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (5441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Entering Unmasked Estep 
Score: -508042.906250 Penalty: 1397.779175
	Iteration 0F: 2 clusters Score -508042.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -503840.406250 Penalty: 2795.558350
	Iteration 0F: 3 clusters Score -503840.4 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -505134.281250 Penalty: 2795.558350
	Iteration 1F: 3 clusters Score -505134.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -505386.000000 Penalty: 2795.558350
	Iteration 2F: 3 clusters Score -505386 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -505552.312500 Penalty: 2795.558350
	Iteration 3F: 3 clusters Score -505552.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -505699.781250 Penalty: 2795.558350
	Iteration 4Q: 3 clusters Score -505699.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -505841.375000 Penalty: 2795.558350
	Iteration 5Q: 3 clusters Score -505841.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -505984.906250 Penalty: 2795.558350
	Iteration 6Q: 3 clusters Score -505984.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -506143.312500 Penalty: 2795.558350
	Iteration 7Q: 3 clusters Score -506143.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -506306.312500 Penalty: 2795.558350
	Iteration 8Q: 3 clusters Score -506306.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -506436.312500 Penalty: 2795.558350
	Iteration 9Q: 3 clusters Score -506436.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -506525.937500 Penalty: 2795.558350
	Iteration 10Q: 3 clusters Score -506525.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -506608.562500 Penalty: 2795.558350
	Iteration 11Q: 3 clusters Score -506608.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -506683.687500 Penalty: 2795.558350
	Iteration 12Q: 3 clusters Score -506683.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -506752.218750 Penalty: 2795.558350
	Iteration 13Q: 3 clusters Score -506752.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -506813.656250 Penalty: 2795.558350
	Iteration 14Q: 3 clusters Score -506813.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -506874.156250 Penalty: 2795.558350
	Iteration 15Q: 3 clusters Score -506874.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -506937.875000 Penalty: 2795.558350
	Iteration 16Q: 3 clusters Score -506937.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -506995.312500 Penalty: 2795.558350
	Iteration 17Q: 3 clusters Score -506995.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -507042.250000 Penalty: 2795.558350
	Iteration 18Q: 3 clusters Score -507042.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -507084.843750 Penalty: 2795.558350
	Iteration 19Q: 3 clusters Score -507084.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -507116.625000 Penalty: 2795.558350
	Iteration 20F: 3 clusters Score -507116.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -507154.531250 Penalty: 2795.558350
	Iteration 21Q: 3 clusters Score -507154.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -507190.843750 Penalty: 2795.558350
	Iteration 22Q: 3 clusters Score -507190.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -507215.562500 Penalty: 2795.558350
	Iteration 23Q: 3 clusters Score -507215.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -507237.906250 Penalty: 2795.558350
	Iteration 24Q: 3 clusters Score -507237.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -507252.437500 Penalty: 2795.558350
	Iteration 25Q: 3 clusters Score -507252.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -507261.937500 Penalty: 2795.558350
	Iteration 26Q: 3 clusters Score -507261.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -507272.875000 Penalty: 2795.558350
	Iteration 27Q: 3 clusters Score -507272.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -507281.687500 Penalty: 2795.558350
	Iteration 28Q: 3 clusters Score -507281.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -507305.562500 Penalty: 2795.558350
	Iteration 29Q: 3 clusters Score -507305.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -507337.812500 Penalty: 2795.558350
	Iteration 30Q: 3 clusters Score -507337.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -507384.031250 Penalty: 2795.558350
	Iteration 31Q: 3 clusters Score -507384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -507432.281250 Penalty: 2795.558350
	Iteration 32Q: 3 clusters Score -507432.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -507466.437500 Penalty: 2795.558350
	Iteration 33Q: 3 clusters Score -507466.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -507489.375000 Penalty: 2795.558350
	Iteration 34Q: 3 clusters Score -507489.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -507502.906250 Penalty: 2795.558350
	Iteration 35Q: 3 clusters Score -507502.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -507512.687500 Penalty: 2795.558350
	Iteration 36Q: 3 clusters Score -507512.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -507522.625000 Penalty: 2795.558350
	Iteration 37Q: 3 clusters Score -507522.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -507528.968750 Penalty: 2795.558350
	Iteration 38Q: 3 clusters Score -507529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -507535.406250 Penalty: 2795.558350
	Iteration 39Q: 3 clusters Score -507535.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -507540.468750 Penalty: 2795.558350
	Iteration 40F: 3 clusters Score -507540.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -507545.875000 Penalty: 2795.558350
	Iteration 41Q: 3 clusters Score -507545.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -507549.437500 Penalty: 2795.558350
	Iteration 42Q: 3 clusters Score -507549.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -507552.906250 Penalty: 2795.558350
	Iteration 43Q: 3 clusters Score -507552.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -507555.406250 Penalty: 2795.558350
	Iteration 44Q: 3 clusters Score -507555.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -507562.718750 Penalty: 2795.558350
	Iteration 45Q: 3 clusters Score -507562.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -507570.093750 Penalty: 2795.558350
	Iteration 46Q: 3 clusters Score -507570.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -507578.156250 Penalty: 2795.558350
	Iteration 47Q: 3 clusters Score -507578.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -507587.875000 Penalty: 2795.558350
	Iteration 48Q: 3 clusters Score -507587.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -507595.968750 Penalty: 2795.558350
	Iteration 49Q: 3 clusters Score -507596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -507603.531250 Penalty: 2795.558350
	Iteration 50Q: 3 clusters Score -507603.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -507609.093750 Penalty: 2795.558350
	Iteration 51Q: 3 clusters Score -507609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -507609.281250 Penalty: 2795.558350
	Iteration 52Q: 3 clusters Score -507609.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -507610.875000 Penalty: 2795.558350
	Iteration 53Q: 3 clusters Score -507610.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -507611.875000 Penalty: 2795.558350
	Iteration 54Q: 3 clusters Score -507611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -507612.062500 Penalty: 2795.558350
	Iteration 55Q: 3 clusters Score -507612.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -507612.062500 Penalty: 2795.558350
	Iteration 56F: 3 clusters Score -507612.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Entering Unmasked Estep 
Score: -7323114.500000 Penalty: 1827.118042
	Iteration 0F: 2 clusters Score -7323114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -7271899.000000 Penalty: 3654.236084
	Iteration 0F: 3 clusters Score -7271899 nChanged 36318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -7293195.500000 Penalty: 3654.236084
	Iteration 1F: 3 clusters Score -7293196 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -7294345.500000 Penalty: 3654.236084
	Iteration 2Q: 3 clusters Score -7294346 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -7295932.000000 Penalty: 3654.236084
	Iteration 3Q: 3 clusters Score -7295932 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -7298213.000000 Penalty: 3654.236084
	Iteration 4F: 3 clusters Score -7298213 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -7301250.000000 Penalty: 3654.236084
	Iteration 5F: 3 clusters Score -7301250 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -7304912.000000 Penalty: 3654.236084
	Iteration 6F: 3 clusters Score -7304912 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -7309585.000000 Penalty: 3654.236084
	Iteration 7F: 3 clusters Score -7309585 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -7315188.500000 Penalty: 3654.236084
	Iteration 8F: 3 clusters Score -7315188 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -7320998.000000 Penalty: 3654.236084
	Iteration 9F: 3 clusters Score -7320998 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -7324568.000000 Penalty: 3654.236084
	Iteration 10Q: 3 clusters Score -7324568 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -7326507.000000 Penalty: 3654.236084
	Iteration 11Q: 3 clusters Score -7326507 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -7327392.000000 Penalty: 3654.236084
	Iteration 12Q: 3 clusters Score -7327392 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -7327881.000000 Penalty: 3654.236084
	Iteration 13Q: 3 clusters Score -7327881 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -7328058.500000 Penalty: 3654.236084
	Iteration 14Q: 3 clusters Score -7328058 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -7328199.500000 Penalty: 3654.236084
	Iteration 15Q: 3 clusters Score -7328200 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -7328282.500000 Penalty: 3654.236084
	Iteration 16Q: 3 clusters Score -7328282 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -7328296.000000 Penalty: 3654.236084
	Iteration 17Q: 3 clusters Score -7328296 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -7328295.500000 Penalty: 3654.236084
	Iteration 18Q: 3 clusters Score -7328296 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -7328282.000000 Penalty: 3654.236084
	Iteration 19Q: 3 clusters Score -7328282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -7328305.500000 Penalty: 3654.236084
	Iteration 20F: 3 clusters Score -7328306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -7328304.000000 Penalty: 3654.236084
	Iteration 21Q: 3 clusters Score -7328304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -7328315.500000 Penalty: 3654.236084
	Iteration 22Q: 3 clusters Score -7328316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -7328314.500000 Penalty: 3654.236084
	Iteration 23Q: 3 clusters Score -7328314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -7328314.500000 Penalty: 3654.236084
	Iteration 24Q: 3 clusters Score -7328314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -7328303.000000 Penalty: 3654.236084
	Iteration 25Q: 3 clusters Score -7328303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -7328317.500000 Penalty: 3654.236084
	Iteration 26Q: 3 clusters Score -7328318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -7328312.500000 Penalty: 3654.236084
	Iteration 27Q: 3 clusters Score -7328312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -7328310.000000 Penalty: 3654.236084
	Iteration 28Q: 3 clusters Score -7328310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -7328311.500000 Penalty: 3654.236084
	Iteration 29Q: 3 clusters Score -7328312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -7328309.000000 Penalty: 3654.236084
	Iteration 30Q: 3 clusters Score -7328309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -7328318.500000 Penalty: 3654.236084
	Iteration 31Q: 3 clusters Score -7328318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -7328314.000000 Penalty: 3654.236084
	Iteration 32Q: 3 clusters Score -7328314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -7328316.500000 Penalty: 3654.236084
	Iteration 33Q: 3 clusters Score -7328316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -7328316.500000 Penalty: 3654.236084
	Iteration 34Q: 3 clusters Score -7328316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -7328312.500000 Penalty: 3654.236084
	Iteration 35Q: 3 clusters Score -7328312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -7328308.500000 Penalty: 3654.236084
	Iteration 36Q: 3 clusters Score -7328308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -7328300.500000 Penalty: 3654.236084
	Iteration 37Q: 3 clusters Score -7328300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -7328301.500000 Penalty: 3654.236084
	Iteration 38Q: 3 clusters Score -7328302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -7328301.500000 Penalty: 3654.236084
	Iteration 39F: 3 clusters Score -7328302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 11155 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 3876 members 
Mstep: Class 6 contains 5441 members 
Mstep: Class 7 contains 52312 members 
Mstep: Class 8 contains 24407 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 47287 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 15805 members 
Mstep: Class 13 contains 115884 members 
Mstep: Class 14 contains 10641 members 
Mstep: Class 15 contains 9949 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 5251 members 
Mstep: Class 18 contains 13880 members 
Mstep: Class 19 contains 114422 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 24093 members 
Entering Unmasked Estep 
Score: -44810588.000000 Penalty: 44647.664062
Splitting cluster 7 changes total score from -44801956.000000 to -44810588.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (24407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Entering Unmasked Estep 
Score: -2274521.500000 Penalty: 1641.676514
	Iteration 0F: 2 clusters Score -2274522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2257990.750000 Penalty: 3283.353027
	Iteration 0F: 3 clusters Score -2257991 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2264187.000000 Penalty: 3283.353027
	Iteration 1F: 3 clusters Score -2264187 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2264686.750000 Penalty: 3283.353027
	Iteration 2F: 3 clusters Score -2264687 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2265204.000000 Penalty: 3283.353027
	Iteration 3Q: 3 clusters Score -2265204 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2265764.250000 Penalty: 3283.353027
	Iteration 4Q: 3 clusters Score -2265764 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2266462.000000 Penalty: 3283.353027
	Iteration 5F: 3 clusters Score -2266462 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2267183.500000 Penalty: 3283.353027
	Iteration 6F: 3 clusters Score -2267184 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2267892.250000 Penalty: 3283.353027
	Iteration 7F: 3 clusters Score -2267892 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2268557.250000 Penalty: 3283.353027
	Iteration 8Q: 3 clusters Score -2268557 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2269102.750000 Penalty: 3283.353027
	Iteration 9Q: 3 clusters Score -2269103 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2269556.000000 Penalty: 3283.353027
	Iteration 10Q: 3 clusters Score -2269556 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2269950.250000 Penalty: 3283.353027
	Iteration 11Q: 3 clusters Score -2269950 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2270338.250000 Penalty: 3283.353027
	Iteration 12Q: 3 clusters Score -2270338 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2270722.000000 Penalty: 3283.353027
	Iteration 13Q: 3 clusters Score -2270722 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2271094.500000 Penalty: 3283.353027
	Iteration 14Q: 3 clusters Score -2271094 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2271404.000000 Penalty: 3283.353027
	Iteration 15Q: 3 clusters Score -2271404 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2271648.750000 Penalty: 3283.353027
	Iteration 16Q: 3 clusters Score -2271649 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2271886.750000 Penalty: 3283.353027
	Iteration 17Q: 3 clusters Score -2271887 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2272090.500000 Penalty: 3283.353027
	Iteration 18Q: 3 clusters Score -2272090 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2272309.500000 Penalty: 3283.353027
	Iteration 19Q: 3 clusters Score -2272310 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2272528.750000 Penalty: 3283.353027
	Iteration 20F: 3 clusters Score -2272529 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2272776.750000 Penalty: 3283.353027
	Iteration 21Q: 3 clusters Score -2272777 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2273014.000000 Penalty: 3283.353027
	Iteration 22Q: 3 clusters Score -2273014 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2273261.750000 Penalty: 3283.353027
	Iteration 23Q: 3 clusters Score -2273262 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2273470.000000 Penalty: 3283.353027
	Iteration 24Q: 3 clusters Score -2273470 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2273611.750000 Penalty: 3283.353027
	Iteration 25Q: 3 clusters Score -2273612 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2273690.750000 Penalty: 3283.353027
	Iteration 26Q: 3 clusters Score -2273691 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2273716.000000 Penalty: 3283.353027
	Iteration 27Q: 3 clusters Score -2273716 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2273748.500000 Penalty: 3283.353027
	Iteration 28Q: 3 clusters Score -2273748 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2273769.250000 Penalty: 3283.353027
	Iteration 29Q: 3 clusters Score -2273769 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2273791.500000 Penalty: 3283.353027
	Iteration 30Q: 3 clusters Score -2273792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2273810.750000 Penalty: 3283.353027
	Iteration 31Q: 3 clusters Score -2273811 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2273813.500000 Penalty: 3283.353027
	Iteration 32Q: 3 clusters Score -2273814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2273824.000000 Penalty: 3283.353027
	Iteration 33Q: 3 clusters Score -2273824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2273827.000000 Penalty: 3283.353027
	Iteration 34Q: 3 clusters Score -2273827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2273839.000000 Penalty: 3283.353027
	Iteration 35Q: 3 clusters Score -2273839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2273841.250000 Penalty: 3283.353027
	Iteration 36Q: 3 clusters Score -2273841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2273840.500000 Penalty: 3283.353027
	Iteration 37Q: 3 clusters Score -2273840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2273840.000000 Penalty: 3283.353027
	Iteration 38Q: 3 clusters Score -2273840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2273844.250000 Penalty: 3283.353027
	Iteration 39Q: 3 clusters Score -2273844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2273841.250000 Penalty: 3283.353027
	Iteration 40F: 3 clusters Score -2273841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2273847.250000 Penalty: 3283.353027
	Iteration 41Q: 3 clusters Score -2273847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2273855.750000 Penalty: 3283.353027
	Iteration 42Q: 3 clusters Score -2273856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2273859.500000 Penalty: 3283.353027
	Iteration 43Q: 3 clusters Score -2273860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2273859.750000 Penalty: 3283.353027
	Iteration 44Q: 3 clusters Score -2273860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2273858.250000 Penalty: 3283.353027
	Iteration 45Q: 3 clusters Score -2273858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2273862.000000 Penalty: 3283.353027
	Iteration 46Q: 3 clusters Score -2273862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2273862.250000 Penalty: 3283.353027
	Iteration 47Q: 3 clusters Score -2273862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2273862.750000 Penalty: 3283.353027
	Iteration 48Q: 3 clusters Score -2273863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2273866.500000 Penalty: 3283.353027
	Iteration 49Q: 3 clusters Score -2273866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2273871.250000 Penalty: 3283.353027
	Iteration 50Q: 3 clusters Score -2273871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2273873.000000 Penalty: 3283.353027
	Iteration 51Q: 3 clusters Score -2273873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2273867.250000 Penalty: 3283.353027
	Iteration 52Q: 3 clusters Score -2273867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2273870.000000 Penalty: 3283.353027
	Iteration 53Q: 3 clusters Score -2273870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2273873.000000 Penalty: 3283.353027
	Iteration 54Q: 3 clusters Score -2273873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2273874.250000 Penalty: 3283.353027
	Iteration 55Q: 3 clusters Score -2273874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2273877.500000 Penalty: 3283.353027
	Iteration 56Q: 3 clusters Score -2273878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2273880.500000 Penalty: 3283.353027
	Iteration 57Q: 3 clusters Score -2273880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2273876.750000 Penalty: 3283.353027
	Iteration 58Q: 3 clusters Score -2273877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2273882.500000 Penalty: 3283.353027
	Iteration 59Q: 3 clusters Score -2273882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2273881.250000 Penalty: 3283.353027
	Iteration 60F: 3 clusters Score -2273881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2273880.750000 Penalty: 3283.353027
	Iteration 61Q: 3 clusters Score -2273881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2273883.500000 Penalty: 3283.353027
	Iteration 62Q: 3 clusters Score -2273884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2273885.750000 Penalty: 3283.353027
	Iteration 63Q: 3 clusters Score -2273886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2273887.000000 Penalty: 3283.353027
	Iteration 64Q: 3 clusters Score -2273887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2273887.250000 Penalty: 3283.353027
	Iteration 65Q: 3 clusters Score -2273887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2273888.250000 Penalty: 3283.353027
	Iteration 66Q: 3 clusters Score -2273888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2273887.500000 Penalty: 3283.353027
	Iteration 67Q: 3 clusters Score -2273888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2273890.750000 Penalty: 3283.353027
	Iteration 68Q: 3 clusters Score -2273891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2273892.500000 Penalty: 3283.353027
	Iteration 69Q: 3 clusters Score -2273892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2273889.250000 Penalty: 3283.353027
	Iteration 70Q: 3 clusters Score -2273889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2273897.250000 Penalty: 3283.353027
	Iteration 71Q: 3 clusters Score -2273897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2273894.750000 Penalty: 3283.353027
	Iteration 72Q: 3 clusters Score -2273895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2273898.250000 Penalty: 3283.353027
	Iteration 73Q: 3 clusters Score -2273898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2273899.250000 Penalty: 3283.353027
	Iteration 74Q: 3 clusters Score -2273899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2273898.000000 Penalty: 3283.353027
	Iteration 75Q: 3 clusters Score -2273898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2273899.250000 Penalty: 3283.353027
	Iteration 76Q: 3 clusters Score -2273899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2273902.750000 Penalty: 3283.353027
	Iteration 77Q: 3 clusters Score -2273903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2273896.500000 Penalty: 3283.353027
	Iteration 78Q: 3 clusters Score -2273896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2273899.750000 Penalty: 3283.353027
	Iteration 79Q: 3 clusters Score -2273900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2273899.750000 Penalty: 3283.353027
	Iteration 80F: 3 clusters Score -2273900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2273900.500000 Penalty: 3283.353027
	Iteration 81Q: 3 clusters Score -2273900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2273900.250000 Penalty: 3283.353027
	Iteration 82Q: 3 clusters Score -2273900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2273897.250000 Penalty: 3283.353027
	Iteration 83Q: 3 clusters Score -2273897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2273898.500000 Penalty: 3283.353027
	Iteration 84Q: 3 clusters Score -2273898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2273898.500000 Penalty: 3283.353027
	Iteration 85F: 3 clusters Score -2273898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -229050.656250 Penalty: 1266.122437
	Iteration 0F: 2 clusters Score -229050.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -226726.890625 Penalty: 2532.244873
	Iteration 0F: 3 clusters Score -226726.9 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -227256.750000 Penalty: 2532.244873
	Iteration 1F: 3 clusters Score -227256.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -227409.765625 Penalty: 2532.244873
	Iteration 2F: 3 clusters Score -227409.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -227516.640625 Penalty: 2532.244873
	Iteration 3F: 3 clusters Score -227516.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -227585.203125 Penalty: 2532.244873
	Iteration 4Q: 3 clusters Score -227585.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -227631.640625 Penalty: 2532.244873
	Iteration 5Q: 3 clusters Score -227631.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -227661.390625 Penalty: 2532.244873
	Iteration 6Q: 3 clusters Score -227661.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -227686.937500 Penalty: 2532.244873
	Iteration 7Q: 3 clusters Score -227686.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -227706.750000 Penalty: 2532.244873
	Iteration 8Q: 3 clusters Score -227706.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -227727.500000 Penalty: 2532.244873
	Iteration 9Q: 3 clusters Score -227727.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -227752.046875 Penalty: 2532.244873
	Iteration 10Q: 3 clusters Score -227752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -227784.984375 Penalty: 2532.244873
	Iteration 11Q: 3 clusters Score -227785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -227823.515625 Penalty: 2532.244873
	Iteration 12Q: 3 clusters Score -227823.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -227867.515625 Penalty: 2532.244873
	Iteration 13Q: 3 clusters Score -227867.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -227897.000000 Penalty: 2532.244873
	Iteration 14Q: 3 clusters Score -227897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -227922.906250 Penalty: 2532.244873
	Iteration 15Q: 3 clusters Score -227922.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -227943.281250 Penalty: 2532.244873
	Iteration 16Q: 3 clusters Score -227943.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -227962.046875 Penalty: 2532.244873
	Iteration 17Q: 3 clusters Score -227962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -227979.296875 Penalty: 2532.244873
	Iteration 18Q: 3 clusters Score -227979.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -227989.171875 Penalty: 2532.244873
	Iteration 19Q: 3 clusters Score -227989.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -228002.250000 Penalty: 2532.244873
	Iteration 20F: 3 clusters Score -228002.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -228013.890625 Penalty: 2532.244873
	Iteration 21Q: 3 clusters Score -228013.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -228028.187500 Penalty: 2532.244873
	Iteration 22Q: 3 clusters Score -228028.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -228038.656250 Penalty: 2532.244873
	Iteration 23Q: 3 clusters Score -228038.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -228046.625000 Penalty: 2532.244873
	Iteration 24Q: 3 clusters Score -228046.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -228052.296875 Penalty: 2532.244873
	Iteration 25Q: 3 clusters Score -228052.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -228055.343750 Penalty: 2532.244873
	Iteration 26Q: 3 clusters Score -228055.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -228059.281250 Penalty: 2532.244873
	Iteration 27Q: 3 clusters Score -228059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -228061.250000 Penalty: 2532.244873
	Iteration 28Q: 3 clusters Score -228061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -228063.921875 Penalty: 2532.244873
	Iteration 29Q: 3 clusters Score -228063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -228066.281250 Penalty: 2532.244873
	Iteration 30Q: 3 clusters Score -228066.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -228070.265625 Penalty: 2532.244873
	Iteration 31Q: 3 clusters Score -228070.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -228077.375000 Penalty: 2532.244873
	Iteration 32Q: 3 clusters Score -228077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -228082.078125 Penalty: 2532.244873
	Iteration 33Q: 3 clusters Score -228082.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -228091.500000 Penalty: 2532.244873
	Iteration 34Q: 3 clusters Score -228091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -228096.484375 Penalty: 2532.244873
	Iteration 35Q: 3 clusters Score -228096.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -228106.296875 Penalty: 2532.244873
	Iteration 36Q: 3 clusters Score -228106.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -228115.718750 Penalty: 2532.244873
	Iteration 37Q: 3 clusters Score -228115.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -228122.906250 Penalty: 2532.244873
	Iteration 38Q: 3 clusters Score -228122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -228132.171875 Penalty: 2532.244873
	Iteration 39Q: 3 clusters Score -228132.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -228138.203125 Penalty: 2532.244873
	Iteration 40F: 3 clusters Score -228138.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -228149.828125 Penalty: 2532.244873
	Iteration 41Q: 3 clusters Score -228149.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -228167.031250 Penalty: 2532.244873
	Iteration 42Q: 3 clusters Score -228167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -228173.375000 Penalty: 2532.244873
	Iteration 43Q: 3 clusters Score -228173.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -228180.234375 Penalty: 2532.244873
	Iteration 44Q: 3 clusters Score -228180.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -228185.578125 Penalty: 2532.244873
	Iteration 45Q: 3 clusters Score -228185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -228186.593750 Penalty: 2532.244873
	Iteration 46Q: 3 clusters Score -228186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -228188.484375 Penalty: 2532.244873
	Iteration 47Q: 3 clusters Score -228188.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -228192.546875 Penalty: 2532.244873
	Iteration 48Q: 3 clusters Score -228192.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -228195.906250 Penalty: 2532.244873
	Iteration 49Q: 3 clusters Score -228195.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -228200.593750 Penalty: 2532.244873
	Iteration 50Q: 3 clusters Score -228200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -228206.312500 Penalty: 2532.244873
	Iteration 51Q: 3 clusters Score -228206.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -228208.578125 Penalty: 2532.244873
	Iteration 52Q: 3 clusters Score -228208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -228210.000000 Penalty: 2532.244873
	Iteration 53Q: 3 clusters Score -228210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -228212.062500 Penalty: 2532.244873
	Iteration 54Q: 3 clusters Score -228212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -228212.562500 Penalty: 2532.244873
	Iteration 55Q: 3 clusters Score -228212.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -228212.562500 Penalty: 2532.244873
	Iteration 56F: 3 clusters Score -228212.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Entering Unmasked Estep 
Score: -4558896.500000 Penalty: 1749.148438
	Iteration 0F: 2 clusters Score -4558896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4527300.000000 Penalty: 3498.296875
	Iteration 0F: 3 clusters Score -4527300 nChanged 22305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -4539882.500000 Penalty: 3498.296875
	Iteration 1F: 3 clusters Score -4539882 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4540570.500000 Penalty: 3498.296875
	Iteration 2Q: 3 clusters Score -4540570 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -4541408.000000 Penalty: 3498.296875
	Iteration 3Q: 3 clusters Score -4541408 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -4542625.000000 Penalty: 3498.296875
	Iteration 4F: 3 clusters Score -4542625 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -4544584.500000 Penalty: 3498.296875
	Iteration 5F: 3 clusters Score -4544584 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -4547438.000000 Penalty: 3498.296875
	Iteration 6F: 3 clusters Score -4547438 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4550930.500000 Penalty: 3498.296875
	Iteration 7F: 3 clusters Score -4550930 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -4554051.500000 Penalty: 3498.296875
	Iteration 8F: 3 clusters Score -4554052 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -4556522.000000 Penalty: 3498.296875
	Iteration 9Q: 3 clusters Score -4556522 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -4557977.500000 Penalty: 3498.296875
	Iteration 10Q: 3 clusters Score -4557978 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -4558664.000000 Penalty: 3498.296875
	Iteration 11Q: 3 clusters Score -4558664 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -4558967.000000 Penalty: 3498.296875
	Iteration 12Q: 3 clusters Score -4558967 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -4559120.000000 Penalty: 3498.296875
	Iteration 13Q: 3 clusters Score -4559120 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -4559211.500000 Penalty: 3498.296875
	Iteration 14Q: 3 clusters Score -4559212 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -4559267.500000 Penalty: 3498.296875
	Iteration 15Q: 3 clusters Score -4559268 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -4559325.500000 Penalty: 3498.296875
	Iteration 16Q: 3 clusters Score -4559326 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -4559345.500000 Penalty: 3498.296875
	Iteration 17Q: 3 clusters Score -4559346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -4559360.000000 Penalty: 3498.296875
	Iteration 18Q: 3 clusters Score -4559360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -4559386.500000 Penalty: 3498.296875
	Iteration 19Q: 3 clusters Score -4559386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -4559388.000000 Penalty: 3498.296875
	Iteration 20F: 3 clusters Score -4559388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -4559397.500000 Penalty: 3498.296875
	Iteration 21Q: 3 clusters Score -4559398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -4559399.000000 Penalty: 3498.296875
	Iteration 22Q: 3 clusters Score -4559399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -4559396.500000 Penalty: 3498.296875
	Iteration 23Q: 3 clusters Score -4559396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -4559389.500000 Penalty: 3498.296875
	Iteration 24Q: 3 clusters Score -4559390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -4559399.000000 Penalty: 3498.296875
	Iteration 25Q: 3 clusters Score -4559399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -4559400.500000 Penalty: 3498.296875
	Iteration 26Q: 3 clusters Score -4559400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -4559403.000000 Penalty: 3498.296875
	Iteration 27Q: 3 clusters Score -4559403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -4559410.500000 Penalty: 3498.296875
	Iteration 28Q: 3 clusters Score -4559410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -4559412.000000 Penalty: 3498.296875
	Iteration 29Q: 3 clusters Score -4559412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -4559410.500000 Penalty: 3498.296875
	Iteration 30Q: 3 clusters Score -4559410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -4559413.000000 Penalty: 3498.296875
	Iteration 31Q: 3 clusters Score -4559413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -4559412.000000 Penalty: 3498.296875
	Iteration 32Q: 3 clusters Score -4559412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -4559412.000000 Penalty: 3498.296875
	Iteration 33F: 3 clusters Score -4559412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 11155 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 3876 members 
Mstep: Class 6 contains 5441 members 
Mstep: Class 7 contains 52312 members 
Mstep: Class 8 contains 24407 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 15805 members 
Mstep: Class 13 contains 115884 members 
Mstep: Class 14 contains 10641 members 
Mstep: Class 15 contains 9949 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 5251 members 
Mstep: Class 18 contains 13880 members 
Mstep: Class 19 contains 114422 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 24093 members 
Mstep: Class 22 contains 43312 members 
Entering Unmasked Estep 
Score: -44810776.000000 Penalty: 46773.742188
Splitting cluster 10 changes total score from -44801956.000000 to -44810776.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -431789.906250 Penalty: 1371.515625
	Iteration 0F: 2 clusters Score -431789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -428020.625000 Penalty: 2743.031250
	Iteration 0F: 3 clusters Score -428020.6 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -429132.687500 Penalty: 2743.031250
	Iteration 1F: 3 clusters Score -429132.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -429337.468750 Penalty: 2743.031250
	Iteration 2F: 3 clusters Score -429337.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -429485.937500 Penalty: 2743.031250
	Iteration 3F: 3 clusters Score -429485.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -429636.656250 Penalty: 2743.031250
	Iteration 4F: 3 clusters Score -429636.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -429785.031250 Penalty: 2743.031250
	Iteration 5Q: 3 clusters Score -429785 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -429942.156250 Penalty: 2743.031250
	Iteration 6F: 3 clusters Score -429942.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -430110.500000 Penalty: 2743.031250
	Iteration 7Q: 3 clusters Score -430110.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -430286.750000 Penalty: 2743.031250
	Iteration 8Q: 3 clusters Score -430286.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -430417.406250 Penalty: 2743.031250
	Iteration 9Q: 3 clusters Score -430417.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -430524.312500 Penalty: 2743.031250
	Iteration 10Q: 3 clusters Score -430524.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -430595.062500 Penalty: 2743.031250
	Iteration 11Q: 3 clusters Score -430595.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -430642.562500 Penalty: 2743.031250
	Iteration 12Q: 3 clusters Score -430642.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -430683.531250 Penalty: 2743.031250
	Iteration 13Q: 3 clusters Score -430683.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -430731.500000 Penalty: 2743.031250
	Iteration 14Q: 3 clusters Score -430731.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -430756.718750 Penalty: 2743.031250
	Iteration 15Q: 3 clusters Score -430756.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -430778.906250 Penalty: 2743.031250
	Iteration 16Q: 3 clusters Score -430778.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -430794.781250 Penalty: 2743.031250
	Iteration 17Q: 3 clusters Score -430794.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -430800.656250 Penalty: 2743.031250
	Iteration 18Q: 3 clusters Score -430800.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -430804.937500 Penalty: 2743.031250
	Iteration 19Q: 3 clusters Score -430804.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -430806.781250 Penalty: 2743.031250
	Iteration 20F: 3 clusters Score -430806.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -430808.968750 Penalty: 2743.031250
	Iteration 21Q: 3 clusters Score -430809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -430812.468750 Penalty: 2743.031250
	Iteration 22Q: 3 clusters Score -430812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -430814.250000 Penalty: 2743.031250
	Iteration 23Q: 3 clusters Score -430814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -430814.593750 Penalty: 2743.031250
	Iteration 24Q: 3 clusters Score -430814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -430817.750000 Penalty: 2743.031250
	Iteration 25Q: 3 clusters Score -430817.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -430819.687500 Penalty: 2743.031250
	Iteration 26Q: 3 clusters Score -430819.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -430823.187500 Penalty: 2743.031250
	Iteration 27Q: 3 clusters Score -430823.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -430826.437500 Penalty: 2743.031250
	Iteration 28Q: 3 clusters Score -430826.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -430828.906250 Penalty: 2743.031250
	Iteration 29Q: 3 clusters Score -430828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -430829.531250 Penalty: 2743.031250
	Iteration 30Q: 3 clusters Score -430829.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -430829.906250 Penalty: 2743.031250
	Iteration 31Q: 3 clusters Score -430829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -430830.187500 Penalty: 2743.031250
	Iteration 32Q: 3 clusters Score -430830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -430831.031250 Penalty: 2743.031250
	Iteration 33Q: 3 clusters Score -430831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -430830.406250 Penalty: 2743.031250
	Iteration 34Q: 3 clusters Score -430830.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -430830.406250 Penalty: 2743.031250
	Iteration 35F: 3 clusters Score -430830.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Entering Unmasked Estep 
Score: -1498785.875000 Penalty: 1571.063232
	Iteration 0F: 2 clusters Score -1498786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1487863.625000 Penalty: 3142.126465
	Iteration 0F: 3 clusters Score -1487864 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1492250.875000 Penalty: 3142.126465
	Iteration 1F: 3 clusters Score -1492251 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1493158.750000 Penalty: 3142.126465
	Iteration 2F: 3 clusters Score -1493159 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1493975.625000 Penalty: 3142.126465
	Iteration 3F: 3 clusters Score -1493976 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1494792.875000 Penalty: 3142.126465
	Iteration 4F: 3 clusters Score -1494793 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1495746.000000 Penalty: 3142.126465
	Iteration 5F: 3 clusters Score -1495746 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1496800.000000 Penalty: 3142.126465
	Iteration 6F: 3 clusters Score -1496800 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1497657.625000 Penalty: 3142.126465
	Iteration 7F: 3 clusters Score -1497658 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1498256.500000 Penalty: 3142.126465
	Iteration 8Q: 3 clusters Score -1498256 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1498614.750000 Penalty: 3142.126465
	Iteration 9Q: 3 clusters Score -1498615 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1498825.250000 Penalty: 3142.126465
	Iteration 10Q: 3 clusters Score -1498825 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1498970.875000 Penalty: 3142.126465
	Iteration 11Q: 3 clusters Score -1498971 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1499065.000000 Penalty: 3142.126465
	Iteration 12Q: 3 clusters Score -1499065 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1499147.625000 Penalty: 3142.126465
	Iteration 13Q: 3 clusters Score -1499148 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1499202.500000 Penalty: 3142.126465
	Iteration 14Q: 3 clusters Score -1499202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1499244.375000 Penalty: 3142.126465
	Iteration 15Q: 3 clusters Score -1499244 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1499273.000000 Penalty: 3142.126465
	Iteration 16Q: 3 clusters Score -1499273 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1499300.000000 Penalty: 3142.126465
	Iteration 17Q: 3 clusters Score -1499300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1499320.250000 Penalty: 3142.126465
	Iteration 18Q: 3 clusters Score -1499320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1499342.625000 Penalty: 3142.126465
	Iteration 19Q: 3 clusters Score -1499343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1499352.625000 Penalty: 3142.126465
	Iteration 20F: 3 clusters Score -1499353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1499369.125000 Penalty: 3142.126465
	Iteration 21Q: 3 clusters Score -1499369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1499381.250000 Penalty: 3142.126465
	Iteration 22Q: 3 clusters Score -1499381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1499394.250000 Penalty: 3142.126465
	Iteration 23Q: 3 clusters Score -1499394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1499405.375000 Penalty: 3142.126465
	Iteration 24Q: 3 clusters Score -1499405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1499420.125000 Penalty: 3142.126465
	Iteration 25Q: 3 clusters Score -1499420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1499424.000000 Penalty: 3142.126465
	Iteration 26Q: 3 clusters Score -1499424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1499430.500000 Penalty: 3142.126465
	Iteration 27Q: 3 clusters Score -1499430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1499434.625000 Penalty: 3142.126465
	Iteration 28Q: 3 clusters Score -1499435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1499432.875000 Penalty: 3142.126465
	Iteration 29Q: 3 clusters Score -1499433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1499438.000000 Penalty: 3142.126465
	Iteration 30Q: 3 clusters Score -1499438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1499442.000000 Penalty: 3142.126465
	Iteration 31Q: 3 clusters Score -1499442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1499453.250000 Penalty: 3142.126465
	Iteration 32Q: 3 clusters Score -1499453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1499456.500000 Penalty: 3142.126465
	Iteration 33Q: 3 clusters Score -1499456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1499465.500000 Penalty: 3142.126465
	Iteration 34Q: 3 clusters Score -1499466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1499470.375000 Penalty: 3142.126465
	Iteration 35Q: 3 clusters Score -1499470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1499479.125000 Penalty: 3142.126465
	Iteration 36Q: 3 clusters Score -1499479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1499482.500000 Penalty: 3142.126465
	Iteration 37Q: 3 clusters Score -1499482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1499480.500000 Penalty: 3142.126465
	Iteration 38Q: 3 clusters Score -1499480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1499481.375000 Penalty: 3142.126465
	Iteration 39Q: 3 clusters Score -1499481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1499481.375000 Penalty: 3142.126465
	Iteration 40F: 3 clusters Score -1499481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 11155 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 3876 members 
Mstep: Class 6 contains 5441 members 
Mstep: Class 7 contains 52312 members 
Mstep: Class 8 contains 24407 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 1479 members 
Mstep: Class 13 contains 115884 members 
Mstep: Class 14 contains 10641 members 
Mstep: Class 15 contains 9949 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 5251 members 
Mstep: Class 18 contains 13880 members 
Mstep: Class 19 contains 114422 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 24093 members 
Mstep: Class 22 contains 43312 members 
Mstep: Class 23 contains 14326 members 
Entering Unmasked Estep 
Score: -44810848.000000 Penalty: 48899.824219
Splitting cluster 12 changes total score from -44801956.000000 to -44810848.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (115884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115884 members 
Entering Unmasked Estep 
Score: -11148490.000000 Penalty: 1894.806030
	Iteration 0F: 2 clusters Score -1.114849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -11070665.000000 Penalty: 3789.612061
	Iteration 0F: 3 clusters Score -1.107066e+07 nChanged 55670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -11103670.000000 Penalty: 3789.612061
	Iteration 1F: 3 clusters Score -1.110367e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -11104574.000000 Penalty: 3789.612061
	Iteration 2Q: 3 clusters Score -1.110457e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -11105928.000000 Penalty: 3789.612061
	Iteration 3Q: 3 clusters Score -1.110593e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -11108146.000000 Penalty: 3789.612061
	Iteration 4Q: 3 clusters Score -1.110815e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71609 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -11111459.000000 Penalty: 3789.612061
	Iteration 5F: 3 clusters Score -1.111146e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -11116569.000000 Penalty: 3789.612061
	Iteration 6F: 3 clusters Score -1.111657e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -11123237.000000 Penalty: 3789.612061
	Iteration 7F: 3 clusters Score -1.112324e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -11129882.000000 Penalty: 3789.612061
	Iteration 8F: 3 clusters Score -1.112988e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97339 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -11135218.000000 Penalty: 3789.612061
	Iteration 9F: 3 clusters Score -1.113522e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101566 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -11138857.000000 Penalty: 3789.612061
	Iteration 10Q: 3 clusters Score -1.113886e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104568 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -11141191.000000 Penalty: 3789.612061
	Iteration 11Q: 3 clusters Score -1.114119e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106771 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -11142685.000000 Penalty: 3789.612061
	Iteration 12Q: 3 clusters Score -1.114268e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108435 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -11143699.000000 Penalty: 3789.612061
	Iteration 13Q: 3 clusters Score -1.11437e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109766 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -11144468.000000 Penalty: 3789.612061
	Iteration 14Q: 3 clusters Score -1.114447e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110856 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -11144964.000000 Penalty: 3789.612061
	Iteration 15Q: 3 clusters Score -1.114496e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111726 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -11145346.000000 Penalty: 3789.612061
	Iteration 16Q: 3 clusters Score -1.114535e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112482 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -11145704.000000 Penalty: 3789.612061
	Iteration 17Q: 3 clusters Score -1.11457e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113083 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -11146013.000000 Penalty: 3789.612061
	Iteration 18Q: 3 clusters Score -1.114601e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113574 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -11146262.000000 Penalty: 3789.612061
	Iteration 19Q: 3 clusters Score -1.114626e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113926 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -11146409.000000 Penalty: 3789.612061
	Iteration 20F: 3 clusters Score -1.114641e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114178 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -11146521.000000 Penalty: 3789.612061
	Iteration 21Q: 3 clusters Score -1.114652e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114350 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11146597.000000 Penalty: 3789.612061
	Iteration 22Q: 3 clusters Score -1.11466e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114502 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -11146671.000000 Penalty: 3789.612061
	Iteration 23Q: 3 clusters Score -1.114667e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114623 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -11146693.000000 Penalty: 3789.612061
	Iteration 24Q: 3 clusters Score -1.114669e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -11146744.000000 Penalty: 3789.612061
	Iteration 25Q: 3 clusters Score -1.114674e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114786 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -11146812.000000 Penalty: 3789.612061
	Iteration 26Q: 3 clusters Score -1.114681e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114861 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11146863.000000 Penalty: 3789.612061
	Iteration 27Q: 3 clusters Score -1.114686e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114922 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11146893.000000 Penalty: 3789.612061
	Iteration 28Q: 3 clusters Score -1.114689e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114974 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11146941.000000 Penalty: 3789.612061
	Iteration 29Q: 3 clusters Score -1.114694e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115024 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11146978.000000 Penalty: 3789.612061
	Iteration 30Q: 3 clusters Score -1.114698e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115059 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11147006.000000 Penalty: 3789.612061
	Iteration 31Q: 3 clusters Score -1.114701e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115095 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11147011.000000 Penalty: 3789.612061
	Iteration 32Q: 3 clusters Score -1.114701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115111 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11147044.000000 Penalty: 3789.612061
	Iteration 33Q: 3 clusters Score -1.114704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115123 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11147063.000000 Penalty: 3789.612061
	Iteration 34Q: 3 clusters Score -1.114706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115141 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11147090.000000 Penalty: 3789.612061
	Iteration 35Q: 3 clusters Score -1.114709e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115147 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11147099.000000 Penalty: 3789.612061
	Iteration 36Q: 3 clusters Score -1.11471e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115164 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11147132.000000 Penalty: 3789.612061
	Iteration 37Q: 3 clusters Score -1.114713e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115179 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11147157.000000 Penalty: 3789.612061
	Iteration 38Q: 3 clusters Score -1.114716e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11147178.000000 Penalty: 3789.612061
	Iteration 39Q: 3 clusters Score -1.114718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115195 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11147185.000000 Penalty: 3789.612061
	Iteration 40F: 3 clusters Score -1.114718e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11147200.000000 Penalty: 3789.612061
	Iteration 41Q: 3 clusters Score -1.11472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115192 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11147207.000000 Penalty: 3789.612061
	Iteration 42Q: 3 clusters Score -1.114721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115193 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11147219.000000 Penalty: 3789.612061
	Iteration 43Q: 3 clusters Score -1.114722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115195 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11147240.000000 Penalty: 3789.612061
	Iteration 44Q: 3 clusters Score -1.114724e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115192 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11147250.000000 Penalty: 3789.612061
	Iteration 45Q: 3 clusters Score -1.114725e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115183 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11147266.000000 Penalty: 3789.612061
	Iteration 46Q: 3 clusters Score -1.114727e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115173 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11147302.000000 Penalty: 3789.612061
	Iteration 47Q: 3 clusters Score -1.11473e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115164 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11147305.000000 Penalty: 3789.612061
	Iteration 48Q: 3 clusters Score -1.11473e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115151 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11147338.000000 Penalty: 3789.612061
	Iteration 49Q: 3 clusters Score -1.114734e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115142 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11147349.000000 Penalty: 3789.612061
	Iteration 50Q: 3 clusters Score -1.114735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115136 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -11147355.000000 Penalty: 3789.612061
	Iteration 51Q: 3 clusters Score -1.114736e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115120 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11147371.000000 Penalty: 3789.612061
	Iteration 52Q: 3 clusters Score -1.114737e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115116 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11147383.000000 Penalty: 3789.612061
	Iteration 53Q: 3 clusters Score -1.114738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115112 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11147400.000000 Penalty: 3789.612061
	Iteration 54Q: 3 clusters Score -1.11474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115098 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -11147414.000000 Penalty: 3789.612061
	Iteration 55Q: 3 clusters Score -1.114741e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115082 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11147430.000000 Penalty: 3789.612061
	Iteration 56Q: 3 clusters Score -1.114743e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -11147452.000000 Penalty: 3789.612061
	Iteration 57Q: 3 clusters Score -1.114745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115045 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11147448.000000 Penalty: 3789.612061
	Iteration 58Q: 3 clusters Score -1.114745e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115032 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11147462.000000 Penalty: 3789.612061
	Iteration 59Q: 3 clusters Score -1.114746e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115020 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11147498.000000 Penalty: 3789.612061
	Iteration 60F: 3 clusters Score -1.11475e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114990 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11147528.000000 Penalty: 3789.612061
	Iteration 61Q: 3 clusters Score -1.114753e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114967 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11147558.000000 Penalty: 3789.612061
	Iteration 62Q: 3 clusters Score -1.114756e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114951 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11147576.000000 Penalty: 3789.612061
	Iteration 63Q: 3 clusters Score -1.114758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114916 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11147620.000000 Penalty: 3789.612061
	Iteration 64Q: 3 clusters Score -1.114762e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114867 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -11147643.000000 Penalty: 3789.612061
	Iteration 65Q: 3 clusters Score -1.114764e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114816 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -11147700.000000 Penalty: 3789.612061
	Iteration 66Q: 3 clusters Score -1.11477e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114767 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11147743.000000 Penalty: 3789.612061
	Iteration 67Q: 3 clusters Score -1.114774e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114721 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11147768.000000 Penalty: 3789.612061
	Iteration 68Q: 3 clusters Score -1.114777e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114680 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11147778.000000 Penalty: 3789.612061
	Iteration 69Q: 3 clusters Score -1.114778e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114644 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11147791.000000 Penalty: 3789.612061
	Iteration 70Q: 3 clusters Score -1.114779e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114611 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11147826.000000 Penalty: 3789.612061
	Iteration 71Q: 3 clusters Score -1.114783e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114577 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -11147835.000000 Penalty: 3789.612061
	Iteration 72Q: 3 clusters Score -1.114784e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114547 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11147846.000000 Penalty: 3789.612061
	Iteration 73Q: 3 clusters Score -1.114785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114520 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11147863.000000 Penalty: 3789.612061
	Iteration 74Q: 3 clusters Score -1.114786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114498 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11147864.000000 Penalty: 3789.612061
	Iteration 75Q: 3 clusters Score -1.114786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11147868.000000 Penalty: 3789.612061
	Iteration 76Q: 3 clusters Score -1.114787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114456 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -11147867.000000 Penalty: 3789.612061
	Iteration 77Q: 3 clusters Score -1.114787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114435 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -11147874.000000 Penalty: 3789.612061
	Iteration 78Q: 3 clusters Score -1.114787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114417 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11147886.000000 Penalty: 3789.612061
	Iteration 79Q: 3 clusters Score -1.114789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114403 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11147902.000000 Penalty: 3789.612061
	Iteration 80F: 3 clusters Score -1.11479e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114353 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -11147925.000000 Penalty: 3789.612061
	Iteration 81Q: 3 clusters Score -1.114792e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -11147938.000000 Penalty: 3789.612061
	Iteration 82Q: 3 clusters Score -1.114794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114281 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11147944.000000 Penalty: 3789.612061
	Iteration 83Q: 3 clusters Score -1.114794e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114261 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11147949.000000 Penalty: 3789.612061
	Iteration 84Q: 3 clusters Score -1.114795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114241 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -11147947.000000 Penalty: 3789.612061
	Iteration 85Q: 3 clusters Score -1.114795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114228 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -11147949.000000 Penalty: 3789.612061
	Iteration 86Q: 3 clusters Score -1.114795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114217 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -11147936.000000 Penalty: 3789.612061
	Iteration 87Q: 3 clusters Score -1.114794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114210 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -11147940.000000 Penalty: 3789.612061
	Iteration 88Q: 3 clusters Score -1.114794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114208 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -11147940.000000 Penalty: 3789.612061
	Iteration 89Q: 3 clusters Score -1.114794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114201 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -11147946.000000 Penalty: 3789.612061
	Iteration 90Q: 3 clusters Score -1.114795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114188 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11147952.000000 Penalty: 3789.612061
	Iteration 91Q: 3 clusters Score -1.114795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114174 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -11147955.000000 Penalty: 3789.612061
	Iteration 92Q: 3 clusters Score -1.114796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114159 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -11147947.000000 Penalty: 3789.612061
	Iteration 93Q: 3 clusters Score -1.114795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114142 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11147949.000000 Penalty: 3789.612061
	Iteration 94Q: 3 clusters Score -1.114795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114128 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -11147961.000000 Penalty: 3789.612061
	Iteration 95Q: 3 clusters Score -1.114796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -11147971.000000 Penalty: 3789.612061
	Iteration 96Q: 3 clusters Score -1.114797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114090 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11147972.000000 Penalty: 3789.612061
	Iteration 97Q: 3 clusters Score -1.114797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114075 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11147971.000000 Penalty: 3789.612061
	Iteration 98Q: 3 clusters Score -1.114797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -11147972.000000 Penalty: 3789.612061
	Iteration 99Q: 3 clusters Score -1.114797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114061 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -11147977.000000 Penalty: 3789.612061
	Iteration 100F: 3 clusters Score -1.114798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -11147970.000000 Penalty: 3789.612061
	Iteration 101Q: 3 clusters Score -1.114797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114057 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -11147970.000000 Penalty: 3789.612061
	Iteration 102Q: 3 clusters Score -1.114797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114056 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -11147970.000000 Penalty: 3789.612061
	Iteration 103Q: 3 clusters Score -1.114797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114056 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -11147970.000000 Penalty: 3789.612061
	Iteration 104F: 3 clusters Score -1.114797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Entering Unmasked Estep 
Score: -995799.437500 Penalty: 1506.776245
	Iteration 0F: 2 clusters Score -995799.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -988117.562500 Penalty: 3013.552490
	Iteration 0F: 3 clusters Score -988117.6 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -990866.000000 Penalty: 3013.552490
	Iteration 1F: 3 clusters Score -990866 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -991303.812500 Penalty: 3013.552490
	Iteration 2F: 3 clusters Score -991303.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -991764.062500 Penalty: 3013.552490
	Iteration 3F: 3 clusters Score -991764.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -992250.875000 Penalty: 3013.552490
	Iteration 4F: 3 clusters Score -992250.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -992675.250000 Penalty: 3013.552490
	Iteration 5F: 3 clusters Score -992675.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -993072.937500 Penalty: 3013.552490
	Iteration 6F: 3 clusters Score -993072.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -993434.250000 Penalty: 3013.552490
	Iteration 7F: 3 clusters Score -993434.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -993723.875000 Penalty: 3013.552490
	Iteration 8Q: 3 clusters Score -993723.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -993943.562500 Penalty: 3013.552490
	Iteration 9Q: 3 clusters Score -993943.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -994112.000000 Penalty: 3013.552490
	Iteration 10Q: 3 clusters Score -994112 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -994252.375000 Penalty: 3013.552490
	Iteration 11Q: 3 clusters Score -994252.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -994357.125000 Penalty: 3013.552490
	Iteration 12Q: 3 clusters Score -994357.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -994434.125000 Penalty: 3013.552490
	Iteration 13Q: 3 clusters Score -994434.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -994481.187500 Penalty: 3013.552490
	Iteration 14Q: 3 clusters Score -994481.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -994520.625000 Penalty: 3013.552490
	Iteration 15Q: 3 clusters Score -994520.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -994556.750000 Penalty: 3013.552490
	Iteration 16Q: 3 clusters Score -994556.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -994580.875000 Penalty: 3013.552490
	Iteration 17Q: 3 clusters Score -994580.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -994599.750000 Penalty: 3013.552490
	Iteration 18Q: 3 clusters Score -994599.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -994613.625000 Penalty: 3013.552490
	Iteration 19Q: 3 clusters Score -994613.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -994616.875000 Penalty: 3013.552490
	Iteration 20F: 3 clusters Score -994616.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -994629.125000 Penalty: 3013.552490
	Iteration 21Q: 3 clusters Score -994629.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -994632.250000 Penalty: 3013.552490
	Iteration 22Q: 3 clusters Score -994632.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -994638.750000 Penalty: 3013.552490
	Iteration 23Q: 3 clusters Score -994638.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -994644.375000 Penalty: 3013.552490
	Iteration 24Q: 3 clusters Score -994644.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -994646.750000 Penalty: 3013.552490
	Iteration 25Q: 3 clusters Score -994646.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -994649.437500 Penalty: 3013.552490
	Iteration 26Q: 3 clusters Score -994649.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -994653.687500 Penalty: 3013.552490
	Iteration 27Q: 3 clusters Score -994653.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -994654.687500 Penalty: 3013.552490
	Iteration 28Q: 3 clusters Score -994654.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -994660.562500 Penalty: 3013.552490
	Iteration 29Q: 3 clusters Score -994660.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -994662.812500 Penalty: 3013.552490
	Iteration 30Q: 3 clusters Score -994662.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -994664.062500 Penalty: 3013.552490
	Iteration 31Q: 3 clusters Score -994664.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -994664.937500 Penalty: 3013.552490
	Iteration 32Q: 3 clusters Score -994664.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -994665.937500 Penalty: 3013.552490
	Iteration 33Q: 3 clusters Score -994665.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -994669.187500 Penalty: 3013.552490
	Iteration 34Q: 3 clusters Score -994669.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -994669.687500 Penalty: 3013.552490
	Iteration 35Q: 3 clusters Score -994669.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -994669.125000 Penalty: 3013.552490
	Iteration 36Q: 3 clusters Score -994669.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -994673.000000 Penalty: 3013.552490
	Iteration 37Q: 3 clusters Score -994673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -994672.375000 Penalty: 3013.552490
	Iteration 38Q: 3 clusters Score -994672.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -994674.562500 Penalty: 3013.552490
	Iteration 39Q: 3 clusters Score -994674.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -994675.312500 Penalty: 3013.552490
	Iteration 40F: 3 clusters Score -994675.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -994677.187500 Penalty: 3013.552490
	Iteration 41Q: 3 clusters Score -994677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -994676.437500 Penalty: 3013.552490
	Iteration 42Q: 3 clusters Score -994676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -994678.000000 Penalty: 3013.552490
	Iteration 43Q: 3 clusters Score -994678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -994679.375000 Penalty: 3013.552490
	Iteration 44Q: 3 clusters Score -994679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -994678.000000 Penalty: 3013.552490
	Iteration 45Q: 3 clusters Score -994678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -994679.500000 Penalty: 3013.552490
	Iteration 46Q: 3 clusters Score -994679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -994679.437500 Penalty: 3013.552490
	Iteration 47Q: 3 clusters Score -994679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -994679.312500 Penalty: 3013.552490
	Iteration 48Q: 3 clusters Score -994679.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -994678.750000 Penalty: 3013.552490
	Iteration 49Q: 3 clusters Score -994678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -994678.562500 Penalty: 3013.552490
	Iteration 50Q: 3 clusters Score -994678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -994679.812500 Penalty: 3013.552490
	Iteration 51Q: 3 clusters Score -994679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -994680.437500 Penalty: 3013.552490
	Iteration 52Q: 3 clusters Score -994680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -994679.750000 Penalty: 3013.552490
	Iteration 53Q: 3 clusters Score -994679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -994680.562500 Penalty: 3013.552490
	Iteration 54Q: 3 clusters Score -994680.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -994681.562500 Penalty: 3013.552490
	Iteration 55Q: 3 clusters Score -994681.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -994681.937500 Penalty: 3013.552490
	Iteration 56Q: 3 clusters Score -994681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -994681.250000 Penalty: 3013.552490
	Iteration 57Q: 3 clusters Score -994681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -994682.937500 Penalty: 3013.552490
	Iteration 58Q: 3 clusters Score -994682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -994680.312500 Penalty: 3013.552490
	Iteration 59Q: 3 clusters Score -994680.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -994681.125000 Penalty: 3013.552490
	Iteration 60F: 3 clusters Score -994681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -994681.875000 Penalty: 3013.552490
	Iteration 61Q: 3 clusters Score -994681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -994681.875000 Penalty: 3013.552490
	Iteration 62F: 3 clusters Score -994681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Entering Unmasked Estep 
Score: -957106.500000 Penalty: 1495.849365
	Iteration 0F: 2 clusters Score -957106.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -949997.437500 Penalty: 2991.698730
	Iteration 0F: 3 clusters Score -949997.4 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -952201.687500 Penalty: 2991.698730
	Iteration 1F: 3 clusters Score -952201.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -952456.250000 Penalty: 2991.698730
	Iteration 2F: 3 clusters Score -952456.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -952729.562500 Penalty: 2991.698730
	Iteration 3Q: 3 clusters Score -952729.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -953018.437500 Penalty: 2991.698730
	Iteration 4Q: 3 clusters Score -953018.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -953334.500000 Penalty: 2991.698730
	Iteration 5Q: 3 clusters Score -953334.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -953626.812500 Penalty: 2991.698730
	Iteration 6Q: 3 clusters Score -953626.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -953918.437500 Penalty: 2991.698730
	Iteration 7Q: 3 clusters Score -953918.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -954180.250000 Penalty: 2991.698730
	Iteration 8Q: 3 clusters Score -954180.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -954430.875000 Penalty: 2991.698730
	Iteration 9Q: 3 clusters Score -954430.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -954666.687500 Penalty: 2991.698730
	Iteration 10Q: 3 clusters Score -954666.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -954876.750000 Penalty: 2991.698730
	Iteration 11Q: 3 clusters Score -954876.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -955050.375000 Penalty: 2991.698730
	Iteration 12Q: 3 clusters Score -955050.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -955191.062500 Penalty: 2991.698730
	Iteration 13Q: 3 clusters Score -955191.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -955309.750000 Penalty: 2991.698730
	Iteration 14Q: 3 clusters Score -955309.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -955424.562500 Penalty: 2991.698730
	Iteration 15Q: 3 clusters Score -955424.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -955523.750000 Penalty: 2991.698730
	Iteration 16Q: 3 clusters Score -955523.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -955590.562500 Penalty: 2991.698730
	Iteration 17Q: 3 clusters Score -955590.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -955639.250000 Penalty: 2991.698730
	Iteration 18Q: 3 clusters Score -955639.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -955678.687500 Penalty: 2991.698730
	Iteration 19Q: 3 clusters Score -955678.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -955708.375000 Penalty: 2991.698730
	Iteration 20F: 3 clusters Score -955708.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -955739.625000 Penalty: 2991.698730
	Iteration 21Q: 3 clusters Score -955739.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -955761.062500 Penalty: 2991.698730
	Iteration 22Q: 3 clusters Score -955761.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -955780.437500 Penalty: 2991.698730
	Iteration 23Q: 3 clusters Score -955780.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -955802.062500 Penalty: 2991.698730
	Iteration 24Q: 3 clusters Score -955802.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -955820.375000 Penalty: 2991.698730
	Iteration 25Q: 3 clusters Score -955820.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -955830.750000 Penalty: 2991.698730
	Iteration 26Q: 3 clusters Score -955830.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -955840.875000 Penalty: 2991.698730
	Iteration 27Q: 3 clusters Score -955840.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -955846.437500 Penalty: 2991.698730
	Iteration 28Q: 3 clusters Score -955846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -955849.875000 Penalty: 2991.698730
	Iteration 29Q: 3 clusters Score -955849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -955851.625000 Penalty: 2991.698730
	Iteration 30Q: 3 clusters Score -955851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -955851.125000 Penalty: 2991.698730
	Iteration 31Q: 3 clusters Score -955851.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -955851.125000 Penalty: 2991.698730
	Iteration 32F: 3 clusters Score -955851.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Entering Unmasked Estep 
Score: -350197.875000 Penalty: 1337.078735
	Iteration 0F: 2 clusters Score -350197.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -347039.406250 Penalty: 2674.157471
	Iteration 0F: 3 clusters Score -347039.4 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -348110.281250 Penalty: 2674.157471
	Iteration 1F: 3 clusters Score -348110.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -348728.656250 Penalty: 2674.157471
	Iteration 2F: 3 clusters Score -348728.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -349226.812500 Penalty: 2674.157471
	Iteration 3F: 3 clusters Score -349226.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -349672.156250 Penalty: 2674.157471
	Iteration 4F: 3 clusters Score -349672.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -349989.343750 Penalty: 2674.157471
	Iteration 5F: 3 clusters Score -349989.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -350189.031250 Penalty: 2674.157471
	Iteration 6F: 3 clusters Score -350189 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -350273.375000 Penalty: 2674.157471
	Iteration 7Q: 3 clusters Score -350273.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -350323.281250 Penalty: 2674.157471
	Iteration 8Q: 3 clusters Score -350323.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -350349.187500 Penalty: 2674.157471
	Iteration 9Q: 3 clusters Score -350349.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -350361.812500 Penalty: 2674.157471
	Iteration 10Q: 3 clusters Score -350361.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -350369.125000 Penalty: 2674.157471
	Iteration 11Q: 3 clusters Score -350369.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -350374.781250 Penalty: 2674.157471
	Iteration 12Q: 3 clusters Score -350374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -350376.875000 Penalty: 2674.157471
	Iteration 13Q: 3 clusters Score -350376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -350378.718750 Penalty: 2674.157471
	Iteration 14Q: 3 clusters Score -350378.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -350378.625000 Penalty: 2674.157471
	Iteration 15Q: 3 clusters Score -350378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -350379.281250 Penalty: 2674.157471
	Iteration 16Q: 3 clusters Score -350379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -350380.000000 Penalty: 2674.157471
	Iteration 17Q: 3 clusters Score -350380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -350382.250000 Penalty: 2674.157471
	Iteration 18Q: 3 clusters Score -350382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -350383.218750 Penalty: 2674.157471
	Iteration 19Q: 3 clusters Score -350383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -350383.187500 Penalty: 2674.157471
	Iteration 20F: 3 clusters Score -350383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 11155 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 3876 members 
Mstep: Class 6 contains 5441 members 
Mstep: Class 7 contains 52312 members 
Mstep: Class 8 contains 24407 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 1479 members 
Mstep: Class 13 contains 115884 members 
Mstep: Class 14 contains 10641 members 
Mstep: Class 15 contains 9949 members 
Mstep: Class 16 contains 762 members 
Mstep: Class 17 contains 5251 members 
Mstep: Class 18 contains 13880 members 
Mstep: Class 19 contains 114422 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 24093 members 
Mstep: Class 22 contains 43312 members 
Mstep: Class 23 contains 14326 members 
Mstep: Class 24 contains 2983 members 
Entering Unmasked Estep 
Score: -44810364.000000 Penalty: 51025.902344
Splitting cluster 16 changes total score from -44801956.000000 to -44810364.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (5251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Entering Unmasked Estep 
Score: -511236.625000 Penalty: 1392.003174
	Iteration 0F: 2 clusters Score -511236.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -507103.656250 Penalty: 2784.006348
	Iteration 0F: 3 clusters Score -507103.7 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -508265.250000 Penalty: 2784.006348
	Iteration 1F: 3 clusters Score -508265.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -508412.593750 Penalty: 2784.006348
	Iteration 2F: 3 clusters Score -508412.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -508507.625000 Penalty: 2784.006348
	Iteration 3Q: 3 clusters Score -508507.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -508585.437500 Penalty: 2784.006348
	Iteration 4Q: 3 clusters Score -508585.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -508647.843750 Penalty: 2784.006348
	Iteration 5Q: 3 clusters Score -508647.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -508695.812500 Penalty: 2784.006348
	Iteration 6Q: 3 clusters Score -508695.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -508728.843750 Penalty: 2784.006348
	Iteration 7Q: 3 clusters Score -508728.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -508760.093750 Penalty: 2784.006348
	Iteration 8Q: 3 clusters Score -508760.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -508794.156250 Penalty: 2784.006348
	Iteration 9Q: 3 clusters Score -508794.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -508822.718750 Penalty: 2784.006348
	Iteration 10Q: 3 clusters Score -508822.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -508852.968750 Penalty: 2784.006348
	Iteration 11Q: 3 clusters Score -508853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -508881.937500 Penalty: 2784.006348
	Iteration 12Q: 3 clusters Score -508881.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -508912.187500 Penalty: 2784.006348
	Iteration 13Q: 3 clusters Score -508912.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -508947.156250 Penalty: 2784.006348
	Iteration 14Q: 3 clusters Score -508947.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -508983.937500 Penalty: 2784.006348
	Iteration 15Q: 3 clusters Score -508983.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -509026.750000 Penalty: 2784.006348
	Iteration 16Q: 3 clusters Score -509026.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -509066.500000 Penalty: 2784.006348
	Iteration 17Q: 3 clusters Score -509066.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -509116.500000 Penalty: 2784.006348
	Iteration 18Q: 3 clusters Score -509116.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -509178.437500 Penalty: 2784.006348
	Iteration 19Q: 3 clusters Score -509178.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -509256.343750 Penalty: 2784.006348
	Iteration 20F: 3 clusters Score -509256.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -509335.687500 Penalty: 2784.006348
	Iteration 21Q: 3 clusters Score -509335.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -509435.437500 Penalty: 2784.006348
	Iteration 22Q: 3 clusters Score -509435.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -509519.562500 Penalty: 2784.006348
	Iteration 23Q: 3 clusters Score -509519.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -509603.593750 Penalty: 2784.006348
	Iteration 24Q: 3 clusters Score -509603.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -509684.218750 Penalty: 2784.006348
	Iteration 25Q: 3 clusters Score -509684.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -509747.156250 Penalty: 2784.006348
	Iteration 26Q: 3 clusters Score -509747.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -509790.906250 Penalty: 2784.006348
	Iteration 27Q: 3 clusters Score -509790.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -509830.500000 Penalty: 2784.006348
	Iteration 28Q: 3 clusters Score -509830.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -509875.375000 Penalty: 2784.006348
	Iteration 29Q: 3 clusters Score -509875.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -509909.593750 Penalty: 2784.006348
	Iteration 30Q: 3 clusters Score -509909.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -509937.250000 Penalty: 2784.006348
	Iteration 31Q: 3 clusters Score -509937.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -509957.812500 Penalty: 2784.006348
	Iteration 32Q: 3 clusters Score -509957.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -509979.843750 Penalty: 2784.006348
	Iteration 33Q: 3 clusters Score -509979.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -509992.750000 Penalty: 2784.006348
	Iteration 34Q: 3 clusters Score -509992.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -510001.281250 Penalty: 2784.006348
	Iteration 35Q: 3 clusters Score -510001.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -510008.218750 Penalty: 2784.006348
	Iteration 36Q: 3 clusters Score -510008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -510012.468750 Penalty: 2784.006348
	Iteration 37Q: 3 clusters Score -510012.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -510018.000000 Penalty: 2784.006348
	Iteration 38Q: 3 clusters Score -510018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -510021.125000 Penalty: 2784.006348
	Iteration 39Q: 3 clusters Score -510021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -510023.343750 Penalty: 2784.006348
	Iteration 40F: 3 clusters Score -510023.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -510024.250000 Penalty: 2784.006348
	Iteration 41Q: 3 clusters Score -510024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -510027.343750 Penalty: 2784.006348
	Iteration 42Q: 3 clusters Score -510027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -510029.812500 Penalty: 2784.006348
	Iteration 43Q: 3 clusters Score -510029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -510029.812500 Penalty: 2784.006348
	Iteration 44F: 3 clusters Score -510029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Entering Unmasked Estep 
Score: -1336660.125000 Penalty: 1549.958130
	Iteration 0F: 2 clusters Score -1336660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1326935.125000 Penalty: 3099.916260
	Iteration 0F: 3 clusters Score -1326935 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1330397.875000 Penalty: 3099.916260
	Iteration 1F: 3 clusters Score -1330398 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1330999.500000 Penalty: 3099.916260
	Iteration 2F: 3 clusters Score -1331000 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1331774.125000 Penalty: 3099.916260
	Iteration 3F: 3 clusters Score -1331774 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1332523.125000 Penalty: 3099.916260
	Iteration 4F: 3 clusters Score -1332523 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1333230.375000 Penalty: 3099.916260
	Iteration 5F: 3 clusters Score -1333230 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1333896.625000 Penalty: 3099.916260
	Iteration 6F: 3 clusters Score -1333897 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1334454.375000 Penalty: 3099.916260
	Iteration 7F: 3 clusters Score -1334454 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1334942.250000 Penalty: 3099.916260
	Iteration 8Q: 3 clusters Score -1334942 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1335321.125000 Penalty: 3099.916260
	Iteration 9Q: 3 clusters Score -1335321 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1335595.500000 Penalty: 3099.916260
	Iteration 10Q: 3 clusters Score -1335596 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1335753.500000 Penalty: 3099.916260
	Iteration 11Q: 3 clusters Score -1335754 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1335886.875000 Penalty: 3099.916260
	Iteration 12Q: 3 clusters Score -1335887 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1336011.875000 Penalty: 3099.916260
	Iteration 13Q: 3 clusters Score -1336012 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1336123.750000 Penalty: 3099.916260
	Iteration 14Q: 3 clusters Score -1336124 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1336248.250000 Penalty: 3099.916260
	Iteration 15Q: 3 clusters Score -1336248 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1336358.875000 Penalty: 3099.916260
	Iteration 16Q: 3 clusters Score -1336359 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1336427.125000 Penalty: 3099.916260
	Iteration 17Q: 3 clusters Score -1336427 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1336467.000000 Penalty: 3099.916260
	Iteration 18Q: 3 clusters Score -1336467 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1336499.000000 Penalty: 3099.916260
	Iteration 19Q: 3 clusters Score -1336499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1336521.375000 Penalty: 3099.916260
	Iteration 20F: 3 clusters Score -1336521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1336527.250000 Penalty: 3099.916260
	Iteration 21Q: 3 clusters Score -1336527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1336535.000000 Penalty: 3099.916260
	Iteration 22Q: 3 clusters Score -1336535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1336542.125000 Penalty: 3099.916260
	Iteration 23Q: 3 clusters Score -1336542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1336545.375000 Penalty: 3099.916260
	Iteration 24Q: 3 clusters Score -1336545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1336550.125000 Penalty: 3099.916260
	Iteration 25Q: 3 clusters Score -1336550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1336548.875000 Penalty: 3099.916260
	Iteration 26Q: 3 clusters Score -1336549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1336550.875000 Penalty: 3099.916260
	Iteration 27Q: 3 clusters Score -1336551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1336554.125000 Penalty: 3099.916260
	Iteration 28Q: 3 clusters Score -1336554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1336556.000000 Penalty: 3099.916260
	Iteration 29Q: 3 clusters Score -1336556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1336557.875000 Penalty: 3099.916260
	Iteration 30Q: 3 clusters Score -1336558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1336558.750000 Penalty: 3099.916260
	Iteration 31Q: 3 clusters Score -1336559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1336558.000000 Penalty: 3099.916260
	Iteration 32Q: 3 clusters Score -1336558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1336560.000000 Penalty: 3099.916260
	Iteration 33Q: 3 clusters Score -1336560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1336562.125000 Penalty: 3099.916260
	Iteration 34Q: 3 clusters Score -1336562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1336562.375000 Penalty: 3099.916260
	Iteration 35Q: 3 clusters Score -1336562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1336564.375000 Penalty: 3099.916260
	Iteration 36Q: 3 clusters Score -1336564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1336564.375000 Penalty: 3099.916260
	Iteration 37F: 3 clusters Score -1336564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (114422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114422 members 
Entering Unmasked Estep 
Score: -10874221.000000 Penalty: 1892.742920
	Iteration 0F: 2 clusters Score -1.087422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -10797557.000000 Penalty: 3785.485840
	Iteration 0F: 3 clusters Score -1.079756e+07 nChanged 55011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -10830216.000000 Penalty: 3785.485840
	Iteration 1F: 3 clusters Score -1.083022e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -10832073.000000 Penalty: 3785.485840
	Iteration 2Q: 3 clusters Score -1.083207e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 71462 members 
Entering Unmasked Estep 
Score: -10835578.000000 Penalty: 3785.485840
	Iteration 3F: 3 clusters Score -1.083558e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -10841264.000000 Penalty: 3785.485840
	Iteration 4F: 3 clusters Score -1.084126e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -10849131.000000 Penalty: 3785.485840
	Iteration 5F: 3 clusters Score -1.084913e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -10857177.000000 Penalty: 3785.485840
	Iteration 6F: 3 clusters Score -1.085718e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -10863275.000000 Penalty: 3785.485840
	Iteration 7F: 3 clusters Score -1.086328e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 106042 members 
Entering Unmasked Estep 
Score: -10867362.000000 Penalty: 3785.485840
	Iteration 8Q: 3 clusters Score -1.086736e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 108567 members 
Entering Unmasked Estep 
Score: -10869828.000000 Penalty: 3785.485840
	Iteration 9Q: 3 clusters Score -1.086983e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 109898 members 
Entering Unmasked Estep 
Score: -10871225.000000 Penalty: 3785.485840
	Iteration 10Q: 3 clusters Score -1.087122e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 110561 members 
Entering Unmasked Estep 
Score: -10872011.000000 Penalty: 3785.485840
	Iteration 11Q: 3 clusters Score -1.087201e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 110894 members 
Entering Unmasked Estep 
Score: -10872375.000000 Penalty: 3785.485840
	Iteration 12Q: 3 clusters Score -1.087238e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 111094 members 
Entering Unmasked Estep 
Score: -10872558.000000 Penalty: 3785.485840
	Iteration 13Q: 3 clusters Score -1.087256e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 111261 members 
Entering Unmasked Estep 
Score: -10872736.000000 Penalty: 3785.485840
	Iteration 14Q: 3 clusters Score -1.087274e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 111391 members 
Entering Unmasked Estep 
Score: -10872857.000000 Penalty: 3785.485840
	Iteration 15Q: 3 clusters Score -1.087286e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 111487 members 
Entering Unmasked Estep 
Score: -10872961.000000 Penalty: 3785.485840
	Iteration 16Q: 3 clusters Score -1.087296e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 111574 members 
Entering Unmasked Estep 
Score: -10873036.000000 Penalty: 3785.485840
	Iteration 17Q: 3 clusters Score -1.087304e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 111640 members 
Entering Unmasked Estep 
Score: -10873114.000000 Penalty: 3785.485840
	Iteration 18Q: 3 clusters Score -1.087311e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 111712 members 
Entering Unmasked Estep 
Score: -10873201.000000 Penalty: 3785.485840
	Iteration 19Q: 3 clusters Score -1.08732e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 111782 members 
Entering Unmasked Estep 
Score: -10873351.000000 Penalty: 3785.485840
	Iteration 20F: 3 clusters Score -1.087335e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 111819 members 
Entering Unmasked Estep 
Score: -10873513.000000 Penalty: 3785.485840
	Iteration 21Q: 3 clusters Score -1.087351e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 111819 members 
Entering Unmasked Estep 
Score: -10873665.000000 Penalty: 3785.485840
	Iteration 22Q: 3 clusters Score -1.087366e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 111782 members 
Entering Unmasked Estep 
Score: -10873829.000000 Penalty: 3785.485840
	Iteration 23Q: 3 clusters Score -1.087383e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 111738 members 
Entering Unmasked Estep 
Score: -10873965.000000 Penalty: 3785.485840
	Iteration 24Q: 3 clusters Score -1.087396e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 111637 members 
Entering Unmasked Estep 
Score: -10874061.000000 Penalty: 3785.485840
	Iteration 25Q: 3 clusters Score -1.087406e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 111518 members 
Entering Unmasked Estep 
Score: -10874151.000000 Penalty: 3785.485840
	Iteration 26Q: 3 clusters Score -1.087415e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 111411 members 
Entering Unmasked Estep 
Score: -10874230.000000 Penalty: 3785.485840
	Iteration 27Q: 3 clusters Score -1.087423e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 111301 members 
Entering Unmasked Estep 
Score: -10874288.000000 Penalty: 3785.485840
	Iteration 28Q: 3 clusters Score -1.087429e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 111189 members 
Entering Unmasked Estep 
Score: -10874315.000000 Penalty: 3785.485840
	Iteration 29Q: 3 clusters Score -1.087432e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 111060 members 
Entering Unmasked Estep 
Score: -10874389.000000 Penalty: 3785.485840
	Iteration 30Q: 3 clusters Score -1.087439e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -10874412.000000 Penalty: 3785.485840
	Iteration 31Q: 3 clusters Score -1.087441e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 110827 members 
Entering Unmasked Estep 
Score: -10874404.000000 Penalty: 3785.485840
	Iteration 32Q: 3 clusters Score -1.08744e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 110741 members 
Entering Unmasked Estep 
Score: -10874446.000000 Penalty: 3785.485840
	Iteration 33Q: 3 clusters Score -1.087445e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -10874448.000000 Penalty: 3785.485840
	Iteration 34Q: 3 clusters Score -1.087445e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 110584 members 
Entering Unmasked Estep 
Score: -10874449.000000 Penalty: 3785.485840
	Iteration 35Q: 3 clusters Score -1.087445e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 110528 members 
Entering Unmasked Estep 
Score: -10874457.000000 Penalty: 3785.485840
	Iteration 36Q: 3 clusters Score -1.087446e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 110465 members 
Entering Unmasked Estep 
Score: -10874478.000000 Penalty: 3785.485840
	Iteration 37Q: 3 clusters Score -1.087448e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 110416 members 
Entering Unmasked Estep 
Score: -10874474.000000 Penalty: 3785.485840
	Iteration 38Q: 3 clusters Score -1.087447e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 110366 members 
Entering Unmasked Estep 
Score: -10874494.000000 Penalty: 3785.485840
	Iteration 39Q: 3 clusters Score -1.087449e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 110322 members 
Entering Unmasked Estep 
Score: -10874579.000000 Penalty: 3785.485840
	Iteration 40F: 3 clusters Score -1.087458e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 110192 members 
Entering Unmasked Estep 
Score: -10874660.000000 Penalty: 3785.485840
	Iteration 41Q: 3 clusters Score -1.087466e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 110054 members 
Entering Unmasked Estep 
Score: -10874695.000000 Penalty: 3785.485840
	Iteration 42Q: 3 clusters Score -1.08747e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 109921 members 
Entering Unmasked Estep 
Score: -10874737.000000 Penalty: 3785.485840
	Iteration 43Q: 3 clusters Score -1.087474e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 109801 members 
Entering Unmasked Estep 
Score: -10874784.000000 Penalty: 3785.485840
	Iteration 44Q: 3 clusters Score -1.087478e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 109686 members 
Entering Unmasked Estep 
Score: -10874813.000000 Penalty: 3785.485840
	Iteration 45Q: 3 clusters Score -1.087481e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 109568 members 
Entering Unmasked Estep 
Score: -10874822.000000 Penalty: 3785.485840
	Iteration 46Q: 3 clusters Score -1.087482e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 109451 members 
Entering Unmasked Estep 
Score: -10874846.000000 Penalty: 3785.485840
	Iteration 47Q: 3 clusters Score -1.087485e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -10874875.000000 Penalty: 3785.485840
	Iteration 48Q: 3 clusters Score -1.087488e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -10874886.000000 Penalty: 3785.485840
	Iteration 49Q: 3 clusters Score -1.087489e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 109172 members 
Entering Unmasked Estep 
Score: -10874884.000000 Penalty: 3785.485840
	Iteration 50Q: 3 clusters Score -1.087488e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 109099 members 
Entering Unmasked Estep 
Score: -10874877.000000 Penalty: 3785.485840
	Iteration 51Q: 3 clusters Score -1.087488e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 109033 members 
Entering Unmasked Estep 
Score: -10874875.000000 Penalty: 3785.485840
	Iteration 52Q: 3 clusters Score -1.087488e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 108977 members 
Entering Unmasked Estep 
Score: -10874881.000000 Penalty: 3785.485840
	Iteration 53Q: 3 clusters Score -1.087488e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 108915 members 
Entering Unmasked Estep 
Score: -10874881.000000 Penalty: 3785.485840
	Iteration 54Q: 3 clusters Score -1.087488e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 108850 members 
Entering Unmasked Estep 
Score: -10874896.000000 Penalty: 3785.485840
	Iteration 55Q: 3 clusters Score -1.08749e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 108800 members 
Entering Unmasked Estep 
Score: -10874908.000000 Penalty: 3785.485840
	Iteration 56Q: 3 clusters Score -1.087491e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 108745 members 
Entering Unmasked Estep 
Score: -10874918.000000 Penalty: 3785.485840
	Iteration 57Q: 3 clusters Score -1.087492e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -10874924.000000 Penalty: 3785.485840
	Iteration 58Q: 3 clusters Score -1.087492e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -10874938.000000 Penalty: 3785.485840
	Iteration 59Q: 3 clusters Score -1.087494e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 108592 members 
Entering Unmasked Estep 
Score: -10874957.000000 Penalty: 3785.485840
	Iteration 60F: 3 clusters Score -1.087496e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -10874955.000000 Penalty: 3785.485840
	Iteration 61Q: 3 clusters Score -1.087496e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 108515 members 
Entering Unmasked Estep 
Score: -10874942.000000 Penalty: 3785.485840
	Iteration 62Q: 3 clusters Score -1.087494e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 108476 members 
Entering Unmasked Estep 
Score: -10874947.000000 Penalty: 3785.485840
	Iteration 63Q: 3 clusters Score -1.087495e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
Score: -10874975.000000 Penalty: 3785.485840
	Iteration 64Q: 3 clusters Score -1.087498e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 108389 members 
Entering Unmasked Estep 
Score: -10874969.000000 Penalty: 3785.485840
	Iteration 65Q: 3 clusters Score -1.087497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 108359 members 
Entering Unmasked Estep 
Score: -10874976.000000 Penalty: 3785.485840
	Iteration 66Q: 3 clusters Score -1.087498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 108335 members 
Entering Unmasked Estep 
Score: -10874978.000000 Penalty: 3785.485840
	Iteration 67Q: 3 clusters Score -1.087498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 108309 members 
Entering Unmasked Estep 
Score: -10874960.000000 Penalty: 3785.485840
	Iteration 68Q: 3 clusters Score -1.087496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 108298 members 
Entering Unmasked Estep 
Score: -10874976.000000 Penalty: 3785.485840
	Iteration 69Q: 3 clusters Score -1.087498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 108283 members 
Entering Unmasked Estep 
Score: -10874967.000000 Penalty: 3785.485840
	Iteration 70Q: 3 clusters Score -1.087497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 108273 members 
Entering Unmasked Estep 
Score: -10874972.000000 Penalty: 3785.485840
	Iteration 71Q: 3 clusters Score -1.087497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 108259 members 
Entering Unmasked Estep 
Score: -10874972.000000 Penalty: 3785.485840
	Iteration 72Q: 3 clusters Score -1.087497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 108245 members 
Entering Unmasked Estep 
Score: -10874974.000000 Penalty: 3785.485840
	Iteration 73Q: 3 clusters Score -1.087497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 108233 members 
Entering Unmasked Estep 
Score: -10874968.000000 Penalty: 3785.485840
	Iteration 74Q: 3 clusters Score -1.087497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 108222 members 
Entering Unmasked Estep 
Score: -10874966.000000 Penalty: 3785.485840
	Iteration 75Q: 3 clusters Score -1.087497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -10874972.000000 Penalty: 3785.485840
	Iteration 76Q: 3 clusters Score -1.087497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 108185 members 
Entering Unmasked Estep 
Score: -10874965.000000 Penalty: 3785.485840
	Iteration 77Q: 3 clusters Score -1.087496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 108173 members 
Entering Unmasked Estep 
Score: -10874964.000000 Penalty: 3785.485840
	Iteration 78Q: 3 clusters Score -1.087496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 108164 members 
Entering Unmasked Estep 
Score: -10874972.000000 Penalty: 3785.485840
	Iteration 79Q: 3 clusters Score -1.087497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 108154 members 
Entering Unmasked Estep 
Score: -10874972.000000 Penalty: 3785.485840
	Iteration 80F: 3 clusters Score -1.087497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 108147 members 
Entering Unmasked Estep 
Score: -10874974.000000 Penalty: 3785.485840
	Iteration 81Q: 3 clusters Score -1.087497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 108140 members 
Entering Unmasked Estep 
Score: -10874955.000000 Penalty: 3785.485840
	Iteration 82Q: 3 clusters Score -1.087496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 108137 members 
Entering Unmasked Estep 
Score: -10874954.000000 Penalty: 3785.485840
	Iteration 83Q: 3 clusters Score -1.087495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 108134 members 
Entering Unmasked Estep 
Score: -10874962.000000 Penalty: 3785.485840
	Iteration 84Q: 3 clusters Score -1.087496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 108132 members 
Entering Unmasked Estep 
Score: -10874963.000000 Penalty: 3785.485840
	Iteration 85Q: 3 clusters Score -1.087496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 108132 members 
Entering Unmasked Estep 
Score: -10874963.000000 Penalty: 3785.485840
	Iteration 86F: 3 clusters Score -1.087496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 11155 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 3876 members 
Mstep: Class 6 contains 5441 members 
Mstep: Class 7 contains 52312 members 
Mstep: Class 8 contains 24407 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 1479 members 
Mstep: Class 13 contains 115884 members 
Mstep: Class 14 contains 10641 members 
Mstep: Class 15 contains 9949 members 
Mstep: Class 16 contains 762 members 
Mstep: Class 17 contains 5251 members 
Mstep: Class 18 contains 13880 members 
Mstep: Class 19 contains 6290 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 24093 members 
Mstep: Class 22 contains 43312 members 
Mstep: Class 23 contains 14326 members 
Mstep: Class 24 contains 2983 members 
Mstep: Class 25 contains 108132 members 
Entering Unmasked Estep 
Score: -44810840.000000 Penalty: 53151.980469
Splitting cluster 19 changes total score from -44801956.000000 to -44810840.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (8677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Entering Unmasked Estep 
Score: -826043.125000 Penalty: 1473.619995
	Iteration 0F: 2 clusters Score -826043.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -819749.375000 Penalty: 2947.239990
	Iteration 0F: 3 clusters Score -819749.4 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -821810.437500 Penalty: 2947.239990
	Iteration 1F: 3 clusters Score -821810.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -822110.000000 Penalty: 2947.239990
	Iteration 2F: 3 clusters Score -822110 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -822347.812500 Penalty: 2947.239990
	Iteration 3F: 3 clusters Score -822347.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -822587.500000 Penalty: 2947.239990
	Iteration 4F: 3 clusters Score -822587.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -822826.312500 Penalty: 2947.239990
	Iteration 5Q: 3 clusters Score -822826.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -823086.312500 Penalty: 2947.239990
	Iteration 6Q: 3 clusters Score -823086.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -823349.187500 Penalty: 2947.239990
	Iteration 7Q: 3 clusters Score -823349.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -823592.937500 Penalty: 2947.239990
	Iteration 8Q: 3 clusters Score -823592.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -823821.937500 Penalty: 2947.239990
	Iteration 9Q: 3 clusters Score -823821.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -824032.250000 Penalty: 2947.239990
	Iteration 10Q: 3 clusters Score -824032.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -824224.937500 Penalty: 2947.239990
	Iteration 11Q: 3 clusters Score -824224.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -824370.812500 Penalty: 2947.239990
	Iteration 12Q: 3 clusters Score -824370.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -824487.000000 Penalty: 2947.239990
	Iteration 13Q: 3 clusters Score -824487 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -824581.625000 Penalty: 2947.239990
	Iteration 14Q: 3 clusters Score -824581.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -824648.625000 Penalty: 2947.239990
	Iteration 15Q: 3 clusters Score -824648.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -824709.500000 Penalty: 2947.239990
	Iteration 16Q: 3 clusters Score -824709.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -824753.250000 Penalty: 2947.239990
	Iteration 17Q: 3 clusters Score -824753.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -824796.875000 Penalty: 2947.239990
	Iteration 18Q: 3 clusters Score -824796.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -824825.312500 Penalty: 2947.239990
	Iteration 19Q: 3 clusters Score -824825.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -824842.312500 Penalty: 2947.239990
	Iteration 20F: 3 clusters Score -824842.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -824850.562500 Penalty: 2947.239990
	Iteration 21Q: 3 clusters Score -824850.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -824864.375000 Penalty: 2947.239990
	Iteration 22Q: 3 clusters Score -824864.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -824879.562500 Penalty: 2947.239990
	Iteration 23Q: 3 clusters Score -824879.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -824893.250000 Penalty: 2947.239990
	Iteration 24Q: 3 clusters Score -824893.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -824905.500000 Penalty: 2947.239990
	Iteration 25Q: 3 clusters Score -824905.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -824914.187500 Penalty: 2947.239990
	Iteration 26Q: 3 clusters Score -824914.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -824922.125000 Penalty: 2947.239990
	Iteration 27Q: 3 clusters Score -824922.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -824929.125000 Penalty: 2947.239990
	Iteration 28Q: 3 clusters Score -824929.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -824936.375000 Penalty: 2947.239990
	Iteration 29Q: 3 clusters Score -824936.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -824942.187500 Penalty: 2947.239990
	Iteration 30Q: 3 clusters Score -824942.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -824949.437500 Penalty: 2947.239990
	Iteration 31Q: 3 clusters Score -824949.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -824950.625000 Penalty: 2947.239990
	Iteration 32Q: 3 clusters Score -824950.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -824953.812500 Penalty: 2947.239990
	Iteration 33Q: 3 clusters Score -824953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -824955.187500 Penalty: 2947.239990
	Iteration 34Q: 3 clusters Score -824955.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -824955.875000 Penalty: 2947.239990
	Iteration 35Q: 3 clusters Score -824955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -824956.312500 Penalty: 2947.239990
	Iteration 36Q: 3 clusters Score -824956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -824957.625000 Penalty: 2947.239990
	Iteration 37Q: 3 clusters Score -824957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -824958.875000 Penalty: 2947.239990
	Iteration 38Q: 3 clusters Score -824958.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -824959.562500 Penalty: 2947.239990
	Iteration 39Q: 3 clusters Score -824959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -824958.812500 Penalty: 2947.239990
	Iteration 40F: 3 clusters Score -824958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -824960.687500 Penalty: 2947.239990
	Iteration 41Q: 3 clusters Score -824960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -824960.750000 Penalty: 2947.239990
	Iteration 42Q: 3 clusters Score -824960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -824960.750000 Penalty: 2947.239990
	Iteration 43F: 3 clusters Score -824960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 3876 members 
Mstep: Class 6 contains 5441 members 
Mstep: Class 7 contains 52312 members 
Mstep: Class 8 contains 24407 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 1479 members 
Mstep: Class 13 contains 115884 members 
Mstep: Class 14 contains 10641 members 
Mstep: Class 15 contains 9949 members 
Mstep: Class 16 contains 762 members 
Mstep: Class 17 contains 5251 members 
Mstep: Class 18 contains 13880 members 
Mstep: Class 19 contains 6290 members 
Mstep: Class 20 contains 8677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44816108.000000 Penalty: 53151.980469
Iteration 39Q: 26 clusters Score -4.481611e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1667 members 
Mstep: Class 3 contains 11563 members 
Mstep: Class 4 contains 4586 members 
Mstep: Class 5 contains 4067 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 52800 members 
Mstep: Class 8 contains 24241 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 4351 members 
Mstep: Class 11 contains 4703 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 116524 members 
Mstep: Class 14 contains 10512 members 
Mstep: Class 15 contains 10345 members 
Mstep: Class 16 contains 706 members 
Mstep: Class 17 contains 5469 members 
Mstep: Class 18 contains 13274 members 
Mstep: Class 19 contains 6628 members 
Mstep: Class 20 contains 8883 members 
Mstep: Class 21 contains 23584 members 
Mstep: Class 22 contains 42997 members 
Mstep: Class 23 contains 14120 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 106115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44820332.000000 Penalty: 53151.980469
Iteration 40F: 26 clusters Score -4.482033e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 4212 members 
Mstep: Class 6 contains 5456 members 
Mstep: Class 7 contains 52083 members 
Mstep: Class 8 contains 23868 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 1617 members 
Mstep: Class 13 contains 117105 members 
Mstep: Class 14 contains 10370 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 5611 members 
Mstep: Class 18 contains 12671 members 
Mstep: Class 19 contains 6882 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 23418 members 
Mstep: Class 22 contains 42845 members 
Mstep: Class 23 contains 14178 members 
Mstep: Class 24 contains 3458 members 
Mstep: Class 25 contains 105451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44822516.000000 Penalty: 53151.980469
Iteration 41Q: 26 clusters Score -4.482252e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2001 members 
Mstep: Class 3 contains 12698 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 4372 members 
Mstep: Class 6 contains 5374 members 
Mstep: Class 7 contains 51433 members 
Mstep: Class 8 contains 23520 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 5150 members 
Mstep: Class 11 contains 4550 members 
Mstep: Class 12 contains 1652 members 
Mstep: Class 13 contains 117644 members 
Mstep: Class 14 contains 10274 members 
Mstep: Class 15 contains 10572 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 5751 members 
Mstep: Class 18 contains 12121 members 
Mstep: Class 19 contains 7185 members 
Mstep: Class 20 contains 9304 members 
Mstep: Class 21 contains 23403 members 
Mstep: Class 22 contains 42696 members 
Mstep: Class 23 contains 14203 members 
Mstep: Class 24 contains 3599 members 
Mstep: Class 25 contains 104652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44824308.000000 Penalty: 53151.980469
Iteration 42Q: 26 clusters Score -4.482431e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2146 members 
Mstep: Class 3 contains 13161 members 
Mstep: Class 4 contains 4361 members 
Mstep: Class 5 contains 4484 members 
Mstep: Class 6 contains 5200 members 
Mstep: Class 7 contains 50854 members 
Mstep: Class 8 contains 23219 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 5648 members 
Mstep: Class 11 contains 4536 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 118137 members 
Mstep: Class 14 contains 10196 members 
Mstep: Class 15 contains 10714 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5866 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 20 contains 9503 members 
Mstep: Class 21 contains 23467 members 
Mstep: Class 22 contains 42534 members 
Mstep: Class 23 contains 14219 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 103841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44825692.000000 Penalty: 53151.980469
Iteration 43Q: 26 clusters Score -4.482569e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 13606 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 4589 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 50329 members 
Mstep: Class 8 contains 22950 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 4529 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 118592 members 
Mstep: Class 14 contains 10131 members 
Mstep: Class 15 contains 10847 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 5946 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 9698 members 
Mstep: Class 21 contains 23540 members 
Mstep: Class 22 contains 42412 members 
Mstep: Class 23 contains 14225 members 
Mstep: Class 24 contains 3864 members 
Mstep: Class 25 contains 102996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44826836.000000 Penalty: 53151.980469
Iteration 44Q: 26 clusters Score -4.482684e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 49857 members 
Mstep: Class 8 contains 22691 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 6698 members 
Mstep: Class 11 contains 4501 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 118960 members 
Mstep: Class 14 contains 10077 members 
Mstep: Class 15 contains 10976 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 5973 members 
Mstep: Class 18 contains 10731 members 
Mstep: Class 19 contains 7967 members 
Mstep: Class 20 contains 9900 members 
Mstep: Class 21 contains 23621 members 
Mstep: Class 22 contains 42288 members 
Mstep: Class 23 contains 14259 members 
Mstep: Class 24 contains 3993 members 
Mstep: Class 25 contains 102233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44827644.000000 Penalty: 53151.980469
Iteration 45Q: 26 clusters Score -4.482764e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 14372 members 
Mstep: Class 4 contains 4270 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 49428 members 
Mstep: Class 8 contains 22468 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 7252 members 
Mstep: Class 11 contains 4462 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 119282 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 11032 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 18 contains 10379 members 
Mstep: Class 19 contains 8211 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 23704 members 
Mstep: Class 22 contains 42150 members 
Mstep: Class 23 contains 14301 members 
Mstep: Class 24 contains 4099 members 
Mstep: Class 25 contains 101546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44828668.000000 Penalty: 53151.980469
Iteration 46Q: 26 clusters Score -4.482867e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14686 members 
Mstep: Class 4 contains 4238 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 4287 members 
Mstep: Class 7 contains 49084 members 
Mstep: Class 8 contains 22265 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 7804 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 119590 members 
Mstep: Class 14 contains 9988 members 
Mstep: Class 15 contains 11080 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 5965 members 
Mstep: Class 18 contains 10062 members 
Mstep: Class 19 contains 8450 members 
Mstep: Class 20 contains 10267 members 
Mstep: Class 21 contains 23789 members 
Mstep: Class 22 contains 42015 members 
Mstep: Class 23 contains 14331 members 
Mstep: Class 24 contains 4188 members 
Mstep: Class 25 contains 100853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829264.000000 Penalty: 53151.980469
Iteration 47Q: 26 clusters Score -4.482926e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 14965 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 48788 members 
Mstep: Class 8 contains 22080 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 119867 members 
Mstep: Class 14 contains 9954 members 
Mstep: Class 15 contains 11121 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 9787 members 
Mstep: Class 19 contains 8699 members 
Mstep: Class 20 contains 10458 members 
Mstep: Class 21 contains 23853 members 
Mstep: Class 22 contains 41934 members 
Mstep: Class 23 contains 14362 members 
Mstep: Class 24 contains 4269 members 
Mstep: Class 25 contains 100181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44829888.000000 Penalty: 53151.980469
Iteration 48Q: 26 clusters Score -4.482989e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2803 members 
Mstep: Class 3 contains 15212 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 4905 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 48549 members 
Mstep: Class 8 contains 21913 members 
Mstep: Class 9 contains 2407 members 
Mstep: Class 10 contains 8727 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 120126 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 11169 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 5899 members 
Mstep: Class 18 contains 9528 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 10650 members 
Mstep: Class 21 contains 23889 members 
Mstep: Class 22 contains 41846 members 
Mstep: Class 23 contains 14409 members 
Mstep: Class 24 contains 4346 members 
Mstep: Class 25 contains 99567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830548.000000 Penalty: 53151.980469
Iteration 49Q: 26 clusters Score -4.483055e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2875 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 48368 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 9070 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 120360 members 
Mstep: Class 14 contains 9900 members 
Mstep: Class 15 contains 11203 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 5867 members 
Mstep: Class 18 contains 9309 members 
Mstep: Class 19 contains 9135 members 
Mstep: Class 20 contains 10844 members 
Mstep: Class 21 contains 23937 members 
Mstep: Class 22 contains 41745 members 
Mstep: Class 23 contains 14428 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 99000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44830880.000000 Penalty: 53151.980469
Iteration 50Q: 26 clusters Score -4.483088e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 15612 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 5 contains 5005 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 7 contains 48231 members 
Mstep: Class 8 contains 21603 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 1692 members 
Mstep: Class 13 contains 120594 members 
Mstep: Class 14 contains 9871 members 
Mstep: Class 15 contains 11224 members 
Mstep: Class 16 contains 599 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 9108 members 
Mstep: Class 19 contains 9363 members 
Mstep: Class 20 contains 11031 members 
Mstep: Class 21 contains 23969 members 
Mstep: Class 22 contains 41684 members 
Mstep: Class 23 contains 14437 members 
Mstep: Class 24 contains 4457 members 
Mstep: Class 25 contains 98440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44831408.000000 Penalty: 53151.980469
Iteration 51Q: 26 clusters Score -4.483141e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 15809 members 
Mstep: Class 4 contains 4063 members 
Mstep: Class 5 contains 5046 members 
Mstep: Class 6 contains 3722 members 
Mstep: Class 7 contains 48070 members 
Mstep: Class 8 contains 21451 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 9577 members 
Mstep: Class 11 contains 4216 members 
Mstep: Class 12 contains 1686 members 
Mstep: Class 13 contains 120813 members 
Mstep: Class 14 contains 9843 members 
Mstep: Class 15 contains 11269 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 5807 members 
Mstep: Class 18 contains 8908 members 
Mstep: Class 19 contains 9604 members 
Mstep: Class 20 contains 11205 members 
Mstep: Class 21 contains 23986 members 
Mstep: Class 22 contains 41626 members 
Mstep: Class 23 contains 14460 members 
Mstep: Class 24 contains 4517 members 
Mstep: Class 25 contains 97890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44831664.000000 Penalty: 53151.980469
Iteration 52Q: 26 clusters Score -4.483166e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 15988 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 3676 members 
Mstep: Class 7 contains 47943 members 
Mstep: Class 8 contains 21332 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 9773 members 
Mstep: Class 11 contains 4175 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 120961 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 11294 members 
Mstep: Class 16 contains 590 members 
Mstep: Class 17 contains 5782 members 
Mstep: Class 18 contains 8786 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 11382 members 
Mstep: Class 21 contains 24018 members 
Mstep: Class 22 contains 41577 members 
Mstep: Class 23 contains 14481 members 
Mstep: Class 24 contains 4579 members 
Mstep: Class 25 contains 97322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44831864.000000 Penalty: 53151.980469
Iteration 53Q: 26 clusters Score -4.483186e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3099 members 
Mstep: Class 3 contains 16163 members 
Mstep: Class 4 contains 4032 members 
Mstep: Class 5 contains 5105 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 47842 members 
Mstep: Class 8 contains 21225 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 9936 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 1670 members 
Mstep: Class 13 contains 121088 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 11322 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 5763 members 
Mstep: Class 18 contains 8676 members 
Mstep: Class 19 contains 10116 members 
Mstep: Class 20 contains 11560 members 
Mstep: Class 21 contains 24038 members 
Mstep: Class 22 contains 41529 members 
Mstep: Class 23 contains 14499 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 96716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44832064.000000 Penalty: 53151.980469
Iteration 54Q: 26 clusters Score -4.483206e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 16301 members 
Mstep: Class 4 contains 4034 members 
Mstep: Class 5 contains 5136 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 47755 members 
Mstep: Class 8 contains 21116 members 
Mstep: Class 9 contains 2407 members 
Mstep: Class 10 contains 10077 members 
Mstep: Class 11 contains 4093 members 
Mstep: Class 12 contains 1664 members 
Mstep: Class 13 contains 121219 members 
Mstep: Class 14 contains 9785 members 
Mstep: Class 15 contains 11340 members 
Mstep: Class 16 contains 582 members 
Mstep: Class 17 contains 5742 members 
Mstep: Class 18 contains 8573 members 
Mstep: Class 19 contains 10398 members 
Mstep: Class 20 contains 11730 members 
Mstep: Class 21 contains 24057 members 
Mstep: Class 22 contains 41511 members 
Mstep: Class 23 contains 14523 members 
Mstep: Class 24 contains 4689 members 
Mstep: Class 25 contains 96119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44832232.000000 Penalty: 53151.980469
Iteration 55Q: 26 clusters Score -4.483223e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 16437 members 
Mstep: Class 4 contains 4031 members 
Mstep: Class 5 contains 5159 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 7 contains 47688 members 
Mstep: Class 8 contains 21014 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 10198 members 
Mstep: Class 11 contains 4052 members 
Mstep: Class 12 contains 1660 members 
Mstep: Class 13 contains 121324 members 
Mstep: Class 14 contains 9751 members 
Mstep: Class 15 contains 11367 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 5719 members 
Mstep: Class 18 contains 8486 members 
Mstep: Class 19 contains 10694 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 24084 members 
Mstep: Class 22 contains 41479 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 4759 members 
Mstep: Class 25 contains 95524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44832308.000000 Penalty: 53151.980469
Iteration 56Q: 26 clusters Score -4.483231e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3153 members 
Mstep: Class 3 contains 16578 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 5176 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 47632 members 
Mstep: Class 8 contains 20911 members 
Mstep: Class 9 contains 2407 members 
Mstep: Class 10 contains 10287 members 
Mstep: Class 11 contains 4028 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 121411 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 11377 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 5713 members 
Mstep: Class 18 contains 8418 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 12091 members 
Mstep: Class 21 contains 24098 members 
Mstep: Class 22 contains 41468 members 
Mstep: Class 23 contains 14538 members 
Mstep: Class 24 contains 4818 members 
Mstep: Class 25 contains 94918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44832480.000000 Penalty: 53151.980469
Iteration 57Q: 26 clusters Score -4.483248e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3165 members 
Mstep: Class 3 contains 16699 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 5193 members 
Mstep: Class 6 contains 3570 members 
Mstep: Class 7 contains 47564 members 
Mstep: Class 8 contains 20809 members 
Mstep: Class 9 contains 2407 members 
Mstep: Class 10 contains 10353 members 
Mstep: Class 11 contains 3990 members 
Mstep: Class 12 contains 1653 members 
Mstep: Class 13 contains 121493 members 
Mstep: Class 14 contains 9711 members 
Mstep: Class 15 contains 11392 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5710 members 
Mstep: Class 18 contains 8361 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 24112 members 
Mstep: Class 22 contains 41456 members 
Mstep: Class 23 contains 14547 members 
Mstep: Class 24 contains 4878 members 
Mstep: Class 25 contains 94367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44832756.000000 Penalty: 53151.980469
Iteration 58Q: 26 clusters Score -4.483276e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3178 members 
Mstep: Class 3 contains 16806 members 
Mstep: Class 4 contains 4031 members 
Mstep: Class 5 contains 5213 members 
Mstep: Class 6 contains 3562 members 
Mstep: Class 7 contains 47497 members 
Mstep: Class 8 contains 20717 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 10410 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 1658 members 
Mstep: Class 13 contains 121564 members 
Mstep: Class 14 contains 9688 members 
Mstep: Class 15 contains 11402 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5718 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 11567 members 
Mstep: Class 20 contains 12423 members 
Mstep: Class 21 contains 24135 members 
Mstep: Class 22 contains 41461 members 
Mstep: Class 23 contains 14542 members 
Mstep: Class 24 contains 4926 members 
Mstep: Class 25 contains 93821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44833052.000000 Penalty: 53151.980469
Iteration 59Q: 26 clusters Score -4.483305e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 16916 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 5 contains 5229 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 47447 members 
Mstep: Class 8 contains 20620 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 10464 members 
Mstep: Class 11 contains 3949 members 
Mstep: Class 12 contains 1659 members 
Mstep: Class 13 contains 121622 members 
Mstep: Class 14 contains 9668 members 
Mstep: Class 15 contains 11415 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5712 members 
Mstep: Class 18 contains 8288 members 
Mstep: Class 19 contains 11836 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 24164 members 
Mstep: Class 22 contains 41470 members 
Mstep: Class 23 contains 14519 members 
Mstep: Class 24 contains 4970 members 
Mstep: Class 25 contains 93282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44833256.000000 Penalty: 53151.980469
Iteration 60F: 26 clusters Score -4.483326e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 17030 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 47354 members 
Mstep: Class 8 contains 20538 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 10704 members 
Mstep: Class 11 contains 3923 members 
Mstep: Class 12 contains 1663 members 
Mstep: Class 13 contains 121655 members 
Mstep: Class 14 contains 9651 members 
Mstep: Class 15 contains 11425 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 5698 members 
Mstep: Class 18 contains 8297 members 
Mstep: Class 19 contains 12103 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 24169 members 
Mstep: Class 22 contains 41476 members 
Mstep: Class 23 contains 14492 members 
Mstep: Class 24 contains 5012 members 
Mstep: Class 25 contains 92718 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 26 clusters Score -4.48334e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 17131 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 5269 members 
Mstep: Class 6 contains 3401 members 
Mstep: Class 7 contains 47244 members 
Mstep: Class 8 contains 20449 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 10899 members 
Mstep: Class 11 contains 3911 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 13 contains 121701 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 15 contains 11440 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 5680 members 
Mstep: Class 18 contains 8295 members 
Mstep: Class 19 contains 12383 members 
Mstep: Class 20 contains 12903 members 
Mstep: Class 21 contains 24175 members 
Mstep: Class 22 contains 41477 members 
Mstep: Class 23 contains 14458 members 
Mstep: Class 24 contains 5054 members 
Mstep: Class 25 contains 92159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44833632.000000 Penalty: 53151.980469
Iteration 62Q: 26 clusters Score -4.483363e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 17226 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 5276 members 
Mstep: Class 6 contains 3371 members 
Mstep: Class 7 contains 47165 members 
Mstep: Class 8 contains 20388 members 
Mstep: Class 9 contains 2408 members 
Mstep: Class 10 contains 11035 members 
Mstep: Class 11 contains 3889 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 13 contains 121727 members 
Mstep: Class 14 contains 9619 members 
Mstep: Class 15 contains 11453 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 5664 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 13080 members 
Mstep: Class 21 contains 24186 members 
Mstep: Class 22 contains 41481 members 
Mstep: Class 23 contains 14433 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 91576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44833912.000000 Penalty: 53151.980469
Iteration 63Q: 26 clusters Score -4.483391e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3233 members 
Mstep: Class 3 contains 17345 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 5286 members 
Mstep: Class 6 contains 3345 members 
Mstep: Class 7 contains 47075 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 11162 members 
Mstep: Class 11 contains 3872 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 13 contains 121742 members 
Mstep: Class 14 contains 9600 members 
Mstep: Class 15 contains 11456 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 8330 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 13253 members 
Mstep: Class 21 contains 24199 members 
Mstep: Class 22 contains 41501 members 
Mstep: Class 23 contains 14418 members 
Mstep: Class 24 contains 5113 members 
Mstep: Class 25 contains 90985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44834164.000000 Penalty: 53151.980469
Iteration 64Q: 26 clusters Score -4.483416e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 17466 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 5290 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 46972 members 
Mstep: Class 8 contains 20250 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 11290 members 
Mstep: Class 11 contains 3855 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 13 contains 121760 members 
Mstep: Class 14 contains 9581 members 
Mstep: Class 15 contains 11460 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 5638 members 
Mstep: Class 18 contains 8348 members 
Mstep: Class 19 contains 13204 members 
Mstep: Class 20 contains 13465 members 
Mstep: Class 21 contains 24210 members 
Mstep: Class 22 contains 41518 members 
Mstep: Class 23 contains 14398 members 
Mstep: Class 24 contains 5133 members 
Mstep: Class 25 contains 90466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44834340.000000 Penalty: 53151.980469
Iteration 65Q: 26 clusters Score -4.483434e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 17584 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 5298 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 46871 members 
Mstep: Class 8 contains 20187 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 11413 members 
Mstep: Class 11 contains 3842 members 
Mstep: Class 12 contains 1664 members 
Mstep: Class 13 contains 121793 members 
Mstep: Class 14 contains 9568 members 
Mstep: Class 15 contains 11459 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 8350 members 
Mstep: Class 19 contains 13459 members 
Mstep: Class 20 contains 13667 members 
Mstep: Class 21 contains 24217 members 
Mstep: Class 22 contains 41531 members 
Mstep: Class 23 contains 14376 members 
Mstep: Class 24 contains 5153 members 
Mstep: Class 25 contains 89925 members 
Entering Unmasked Estep 
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Iteration 66Q: 26 clusters Score -4.483455e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3242 members 
Mstep: Class 3 contains 17693 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 46764 members 
Mstep: Class 8 contains 20133 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 11554 members 
Mstep: Class 11 contains 3848 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 121796 members 
Mstep: Class 14 contains 9553 members 
Mstep: Class 15 contains 11461 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 5614 members 
Mstep: Class 18 contains 8355 members 
Mstep: Class 19 contains 13713 members 
Mstep: Class 20 contains 13854 members 
Mstep: Class 21 contains 24230 members 
Mstep: Class 22 contains 41553 members 
Mstep: Class 23 contains 14364 members 
Mstep: Class 24 contains 5171 members 
Mstep: Class 25 contains 89365 members 
Entering Unmasked Estep 
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Iteration 67Q: 26 clusters Score -4.483459e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3250 members 
Mstep: Class 3 contains 17815 members 
Mstep: Class 4 contains 4062 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 46630 members 
Mstep: Class 8 contains 20058 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 11670 members 
Mstep: Class 11 contains 3850 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 13 contains 121814 members 
Mstep: Class 14 contains 9541 members 
Mstep: Class 15 contains 11473 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 5612 members 
Mstep: Class 18 contains 8352 members 
Mstep: Class 19 contains 13980 members 
Mstep: Class 20 contains 14059 members 
Mstep: Class 21 contains 24241 members 
Mstep: Class 22 contains 41574 members 
Mstep: Class 23 contains 14354 members 
Mstep: Class 24 contains 5185 members 
Mstep: Class 25 contains 88804 members 
Entering Unmasked Estep 
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Iteration 68Q: 26 clusters Score -4.483471e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 17894 members 
Mstep: Class 4 contains 4061 members 
Mstep: Class 5 contains 5338 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 46523 members 
Mstep: Class 8 contains 20002 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 11774 members 
Mstep: Class 11 contains 3842 members 
Mstep: Class 12 contains 1664 members 
Mstep: Class 13 contains 121832 members 
Mstep: Class 14 contains 9526 members 
Mstep: Class 15 contains 11493 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 5613 members 
Mstep: Class 18 contains 8348 members 
Mstep: Class 19 contains 14239 members 
Mstep: Class 20 contains 14268 members 
Mstep: Class 21 contains 24260 members 
Mstep: Class 22 contains 41586 members 
Mstep: Class 23 contains 14348 members 
Mstep: Class 24 contains 5192 members 
Mstep: Class 25 contains 88282 members 
Entering Unmasked Estep 
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Iteration 69Q: 26 clusters Score -4.483483e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3256 members 
Mstep: Class 3 contains 17978 members 
Mstep: Class 4 contains 4067 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 3234 members 
Mstep: Class 7 contains 46406 members 
Mstep: Class 8 contains 19942 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 11889 members 
Mstep: Class 11 contains 3837 members 
Mstep: Class 12 contains 1660 members 
Mstep: Class 13 contains 121845 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 11514 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 5610 members 
Mstep: Class 18 contains 8350 members 
Mstep: Class 19 contains 14531 members 
Mstep: Class 20 contains 14439 members 
Mstep: Class 21 contains 24270 members 
Mstep: Class 22 contains 41593 members 
Mstep: Class 23 contains 14342 members 
Mstep: Class 24 contains 5200 members 
Mstep: Class 25 contains 87755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835184.000000 Penalty: 53151.980469
Iteration 70Q: 26 clusters Score -4.483518e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 3 contains 18056 members 
Mstep: Class 4 contains 4067 members 
Mstep: Class 5 contains 5359 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 46268 members 
Mstep: Class 8 contains 19884 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 11992 members 
Mstep: Class 11 contains 3833 members 
Mstep: Class 12 contains 1660 members 
Mstep: Class 13 contains 121864 members 
Mstep: Class 14 contains 9512 members 
Mstep: Class 15 contains 11535 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 5610 members 
Mstep: Class 18 contains 8342 members 
Mstep: Class 19 contains 14832 members 
Mstep: Class 20 contains 14601 members 
Mstep: Class 21 contains 24283 members 
Mstep: Class 22 contains 41624 members 
Mstep: Class 23 contains 14337 members 
Mstep: Class 24 contains 5208 members 
Mstep: Class 25 contains 87223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835256.000000 Penalty: 53151.980469
Iteration 71Q: 26 clusters Score -4.483526e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3276 members 
Mstep: Class 3 contains 18130 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 5 contains 5377 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 46152 members 
Mstep: Class 8 contains 19819 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 12082 members 
Mstep: Class 11 contains 3826 members 
Mstep: Class 12 contains 1661 members 
Mstep: Class 13 contains 121877 members 
Mstep: Class 14 contains 9504 members 
Mstep: Class 15 contains 11559 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5610 members 
Mstep: Class 18 contains 8343 members 
Mstep: Class 19 contains 15141 members 
Mstep: Class 20 contains 14743 members 
Mstep: Class 21 contains 24289 members 
Mstep: Class 22 contains 41648 members 
Mstep: Class 23 contains 14332 members 
Mstep: Class 24 contains 5222 members 
Mstep: Class 25 contains 86696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835464.000000 Penalty: 53151.980469
Iteration 72Q: 26 clusters Score -4.483546e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3294 members 
Mstep: Class 3 contains 18188 members 
Mstep: Class 4 contains 4080 members 
Mstep: Class 5 contains 5396 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 46044 members 
Mstep: Class 8 contains 19761 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 12170 members 
Mstep: Class 11 contains 3825 members 
Mstep: Class 12 contains 1660 members 
Mstep: Class 13 contains 121880 members 
Mstep: Class 14 contains 9493 members 
Mstep: Class 15 contains 11582 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5611 members 
Mstep: Class 18 contains 8345 members 
Mstep: Class 19 contains 15437 members 
Mstep: Class 20 contains 14886 members 
Mstep: Class 21 contains 24304 members 
Mstep: Class 22 contains 41674 members 
Mstep: Class 23 contains 14327 members 
Mstep: Class 24 contains 5233 members 
Mstep: Class 25 contains 86175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835520.000000 Penalty: 53151.980469
Iteration 73Q: 26 clusters Score -4.483552e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 18247 members 
Mstep: Class 4 contains 4081 members 
Mstep: Class 5 contains 5420 members 
Mstep: Class 6 contains 3207 members 
Mstep: Class 7 contains 45936 members 
Mstep: Class 8 contains 19688 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 12262 members 
Mstep: Class 11 contains 3829 members 
Mstep: Class 12 contains 1660 members 
Mstep: Class 13 contains 121884 members 
Mstep: Class 14 contains 9490 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5609 members 
Mstep: Class 18 contains 8344 members 
Mstep: Class 19 contains 15754 members 
Mstep: Class 20 contains 15032 members 
Mstep: Class 21 contains 24326 members 
Mstep: Class 22 contains 41716 members 
Mstep: Class 23 contains 14322 members 
Mstep: Class 24 contains 5245 members 
Mstep: Class 25 contains 85612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835508.000000 Penalty: 53151.980469
Iteration 74Q: 26 clusters Score -4.483551e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 18317 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 5435 members 
Mstep: Class 6 contains 3197 members 
Mstep: Class 7 contains 45831 members 
Mstep: Class 8 contains 19631 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 12349 members 
Mstep: Class 11 contains 3824 members 
Mstep: Class 12 contains 1660 members 
Mstep: Class 13 contains 121893 members 
Mstep: Class 14 contains 9477 members 
Mstep: Class 15 contains 11634 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5609 members 
Mstep: Class 18 contains 8340 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 15170 members 
Mstep: Class 21 contains 24344 members 
Mstep: Class 22 contains 41767 members 
Mstep: Class 23 contains 14325 members 
Mstep: Class 24 contains 5260 members 
Mstep: Class 25 contains 85065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835684.000000 Penalty: 53151.980469
Iteration 75Q: 26 clusters Score -4.483568e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3304 members 
Mstep: Class 3 contains 18402 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 45726 members 
Mstep: Class 8 contains 19570 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 12435 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 121907 members 
Mstep: Class 14 contains 9469 members 
Mstep: Class 15 contains 11649 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5618 members 
Mstep: Class 18 contains 8332 members 
Mstep: Class 19 contains 16377 members 
Mstep: Class 20 contains 15304 members 
Mstep: Class 21 contains 24360 members 
Mstep: Class 22 contains 41811 members 
Mstep: Class 23 contains 14328 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 84506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835784.000000 Penalty: 53151.980469
Iteration 76Q: 26 clusters Score -4.483578e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 18491 members 
Mstep: Class 4 contains 4097 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 45624 members 
Mstep: Class 8 contains 19526 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 12515 members 
Mstep: Class 11 contains 3809 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 121926 members 
Mstep: Class 14 contains 9455 members 
Mstep: Class 15 contains 11681 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 8316 members 
Mstep: Class 19 contains 16686 members 
Mstep: Class 20 contains 15424 members 
Mstep: Class 21 contains 24370 members 
Mstep: Class 22 contains 41842 members 
Mstep: Class 23 contains 14334 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 83951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835800.000000 Penalty: 53151.980469
Iteration 77Q: 26 clusters Score -4.48358e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 18575 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 45538 members 
Mstep: Class 8 contains 19511 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 12591 members 
Mstep: Class 11 contains 3802 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 121942 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 11696 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 8304 members 
Mstep: Class 19 contains 16987 members 
Mstep: Class 20 contains 15541 members 
Mstep: Class 21 contains 24376 members 
Mstep: Class 22 contains 41867 members 
Mstep: Class 23 contains 14338 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 83430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835868.000000 Penalty: 53151.980469
Iteration 78Q: 26 clusters Score -4.483587e+07 nChanged 847
Entering ConstructFrom: 
Score: -44835868.000000 Penalty: 53151.980469
Entering ConstructFrom: 
Trying to split cluster 1 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -122359.703125 Penalty: 1176.722046
	Iteration 0F: 2 clusters Score -122359.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -120748.437500 Penalty: 2353.444092
	Iteration 0F: 3 clusters Score -120748.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -121100.640625 Penalty: 2353.444092
	Iteration 1F: 3 clusters Score -121100.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -121182.921875 Penalty: 2353.444092
	Iteration 2F: 3 clusters Score -121182.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -121235.414062 Penalty: 2353.444092
	Iteration 3Q: 3 clusters Score -121235.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -121269.703125 Penalty: 2353.444092
	Iteration 4Q: 3 clusters Score -121269.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -121301.906250 Penalty: 2353.444092
	Iteration 5Q: 3 clusters Score -121301.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121325.539062 Penalty: 2353.444092
	Iteration 6Q: 3 clusters Score -121325.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -121347.648438 Penalty: 2353.444092
	Iteration 7Q: 3 clusters Score -121347.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -121376.023438 Penalty: 2353.444092
	Iteration 8Q: 3 clusters Score -121376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -121439.375000 Penalty: 2353.444092
	Iteration 9Q: 3 clusters Score -121439.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -121527.453125 Penalty: 2353.444092
	Iteration 10Q: 3 clusters Score -121527.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -121667.265625 Penalty: 2353.444092
	Iteration 11Q: 3 clusters Score -121667.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -121818.234375 Penalty: 2353.444092
	Iteration 12F: 3 clusters Score -121818.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -122033.726562 Penalty: 2353.444092
	Iteration 13F: 3 clusters Score -122033.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -122176.539062 Penalty: 2353.444092
	Iteration 14F: 3 clusters Score -122176.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -122272.320312 Penalty: 2353.444092
	Iteration 15Q: 3 clusters Score -122272.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -122306.007812 Penalty: 2353.444092
	Iteration 16Q: 3 clusters Score -122306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -122342.335938 Penalty: 2353.444092
	Iteration 17Q: 3 clusters Score -122342.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -122368.562500 Penalty: 2353.444092
	Iteration 18Q: 3 clusters Score -122368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -122378.523438 Penalty: 2353.444092
	Iteration 19Q: 3 clusters Score -122378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -122380.968750 Penalty: 2353.444092
	Iteration 20F: 3 clusters Score -122381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -122383.140625 Penalty: 2353.444092
	Iteration 21Q: 3 clusters Score -122383.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -122383.140625 Penalty: 2353.444092
	Iteration 22F: 3 clusters Score -122383.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3313 members 
Mstep: Class 3 contains 18650 members 
Mstep: Class 4 contains 4111 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 45456 members 
Mstep: Class 8 contains 19479 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 12663 members 
Mstep: Class 11 contains 3796 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 121954 members 
Mstep: Class 14 contains 9428 members 
Mstep: Class 15 contains 11709 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5632 members 
Mstep: Class 18 contains 8301 members 
Mstep: Class 19 contains 17282 members 
Mstep: Class 20 contains 15619 members 
Mstep: Class 21 contains 24383 members 
Mstep: Class 22 contains 41887 members 
Mstep: Class 23 contains 14336 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 82965 members 
Mstep: Class 26 contains 98 members 
Entering Unmasked Estep 
Score: -44834980.000000 Penalty: 55278.062500
Splitting cluster 1 changes total score from -44835868.000000 to -44834980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -282475.937500 Penalty: 1317.161499
	Iteration 0F: 2 clusters Score -282475.9 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 1720 members 
Entering Unmasked Estep 
Score: -279591.812500 Penalty: 2634.322998
	Iteration 0F: 3 clusters Score -279591.8 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -280413.781250 Penalty: 2634.322998
	Iteration 1F: 3 clusters Score -280413.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -280676.250000 Penalty: 2634.322998
	Iteration 2F: 3 clusters Score -280676.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -280883.406250 Penalty: 2634.322998
	Iteration 3F: 3 clusters Score -280883.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -281071.062500 Penalty: 2634.322998
	Iteration 4F: 3 clusters Score -281071.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -281214.781250 Penalty: 2634.322998
	Iteration 5F: 3 clusters Score -281214.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -281301.531250 Penalty: 2634.322998
	Iteration 6Q: 3 clusters Score -281301.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -281358.656250 Penalty: 2634.322998
	Iteration 7Q: 3 clusters Score -281358.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -281419.312500 Penalty: 2634.322998
	Iteration 8Q: 3 clusters Score -281419.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -281485.468750 Penalty: 2634.322998
	Iteration 9Q: 3 clusters Score -281485.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -281535.343750 Penalty: 2634.322998
	Iteration 10Q: 3 clusters Score -281535.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -281577.687500 Penalty: 2634.322998
	Iteration 11Q: 3 clusters Score -281577.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -281612.437500 Penalty: 2634.322998
	Iteration 12Q: 3 clusters Score -281612.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -281632.937500 Penalty: 2634.322998
	Iteration 13Q: 3 clusters Score -281632.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -281646.531250 Penalty: 2634.322998
	Iteration 14Q: 3 clusters Score -281646.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -281653.875000 Penalty: 2634.322998
	Iteration 15Q: 3 clusters Score -281653.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -281658.781250 Penalty: 2634.322998
	Iteration 16Q: 3 clusters Score -281658.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -281662.656250 Penalty: 2634.322998
	Iteration 17Q: 3 clusters Score -281662.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -281665.625000 Penalty: 2634.322998
	Iteration 18Q: 3 clusters Score -281665.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -281669.562500 Penalty: 2634.322998
	Iteration 19Q: 3 clusters Score -281669.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -281672.718750 Penalty: 2634.322998
	Iteration 20F: 3 clusters Score -281672.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -281676.750000 Penalty: 2634.322998
	Iteration 21Q: 3 clusters Score -281676.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -281684.218750 Penalty: 2634.322998
	Iteration 22Q: 3 clusters Score -281684.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -281691.406250 Penalty: 2634.322998
	Iteration 23Q: 3 clusters Score -281691.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -281696.406250 Penalty: 2634.322998
	Iteration 24Q: 3 clusters Score -281696.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -281700.562500 Penalty: 2634.322998
	Iteration 25Q: 3 clusters Score -281700.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -281703.437500 Penalty: 2634.322998
	Iteration 26Q: 3 clusters Score -281703.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -281704.906250 Penalty: 2634.322998
	Iteration 27Q: 3 clusters Score -281704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -281706.687500 Penalty: 2634.322998
	Iteration 28Q: 3 clusters Score -281706.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -281708.062500 Penalty: 2634.322998
	Iteration 29Q: 3 clusters Score -281708.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -281713.218750 Penalty: 2634.322998
	Iteration 30Q: 3 clusters Score -281713.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -281721.625000 Penalty: 2634.322998
	Iteration 31Q: 3 clusters Score -281721.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -281736.781250 Penalty: 2634.322998
	Iteration 32Q: 3 clusters Score -281736.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -281756.375000 Penalty: 2634.322998
	Iteration 33Q: 3 clusters Score -281756.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -281773.781250 Penalty: 2634.322998
	Iteration 34Q: 3 clusters Score -281773.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -281787.812500 Penalty: 2634.322998
	Iteration 35Q: 3 clusters Score -281787.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -281798.812500 Penalty: 2634.322998
	Iteration 36Q: 3 clusters Score -281798.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -281807.656250 Penalty: 2634.322998
	Iteration 37Q: 3 clusters Score -281807.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -281820.718750 Penalty: 2634.322998
	Iteration 38Q: 3 clusters Score -281820.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -281832.750000 Penalty: 2634.322998
	Iteration 39Q: 3 clusters Score -281832.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -281843.875000 Penalty: 2634.322998
	Iteration 40F: 3 clusters Score -281843.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -281853.062500 Penalty: 2634.322998
	Iteration 41Q: 3 clusters Score -281853.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -281866.906250 Penalty: 2634.322998
	Iteration 42Q: 3 clusters Score -281866.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -281878.812500 Penalty: 2634.322998
	Iteration 43Q: 3 clusters Score -281878.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -281890.875000 Penalty: 2634.322998
	Iteration 44Q: 3 clusters Score -281890.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -281899.000000 Penalty: 2634.322998
	Iteration 45Q: 3 clusters Score -281899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -281908.281250 Penalty: 2634.322998
	Iteration 46Q: 3 clusters Score -281908.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -281917.843750 Penalty: 2634.322998
	Iteration 47Q: 3 clusters Score -281917.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -281925.843750 Penalty: 2634.322998
	Iteration 48Q: 3 clusters Score -281925.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -281936.406250 Penalty: 2634.322998
	Iteration 49Q: 3 clusters Score -281936.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -281945.125000 Penalty: 2634.322998
	Iteration 50Q: 3 clusters Score -281945.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -281950.281250 Penalty: 2634.322998
	Iteration 51Q: 3 clusters Score -281950.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -281956.750000 Penalty: 2634.322998
	Iteration 52Q: 3 clusters Score -281956.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -281967.812500 Penalty: 2634.322998
	Iteration 53Q: 3 clusters Score -281967.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -281985.468750 Penalty: 2634.322998
	Iteration 54Q: 3 clusters Score -281985.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -281999.843750 Penalty: 2634.322998
	Iteration 55Q: 3 clusters Score -281999.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -282013.312500 Penalty: 2634.322998
	Iteration 56Q: 3 clusters Score -282013.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282026.468750 Penalty: 2634.322998
	Iteration 57Q: 3 clusters Score -282026.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -282036.812500 Penalty: 2634.322998
	Iteration 58Q: 3 clusters Score -282036.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -282047.781250 Penalty: 2634.322998
	Iteration 59Q: 3 clusters Score -282047.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -282057.625000 Penalty: 2634.322998
	Iteration 60F: 3 clusters Score -282057.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -282067.562500 Penalty: 2634.322998
	Iteration 61Q: 3 clusters Score -282067.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -282077.437500 Penalty: 2634.322998
	Iteration 62Q: 3 clusters Score -282077.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -282082.968750 Penalty: 2634.322998
	Iteration 63Q: 3 clusters Score -282083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -282087.937500 Penalty: 2634.322998
	Iteration 64Q: 3 clusters Score -282087.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -282096.843750 Penalty: 2634.322998
	Iteration 65Q: 3 clusters Score -282096.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -282104.343750 Penalty: 2634.322998
	Iteration 66Q: 3 clusters Score -282104.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -282111.687500 Penalty: 2634.322998
	Iteration 67Q: 3 clusters Score -282111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -282116.062500 Penalty: 2634.322998
	Iteration 68Q: 3 clusters Score -282116.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -282120.343750 Penalty: 2634.322998
	Iteration 69Q: 3 clusters Score -282120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -282123.375000 Penalty: 2634.322998
	Iteration 70Q: 3 clusters Score -282123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -282125.375000 Penalty: 2634.322998
	Iteration 71Q: 3 clusters Score -282125.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -282127.437500 Penalty: 2634.322998
	Iteration 72Q: 3 clusters Score -282127.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -282130.343750 Penalty: 2634.322998
	Iteration 73Q: 3 clusters Score -282130.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -282133.375000 Penalty: 2634.322998
	Iteration 74Q: 3 clusters Score -282133.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -282136.156250 Penalty: 2634.322998
	Iteration 75Q: 3 clusters Score -282136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -282138.062500 Penalty: 2634.322998
	Iteration 76Q: 3 clusters Score -282138.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -282139.406250 Penalty: 2634.322998
	Iteration 77Q: 3 clusters Score -282139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -282140.000000 Penalty: 2634.322998
	Iteration 78Q: 3 clusters Score -282140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -282140.468750 Penalty: 2634.322998
	Iteration 79Q: 3 clusters Score -282140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -282141.156250 Penalty: 2634.322998
	Iteration 80F: 3 clusters Score -282141.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Entering Unmasked Estep 
Score: -1808322.000000 Penalty: 1597.960205
	Iteration 0F: 2 clusters Score -1808322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1795419.000000 Penalty: 3195.920410
	Iteration 0F: 3 clusters Score -1795419 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1799969.875000 Penalty: 3195.920410
	Iteration 1F: 3 clusters Score -1799970 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1800254.000000 Penalty: 3195.920410
	Iteration 2Q: 3 clusters Score -1800254 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1800496.125000 Penalty: 3195.920410
	Iteration 3Q: 3 clusters Score -1800496 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1800751.250000 Penalty: 3195.920410
	Iteration 4Q: 3 clusters Score -1800751 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1800967.750000 Penalty: 3195.920410
	Iteration 5Q: 3 clusters Score -1800968 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1801188.125000 Penalty: 3195.920410
	Iteration 6Q: 3 clusters Score -1801188 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1801435.125000 Penalty: 3195.920410
	Iteration 7Q: 3 clusters Score -1801435 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1801751.750000 Penalty: 3195.920410
	Iteration 8Q: 3 clusters Score -1801752 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1802151.375000 Penalty: 3195.920410
	Iteration 9Q: 3 clusters Score -1802151 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1802647.875000 Penalty: 3195.920410
	Iteration 10Q: 3 clusters Score -1802648 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1803258.375000 Penalty: 3195.920410
	Iteration 11Q: 3 clusters Score -1803258 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1803907.750000 Penalty: 3195.920410
	Iteration 12Q: 3 clusters Score -1803908 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1804473.875000 Penalty: 3195.920410
	Iteration 13Q: 3 clusters Score -1804474 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1804935.125000 Penalty: 3195.920410
	Iteration 14Q: 3 clusters Score -1804935 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1805308.375000 Penalty: 3195.920410
	Iteration 15Q: 3 clusters Score -1805308 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1805591.125000 Penalty: 3195.920410
	Iteration 16Q: 3 clusters Score -1805591 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1805808.000000 Penalty: 3195.920410
	Iteration 17Q: 3 clusters Score -1805808 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1805980.375000 Penalty: 3195.920410
	Iteration 18Q: 3 clusters Score -1805980 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1806089.875000 Penalty: 3195.920410
	Iteration 19Q: 3 clusters Score -1806090 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1806207.500000 Penalty: 3195.920410
	Iteration 20F: 3 clusters Score -1806208 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1806306.250000 Penalty: 3195.920410
	Iteration 21Q: 3 clusters Score -1806306 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1806409.000000 Penalty: 3195.920410
	Iteration 22Q: 3 clusters Score -1806409 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1806497.125000 Penalty: 3195.920410
	Iteration 23Q: 3 clusters Score -1806497 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1806561.750000 Penalty: 3195.920410
	Iteration 24Q: 3 clusters Score -1806562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1806617.875000 Penalty: 3195.920410
	Iteration 25Q: 3 clusters Score -1806618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1806674.875000 Penalty: 3195.920410
	Iteration 26Q: 3 clusters Score -1806675 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1806711.875000 Penalty: 3195.920410
	Iteration 27Q: 3 clusters Score -1806712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1806740.125000 Penalty: 3195.920410
	Iteration 28Q: 3 clusters Score -1806740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1806766.250000 Penalty: 3195.920410
	Iteration 29Q: 3 clusters Score -1806766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1806786.750000 Penalty: 3195.920410
	Iteration 30Q: 3 clusters Score -1806787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1806800.750000 Penalty: 3195.920410
	Iteration 31Q: 3 clusters Score -1806801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1806813.250000 Penalty: 3195.920410
	Iteration 32Q: 3 clusters Score -1806813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1806822.875000 Penalty: 3195.920410
	Iteration 33Q: 3 clusters Score -1806823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1806826.000000 Penalty: 3195.920410
	Iteration 34Q: 3 clusters Score -1806826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1806829.000000 Penalty: 3195.920410
	Iteration 35Q: 3 clusters Score -1806829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1806845.375000 Penalty: 3195.920410
	Iteration 36Q: 3 clusters Score -1806845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1806856.000000 Penalty: 3195.920410
	Iteration 37Q: 3 clusters Score -1806856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1806867.375000 Penalty: 3195.920410
	Iteration 38Q: 3 clusters Score -1806867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1806875.500000 Penalty: 3195.920410
	Iteration 39Q: 3 clusters Score -1806876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1806882.625000 Penalty: 3195.920410
	Iteration 40F: 3 clusters Score -1806883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1806894.125000 Penalty: 3195.920410
	Iteration 41Q: 3 clusters Score -1806894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1806904.000000 Penalty: 3195.920410
	Iteration 42Q: 3 clusters Score -1806904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1806918.750000 Penalty: 3195.920410
	Iteration 43Q: 3 clusters Score -1806919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1806929.500000 Penalty: 3195.920410
	Iteration 44Q: 3 clusters Score -1806930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1806939.750000 Penalty: 3195.920410
	Iteration 45Q: 3 clusters Score -1806940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1806941.750000 Penalty: 3195.920410
	Iteration 46Q: 3 clusters Score -1806942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1806944.750000 Penalty: 3195.920410
	Iteration 47Q: 3 clusters Score -1806945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1806947.875000 Penalty: 3195.920410
	Iteration 48Q: 3 clusters Score -1806948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1806949.750000 Penalty: 3195.920410
	Iteration 49Q: 3 clusters Score -1806950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1806951.750000 Penalty: 3195.920410
	Iteration 50Q: 3 clusters Score -1806952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1806951.000000 Penalty: 3195.920410
	Iteration 51Q: 3 clusters Score -1806951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1806951.000000 Penalty: 3195.920410
	Iteration 52F: 3 clusters Score -1806951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -354797.687500 Penalty: 1352.230957
	Iteration 0F: 2 clusters Score -354797.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -351476.875000 Penalty: 2704.461914
	Iteration 0F: 3 clusters Score -351476.9 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -352471.937500 Penalty: 2704.461914
	Iteration 1F: 3 clusters Score -352471.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -352758.937500 Penalty: 2704.461914
	Iteration 2F: 3 clusters Score -352758.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -352970.968750 Penalty: 2704.461914
	Iteration 3F: 3 clusters Score -352971 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -353128.531250 Penalty: 2704.461914
	Iteration 4F: 3 clusters Score -353128.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -353235.437500 Penalty: 2704.461914
	Iteration 5Q: 3 clusters Score -353235.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -353320.437500 Penalty: 2704.461914
	Iteration 6Q: 3 clusters Score -353320.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -353393.156250 Penalty: 2704.461914
	Iteration 7Q: 3 clusters Score -353393.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -353434.718750 Penalty: 2704.461914
	Iteration 8Q: 3 clusters Score -353434.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -353466.468750 Penalty: 2704.461914
	Iteration 9Q: 3 clusters Score -353466.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -353493.812500 Penalty: 2704.461914
	Iteration 10Q: 3 clusters Score -353493.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -353512.656250 Penalty: 2704.461914
	Iteration 11Q: 3 clusters Score -353512.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -353524.625000 Penalty: 2704.461914
	Iteration 12Q: 3 clusters Score -353524.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -353539.687500 Penalty: 2704.461914
	Iteration 13Q: 3 clusters Score -353539.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -353546.875000 Penalty: 2704.461914
	Iteration 14Q: 3 clusters Score -353546.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -353551.531250 Penalty: 2704.461914
	Iteration 15Q: 3 clusters Score -353551.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -353554.250000 Penalty: 2704.461914
	Iteration 16Q: 3 clusters Score -353554.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -353558.343750 Penalty: 2704.461914
	Iteration 17Q: 3 clusters Score -353558.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -353561.406250 Penalty: 2704.461914
	Iteration 18Q: 3 clusters Score -353561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -353561.375000 Penalty: 2704.461914
	Iteration 19Q: 3 clusters Score -353561.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -353562.375000 Penalty: 2704.461914
	Iteration 20F: 3 clusters Score -353562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -353562.156250 Penalty: 2704.461914
	Iteration 21Q: 3 clusters Score -353562.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -353564.562500 Penalty: 2704.461914
	Iteration 22Q: 3 clusters Score -353564.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -353566.093750 Penalty: 2704.461914
	Iteration 23Q: 3 clusters Score -353566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -353566.625000 Penalty: 2704.461914
	Iteration 24Q: 3 clusters Score -353566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -353567.281250 Penalty: 2704.461914
	Iteration 25Q: 3 clusters Score -353567.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -353569.406250 Penalty: 2704.461914
	Iteration 26Q: 3 clusters Score -353569.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -353570.218750 Penalty: 2704.461914
	Iteration 27Q: 3 clusters Score -353570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -353572.062500 Penalty: 2704.461914
	Iteration 28Q: 3 clusters Score -353572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -353572.156250 Penalty: 2704.461914
	Iteration 29Q: 3 clusters Score -353572.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -353572.593750 Penalty: 2704.461914
	Iteration 30Q: 3 clusters Score -353572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -353573.218750 Penalty: 2704.461914
	Iteration 31Q: 3 clusters Score -353573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -353573.625000 Penalty: 2704.461914
	Iteration 32Q: 3 clusters Score -353573.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -353573.625000 Penalty: 2704.461914
	Iteration 33F: 3 clusters Score -353573.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Entering Unmasked Estep 
Score: -521781.343750 Penalty: 1398.821167
	Iteration 0F: 2 clusters Score -521781.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -517528.843750 Penalty: 2797.642334
	Iteration 0F: 3 clusters Score -517528.8 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -518780.375000 Penalty: 2797.642334
	Iteration 1F: 3 clusters Score -518780.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -518947.718750 Penalty: 2797.642334
	Iteration 2F: 3 clusters Score -518947.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -519060.687500 Penalty: 2797.642334
	Iteration 3Q: 3 clusters Score -519060.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -519146.593750 Penalty: 2797.642334
	Iteration 4Q: 3 clusters Score -519146.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -519225.531250 Penalty: 2797.642334
	Iteration 5Q: 3 clusters Score -519225.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -519296.687500 Penalty: 2797.642334
	Iteration 6Q: 3 clusters Score -519296.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -519360.437500 Penalty: 2797.642334
	Iteration 7Q: 3 clusters Score -519360.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -519425.812500 Penalty: 2797.642334
	Iteration 8Q: 3 clusters Score -519425.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -519487.125000 Penalty: 2797.642334
	Iteration 9Q: 3 clusters Score -519487.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -519541.687500 Penalty: 2797.642334
	Iteration 10Q: 3 clusters Score -519541.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -519588.156250 Penalty: 2797.642334
	Iteration 11Q: 3 clusters Score -519588.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -519637.750000 Penalty: 2797.642334
	Iteration 12Q: 3 clusters Score -519637.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -519688.062500 Penalty: 2797.642334
	Iteration 13Q: 3 clusters Score -519688.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -519737.375000 Penalty: 2797.642334
	Iteration 14Q: 3 clusters Score -519737.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -519786.468750 Penalty: 2797.642334
	Iteration 15Q: 3 clusters Score -519786.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -519821.750000 Penalty: 2797.642334
	Iteration 16Q: 3 clusters Score -519821.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -519858.937500 Penalty: 2797.642334
	Iteration 17Q: 3 clusters Score -519858.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -519892.718750 Penalty: 2797.642334
	Iteration 18Q: 3 clusters Score -519892.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -519917.843750 Penalty: 2797.642334
	Iteration 19Q: 3 clusters Score -519917.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -519942.187500 Penalty: 2797.642334
	Iteration 20F: 3 clusters Score -519942.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -519964.218750 Penalty: 2797.642334
	Iteration 21Q: 3 clusters Score -519964.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -519981.968750 Penalty: 2797.642334
	Iteration 22Q: 3 clusters Score -519982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -519999.843750 Penalty: 2797.642334
	Iteration 23Q: 3 clusters Score -519999.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -520019.281250 Penalty: 2797.642334
	Iteration 24Q: 3 clusters Score -520019.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -520037.156250 Penalty: 2797.642334
	Iteration 25Q: 3 clusters Score -520037.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -520057.062500 Penalty: 2797.642334
	Iteration 26Q: 3 clusters Score -520057.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -520069.718750 Penalty: 2797.642334
	Iteration 27Q: 3 clusters Score -520069.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -520081.375000 Penalty: 2797.642334
	Iteration 28Q: 3 clusters Score -520081.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -520091.250000 Penalty: 2797.642334
	Iteration 29Q: 3 clusters Score -520091.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -520101.000000 Penalty: 2797.642334
	Iteration 30Q: 3 clusters Score -520101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -520109.687500 Penalty: 2797.642334
	Iteration 31Q: 3 clusters Score -520109.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -520119.781250 Penalty: 2797.642334
	Iteration 32Q: 3 clusters Score -520119.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -520127.781250 Penalty: 2797.642334
	Iteration 33Q: 3 clusters Score -520127.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -520137.312500 Penalty: 2797.642334
	Iteration 34Q: 3 clusters Score -520137.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -520144.312500 Penalty: 2797.642334
	Iteration 35Q: 3 clusters Score -520144.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -520157.281250 Penalty: 2797.642334
	Iteration 36Q: 3 clusters Score -520157.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -520175.218750 Penalty: 2797.642334
	Iteration 37Q: 3 clusters Score -520175.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -520193.343750 Penalty: 2797.642334
	Iteration 38Q: 3 clusters Score -520193.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -520211.218750 Penalty: 2797.642334
	Iteration 39Q: 3 clusters Score -520211.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -520235.093750 Penalty: 2797.642334
	Iteration 40F: 3 clusters Score -520235.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -520275.000000 Penalty: 2797.642334
	Iteration 41Q: 3 clusters Score -520275 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -520322.500000 Penalty: 2797.642334
	Iteration 42Q: 3 clusters Score -520322.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -520358.156250 Penalty: 2797.642334
	Iteration 43Q: 3 clusters Score -520358.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -520387.593750 Penalty: 2797.642334
	Iteration 44Q: 3 clusters Score -520387.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -520418.156250 Penalty: 2797.642334
	Iteration 45Q: 3 clusters Score -520418.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -520446.218750 Penalty: 2797.642334
	Iteration 46Q: 3 clusters Score -520446.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -520469.968750 Penalty: 2797.642334
	Iteration 47Q: 3 clusters Score -520470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -520489.000000 Penalty: 2797.642334
	Iteration 48Q: 3 clusters Score -520489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -520502.375000 Penalty: 2797.642334
	Iteration 49Q: 3 clusters Score -520502.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -520513.312500 Penalty: 2797.642334
	Iteration 50Q: 3 clusters Score -520513.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -520519.562500 Penalty: 2797.642334
	Iteration 51Q: 3 clusters Score -520519.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -520522.406250 Penalty: 2797.642334
	Iteration 52Q: 3 clusters Score -520522.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -520526.406250 Penalty: 2797.642334
	Iteration 53Q: 3 clusters Score -520526.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -520530.812500 Penalty: 2797.642334
	Iteration 54Q: 3 clusters Score -520530.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -520534.281250 Penalty: 2797.642334
	Iteration 55Q: 3 clusters Score -520534.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -520538.187500 Penalty: 2797.642334
	Iteration 56Q: 3 clusters Score -520538.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -520540.750000 Penalty: 2797.642334
	Iteration 57Q: 3 clusters Score -520540.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -520540.468750 Penalty: 2797.642334
	Iteration 58Q: 3 clusters Score -520540.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -520540.500000 Penalty: 2797.642334
	Iteration 59Q: 3 clusters Score -520540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -520540.343750 Penalty: 2797.642334
	Iteration 60F: 3 clusters Score -520540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -520540.656250 Penalty: 2797.642334
	Iteration 61Q: 3 clusters Score -520540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -520542.062500 Penalty: 2797.642334
	Iteration 62Q: 3 clusters Score -520542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -520542.062500 Penalty: 2797.642334
	Iteration 63Q: 3 clusters Score -520542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -520542.625000 Penalty: 2797.642334
	Iteration 64Q: 3 clusters Score -520542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -520542.968750 Penalty: 2797.642334
	Iteration 65Q: 3 clusters Score -520543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -520542.968750 Penalty: 2797.642334
	Iteration 66F: 3 clusters Score -520543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Entering Unmasked Estep 
Score: -293412.187500 Penalty: 1309.889038
	Iteration 0F: 2 clusters Score -293412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -290635.406250 Penalty: 2619.778076
	Iteration 0F: 3 clusters Score -290635.4 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -291393.437500 Penalty: 2619.778076
	Iteration 1F: 3 clusters Score -291393.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -291526.406250 Penalty: 2619.778076
	Iteration 2F: 3 clusters Score -291526.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -291609.875000 Penalty: 2619.778076
	Iteration 3Q: 3 clusters Score -291609.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -291679.343750 Penalty: 2619.778076
	Iteration 4Q: 3 clusters Score -291679.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -291752.562500 Penalty: 2619.778076
	Iteration 5Q: 3 clusters Score -291752.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -291835.500000 Penalty: 2619.778076
	Iteration 6Q: 3 clusters Score -291835.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -291908.937500 Penalty: 2619.778076
	Iteration 7Q: 3 clusters Score -291908.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -291995.875000 Penalty: 2619.778076
	Iteration 8Q: 3 clusters Score -291995.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -292061.875000 Penalty: 2619.778076
	Iteration 9Q: 3 clusters Score -292061.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -292125.031250 Penalty: 2619.778076
	Iteration 10Q: 3 clusters Score -292125 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -292171.093750 Penalty: 2619.778076
	Iteration 11Q: 3 clusters Score -292171.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -292211.125000 Penalty: 2619.778076
	Iteration 12Q: 3 clusters Score -292211.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -292245.750000 Penalty: 2619.778076
	Iteration 13Q: 3 clusters Score -292245.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -292273.375000 Penalty: 2619.778076
	Iteration 14Q: 3 clusters Score -292273.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -292302.750000 Penalty: 2619.778076
	Iteration 15Q: 3 clusters Score -292302.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -292327.062500 Penalty: 2619.778076
	Iteration 16Q: 3 clusters Score -292327.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -292351.031250 Penalty: 2619.778076
	Iteration 17Q: 3 clusters Score -292351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -292375.156250 Penalty: 2619.778076
	Iteration 18Q: 3 clusters Score -292375.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -292399.718750 Penalty: 2619.778076
	Iteration 19Q: 3 clusters Score -292399.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -292423.968750 Penalty: 2619.778076
	Iteration 20F: 3 clusters Score -292424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -292450.437500 Penalty: 2619.778076
	Iteration 21Q: 3 clusters Score -292450.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -292473.125000 Penalty: 2619.778076
	Iteration 22Q: 3 clusters Score -292473.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -292514.781250 Penalty: 2619.778076
	Iteration 23Q: 3 clusters Score -292514.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -292572.687500 Penalty: 2619.778076
	Iteration 24Q: 3 clusters Score -292572.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -292644.750000 Penalty: 2619.778076
	Iteration 25Q: 3 clusters Score -292644.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -292720.718750 Penalty: 2619.778076
	Iteration 26Q: 3 clusters Score -292720.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -292792.062500 Penalty: 2619.778076
	Iteration 27Q: 3 clusters Score -292792.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -292839.312500 Penalty: 2619.778076
	Iteration 28Q: 3 clusters Score -292839.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -292868.281250 Penalty: 2619.778076
	Iteration 29Q: 3 clusters Score -292868.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -292883.406250 Penalty: 2619.778076
	Iteration 30Q: 3 clusters Score -292883.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -292889.875000 Penalty: 2619.778076
	Iteration 31Q: 3 clusters Score -292889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -292893.531250 Penalty: 2619.778076
	Iteration 32Q: 3 clusters Score -292893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -292894.093750 Penalty: 2619.778076
	Iteration 33Q: 3 clusters Score -292894.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -292894.093750 Penalty: 2619.778076
	Iteration 34F: 3 clusters Score -292894.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Entering Unmasked Estep 
Score: -4392834.000000 Penalty: 1742.731201
	Iteration 0F: 2 clusters Score -4392834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -4362261.500000 Penalty: 3485.462402
	Iteration 0F: 3 clusters Score -4362262 nChanged 21419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -4374234.500000 Penalty: 3485.462402
	Iteration 1F: 3 clusters Score -4374234 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -4374638.500000 Penalty: 3485.462402
	Iteration 2Q: 3 clusters Score -4374638 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -4375100.000000 Penalty: 3485.462402
	Iteration 3Q: 3 clusters Score -4375100 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -4375591.000000 Penalty: 3485.462402
	Iteration 4Q: 3 clusters Score -4375591 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -4376250.000000 Penalty: 3485.462402
	Iteration 5Q: 3 clusters Score -4376250 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -4377172.500000 Penalty: 3485.462402
	Iteration 6Q: 3 clusters Score -4377172 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -4378669.000000 Penalty: 3485.462402
	Iteration 7F: 3 clusters Score -4378669 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4380753.500000 Penalty: 3485.462402
	Iteration 8F: 3 clusters Score -4380754 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4383106.500000 Penalty: 3485.462402
	Iteration 9F: 3 clusters Score -4383106 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4385173.000000 Penalty: 3485.462402
	Iteration 10F: 3 clusters Score -4385173 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -4386740.500000 Penalty: 3485.462402
	Iteration 11Q: 3 clusters Score -4386740 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -4387820.500000 Penalty: 3485.462402
	Iteration 12Q: 3 clusters Score -4387820 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -4388580.500000 Penalty: 3485.462402
	Iteration 13Q: 3 clusters Score -4388580 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -4389125.500000 Penalty: 3485.462402
	Iteration 14Q: 3 clusters Score -4389126 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -4389601.500000 Penalty: 3485.462402
	Iteration 15Q: 3 clusters Score -4389602 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -4389980.000000 Penalty: 3485.462402
	Iteration 16Q: 3 clusters Score -4389980 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -4390322.000000 Penalty: 3485.462402
	Iteration 17Q: 3 clusters Score -4390322 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -4390570.500000 Penalty: 3485.462402
	Iteration 18Q: 3 clusters Score -4390570 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -4390776.500000 Penalty: 3485.462402
	Iteration 19Q: 3 clusters Score -4390776 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -4390920.000000 Penalty: 3485.462402
	Iteration 20F: 3 clusters Score -4390920 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -4391046.500000 Penalty: 3485.462402
	Iteration 21Q: 3 clusters Score -4391046 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -4391131.500000 Penalty: 3485.462402
	Iteration 22Q: 3 clusters Score -4391132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -4391190.000000 Penalty: 3485.462402
	Iteration 23Q: 3 clusters Score -4391190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -4391230.000000 Penalty: 3485.462402
	Iteration 24Q: 3 clusters Score -4391230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -4391270.500000 Penalty: 3485.462402
	Iteration 25Q: 3 clusters Score -4391270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -4391307.000000 Penalty: 3485.462402
	Iteration 26Q: 3 clusters Score -4391307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -4391337.500000 Penalty: 3485.462402
	Iteration 27Q: 3 clusters Score -4391338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -4391363.500000 Penalty: 3485.462402
	Iteration 28Q: 3 clusters Score -4391364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -4391376.500000 Penalty: 3485.462402
	Iteration 29Q: 3 clusters Score -4391376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -4391385.000000 Penalty: 3485.462402
	Iteration 30Q: 3 clusters Score -4391385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -4391394.500000 Penalty: 3485.462402
	Iteration 31Q: 3 clusters Score -4391394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -4391399.500000 Penalty: 3485.462402
	Iteration 32Q: 3 clusters Score -4391400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -4391412.000000 Penalty: 3485.462402
	Iteration 33Q: 3 clusters Score -4391412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -4391410.500000 Penalty: 3485.462402
	Iteration 34Q: 3 clusters Score -4391410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -4391410.000000 Penalty: 3485.462402
	Iteration 35Q: 3 clusters Score -4391410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -4391413.500000 Penalty: 3485.462402
	Iteration 36Q: 3 clusters Score -4391414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -4391419.500000 Penalty: 3485.462402
	Iteration 37Q: 3 clusters Score -4391420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -4391419.000000 Penalty: 3485.462402
	Iteration 38Q: 3 clusters Score -4391419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -4391425.500000 Penalty: 3485.462402
	Iteration 39Q: 3 clusters Score -4391426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -4391422.000000 Penalty: 3485.462402
	Iteration 40F: 3 clusters Score -4391422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -4391421.000000 Penalty: 3485.462402
	Iteration 41Q: 3 clusters Score -4391421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -4391428.000000 Penalty: 3485.462402
	Iteration 42Q: 3 clusters Score -4391428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -4391429.500000 Penalty: 3485.462402
	Iteration 43Q: 3 clusters Score -4391430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -4391430.500000 Penalty: 3485.462402
	Iteration 44Q: 3 clusters Score -4391430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -4391432.000000 Penalty: 3485.462402
	Iteration 45Q: 3 clusters Score -4391432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -4391436.500000 Penalty: 3485.462402
	Iteration 46Q: 3 clusters Score -4391436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -4391436.500000 Penalty: 3485.462402
	Iteration 47Q: 3 clusters Score -4391436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -4391436.500000 Penalty: 3485.462402
	Iteration 48F: 3 clusters Score -4391436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Entering Unmasked Estep 
Score: -1826014.750000 Penalty: 1605.027466
	Iteration 0F: 2 clusters Score -1826015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1812712.750000 Penalty: 3210.054932
	Iteration 0F: 3 clusters Score -1812713 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1817479.875000 Penalty: 3210.054932
	Iteration 1F: 3 clusters Score -1817480 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1817926.250000 Penalty: 3210.054932
	Iteration 2F: 3 clusters Score -1817926 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1818432.750000 Penalty: 3210.054932
	Iteration 3F: 3 clusters Score -1818433 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1818968.750000 Penalty: 3210.054932
	Iteration 4F: 3 clusters Score -1818969 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1819549.750000 Penalty: 3210.054932
	Iteration 5F: 3 clusters Score -1819550 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1820195.000000 Penalty: 3210.054932
	Iteration 6Q: 3 clusters Score -1820195 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1820923.625000 Penalty: 3210.054932
	Iteration 7F: 3 clusters Score -1820924 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1821667.375000 Penalty: 3210.054932
	Iteration 8Q: 3 clusters Score -1821667 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1822278.625000 Penalty: 3210.054932
	Iteration 9Q: 3 clusters Score -1822279 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1822590.750000 Penalty: 3210.054932
	Iteration 10Q: 3 clusters Score -1822591 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1822771.500000 Penalty: 3210.054932
	Iteration 11Q: 3 clusters Score -1822772 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1822882.625000 Penalty: 3210.054932
	Iteration 12Q: 3 clusters Score -1822883 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1822979.750000 Penalty: 3210.054932
	Iteration 13Q: 3 clusters Score -1822980 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1823076.875000 Penalty: 3210.054932
	Iteration 14Q: 3 clusters Score -1823077 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1823177.000000 Penalty: 3210.054932
	Iteration 15Q: 3 clusters Score -1823177 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1823263.625000 Penalty: 3210.054932
	Iteration 16Q: 3 clusters Score -1823264 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1823361.250000 Penalty: 3210.054932
	Iteration 17Q: 3 clusters Score -1823361 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1823433.500000 Penalty: 3210.054932
	Iteration 18Q: 3 clusters Score -1823434 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1823507.250000 Penalty: 3210.054932
	Iteration 19Q: 3 clusters Score -1823507 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1823556.000000 Penalty: 3210.054932
	Iteration 20F: 3 clusters Score -1823556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1823592.750000 Penalty: 3210.054932
	Iteration 21Q: 3 clusters Score -1823593 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1823618.500000 Penalty: 3210.054932
	Iteration 22Q: 3 clusters Score -1823618 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1823642.875000 Penalty: 3210.054932
	Iteration 23Q: 3 clusters Score -1823643 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1823674.250000 Penalty: 3210.054932
	Iteration 24Q: 3 clusters Score -1823674 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1823693.250000 Penalty: 3210.054932
	Iteration 25Q: 3 clusters Score -1823693 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1823717.000000 Penalty: 3210.054932
	Iteration 26Q: 3 clusters Score -1823717 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1823733.125000 Penalty: 3210.054932
	Iteration 27Q: 3 clusters Score -1823733 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1823762.625000 Penalty: 3210.054932
	Iteration 28Q: 3 clusters Score -1823763 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1823772.250000 Penalty: 3210.054932
	Iteration 29Q: 3 clusters Score -1823772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1823778.125000 Penalty: 3210.054932
	Iteration 30Q: 3 clusters Score -1823778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1823797.125000 Penalty: 3210.054932
	Iteration 31Q: 3 clusters Score -1823797 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1823815.375000 Penalty: 3210.054932
	Iteration 32Q: 3 clusters Score -1823815 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1823820.000000 Penalty: 3210.054932
	Iteration 33Q: 3 clusters Score -1823820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1823824.875000 Penalty: 3210.054932
	Iteration 34Q: 3 clusters Score -1823825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1823832.250000 Penalty: 3210.054932
	Iteration 35Q: 3 clusters Score -1823832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1823842.375000 Penalty: 3210.054932
	Iteration 36Q: 3 clusters Score -1823842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1823857.375000 Penalty: 3210.054932
	Iteration 37Q: 3 clusters Score -1823857 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1823870.625000 Penalty: 3210.054932
	Iteration 38Q: 3 clusters Score -1823871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1823876.125000 Penalty: 3210.054932
	Iteration 39Q: 3 clusters Score -1823876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1823892.375000 Penalty: 3210.054932
	Iteration 40F: 3 clusters Score -1823892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1823903.250000 Penalty: 3210.054932
	Iteration 41Q: 3 clusters Score -1823903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1823906.500000 Penalty: 3210.054932
	Iteration 42Q: 3 clusters Score -1823906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1823924.375000 Penalty: 3210.054932
	Iteration 43Q: 3 clusters Score -1823924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1823931.750000 Penalty: 3210.054932
	Iteration 44Q: 3 clusters Score -1823932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1823934.125000 Penalty: 3210.054932
	Iteration 45Q: 3 clusters Score -1823934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1823947.250000 Penalty: 3210.054932
	Iteration 46Q: 3 clusters Score -1823947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1823963.250000 Penalty: 3210.054932
	Iteration 47Q: 3 clusters Score -1823963 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1823977.875000 Penalty: 3210.054932
	Iteration 48Q: 3 clusters Score -1823978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1823990.625000 Penalty: 3210.054932
	Iteration 49Q: 3 clusters Score -1823991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1824004.250000 Penalty: 3210.054932
	Iteration 50Q: 3 clusters Score -1824004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1824013.500000 Penalty: 3210.054932
	Iteration 51Q: 3 clusters Score -1824014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1824033.750000 Penalty: 3210.054932
	Iteration 52Q: 3 clusters Score -1824034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1824050.500000 Penalty: 3210.054932
	Iteration 53Q: 3 clusters Score -1824050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1824060.250000 Penalty: 3210.054932
	Iteration 54Q: 3 clusters Score -1824060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1824066.250000 Penalty: 3210.054932
	Iteration 55Q: 3 clusters Score -1824066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1824078.625000 Penalty: 3210.054932
	Iteration 56Q: 3 clusters Score -1824079 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1824091.375000 Penalty: 3210.054932
	Iteration 57Q: 3 clusters Score -1824091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1824102.250000 Penalty: 3210.054932
	Iteration 58Q: 3 clusters Score -1824102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1824114.500000 Penalty: 3210.054932
	Iteration 59Q: 3 clusters Score -1824114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1824128.375000 Penalty: 3210.054932
	Iteration 60F: 3 clusters Score -1824128 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1824140.625000 Penalty: 3210.054932
	Iteration 61Q: 3 clusters Score -1824141 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1824155.875000 Penalty: 3210.054932
	Iteration 62Q: 3 clusters Score -1824156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1824166.125000 Penalty: 3210.054932
	Iteration 63Q: 3 clusters Score -1824166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1824173.375000 Penalty: 3210.054932
	Iteration 64Q: 3 clusters Score -1824173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1824180.375000 Penalty: 3210.054932
	Iteration 65Q: 3 clusters Score -1824180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1824193.000000 Penalty: 3210.054932
	Iteration 66Q: 3 clusters Score -1824193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1824204.750000 Penalty: 3210.054932
	Iteration 67Q: 3 clusters Score -1824205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1824217.250000 Penalty: 3210.054932
	Iteration 68Q: 3 clusters Score -1824217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1824230.375000 Penalty: 3210.054932
	Iteration 69Q: 3 clusters Score -1824230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1824239.750000 Penalty: 3210.054932
	Iteration 70Q: 3 clusters Score -1824240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1824245.250000 Penalty: 3210.054932
	Iteration 71Q: 3 clusters Score -1824245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1824250.375000 Penalty: 3210.054932
	Iteration 72Q: 3 clusters Score -1824250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1824259.875000 Penalty: 3210.054932
	Iteration 73Q: 3 clusters Score -1824260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1824267.625000 Penalty: 3210.054932
	Iteration 74Q: 3 clusters Score -1824268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1824278.000000 Penalty: 3210.054932
	Iteration 75Q: 3 clusters Score -1824278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1824289.875000 Penalty: 3210.054932
	Iteration 76Q: 3 clusters Score -1824290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1824301.375000 Penalty: 3210.054932
	Iteration 77Q: 3 clusters Score -1824301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1824306.125000 Penalty: 3210.054932
	Iteration 78Q: 3 clusters Score -1824306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1824324.125000 Penalty: 3210.054932
	Iteration 79Q: 3 clusters Score -1824324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1824332.125000 Penalty: 3210.054932
	Iteration 80F: 3 clusters Score -1824332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1824333.875000 Penalty: 3210.054932
	Iteration 81Q: 3 clusters Score -1824334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1824337.625000 Penalty: 3210.054932
	Iteration 82Q: 3 clusters Score -1824338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1824344.125000 Penalty: 3210.054932
	Iteration 83Q: 3 clusters Score -1824344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1824351.375000 Penalty: 3210.054932
	Iteration 84Q: 3 clusters Score -1824351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1824353.250000 Penalty: 3210.054932
	Iteration 85Q: 3 clusters Score -1824353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1824358.250000 Penalty: 3210.054932
	Iteration 86Q: 3 clusters Score -1824358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1824371.500000 Penalty: 3210.054932
	Iteration 87Q: 3 clusters Score -1824372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1824376.625000 Penalty: 3210.054932
	Iteration 88Q: 3 clusters Score -1824377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1824386.750000 Penalty: 3210.054932
	Iteration 89Q: 3 clusters Score -1824387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1824393.000000 Penalty: 3210.054932
	Iteration 90Q: 3 clusters Score -1824393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1824399.625000 Penalty: 3210.054932
	Iteration 91Q: 3 clusters Score -1824400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1824411.125000 Penalty: 3210.054932
	Iteration 92Q: 3 clusters Score -1824411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1824421.375000 Penalty: 3210.054932
	Iteration 93Q: 3 clusters Score -1824421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1824432.125000 Penalty: 3210.054932
	Iteration 94Q: 3 clusters Score -1824432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1824440.250000 Penalty: 3210.054932
	Iteration 95Q: 3 clusters Score -1824440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1824454.750000 Penalty: 3210.054932
	Iteration 96Q: 3 clusters Score -1824455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1824469.750000 Penalty: 3210.054932
	Iteration 97Q: 3 clusters Score -1824470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1824495.375000 Penalty: 3210.054932
	Iteration 98Q: 3 clusters Score -1824495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1824508.750000 Penalty: 3210.054932
	Iteration 99Q: 3 clusters Score -1824509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1824524.625000 Penalty: 3210.054932
	Iteration 100F: 3 clusters Score -1824525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1824534.500000 Penalty: 3210.054932
	Iteration 101Q: 3 clusters Score -1824534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1824540.875000 Penalty: 3210.054932
	Iteration 102Q: 3 clusters Score -1824541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1824547.000000 Penalty: 3210.054932
	Iteration 103Q: 3 clusters Score -1824547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1824560.000000 Penalty: 3210.054932
	Iteration 104Q: 3 clusters Score -1824560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1824570.500000 Penalty: 3210.054932
	Iteration 105Q: 3 clusters Score -1824570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1824583.000000 Penalty: 3210.054932
	Iteration 106Q: 3 clusters Score -1824583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1824586.750000 Penalty: 3210.054932
	Iteration 107Q: 3 clusters Score -1824587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1824597.625000 Penalty: 3210.054932
	Iteration 108Q: 3 clusters Score -1824598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1824611.625000 Penalty: 3210.054932
	Iteration 109Q: 3 clusters Score -1824612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1824622.125000 Penalty: 3210.054932
	Iteration 110Q: 3 clusters Score -1824622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1824627.250000 Penalty: 3210.054932
	Iteration 111Q: 3 clusters Score -1824627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1824630.250000 Penalty: 3210.054932
	Iteration 112Q: 3 clusters Score -1824630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1824633.750000 Penalty: 3210.054932
	Iteration 113Q: 3 clusters Score -1824634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1824635.750000 Penalty: 3210.054932
	Iteration 114Q: 3 clusters Score -1824636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1824635.000000 Penalty: 3210.054932
	Iteration 115Q: 3 clusters Score -1824635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1824636.125000 Penalty: 3210.054932
	Iteration 116Q: 3 clusters Score -1824636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1824636.125000 Penalty: 3210.054932
	Iteration 117Q: 3 clusters Score -1824636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1824638.125000 Penalty: 3210.054932
	Iteration 118Q: 3 clusters Score -1824638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1824641.250000 Penalty: 3210.054932
	Iteration 119Q: 3 clusters Score -1824641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1824641.250000 Penalty: 3210.054932
	Iteration 120F: 3 clusters Score -1824641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -228605.640625 Penalty: 1265.516968
	Iteration 0F: 2 clusters Score -228605.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -226262.671875 Penalty: 2531.033936
	Iteration 0F: 3 clusters Score -226262.7 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -226808.093750 Penalty: 2531.033936
	Iteration 1F: 3 clusters Score -226808.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -226937.281250 Penalty: 2531.033936
	Iteration 2F: 3 clusters Score -226937.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -227029.265625 Penalty: 2531.033936
	Iteration 3F: 3 clusters Score -227029.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -227092.125000 Penalty: 2531.033936
	Iteration 4Q: 3 clusters Score -227092.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -227140.859375 Penalty: 2531.033936
	Iteration 5Q: 3 clusters Score -227140.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -227172.953125 Penalty: 2531.033936
	Iteration 6Q: 3 clusters Score -227173 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -227201.812500 Penalty: 2531.033936
	Iteration 7Q: 3 clusters Score -227201.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -227224.890625 Penalty: 2531.033936
	Iteration 8Q: 3 clusters Score -227224.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -227250.687500 Penalty: 2531.033936
	Iteration 9Q: 3 clusters Score -227250.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -227275.500000 Penalty: 2531.033936
	Iteration 10Q: 3 clusters Score -227275.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -227309.203125 Penalty: 2531.033936
	Iteration 11Q: 3 clusters Score -227309.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -227340.609375 Penalty: 2531.033936
	Iteration 12Q: 3 clusters Score -227340.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -227369.000000 Penalty: 2531.033936
	Iteration 13Q: 3 clusters Score -227369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -227396.593750 Penalty: 2531.033936
	Iteration 14Q: 3 clusters Score -227396.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -227423.046875 Penalty: 2531.033936
	Iteration 15Q: 3 clusters Score -227423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -227452.968750 Penalty: 2531.033936
	Iteration 16Q: 3 clusters Score -227453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -227483.125000 Penalty: 2531.033936
	Iteration 17Q: 3 clusters Score -227483.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -227509.359375 Penalty: 2531.033936
	Iteration 18Q: 3 clusters Score -227509.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -227528.656250 Penalty: 2531.033936
	Iteration 19Q: 3 clusters Score -227528.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -227542.890625 Penalty: 2531.033936
	Iteration 20F: 3 clusters Score -227542.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -227563.859375 Penalty: 2531.033936
	Iteration 21Q: 3 clusters Score -227563.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -227583.171875 Penalty: 2531.033936
	Iteration 22Q: 3 clusters Score -227583.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -227594.484375 Penalty: 2531.033936
	Iteration 23Q: 3 clusters Score -227594.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -227600.828125 Penalty: 2531.033936
	Iteration 24Q: 3 clusters Score -227600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -227603.968750 Penalty: 2531.033936
	Iteration 25Q: 3 clusters Score -227604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -227608.656250 Penalty: 2531.033936
	Iteration 26Q: 3 clusters Score -227608.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -227612.609375 Penalty: 2531.033936
	Iteration 27Q: 3 clusters Score -227612.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -227617.406250 Penalty: 2531.033936
	Iteration 28Q: 3 clusters Score -227617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -227619.781250 Penalty: 2531.033936
	Iteration 29Q: 3 clusters Score -227619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -227622.000000 Penalty: 2531.033936
	Iteration 30Q: 3 clusters Score -227622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -227625.265625 Penalty: 2531.033936
	Iteration 31Q: 3 clusters Score -227625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -227627.390625 Penalty: 2531.033936
	Iteration 32Q: 3 clusters Score -227627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -227628.703125 Penalty: 2531.033936
	Iteration 33Q: 3 clusters Score -227628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -227630.484375 Penalty: 2531.033936
	Iteration 34Q: 3 clusters Score -227630.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -227631.765625 Penalty: 2531.033936
	Iteration 35Q: 3 clusters Score -227631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -227632.421875 Penalty: 2531.033936
	Iteration 36Q: 3 clusters Score -227632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -227633.218750 Penalty: 2531.033936
	Iteration 37Q: 3 clusters Score -227633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -227634.406250 Penalty: 2531.033936
	Iteration 38Q: 3 clusters Score -227634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -227635.046875 Penalty: 2531.033936
	Iteration 39Q: 3 clusters Score -227635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -227635.328125 Penalty: 2531.033936
	Iteration 40F: 3 clusters Score -227635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -227635.484375 Penalty: 2531.033936
	Iteration 41Q: 3 clusters Score -227635.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -227635.953125 Penalty: 2531.033936
	Iteration 42Q: 3 clusters Score -227636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -227635.953125 Penalty: 2531.033936
	Iteration 43F: 3 clusters Score -227636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Entering Unmasked Estep 
Score: -1221729.250000 Penalty: 1535.046509
	Iteration 0F: 2 clusters Score -1221729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1212867.750000 Penalty: 3070.093018
	Iteration 0F: 3 clusters Score -1212868 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1215859.375000 Penalty: 3070.093018
	Iteration 1F: 3 clusters Score -1215859 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1216089.250000 Penalty: 3070.093018
	Iteration 2Q: 3 clusters Score -1216089 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1216341.500000 Penalty: 3070.093018
	Iteration 3Q: 3 clusters Score -1216342 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1216563.750000 Penalty: 3070.093018
	Iteration 4Q: 3 clusters Score -1216564 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1216757.500000 Penalty: 3070.093018
	Iteration 5Q: 3 clusters Score -1216758 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1216976.125000 Penalty: 3070.093018
	Iteration 6Q: 3 clusters Score -1216976 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1217196.125000 Penalty: 3070.093018
	Iteration 7Q: 3 clusters Score -1217196 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1217421.750000 Penalty: 3070.093018
	Iteration 8Q: 3 clusters Score -1217422 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1217670.750000 Penalty: 3070.093018
	Iteration 9Q: 3 clusters Score -1217671 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1217934.000000 Penalty: 3070.093018
	Iteration 10Q: 3 clusters Score -1217934 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1218229.375000 Penalty: 3070.093018
	Iteration 11Q: 3 clusters Score -1218229 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1218559.375000 Penalty: 3070.093018
	Iteration 12Q: 3 clusters Score -1218559 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1218893.000000 Penalty: 3070.093018
	Iteration 13Q: 3 clusters Score -1218893 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1219139.125000 Penalty: 3070.093018
	Iteration 14Q: 3 clusters Score -1219139 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1219297.125000 Penalty: 3070.093018
	Iteration 15Q: 3 clusters Score -1219297 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1219381.750000 Penalty: 3070.093018
	Iteration 16Q: 3 clusters Score -1219382 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1219435.250000 Penalty: 3070.093018
	Iteration 17Q: 3 clusters Score -1219435 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1219467.750000 Penalty: 3070.093018
	Iteration 18Q: 3 clusters Score -1219468 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1219488.500000 Penalty: 3070.093018
	Iteration 19Q: 3 clusters Score -1219488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1219509.250000 Penalty: 3070.093018
	Iteration 20F: 3 clusters Score -1219509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1219520.375000 Penalty: 3070.093018
	Iteration 21Q: 3 clusters Score -1219520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1219537.375000 Penalty: 3070.093018
	Iteration 22Q: 3 clusters Score -1219537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1219545.375000 Penalty: 3070.093018
	Iteration 23Q: 3 clusters Score -1219545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1219554.750000 Penalty: 3070.093018
	Iteration 24Q: 3 clusters Score -1219555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1219561.875000 Penalty: 3070.093018
	Iteration 25Q: 3 clusters Score -1219562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1219565.250000 Penalty: 3070.093018
	Iteration 26Q: 3 clusters Score -1219565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1219568.750000 Penalty: 3070.093018
	Iteration 27Q: 3 clusters Score -1219569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1219573.125000 Penalty: 3070.093018
	Iteration 28Q: 3 clusters Score -1219573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1219579.750000 Penalty: 3070.093018
	Iteration 29Q: 3 clusters Score -1219580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1219584.500000 Penalty: 3070.093018
	Iteration 30Q: 3 clusters Score -1219584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1219588.375000 Penalty: 3070.093018
	Iteration 31Q: 3 clusters Score -1219588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1219591.750000 Penalty: 3070.093018
	Iteration 32Q: 3 clusters Score -1219592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1219594.000000 Penalty: 3070.093018
	Iteration 33Q: 3 clusters Score -1219594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1219595.000000 Penalty: 3070.093018
	Iteration 34Q: 3 clusters Score -1219595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1219596.250000 Penalty: 3070.093018
	Iteration 35Q: 3 clusters Score -1219596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1219596.375000 Penalty: 3070.093018
	Iteration 36Q: 3 clusters Score -1219596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1219596.625000 Penalty: 3070.093018
	Iteration 37Q: 3 clusters Score -1219597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1219599.750000 Penalty: 3070.093018
	Iteration 38Q: 3 clusters Score -1219600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1219602.625000 Penalty: 3070.093018
	Iteration 39Q: 3 clusters Score -1219603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1219602.875000 Penalty: 3070.093018
	Iteration 40F: 3 clusters Score -1219603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1219606.750000 Penalty: 3070.093018
	Iteration 41Q: 3 clusters Score -1219607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1219608.125000 Penalty: 3070.093018
	Iteration 42Q: 3 clusters Score -1219608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1219615.000000 Penalty: 3070.093018
	Iteration 43Q: 3 clusters Score -1219615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1219617.125000 Penalty: 3070.093018
	Iteration 44Q: 3 clusters Score -1219617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1219621.375000 Penalty: 3070.093018
	Iteration 45Q: 3 clusters Score -1219621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1219628.625000 Penalty: 3070.093018
	Iteration 46Q: 3 clusters Score -1219629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1219632.875000 Penalty: 3070.093018
	Iteration 47Q: 3 clusters Score -1219633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1219635.250000 Penalty: 3070.093018
	Iteration 48Q: 3 clusters Score -1219635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1219639.625000 Penalty: 3070.093018
	Iteration 49Q: 3 clusters Score -1219640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1219646.125000 Penalty: 3070.093018
	Iteration 50Q: 3 clusters Score -1219646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1219648.000000 Penalty: 3070.093018
	Iteration 51Q: 3 clusters Score -1219648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1219653.750000 Penalty: 3070.093018
	Iteration 52Q: 3 clusters Score -1219654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1219660.750000 Penalty: 3070.093018
	Iteration 53Q: 3 clusters Score -1219661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1219664.375000 Penalty: 3070.093018
	Iteration 54Q: 3 clusters Score -1219664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1219662.375000 Penalty: 3070.093018
	Iteration 55Q: 3 clusters Score -1219662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1219663.500000 Penalty: 3070.093018
	Iteration 56Q: 3 clusters Score -1219664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1219662.125000 Penalty: 3070.093018
	Iteration 57Q: 3 clusters Score -1219662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1219663.250000 Penalty: 3070.093018
	Iteration 58Q: 3 clusters Score -1219663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1219668.750000 Penalty: 3070.093018
	Iteration 59Q: 3 clusters Score -1219669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1219666.500000 Penalty: 3070.093018
	Iteration 60F: 3 clusters Score -1219666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1219666.750000 Penalty: 3070.093018
	Iteration 61Q: 3 clusters Score -1219667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1219667.750000 Penalty: 3070.093018
	Iteration 62Q: 3 clusters Score -1219668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1219668.500000 Penalty: 3070.093018
	Iteration 63Q: 3 clusters Score -1219668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1219669.500000 Penalty: 3070.093018
	Iteration 64Q: 3 clusters Score -1219670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1219674.875000 Penalty: 3070.093018
	Iteration 65Q: 3 clusters Score -1219675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1219675.625000 Penalty: 3070.093018
	Iteration 66Q: 3 clusters Score -1219676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1219676.875000 Penalty: 3070.093018
	Iteration 67Q: 3 clusters Score -1219677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1219680.000000 Penalty: 3070.093018
	Iteration 68Q: 3 clusters Score -1219680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1219685.250000 Penalty: 3070.093018
	Iteration 69Q: 3 clusters Score -1219685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1219686.625000 Penalty: 3070.093018
	Iteration 70Q: 3 clusters Score -1219687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1219684.500000 Penalty: 3070.093018
	Iteration 71Q: 3 clusters Score -1219684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1219687.875000 Penalty: 3070.093018
	Iteration 72Q: 3 clusters Score -1219688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1219687.500000 Penalty: 3070.093018
	Iteration 73Q: 3 clusters Score -1219688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1219688.625000 Penalty: 3070.093018
	Iteration 74Q: 3 clusters Score -1219689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1219690.375000 Penalty: 3070.093018
	Iteration 75Q: 3 clusters Score -1219690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1219690.750000 Penalty: 3070.093018
	Iteration 76Q: 3 clusters Score -1219691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1219696.750000 Penalty: 3070.093018
	Iteration 77Q: 3 clusters Score -1219697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1219699.000000 Penalty: 3070.093018
	Iteration 78Q: 3 clusters Score -1219699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1219703.875000 Penalty: 3070.093018
	Iteration 79Q: 3 clusters Score -1219704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1219704.125000 Penalty: 3070.093018
	Iteration 80F: 3 clusters Score -1219704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1219706.875000 Penalty: 3070.093018
	Iteration 81Q: 3 clusters Score -1219707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1219709.000000 Penalty: 3070.093018
	Iteration 82Q: 3 clusters Score -1219709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1219717.750000 Penalty: 3070.093018
	Iteration 83Q: 3 clusters Score -1219718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1219724.625000 Penalty: 3070.093018
	Iteration 84Q: 3 clusters Score -1219725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1219737.375000 Penalty: 3070.093018
	Iteration 85Q: 3 clusters Score -1219737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1219746.000000 Penalty: 3070.093018
	Iteration 86Q: 3 clusters Score -1219746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1219753.750000 Penalty: 3070.093018
	Iteration 87Q: 3 clusters Score -1219754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1219765.125000 Penalty: 3070.093018
	Iteration 88Q: 3 clusters Score -1219765 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1219776.375000 Penalty: 3070.093018
	Iteration 89Q: 3 clusters Score -1219776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1219793.500000 Penalty: 3070.093018
	Iteration 90Q: 3 clusters Score -1219794 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1219815.500000 Penalty: 3070.093018
	Iteration 91Q: 3 clusters Score -1219816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1219835.625000 Penalty: 3070.093018
	Iteration 92Q: 3 clusters Score -1219836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1219860.375000 Penalty: 3070.093018
	Iteration 93Q: 3 clusters Score -1219860 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1219886.125000 Penalty: 3070.093018
	Iteration 94Q: 3 clusters Score -1219886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1219908.250000 Penalty: 3070.093018
	Iteration 95Q: 3 clusters Score -1219908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1219937.500000 Penalty: 3070.093018
	Iteration 96Q: 3 clusters Score -1219938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1219960.125000 Penalty: 3070.093018
	Iteration 97Q: 3 clusters Score -1219960 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1219992.875000 Penalty: 3070.093018
	Iteration 98Q: 3 clusters Score -1219993 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1220023.250000 Penalty: 3070.093018
	Iteration 99Q: 3 clusters Score -1220023 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1220056.125000 Penalty: 3070.093018
	Iteration 100F: 3 clusters Score -1220056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1220080.875000 Penalty: 3070.093018
	Iteration 101Q: 3 clusters Score -1220081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1220103.250000 Penalty: 3070.093018
	Iteration 102Q: 3 clusters Score -1220103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1220130.000000 Penalty: 3070.093018
	Iteration 103Q: 3 clusters Score -1220130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1220158.625000 Penalty: 3070.093018
	Iteration 104Q: 3 clusters Score -1220159 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1220188.250000 Penalty: 3070.093018
	Iteration 105Q: 3 clusters Score -1220188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1220228.000000 Penalty: 3070.093018
	Iteration 106Q: 3 clusters Score -1220228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1220259.750000 Penalty: 3070.093018
	Iteration 107Q: 3 clusters Score -1220260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1220305.375000 Penalty: 3070.093018
	Iteration 108Q: 3 clusters Score -1220305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1220339.875000 Penalty: 3070.093018
	Iteration 109Q: 3 clusters Score -1220340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1220376.750000 Penalty: 3070.093018
	Iteration 110Q: 3 clusters Score -1220377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1220402.750000 Penalty: 3070.093018
	Iteration 111Q: 3 clusters Score -1220403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1220421.875000 Penalty: 3070.093018
	Iteration 112Q: 3 clusters Score -1220422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1220438.750000 Penalty: 3070.093018
	Iteration 113Q: 3 clusters Score -1220439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1220449.125000 Penalty: 3070.093018
	Iteration 114Q: 3 clusters Score -1220449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1220455.625000 Penalty: 3070.093018
	Iteration 115Q: 3 clusters Score -1220456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1220465.875000 Penalty: 3070.093018
	Iteration 116Q: 3 clusters Score -1220466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1220472.750000 Penalty: 3070.093018
	Iteration 117Q: 3 clusters Score -1220473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1220481.375000 Penalty: 3070.093018
	Iteration 118Q: 3 clusters Score -1220481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1220490.375000 Penalty: 3070.093018
	Iteration 119Q: 3 clusters Score -1220490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1220492.750000 Penalty: 3070.093018
	Iteration 120F: 3 clusters Score -1220493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1220494.500000 Penalty: 3070.093018
	Iteration 121Q: 3 clusters Score -1220494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1220496.125000 Penalty: 3070.093018
	Iteration 122Q: 3 clusters Score -1220496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1220496.750000 Penalty: 3070.093018
	Iteration 123Q: 3 clusters Score -1220497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1220498.875000 Penalty: 3070.093018
	Iteration 124Q: 3 clusters Score -1220499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1220498.875000 Penalty: 3070.093018
	Iteration 125Q: 3 clusters Score -1220499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1220500.750000 Penalty: 3070.093018
	Iteration 126Q: 3 clusters Score -1220501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1220501.625000 Penalty: 3070.093018
	Iteration 127Q: 3 clusters Score -1220502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1220506.500000 Penalty: 3070.093018
	Iteration 128Q: 3 clusters Score -1220506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1220507.375000 Penalty: 3070.093018
	Iteration 129Q: 3 clusters Score -1220507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1220508.000000 Penalty: 3070.093018
	Iteration 130Q: 3 clusters Score -1220508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1220511.250000 Penalty: 3070.093018
	Iteration 131Q: 3 clusters Score -1220511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1220512.625000 Penalty: 3070.093018
	Iteration 132Q: 3 clusters Score -1220513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1220511.500000 Penalty: 3070.093018
	Iteration 133Q: 3 clusters Score -1220512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1220512.375000 Penalty: 3070.093018
	Iteration 134Q: 3 clusters Score -1220512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1220511.250000 Penalty: 3070.093018
	Iteration 135Q: 3 clusters Score -1220511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1220511.250000 Penalty: 3070.093018
	Iteration 136F: 3 clusters Score -1220511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Entering Unmasked Estep 
Score: -354749.031250 Penalty: 1339.276733
	Iteration 0F: 2 clusters Score -354749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -351563.625000 Penalty: 2678.553467
	Iteration 0F: 3 clusters Score -351563.6 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -352410.281250 Penalty: 2678.553467
	Iteration 1F: 3 clusters Score -352410.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -352607.562500 Penalty: 2678.553467
	Iteration 2F: 3 clusters Score -352607.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -352781.750000 Penalty: 2678.553467
	Iteration 3F: 3 clusters Score -352781.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -352916.437500 Penalty: 2678.553467
	Iteration 4F: 3 clusters Score -352916.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -353076.062500 Penalty: 2678.553467
	Iteration 5Q: 3 clusters Score -353076.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -353245.812500 Penalty: 2678.553467
	Iteration 6Q: 3 clusters Score -353245.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -353397.187500 Penalty: 2678.553467
	Iteration 7Q: 3 clusters Score -353397.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -353562.500000 Penalty: 2678.553467
	Iteration 8Q: 3 clusters Score -353562.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -353727.812500 Penalty: 2678.553467
	Iteration 9Q: 3 clusters Score -353727.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -353911.312500 Penalty: 2678.553467
	Iteration 10Q: 3 clusters Score -353911.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -354107.937500 Penalty: 2678.553467
	Iteration 11Q: 3 clusters Score -354107.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -354359.812500 Penalty: 2678.553467
	Iteration 12Q: 3 clusters Score -354359.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -354564.687500 Penalty: 2678.553467
	Iteration 13Q: 3 clusters Score -354564.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -354714.343750 Penalty: 2678.553467
	Iteration 14Q: 3 clusters Score -354714.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -354778.375000 Penalty: 2678.553467
	Iteration 15Q: 3 clusters Score -354778.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -354803.437500 Penalty: 2678.553467
	Iteration 16Q: 3 clusters Score -354803.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -354819.125000 Penalty: 2678.553467
	Iteration 17Q: 3 clusters Score -354819.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -354825.812500 Penalty: 2678.553467
	Iteration 18Q: 3 clusters Score -354825.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -354829.468750 Penalty: 2678.553467
	Iteration 19Q: 3 clusters Score -354829.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -354829.843750 Penalty: 2678.553467
	Iteration 20F: 3 clusters Score -354829.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -354832.531250 Penalty: 2678.553467
	Iteration 21Q: 3 clusters Score -354832.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -354837.718750 Penalty: 2678.553467
	Iteration 22Q: 3 clusters Score -354837.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -354841.312500 Penalty: 2678.553467
	Iteration 23Q: 3 clusters Score -354841.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -354845.937500 Penalty: 2678.553467
	Iteration 24Q: 3 clusters Score -354845.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -354849.531250 Penalty: 2678.553467
	Iteration 25Q: 3 clusters Score -354849.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -354852.562500 Penalty: 2678.553467
	Iteration 26Q: 3 clusters Score -354852.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -354854.093750 Penalty: 2678.553467
	Iteration 27Q: 3 clusters Score -354854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -354856.875000 Penalty: 2678.553467
	Iteration 28Q: 3 clusters Score -354856.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -354859.875000 Penalty: 2678.553467
	Iteration 29Q: 3 clusters Score -354859.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -354863.218750 Penalty: 2678.553467
	Iteration 30Q: 3 clusters Score -354863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -354864.625000 Penalty: 2678.553467
	Iteration 31Q: 3 clusters Score -354864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -354866.593750 Penalty: 2678.553467
	Iteration 32Q: 3 clusters Score -354866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -354866.187500 Penalty: 2678.553467
	Iteration 33Q: 3 clusters Score -354866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -354867.531250 Penalty: 2678.553467
	Iteration 34Q: 3 clusters Score -354867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -354867.312500 Penalty: 2678.553467
	Iteration 35Q: 3 clusters Score -354867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -354867.312500 Penalty: 2678.553467
	Iteration 36F: 3 clusters Score -354867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3313 members 
Mstep: Class 3 contains 18650 members 
Mstep: Class 4 contains 4111 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 45456 members 
Mstep: Class 8 contains 19479 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 12663 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 121954 members 
Mstep: Class 14 contains 9428 members 
Mstep: Class 15 contains 11709 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5632 members 
Mstep: Class 18 contains 8301 members 
Mstep: Class 19 contains 17282 members 
Mstep: Class 20 contains 15619 members 
Mstep: Class 21 contains 24383 members 
Mstep: Class 22 contains 41887 members 
Mstep: Class 23 contains 14336 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 82965 members 
Mstep: Class 26 contains 1304 members 
Entering Unmasked Estep 
Score: -44835228.000000 Penalty: 55278.062500
Splitting cluster 11 changes total score from -44835868.000000 to -44835228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -156585.531250 Penalty: 1203.886230
	Iteration 0F: 2 clusters Score -156585.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -154723.234375 Penalty: 2407.772461
	Iteration 0F: 3 clusters Score -154723.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -155081.421875 Penalty: 2407.772461
	Iteration 1F: 3 clusters Score -155081.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -155157.000000 Penalty: 2407.772461
	Iteration 2F: 3 clusters Score -155157 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -155196.328125 Penalty: 2407.772461
	Iteration 3Q: 3 clusters Score -155196.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -155218.734375 Penalty: 2407.772461
	Iteration 4Q: 3 clusters Score -155218.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -155238.781250 Penalty: 2407.772461
	Iteration 5Q: 3 clusters Score -155238.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -155253.203125 Penalty: 2407.772461
	Iteration 6Q: 3 clusters Score -155253.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -155267.000000 Penalty: 2407.772461
	Iteration 7Q: 3 clusters Score -155267 nChanged 20
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: -155277.953125 Penalty: 2407.772461
	Iteration 8Q: 3 clusters Score -155278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -155286.734375 Penalty: 2407.772461
	Iteration 9Q: 3 clusters Score -155286.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -155301.171875 Penalty: 2407.772461
	Iteration 10Q: 3 clusters Score -155301.2 nChanged 13
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: -155307.375000 Penalty: 2407.772461
	Iteration 11Q: 3 clusters Score -155307.4 nChanged 9
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: -155313.390625 Penalty: 2407.772461
	Iteration 12Q: 3 clusters Score -155313.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -155323.296875 Penalty: 2407.772461
	Iteration 13Q: 3 clusters Score -155323.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -155331.734375 Penalty: 2407.772461
	Iteration 14Q: 3 clusters Score -155331.7 nChanged 15
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: -155339.750000 Penalty: 2407.772461
	Iteration 15Q: 3 clusters Score -155339.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -155346.609375 Penalty: 2407.772461
	Iteration 16Q: 3 clusters Score -155346.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -155353.828125 Penalty: 2407.772461
	Iteration 17Q: 3 clusters Score -155353.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -155359.734375 Penalty: 2407.772461
	Iteration 18Q: 3 clusters Score -155359.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -155364.609375 Penalty: 2407.772461
	Iteration 19Q: 3 clusters Score -155364.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -155372.125000 Penalty: 2407.772461
	Iteration 20F: 3 clusters Score -155372.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -155376.203125 Penalty: 2407.772461
	Iteration 21Q: 3 clusters Score -155376.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -155379.546875 Penalty: 2407.772461
	Iteration 22Q: 3 clusters Score -155379.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -155383.031250 Penalty: 2407.772461
	Iteration 23Q: 3 clusters Score -155383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -155387.562500 Penalty: 2407.772461
	Iteration 24Q: 3 clusters Score -155387.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -155390.421875 Penalty: 2407.772461
	Iteration 25Q: 3 clusters Score -155390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -155393.453125 Penalty: 2407.772461
	Iteration 26Q: 3 clusters Score -155393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -155395.031250 Penalty: 2407.772461
	Iteration 27Q: 3 clusters Score -155395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -155397.156250 Penalty: 2407.772461
	Iteration 28Q: 3 clusters Score -155397.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -155400.125000 Penalty: 2407.772461
	Iteration 29Q: 3 clusters Score -155400.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -155402.468750 Penalty: 2407.772461
	Iteration 30Q: 3 clusters Score -155402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -155405.171875 Penalty: 2407.772461
	Iteration 31Q: 3 clusters Score -155405.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -155408.640625 Penalty: 2407.772461
	Iteration 32Q: 3 clusters Score -155408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -155410.765625 Penalty: 2407.772461
	Iteration 33Q: 3 clusters Score -155410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -155411.578125 Penalty: 2407.772461
	Iteration 34Q: 3 clusters Score -155411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -155411.578125 Penalty: 2407.772461
	Iteration 35F: 3 clusters Score -155411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (121954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121954 members 
Entering Unmasked Estep 
Score: -11722048.000000 Penalty: 1903.102295
	Iteration 0F: 2 clusters Score -1.172205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 61384 members 
Entering Unmasked Estep 
Score: -11640574.000000 Penalty: 3806.204590
	Iteration 0F: 3 clusters Score -1.164057e+07 nChanged 58744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -11675854.000000 Penalty: 3806.204590
	Iteration 1F: 3 clusters Score -1.167585e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -11678516.000000 Penalty: 3806.204590
	Iteration 2Q: 3 clusters Score -1.167852e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -11683255.000000 Penalty: 3806.204590
	Iteration 3F: 3 clusters Score -1.168326e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -11691256.000000 Penalty: 3806.204590
	Iteration 4F: 3 clusters Score -1.169126e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -11701446.000000 Penalty: 3806.204590
	Iteration 5F: 3 clusters Score -1.170145e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 110101 members 
Entering Unmasked Estep 
Score: -11710226.000000 Penalty: 3806.204590
	Iteration 6F: 3 clusters Score -1.171023e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 115703 members 
Entering Unmasked Estep 
Score: -11715377.000000 Penalty: 3806.204590
	Iteration 7Q: 3 clusters Score -1.171538e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -11718067.000000 Penalty: 3806.204590
	Iteration 8Q: 3 clusters Score -1.171807e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 120128 members 
Entering Unmasked Estep 
Score: -11719265.000000 Penalty: 3806.204590
	Iteration 9Q: 3 clusters Score -1.171926e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 120744 members 
Entering Unmasked Estep 
Score: -11719944.000000 Penalty: 3806.204590
	Iteration 10Q: 3 clusters Score -1.171994e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 120947 members 
Entering Unmasked Estep 
Score: -11720255.000000 Penalty: 3806.204590
	Iteration 11Q: 3 clusters Score -1.172026e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 121002 members 
Entering Unmasked Estep 
Score: -11720408.000000 Penalty: 3806.204590
	Iteration 12Q: 3 clusters Score -1.172041e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 120994 members 
Entering Unmasked Estep 
Score: -11720548.000000 Penalty: 3806.204590
	Iteration 13Q: 3 clusters Score -1.172055e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 120970 members 
Entering Unmasked Estep 
Score: -11720640.000000 Penalty: 3806.204590
	Iteration 14Q: 3 clusters Score -1.172064e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 120921 members 
Entering Unmasked Estep 
Score: -11720735.000000 Penalty: 3806.204590
	Iteration 15Q: 3 clusters Score -1.172074e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 120859 members 
Entering Unmasked Estep 
Score: -11720817.000000 Penalty: 3806.204590
	Iteration 16Q: 3 clusters Score -1.172082e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 120792 members 
Entering Unmasked Estep 
Score: -11720894.000000 Penalty: 3806.204590
	Iteration 17Q: 3 clusters Score -1.172089e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 120707 members 
Entering Unmasked Estep 
Score: -11720933.000000 Penalty: 3806.204590
	Iteration 18Q: 3 clusters Score -1.172093e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 120640 members 
Entering Unmasked Estep 
Score: -11720974.000000 Penalty: 3806.204590
	Iteration 19Q: 3 clusters Score -1.172097e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 120577 members 
Entering Unmasked Estep 
Score: -11721030.000000 Penalty: 3806.204590
	Iteration 20F: 3 clusters Score -1.172103e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 120513 members 
Entering Unmasked Estep 
Score: -11721074.000000 Penalty: 3806.204590
	Iteration 21Q: 3 clusters Score -1.172107e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 120466 members 
Entering Unmasked Estep 
Score: -11721088.000000 Penalty: 3806.204590
	Iteration 22Q: 3 clusters Score -1.172109e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 120425 members 
Entering Unmasked Estep 
Score: -11721105.000000 Penalty: 3806.204590
	Iteration 23Q: 3 clusters Score -1.17211e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 120391 members 
Entering Unmasked Estep 
Score: -11721117.000000 Penalty: 3806.204590
	Iteration 24Q: 3 clusters Score -1.172112e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 120360 members 
Entering Unmasked Estep 
Score: -11721130.000000 Penalty: 3806.204590
	Iteration 25Q: 3 clusters Score -1.172113e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 120338 members 
Entering Unmasked Estep 
Score: -11721160.000000 Penalty: 3806.204590
	Iteration 26Q: 3 clusters Score -1.172116e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 120327 members 
Entering Unmasked Estep 
Score: -11721169.000000 Penalty: 3806.204590
	Iteration 27Q: 3 clusters Score -1.172117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 120308 members 
Entering Unmasked Estep 
Score: -11721177.000000 Penalty: 3806.204590
	Iteration 28Q: 3 clusters Score -1.172118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 120301 members 
Entering Unmasked Estep 
Score: -11721185.000000 Penalty: 3806.204590
	Iteration 29Q: 3 clusters Score -1.172118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 120296 members 
Entering Unmasked Estep 
Score: -11721194.000000 Penalty: 3806.204590
	Iteration 30Q: 3 clusters Score -1.172119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 120296 members 
Entering Unmasked Estep 
Score: -11721204.000000 Penalty: 3806.204590
	Iteration 31Q: 3 clusters Score -1.17212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 120291 members 
Entering Unmasked Estep 
Score: -11721203.000000 Penalty: 3806.204590
	Iteration 32Q: 3 clusters Score -1.17212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 120287 members 
Entering Unmasked Estep 
Score: -11721203.000000 Penalty: 3806.204590
	Iteration 33Q: 3 clusters Score -1.17212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -11721201.000000 Penalty: 3806.204590
	Iteration 34Q: 3 clusters Score -1.17212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -11721199.000000 Penalty: 3806.204590
	Iteration 35Q: 3 clusters Score -1.17212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -11721199.000000 Penalty: 3806.204590
	Iteration 36F: 3 clusters Score -1.17212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Entering Unmasked Estep 
Score: -885656.812500 Penalty: 1487.108887
	Iteration 0F: 2 clusters Score -885656.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -878833.500000 Penalty: 2974.217773
	Iteration 0F: 3 clusters Score -878833.5 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -881000.187500 Penalty: 2974.217773
	Iteration 1F: 3 clusters Score -881000.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -881175.187500 Penalty: 2974.217773
	Iteration 2Q: 3 clusters Score -881175.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -881297.375000 Penalty: 2974.217773
	Iteration 3Q: 3 clusters Score -881297.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -881397.562500 Penalty: 2974.217773
	Iteration 4Q: 3 clusters Score -881397.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -881490.250000 Penalty: 2974.217773
	Iteration 5Q: 3 clusters Score -881490.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -881591.187500 Penalty: 2974.217773
	Iteration 6Q: 3 clusters Score -881591.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -881700.500000 Penalty: 2974.217773
	Iteration 7Q: 3 clusters Score -881700.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -881820.250000 Penalty: 2974.217773
	Iteration 8Q: 3 clusters Score -881820.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -881981.312500 Penalty: 2974.217773
	Iteration 9Q: 3 clusters Score -881981.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -882192.812500 Penalty: 2974.217773
	Iteration 10Q: 3 clusters Score -882192.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -882392.375000 Penalty: 2974.217773
	Iteration 11Q: 3 clusters Score -882392.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -882579.875000 Penalty: 2974.217773
	Iteration 12Q: 3 clusters Score -882579.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -882737.750000 Penalty: 2974.217773
	Iteration 13Q: 3 clusters Score -882737.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -882900.500000 Penalty: 2974.217773
	Iteration 14Q: 3 clusters Score -882900.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -883051.437500 Penalty: 2974.217773
	Iteration 15Q: 3 clusters Score -883051.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -883201.562500 Penalty: 2974.217773
	Iteration 16Q: 3 clusters Score -883201.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -883342.125000 Penalty: 2974.217773
	Iteration 17Q: 3 clusters Score -883342.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -883476.875000 Penalty: 2974.217773
	Iteration 18Q: 3 clusters Score -883476.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -883603.437500 Penalty: 2974.217773
	Iteration 19Q: 3 clusters Score -883603.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -883738.312500 Penalty: 2974.217773
	Iteration 20F: 3 clusters Score -883738.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -883884.000000 Penalty: 2974.217773
	Iteration 21Q: 3 clusters Score -883884 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -884030.187500 Penalty: 2974.217773
	Iteration 22Q: 3 clusters Score -884030.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -884152.625000 Penalty: 2974.217773
	Iteration 23Q: 3 clusters Score -884152.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -884257.500000 Penalty: 2974.217773
	Iteration 24Q: 3 clusters Score -884257.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -884332.250000 Penalty: 2974.217773
	Iteration 25Q: 3 clusters Score -884332.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -884395.875000 Penalty: 2974.217773
	Iteration 26Q: 3 clusters Score -884395.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -884464.125000 Penalty: 2974.217773
	Iteration 27Q: 3 clusters Score -884464.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -884523.437500 Penalty: 2974.217773
	Iteration 28Q: 3 clusters Score -884523.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -884578.062500 Penalty: 2974.217773
	Iteration 29Q: 3 clusters Score -884578.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -884617.375000 Penalty: 2974.217773
	Iteration 30Q: 3 clusters Score -884617.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -884648.937500 Penalty: 2974.217773
	Iteration 31Q: 3 clusters Score -884648.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -884665.937500 Penalty: 2974.217773
	Iteration 32Q: 3 clusters Score -884665.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -884682.687500 Penalty: 2974.217773
	Iteration 33Q: 3 clusters Score -884682.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -884697.000000 Penalty: 2974.217773
	Iteration 34Q: 3 clusters Score -884697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -884711.000000 Penalty: 2974.217773
	Iteration 35Q: 3 clusters Score -884711 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -884727.125000 Penalty: 2974.217773
	Iteration 36Q: 3 clusters Score -884727.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -884741.875000 Penalty: 2974.217773
	Iteration 37Q: 3 clusters Score -884741.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -884752.312500 Penalty: 2974.217773
	Iteration 38Q: 3 clusters Score -884752.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -884759.625000 Penalty: 2974.217773
	Iteration 39Q: 3 clusters Score -884759.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -884769.375000 Penalty: 2974.217773
	Iteration 40F: 3 clusters Score -884769.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -884772.875000 Penalty: 2974.217773
	Iteration 41Q: 3 clusters Score -884772.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -884779.625000 Penalty: 2974.217773
	Iteration 42Q: 3 clusters Score -884779.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -884786.312500 Penalty: 2974.217773
	Iteration 43Q: 3 clusters Score -884786.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -884788.875000 Penalty: 2974.217773
	Iteration 44Q: 3 clusters Score -884788.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -884797.937500 Penalty: 2974.217773
	Iteration 45Q: 3 clusters Score -884797.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -884804.312500 Penalty: 2974.217773
	Iteration 46Q: 3 clusters Score -884804.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -884811.312500 Penalty: 2974.217773
	Iteration 47Q: 3 clusters Score -884811.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -884819.062500 Penalty: 2974.217773
	Iteration 48Q: 3 clusters Score -884819.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -884822.687500 Penalty: 2974.217773
	Iteration 49Q: 3 clusters Score -884822.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -884825.750000 Penalty: 2974.217773
	Iteration 50Q: 3 clusters Score -884825.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -884828.312500 Penalty: 2974.217773
	Iteration 51Q: 3 clusters Score -884828.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -884829.812500 Penalty: 2974.217773
	Iteration 52Q: 3 clusters Score -884829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -884831.687500 Penalty: 2974.217773
	Iteration 53Q: 3 clusters Score -884831.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -884834.250000 Penalty: 2974.217773
	Iteration 54Q: 3 clusters Score -884834.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -884836.125000 Penalty: 2974.217773
	Iteration 55Q: 3 clusters Score -884836.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -884837.875000 Penalty: 2974.217773
	Iteration 56Q: 3 clusters Score -884837.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -884840.000000 Penalty: 2974.217773
	Iteration 57Q: 3 clusters Score -884840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -884838.062500 Penalty: 2974.217773
	Iteration 58Q: 3 clusters Score -884838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -884839.000000 Penalty: 2974.217773
	Iteration 59Q: 3 clusters Score -884839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -884840.250000 Penalty: 2974.217773
	Iteration 60F: 3 clusters Score -884840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -884840.000000 Penalty: 2974.217773
	Iteration 61Q: 3 clusters Score -884840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -884840.187500 Penalty: 2974.217773
	Iteration 62Q: 3 clusters Score -884840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -884842.250000 Penalty: 2974.217773
	Iteration 63Q: 3 clusters Score -884842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -884841.125000 Penalty: 2974.217773
	Iteration 64Q: 3 clusters Score -884841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -884840.750000 Penalty: 2974.217773
	Iteration 65Q: 3 clusters Score -884840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -884842.125000 Penalty: 2974.217773
	Iteration 66Q: 3 clusters Score -884842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -884842.125000 Penalty: 2974.217773
	Iteration 67F: 3 clusters Score -884842.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Entering Unmasked Estep 
Score: -1129119.500000 Penalty: 1522.318237
	Iteration 0F: 2 clusters Score -1129120 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 5998 members 
Entering Unmasked Estep 
Score: -1120877.375000 Penalty: 3044.636475
	Iteration 0F: 3 clusters Score -1120877 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1123668.625000 Penalty: 3044.636475
	Iteration 1F: 3 clusters Score -1123669 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1124037.000000 Penalty: 3044.636475
	Iteration 2F: 3 clusters Score -1124037 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1124459.125000 Penalty: 3044.636475
	Iteration 3F: 3 clusters Score -1124459 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1124981.750000 Penalty: 3044.636475
	Iteration 4F: 3 clusters Score -1124982 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1125615.000000 Penalty: 3044.636475
	Iteration 5F: 3 clusters Score -1125615 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1126275.250000 Penalty: 3044.636475
	Iteration 6F: 3 clusters Score -1126275 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1126860.125000 Penalty: 3044.636475
	Iteration 7F: 3 clusters Score -1126860 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1127263.250000 Penalty: 3044.636475
	Iteration 8Q: 3 clusters Score -1127263 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1127497.500000 Penalty: 3044.636475
	Iteration 9Q: 3 clusters Score -1127498 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1127647.500000 Penalty: 3044.636475
	Iteration 10Q: 3 clusters Score -1127648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1127746.250000 Penalty: 3044.636475
	Iteration 11Q: 3 clusters Score -1127746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1127809.625000 Penalty: 3044.636475
	Iteration 12Q: 3 clusters Score -1127810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1127854.000000 Penalty: 3044.636475
	Iteration 13Q: 3 clusters Score -1127854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1127867.000000 Penalty: 3044.636475
	Iteration 14Q: 3 clusters Score -1127867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1127880.250000 Penalty: 3044.636475
	Iteration 15Q: 3 clusters Score -1127880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1127892.125000 Penalty: 3044.636475
	Iteration 16Q: 3 clusters Score -1127892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1127899.625000 Penalty: 3044.636475
	Iteration 17Q: 3 clusters Score -1127900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1127907.250000 Penalty: 3044.636475
	Iteration 18Q: 3 clusters Score -1127907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1127911.625000 Penalty: 3044.636475
	Iteration 19Q: 3 clusters Score -1127912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1127916.125000 Penalty: 3044.636475
	Iteration 20F: 3 clusters Score -1127916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1127924.000000 Penalty: 3044.636475
	Iteration 21Q: 3 clusters Score -1127924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1127928.625000 Penalty: 3044.636475
	Iteration 22Q: 3 clusters Score -1127929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1127928.250000 Penalty: 3044.636475
	Iteration 23Q: 3 clusters Score -1127928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1127929.000000 Penalty: 3044.636475
	Iteration 24Q: 3 clusters Score -1127929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1127931.125000 Penalty: 3044.636475
	Iteration 25Q: 3 clusters Score -1127931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1127931.500000 Penalty: 3044.636475
	Iteration 26Q: 3 clusters Score -1127932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1127934.500000 Penalty: 3044.636475
	Iteration 27Q: 3 clusters Score -1127934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1127935.875000 Penalty: 3044.636475
	Iteration 28Q: 3 clusters Score -1127936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1127936.375000 Penalty: 3044.636475
	Iteration 29Q: 3 clusters Score -1127936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1127936.875000 Penalty: 3044.636475
	Iteration 30Q: 3 clusters Score -1127937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1127939.250000 Penalty: 3044.636475
	Iteration 31Q: 3 clusters Score -1127939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1127939.250000 Penalty: 3044.636475
	Iteration 32Q: 3 clusters Score -1127939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1127938.875000 Penalty: 3044.636475
	Iteration 33Q: 3 clusters Score -1127939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1127940.250000 Penalty: 3044.636475
	Iteration 34Q: 3 clusters Score -1127940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1127940.250000 Penalty: 3044.636475
	Iteration 35F: 3 clusters Score -1127940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -53411.945312 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -53411.95 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 297 members 
Entering Unmasked Estep 
Score: -52290.269531 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -52290.27 nChanged 132
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: -52444.675781 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -52444.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52503.320312 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -52503.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52527.550781 Penalty: 2064.604492
	Iteration 3Q: 3 clusters Score -52527.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52536.699219 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -52536.7 nChanged 4
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: -52543.089844 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -52543.09 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: -52550.035156 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -52550.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52556.804688 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -52556.8 nChanged 2
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: -52560.125000 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -52560.12 nChanged 0
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: -52560.125000 Penalty: 2064.604492
	Iteration 9F: 3 clusters Score -52560.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Entering Unmasked Estep 
Score: -548644.687500 Penalty: 1403.385742
	Iteration 0F: 2 clusters Score -548644.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -544304.500000 Penalty: 2806.771484
	Iteration 0F: 3 clusters Score -544304.5 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -545573.562500 Penalty: 2806.771484
	Iteration 1F: 3 clusters Score -545573.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -545743.125000 Penalty: 2806.771484
	Iteration 2F: 3 clusters Score -545743.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -545849.812500 Penalty: 2806.771484
	Iteration 3Q: 3 clusters Score -545849.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -545922.750000 Penalty: 2806.771484
	Iteration 4Q: 3 clusters Score -545922.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -545998.875000 Penalty: 2806.771484
	Iteration 5Q: 3 clusters Score -545998.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -546060.625000 Penalty: 2806.771484
	Iteration 6Q: 3 clusters Score -546060.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -546107.812500 Penalty: 2806.771484
	Iteration 7Q: 3 clusters Score -546107.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -546149.812500 Penalty: 2806.771484
	Iteration 8Q: 3 clusters Score -546149.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -546194.437500 Penalty: 2806.771484
	Iteration 9Q: 3 clusters Score -546194.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -546235.875000 Penalty: 2806.771484
	Iteration 10Q: 3 clusters Score -546235.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -546269.625000 Penalty: 2806.771484
	Iteration 11Q: 3 clusters Score -546269.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -546308.875000 Penalty: 2806.771484
	Iteration 12Q: 3 clusters Score -546308.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -546352.812500 Penalty: 2806.771484
	Iteration 13Q: 3 clusters Score -546352.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -546392.187500 Penalty: 2806.771484
	Iteration 14Q: 3 clusters Score -546392.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -546432.687500 Penalty: 2806.771484
	Iteration 15Q: 3 clusters Score -546432.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -546476.687500 Penalty: 2806.771484
	Iteration 16Q: 3 clusters Score -546476.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -546535.687500 Penalty: 2806.771484
	Iteration 17Q: 3 clusters Score -546535.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -546600.437500 Penalty: 2806.771484
	Iteration 18Q: 3 clusters Score -546600.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -546663.000000 Penalty: 2806.771484
	Iteration 19Q: 3 clusters Score -546663 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -546728.062500 Penalty: 2806.771484
	Iteration 20F: 3 clusters Score -546728.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -546806.937500 Penalty: 2806.771484
	Iteration 21Q: 3 clusters Score -546806.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -546902.187500 Penalty: 2806.771484
	Iteration 22Q: 3 clusters Score -546902.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -546993.312500 Penalty: 2806.771484
	Iteration 23Q: 3 clusters Score -546993.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -547064.625000 Penalty: 2806.771484
	Iteration 24Q: 3 clusters Score -547064.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -547140.312500 Penalty: 2806.771484
	Iteration 25Q: 3 clusters Score -547140.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -547192.875000 Penalty: 2806.771484
	Iteration 26Q: 3 clusters Score -547192.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -547227.062500 Penalty: 2806.771484
	Iteration 27Q: 3 clusters Score -547227.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -547267.000000 Penalty: 2806.771484
	Iteration 28Q: 3 clusters Score -547267 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -547293.375000 Penalty: 2806.771484
	Iteration 29Q: 3 clusters Score -547293.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -547312.125000 Penalty: 2806.771484
	Iteration 30Q: 3 clusters Score -547312.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -547330.375000 Penalty: 2806.771484
	Iteration 31Q: 3 clusters Score -547330.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -547350.437500 Penalty: 2806.771484
	Iteration 32Q: 3 clusters Score -547350.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -547378.750000 Penalty: 2806.771484
	Iteration 33Q: 3 clusters Score -547378.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -547396.875000 Penalty: 2806.771484
	Iteration 34Q: 3 clusters Score -547396.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -547407.187500 Penalty: 2806.771484
	Iteration 35Q: 3 clusters Score -547407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -547410.250000 Penalty: 2806.771484
	Iteration 36Q: 3 clusters Score -547410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -547415.187500 Penalty: 2806.771484
	Iteration 37Q: 3 clusters Score -547415.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -547418.937500 Penalty: 2806.771484
	Iteration 38Q: 3 clusters Score -547418.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -547423.250000 Penalty: 2806.771484
	Iteration 39Q: 3 clusters Score -547423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -547426.437500 Penalty: 2806.771484
	Iteration 40F: 3 clusters Score -547426.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -547431.687500 Penalty: 2806.771484
	Iteration 41Q: 3 clusters Score -547431.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -547438.875000 Penalty: 2806.771484
	Iteration 42Q: 3 clusters Score -547438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -547440.812500 Penalty: 2806.771484
	Iteration 43Q: 3 clusters Score -547440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -547441.875000 Penalty: 2806.771484
	Iteration 44Q: 3 clusters Score -547441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -547442.500000 Penalty: 2806.771484
	Iteration 45Q: 3 clusters Score -547442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -547443.375000 Penalty: 2806.771484
	Iteration 46Q: 3 clusters Score -547443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -547443.000000 Penalty: 2806.771484
	Iteration 47Q: 3 clusters Score -547443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -547444.500000 Penalty: 2806.771484
	Iteration 48Q: 3 clusters Score -547444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -547445.000000 Penalty: 2806.771484
	Iteration 49Q: 3 clusters Score -547445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -547445.000000 Penalty: 2806.771484
	Iteration 50F: 3 clusters Score -547445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Entering Unmasked Estep 
Score: -800077.250000 Penalty: 1466.421265
	Iteration 0F: 2 clusters Score -800077.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -793968.750000 Penalty: 2932.842529
	Iteration 0F: 3 clusters Score -793968.8 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -795831.312500 Penalty: 2932.842529
	Iteration 1F: 3 clusters Score -795831.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -796022.437500 Penalty: 2932.842529
	Iteration 2F: 3 clusters Score -796022.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -796172.250000 Penalty: 2932.842529
	Iteration 3Q: 3 clusters Score -796172.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -796289.750000 Penalty: 2932.842529
	Iteration 4Q: 3 clusters Score -796289.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -796400.187500 Penalty: 2932.842529
	Iteration 5Q: 3 clusters Score -796400.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -796498.625000 Penalty: 2932.842529
	Iteration 6Q: 3 clusters Score -796498.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -796596.750000 Penalty: 2932.842529
	Iteration 7Q: 3 clusters Score -796596.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -796693.437500 Penalty: 2932.842529
	Iteration 8Q: 3 clusters Score -796693.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -796798.687500 Penalty: 2932.842529
	Iteration 9Q: 3 clusters Score -796798.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -796892.250000 Penalty: 2932.842529
	Iteration 10Q: 3 clusters Score -796892.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -796986.250000 Penalty: 2932.842529
	Iteration 11Q: 3 clusters Score -796986.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -797077.812500 Penalty: 2932.842529
	Iteration 12Q: 3 clusters Score -797077.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -797157.562500 Penalty: 2932.842529
	Iteration 13Q: 3 clusters Score -797157.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -797247.812500 Penalty: 2932.842529
	Iteration 14Q: 3 clusters Score -797247.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -797338.750000 Penalty: 2932.842529
	Iteration 15Q: 3 clusters Score -797338.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -797417.750000 Penalty: 2932.842529
	Iteration 16Q: 3 clusters Score -797417.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -797494.187500 Penalty: 2932.842529
	Iteration 17Q: 3 clusters Score -797494.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -797558.750000 Penalty: 2932.842529
	Iteration 18Q: 3 clusters Score -797558.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -797617.375000 Penalty: 2932.842529
	Iteration 19Q: 3 clusters Score -797617.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -797655.000000 Penalty: 2932.842529
	Iteration 20F: 3 clusters Score -797655 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -797685.875000 Penalty: 2932.842529
	Iteration 21Q: 3 clusters Score -797685.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -797716.750000 Penalty: 2932.842529
	Iteration 22Q: 3 clusters Score -797716.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -797738.500000 Penalty: 2932.842529
	Iteration 23Q: 3 clusters Score -797738.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -797758.125000 Penalty: 2932.842529
	Iteration 24Q: 3 clusters Score -797758.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -797776.687500 Penalty: 2932.842529
	Iteration 25Q: 3 clusters Score -797776.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -797787.687500 Penalty: 2932.842529
	Iteration 26Q: 3 clusters Score -797787.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -797800.437500 Penalty: 2932.842529
	Iteration 27Q: 3 clusters Score -797800.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -797807.500000 Penalty: 2932.842529
	Iteration 28Q: 3 clusters Score -797807.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -797817.562500 Penalty: 2932.842529
	Iteration 29Q: 3 clusters Score -797817.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -797828.500000 Penalty: 2932.842529
	Iteration 30Q: 3 clusters Score -797828.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -797839.437500 Penalty: 2932.842529
	Iteration 31Q: 3 clusters Score -797839.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -797857.437500 Penalty: 2932.842529
	Iteration 32Q: 3 clusters Score -797857.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -797885.375000 Penalty: 2932.842529
	Iteration 33Q: 3 clusters Score -797885.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -797908.312500 Penalty: 2932.842529
	Iteration 34Q: 3 clusters Score -797908.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -797931.625000 Penalty: 2932.842529
	Iteration 35Q: 3 clusters Score -797931.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -797948.375000 Penalty: 2932.842529
	Iteration 36Q: 3 clusters Score -797948.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -797964.437500 Penalty: 2932.842529
	Iteration 37Q: 3 clusters Score -797964.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -797977.562500 Penalty: 2932.842529
	Iteration 38Q: 3 clusters Score -797977.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -797993.500000 Penalty: 2932.842529
	Iteration 39Q: 3 clusters Score -797993.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -798007.062500 Penalty: 2932.842529
	Iteration 40F: 3 clusters Score -798007.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -798019.687500 Penalty: 2932.842529
	Iteration 41Q: 3 clusters Score -798019.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -798036.687500 Penalty: 2932.842529
	Iteration 42Q: 3 clusters Score -798036.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -798046.875000 Penalty: 2932.842529
	Iteration 43Q: 3 clusters Score -798046.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -798057.437500 Penalty: 2932.842529
	Iteration 44Q: 3 clusters Score -798057.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -798066.500000 Penalty: 2932.842529
	Iteration 45Q: 3 clusters Score -798066.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -798078.812500 Penalty: 2932.842529
	Iteration 46Q: 3 clusters Score -798078.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -798096.687500 Penalty: 2932.842529
	Iteration 47Q: 3 clusters Score -798096.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -798113.187500 Penalty: 2932.842529
	Iteration 48Q: 3 clusters Score -798113.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -798126.250000 Penalty: 2932.842529
	Iteration 49Q: 3 clusters Score -798126.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -798136.000000 Penalty: 2932.842529
	Iteration 50Q: 3 clusters Score -798136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -798150.687500 Penalty: 2932.842529
	Iteration 51Q: 3 clusters Score -798150.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -798162.812500 Penalty: 2932.842529
	Iteration 52Q: 3 clusters Score -798162.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -798172.750000 Penalty: 2932.842529
	Iteration 53Q: 3 clusters Score -798172.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -798180.875000 Penalty: 2932.842529
	Iteration 54Q: 3 clusters Score -798180.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -798184.625000 Penalty: 2932.842529
	Iteration 55Q: 3 clusters Score -798184.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -798192.625000 Penalty: 2932.842529
	Iteration 56Q: 3 clusters Score -798192.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -798194.625000 Penalty: 2932.842529
	Iteration 57Q: 3 clusters Score -798194.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -798199.187500 Penalty: 2932.842529
	Iteration 58Q: 3 clusters Score -798199.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -798203.625000 Penalty: 2932.842529
	Iteration 59Q: 3 clusters Score -798203.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -798210.875000 Penalty: 2932.842529
	Iteration 60F: 3 clusters Score -798210.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -798220.375000 Penalty: 2932.842529
	Iteration 61Q: 3 clusters Score -798220.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -798228.687500 Penalty: 2932.842529
	Iteration 62Q: 3 clusters Score -798228.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -798234.500000 Penalty: 2932.842529
	Iteration 63Q: 3 clusters Score -798234.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -798244.375000 Penalty: 2932.842529
	Iteration 64Q: 3 clusters Score -798244.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -798248.562500 Penalty: 2932.842529
	Iteration 65Q: 3 clusters Score -798248.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -798260.562500 Penalty: 2932.842529
	Iteration 66Q: 3 clusters Score -798260.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -798263.875000 Penalty: 2932.842529
	Iteration 67Q: 3 clusters Score -798263.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -798268.312500 Penalty: 2932.842529
	Iteration 68Q: 3 clusters Score -798268.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -798271.750000 Penalty: 2932.842529
	Iteration 69Q: 3 clusters Score -798271.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -798273.312500 Penalty: 2932.842529
	Iteration 70Q: 3 clusters Score -798273.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -798280.000000 Penalty: 2932.842529
	Iteration 71Q: 3 clusters Score -798280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -798284.000000 Penalty: 2932.842529
	Iteration 72Q: 3 clusters Score -798284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -798288.875000 Penalty: 2932.842529
	Iteration 73Q: 3 clusters Score -798288.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -798293.625000 Penalty: 2932.842529
	Iteration 74Q: 3 clusters Score -798293.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -798297.625000 Penalty: 2932.842529
	Iteration 75Q: 3 clusters Score -798297.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -798302.562500 Penalty: 2932.842529
	Iteration 76Q: 3 clusters Score -798302.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -798306.125000 Penalty: 2932.842529
	Iteration 77Q: 3 clusters Score -798306.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -798309.500000 Penalty: 2932.842529
	Iteration 78Q: 3 clusters Score -798309.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -798312.125000 Penalty: 2932.842529
	Iteration 79Q: 3 clusters Score -798312.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -798315.187500 Penalty: 2932.842529
	Iteration 80F: 3 clusters Score -798315.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -798319.812500 Penalty: 2932.842529
	Iteration 81Q: 3 clusters Score -798319.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -798324.125000 Penalty: 2932.842529
	Iteration 82Q: 3 clusters Score -798324.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -798326.375000 Penalty: 2932.842529
	Iteration 83Q: 3 clusters Score -798326.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -798329.375000 Penalty: 2932.842529
	Iteration 84Q: 3 clusters Score -798329.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -798335.500000 Penalty: 2932.842529
	Iteration 85Q: 3 clusters Score -798335.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -798341.937500 Penalty: 2932.842529
	Iteration 86Q: 3 clusters Score -798341.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -798342.062500 Penalty: 2932.842529
	Iteration 87Q: 3 clusters Score -798342.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -798345.875000 Penalty: 2932.842529
	Iteration 88Q: 3 clusters Score -798345.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -798348.187500 Penalty: 2932.842529
	Iteration 89Q: 3 clusters Score -798348.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -798350.062500 Penalty: 2932.842529
	Iteration 90Q: 3 clusters Score -798350.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -798352.875000 Penalty: 2932.842529
	Iteration 91Q: 3 clusters Score -798352.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -798359.750000 Penalty: 2932.842529
	Iteration 92Q: 3 clusters Score -798359.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -798362.437500 Penalty: 2932.842529
	Iteration 93Q: 3 clusters Score -798362.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -798368.812500 Penalty: 2932.842529
	Iteration 94Q: 3 clusters Score -798368.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -798374.500000 Penalty: 2932.842529
	Iteration 95Q: 3 clusters Score -798374.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -798381.500000 Penalty: 2932.842529
	Iteration 96Q: 3 clusters Score -798381.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -798386.875000 Penalty: 2932.842529
	Iteration 97Q: 3 clusters Score -798386.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -798396.437500 Penalty: 2932.842529
	Iteration 98Q: 3 clusters Score -798396.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -798401.062500 Penalty: 2932.842529
	Iteration 99Q: 3 clusters Score -798401.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -798405.000000 Penalty: 2932.842529
	Iteration 100F: 3 clusters Score -798405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -798406.000000 Penalty: 2932.842529
	Iteration 101Q: 3 clusters Score -798406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -798410.250000 Penalty: 2932.842529
	Iteration 102Q: 3 clusters Score -798410.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -798409.500000 Penalty: 2932.842529
	Iteration 103Q: 3 clusters Score -798409.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -798411.687500 Penalty: 2932.842529
	Iteration 104Q: 3 clusters Score -798411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -798412.125000 Penalty: 2932.842529
	Iteration 105Q: 3 clusters Score -798412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -798414.500000 Penalty: 2932.842529
	Iteration 106Q: 3 clusters Score -798414.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -798414.562500 Penalty: 2932.842529
	Iteration 107Q: 3 clusters Score -798414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -798415.187500 Penalty: 2932.842529
	Iteration 108Q: 3 clusters Score -798415.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -798417.687500 Penalty: 2932.842529
	Iteration 109Q: 3 clusters Score -798417.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -798418.437500 Penalty: 2932.842529
	Iteration 110Q: 3 clusters Score -798418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -798418.812500 Penalty: 2932.842529
	Iteration 111Q: 3 clusters Score -798418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -798420.000000 Penalty: 2932.842529
	Iteration 112Q: 3 clusters Score -798420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -798420.250000 Penalty: 2932.842529
	Iteration 113Q: 3 clusters Score -798420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -798421.937500 Penalty: 2932.842529
	Iteration 114Q: 3 clusters Score -798421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -798423.687500 Penalty: 2932.842529
	Iteration 115Q: 3 clusters Score -798423.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -798425.937500 Penalty: 2932.842529
	Iteration 116Q: 3 clusters Score -798425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -798425.000000 Penalty: 2932.842529
	Iteration 117Q: 3 clusters Score -798425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -798424.875000 Penalty: 2932.842529
	Iteration 118Q: 3 clusters Score -798424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -798424.250000 Penalty: 2932.842529
	Iteration 119Q: 3 clusters Score -798424.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -798427.875000 Penalty: 2932.842529
	Iteration 120F: 3 clusters Score -798427.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -798428.875000 Penalty: 2932.842529
	Iteration 121Q: 3 clusters Score -798428.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -798431.312500 Penalty: 2932.842529
	Iteration 122Q: 3 clusters Score -798431.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -798432.437500 Penalty: 2932.842529
	Iteration 123Q: 3 clusters Score -798432.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -798436.625000 Penalty: 2932.842529
	Iteration 124Q: 3 clusters Score -798436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -798439.062500 Penalty: 2932.842529
	Iteration 125Q: 3 clusters Score -798439.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -798440.312500 Penalty: 2932.842529
	Iteration 126Q: 3 clusters Score -798440.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -798441.500000 Penalty: 2932.842529
	Iteration 127Q: 3 clusters Score -798441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -798440.125000 Penalty: 2932.842529
	Iteration 128Q: 3 clusters Score -798440.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -798442.937500 Penalty: 2932.842529
	Iteration 129Q: 3 clusters Score -798442.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -798444.437500 Penalty: 2932.842529
	Iteration 130Q: 3 clusters Score -798444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -798446.250000 Penalty: 2932.842529
	Iteration 131Q: 3 clusters Score -798446.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -798446.687500 Penalty: 2932.842529
	Iteration 132Q: 3 clusters Score -798446.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -798452.375000 Penalty: 2932.842529
	Iteration 133Q: 3 clusters Score -798452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -798451.250000 Penalty: 2932.842529
	Iteration 134Q: 3 clusters Score -798451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -798454.187500 Penalty: 2932.842529
	Iteration 135Q: 3 clusters Score -798454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -798455.875000 Penalty: 2932.842529
	Iteration 136Q: 3 clusters Score -798455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -798456.937500 Penalty: 2932.842529
	Iteration 137Q: 3 clusters Score -798456.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -798457.437500 Penalty: 2932.842529
	Iteration 138Q: 3 clusters Score -798457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -798457.625000 Penalty: 2932.842529
	Iteration 139Q: 3 clusters Score -798457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -798458.312500 Penalty: 2932.842529
	Iteration 140F: 3 clusters Score -798458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -798457.875000 Penalty: 2932.842529
	Iteration 141Q: 3 clusters Score -798457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -798459.250000 Penalty: 2932.842529
	Iteration 142Q: 3 clusters Score -798459.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -798459.250000 Penalty: 2932.842529
	Iteration 143F: 3 clusters Score -798459.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Entering Unmasked Estep 
Score: -1676853.375000 Penalty: 1585.580811
	Iteration 0F: 2 clusters Score -1676853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1664918.750000 Penalty: 3171.161621
	Iteration 0F: 3 clusters Score -1664919 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1669125.000000 Penalty: 3171.161621
	Iteration 1F: 3 clusters Score -1669125 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1669411.125000 Penalty: 3171.161621
	Iteration 2Q: 3 clusters Score -1669411 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1669744.875000 Penalty: 3171.161621
	Iteration 3Q: 3 clusters Score -1669745 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1670106.000000 Penalty: 3171.161621
	Iteration 4Q: 3 clusters Score -1670106 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1670500.750000 Penalty: 3171.161621
	Iteration 5Q: 3 clusters Score -1670501 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1671009.500000 Penalty: 3171.161621
	Iteration 6Q: 3 clusters Score -1671010 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1671557.375000 Penalty: 3171.161621
	Iteration 7F: 3 clusters Score -1671557 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1672156.000000 Penalty: 3171.161621
	Iteration 8F: 3 clusters Score -1672156 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1672818.000000 Penalty: 3171.161621
	Iteration 9F: 3 clusters Score -1672818 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1673477.625000 Penalty: 3171.161621
	Iteration 10F: 3 clusters Score -1673478 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1674071.875000 Penalty: 3171.161621
	Iteration 11Q: 3 clusters Score -1674072 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1674533.875000 Penalty: 3171.161621
	Iteration 12Q: 3 clusters Score -1674534 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1674908.375000 Penalty: 3171.161621
	Iteration 13Q: 3 clusters Score -1674908 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1675115.000000 Penalty: 3171.161621
	Iteration 14Q: 3 clusters Score -1675115 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1675255.625000 Penalty: 3171.161621
	Iteration 15Q: 3 clusters Score -1675256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1675343.125000 Penalty: 3171.161621
	Iteration 16Q: 3 clusters Score -1675343 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1675397.500000 Penalty: 3171.161621
	Iteration 17Q: 3 clusters Score -1675398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1675438.625000 Penalty: 3171.161621
	Iteration 18Q: 3 clusters Score -1675439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1675462.625000 Penalty: 3171.161621
	Iteration 19Q: 3 clusters Score -1675463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1675485.625000 Penalty: 3171.161621
	Iteration 20F: 3 clusters Score -1675486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1675494.000000 Penalty: 3171.161621
	Iteration 21Q: 3 clusters Score -1675494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1675501.875000 Penalty: 3171.161621
	Iteration 22Q: 3 clusters Score -1675502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1675505.125000 Penalty: 3171.161621
	Iteration 23Q: 3 clusters Score -1675505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1675510.625000 Penalty: 3171.161621
	Iteration 24Q: 3 clusters Score -1675511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1675516.000000 Penalty: 3171.161621
	Iteration 25Q: 3 clusters Score -1675516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1675521.500000 Penalty: 3171.161621
	Iteration 26Q: 3 clusters Score -1675522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1675522.250000 Penalty: 3171.161621
	Iteration 27Q: 3 clusters Score -1675522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1675526.125000 Penalty: 3171.161621
	Iteration 28Q: 3 clusters Score -1675526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1675529.125000 Penalty: 3171.161621
	Iteration 29Q: 3 clusters Score -1675529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1675532.750000 Penalty: 3171.161621
	Iteration 30Q: 3 clusters Score -1675533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1675532.625000 Penalty: 3171.161621
	Iteration 31Q: 3 clusters Score -1675533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1675535.750000 Penalty: 3171.161621
	Iteration 32Q: 3 clusters Score -1675536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1675535.750000 Penalty: 3171.161621
	Iteration 33F: 3 clusters Score -1675536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Entering Unmasked Estep 
Score: -1475723.875000 Penalty: 1569.139526
	Iteration 0F: 2 clusters Score -1475724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1464941.500000 Penalty: 3138.279053
	Iteration 0F: 3 clusters Score -1464942 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1468831.125000 Penalty: 3138.279053
	Iteration 1F: 3 clusters Score -1468831 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1469326.000000 Penalty: 3138.279053
	Iteration 2F: 3 clusters Score -1469326 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1469804.750000 Penalty: 3138.279053
	Iteration 3F: 3 clusters Score -1469805 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1470364.000000 Penalty: 3138.279053
	Iteration 4F: 3 clusters Score -1470364 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1471046.125000 Penalty: 3138.279053
	Iteration 5F: 3 clusters Score -1471046 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1471703.250000 Penalty: 3138.279053
	Iteration 6F: 3 clusters Score -1471703 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1472301.500000 Penalty: 3138.279053
	Iteration 7F: 3 clusters Score -1472302 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1472848.500000 Penalty: 3138.279053
	Iteration 8Q: 3 clusters Score -1472848 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1473330.000000 Penalty: 3138.279053
	Iteration 9Q: 3 clusters Score -1473330 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1473610.375000 Penalty: 3138.279053
	Iteration 10Q: 3 clusters Score -1473610 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1473788.750000 Penalty: 3138.279053
	Iteration 11Q: 3 clusters Score -1473789 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1473916.125000 Penalty: 3138.279053
	Iteration 12Q: 3 clusters Score -1473916 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1474007.500000 Penalty: 3138.279053
	Iteration 13Q: 3 clusters Score -1474008 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1474077.750000 Penalty: 3138.279053
	Iteration 14Q: 3 clusters Score -1474078 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1474146.750000 Penalty: 3138.279053
	Iteration 15Q: 3 clusters Score -1474147 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1474201.000000 Penalty: 3138.279053
	Iteration 16Q: 3 clusters Score -1474201 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1474254.375000 Penalty: 3138.279053
	Iteration 17Q: 3 clusters Score -1474254 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1474298.125000 Penalty: 3138.279053
	Iteration 18Q: 3 clusters Score -1474298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1474324.750000 Penalty: 3138.279053
	Iteration 19Q: 3 clusters Score -1474325 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1474354.125000 Penalty: 3138.279053
	Iteration 20F: 3 clusters Score -1474354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1474374.250000 Penalty: 3138.279053
	Iteration 21Q: 3 clusters Score -1474374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1474389.000000 Penalty: 3138.279053
	Iteration 22Q: 3 clusters Score -1474389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1474399.500000 Penalty: 3138.279053
	Iteration 23Q: 3 clusters Score -1474400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1474412.500000 Penalty: 3138.279053
	Iteration 24Q: 3 clusters Score -1474412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1474421.375000 Penalty: 3138.279053
	Iteration 25Q: 3 clusters Score -1474421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1474428.750000 Penalty: 3138.279053
	Iteration 26Q: 3 clusters Score -1474429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1474437.125000 Penalty: 3138.279053
	Iteration 27Q: 3 clusters Score -1474437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1474443.625000 Penalty: 3138.279053
	Iteration 28Q: 3 clusters Score -1474444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1474447.500000 Penalty: 3138.279053
	Iteration 29Q: 3 clusters Score -1474448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1474454.750000 Penalty: 3138.279053
	Iteration 30Q: 3 clusters Score -1474455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1474459.000000 Penalty: 3138.279053
	Iteration 31Q: 3 clusters Score -1474459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1474458.375000 Penalty: 3138.279053
	Iteration 32Q: 3 clusters Score -1474458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1474467.875000 Penalty: 3138.279053
	Iteration 33Q: 3 clusters Score -1474468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1474470.875000 Penalty: 3138.279053
	Iteration 34Q: 3 clusters Score -1474471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1474475.000000 Penalty: 3138.279053
	Iteration 35Q: 3 clusters Score -1474475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1474483.000000 Penalty: 3138.279053
	Iteration 36Q: 3 clusters Score -1474483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1474489.000000 Penalty: 3138.279053
	Iteration 37Q: 3 clusters Score -1474489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1474494.250000 Penalty: 3138.279053
	Iteration 38Q: 3 clusters Score -1474494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1474498.500000 Penalty: 3138.279053
	Iteration 39Q: 3 clusters Score -1474498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1474497.375000 Penalty: 3138.279053
	Iteration 40F: 3 clusters Score -1474497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1474498.750000 Penalty: 3138.279053
	Iteration 41Q: 3 clusters Score -1474499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1474500.250000 Penalty: 3138.279053
	Iteration 42Q: 3 clusters Score -1474500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1474501.000000 Penalty: 3138.279053
	Iteration 43Q: 3 clusters Score -1474501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1474501.375000 Penalty: 3138.279053
	Iteration 44Q: 3 clusters Score -1474501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1474501.500000 Penalty: 3138.279053
	Iteration 45Q: 3 clusters Score -1474502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1474501.875000 Penalty: 3138.279053
	Iteration 46Q: 3 clusters Score -1474502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1474501.125000 Penalty: 3138.279053
	Iteration 47Q: 3 clusters Score -1474501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1474502.625000 Penalty: 3138.279053
	Iteration 48Q: 3 clusters Score -1474503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1474503.375000 Penalty: 3138.279053
	Iteration 49Q: 3 clusters Score -1474503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1474506.250000 Penalty: 3138.279053
	Iteration 50Q: 3 clusters Score -1474506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1474509.875000 Penalty: 3138.279053
	Iteration 51Q: 3 clusters Score -1474510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1474516.625000 Penalty: 3138.279053
	Iteration 52Q: 3 clusters Score -1474517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1474518.750000 Penalty: 3138.279053
	Iteration 53Q: 3 clusters Score -1474519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1474526.000000 Penalty: 3138.279053
	Iteration 54Q: 3 clusters Score -1474526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1474528.500000 Penalty: 3138.279053
	Iteration 55Q: 3 clusters Score -1474528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1474526.750000 Penalty: 3138.279053
	Iteration 56Q: 3 clusters Score -1474527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1474531.875000 Penalty: 3138.279053
	Iteration 57Q: 3 clusters Score -1474532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1474538.750000 Penalty: 3138.279053
	Iteration 58Q: 3 clusters Score -1474539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1474541.375000 Penalty: 3138.279053
	Iteration 59Q: 3 clusters Score -1474541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1474543.125000 Penalty: 3138.279053
	Iteration 60F: 3 clusters Score -1474543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1474541.750000 Penalty: 3138.279053
	Iteration 61Q: 3 clusters Score -1474542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1474542.500000 Penalty: 3138.279053
	Iteration 62Q: 3 clusters Score -1474542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1474542.375000 Penalty: 3138.279053
	Iteration 63Q: 3 clusters Score -1474542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1474542.375000 Penalty: 3138.279053
	Iteration 64F: 3 clusters Score -1474542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Entering Unmasked Estep 
Score: -2369627.250000 Penalty: 1641.516724
	Iteration 0F: 2 clusters Score -2369627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2353205.750000 Penalty: 3283.033447
	Iteration 0F: 3 clusters Score -2353206 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2359139.250000 Penalty: 3283.033447
	Iteration 1F: 3 clusters Score -2359139 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2359428.500000 Penalty: 3283.033447
	Iteration 2Q: 3 clusters Score -2359428 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2359652.500000 Penalty: 3283.033447
	Iteration 3Q: 3 clusters Score -2359652 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2359934.500000 Penalty: 3283.033447
	Iteration 4Q: 3 clusters Score -2359934 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2360270.500000 Penalty: 3283.033447
	Iteration 5Q: 3 clusters Score -2360270 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2360727.500000 Penalty: 3283.033447
	Iteration 6Q: 3 clusters Score -2360728 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2361402.250000 Penalty: 3283.033447
	Iteration 7Q: 3 clusters Score -2361402 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2362283.750000 Penalty: 3283.033447
	Iteration 8F: 3 clusters Score -2362284 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2363344.250000 Penalty: 3283.033447
	Iteration 9F: 3 clusters Score -2363344 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2364359.750000 Penalty: 3283.033447
	Iteration 10F: 3 clusters Score -2364360 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2365094.500000 Penalty: 3283.033447
	Iteration 11Q: 3 clusters Score -2365094 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2365606.250000 Penalty: 3283.033447
	Iteration 12Q: 3 clusters Score -2365606 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2366024.750000 Penalty: 3283.033447
	Iteration 13Q: 3 clusters Score -2366025 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2366353.500000 Penalty: 3283.033447
	Iteration 14Q: 3 clusters Score -2366354 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2366632.500000 Penalty: 3283.033447
	Iteration 15Q: 3 clusters Score -2366632 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2366920.000000 Penalty: 3283.033447
	Iteration 16Q: 3 clusters Score -2366920 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -2367182.500000 Penalty: 3283.033447
	Iteration 17Q: 3 clusters Score -2367182 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2367453.500000 Penalty: 3283.033447
	Iteration 18Q: 3 clusters Score -2367454 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2367681.000000 Penalty: 3283.033447
	Iteration 19Q: 3 clusters Score -2367681 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2367869.500000 Penalty: 3283.033447
	Iteration 20F: 3 clusters Score -2367870 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2367988.000000 Penalty: 3283.033447
	Iteration 21Q: 3 clusters Score -2367988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2368061.750000 Penalty: 3283.033447
	Iteration 22Q: 3 clusters Score -2368062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2368109.000000 Penalty: 3283.033447
	Iteration 23Q: 3 clusters Score -2368109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2368132.500000 Penalty: 3283.033447
	Iteration 24Q: 3 clusters Score -2368132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -2368143.000000 Penalty: 3283.033447
	Iteration 25Q: 3 clusters Score -2368143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -2368155.750000 Penalty: 3283.033447
	Iteration 26Q: 3 clusters Score -2368156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2368166.750000 Penalty: 3283.033447
	Iteration 27Q: 3 clusters Score -2368167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2368179.000000 Penalty: 3283.033447
	Iteration 28Q: 3 clusters Score -2368179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -2368189.250000 Penalty: 3283.033447
	Iteration 29Q: 3 clusters Score -2368189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2368191.000000 Penalty: 3283.033447
	Iteration 30Q: 3 clusters Score -2368191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2368190.250000 Penalty: 3283.033447
	Iteration 31Q: 3 clusters Score -2368190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2368196.000000 Penalty: 3283.033447
	Iteration 32Q: 3 clusters Score -2368196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -2368197.000000 Penalty: 3283.033447
	Iteration 33Q: 3 clusters Score -2368197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2368193.750000 Penalty: 3283.033447
	Iteration 34Q: 3 clusters Score -2368194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2368199.500000 Penalty: 3283.033447
	Iteration 35Q: 3 clusters Score -2368200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2368199.500000 Penalty: 3283.033447
	Iteration 36F: 3 clusters Score -2368200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Entering Unmasked Estep 
Score: -4052114.000000 Penalty: 1729.443726
	Iteration 0F: 2 clusters Score -4052114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4023829.500000 Penalty: 3458.887451
	Iteration 0F: 3 clusters Score -4023830 nChanged 19548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4034843.250000 Penalty: 3458.887451
	Iteration 1F: 3 clusters Score -4034843 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -4035400.750000 Penalty: 3458.887451
	Iteration 2Q: 3 clusters Score -4035401 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -4036053.250000 Penalty: 3458.887451
	Iteration 3Q: 3 clusters Score -4036053 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -4036958.250000 Penalty: 3458.887451
	Iteration 4Q: 3 clusters Score -4036958 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -4038252.250000 Penalty: 3458.887451
	Iteration 5F: 3 clusters Score -4038252 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4040137.500000 Penalty: 3458.887451
	Iteration 6F: 3 clusters Score -4040138 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -4042540.000000 Penalty: 3458.887451
	Iteration 7F: 3 clusters Score -4042540 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -4045135.750000 Penalty: 3458.887451
	Iteration 8F: 3 clusters Score -4045136 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -4047148.250000 Penalty: 3458.887451
	Iteration 9F: 3 clusters Score -4047148 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -4048480.250000 Penalty: 3458.887451
	Iteration 10Q: 3 clusters Score -4048480 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -4049337.500000 Penalty: 3458.887451
	Iteration 11Q: 3 clusters Score -4049338 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -4049807.500000 Penalty: 3458.887451
	Iteration 12Q: 3 clusters Score -4049808 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -4050080.000000 Penalty: 3458.887451
	Iteration 13Q: 3 clusters Score -4050080 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -4050261.000000 Penalty: 3458.887451
	Iteration 14Q: 3 clusters Score -4050261 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -4050355.750000 Penalty: 3458.887451
	Iteration 15Q: 3 clusters Score -4050356 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -4050419.750000 Penalty: 3458.887451
	Iteration 16Q: 3 clusters Score -4050420 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -4050481.250000 Penalty: 3458.887451
	Iteration 17Q: 3 clusters Score -4050481 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -4050530.500000 Penalty: 3458.887451
	Iteration 18Q: 3 clusters Score -4050530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4050571.250000 Penalty: 3458.887451
	Iteration 19Q: 3 clusters Score -4050571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -4050602.250000 Penalty: 3458.887451
	Iteration 20F: 3 clusters Score -4050602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -4050621.000000 Penalty: 3458.887451
	Iteration 21Q: 3 clusters Score -4050621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -4050636.750000 Penalty: 3458.887451
	Iteration 22Q: 3 clusters Score -4050637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -4050648.500000 Penalty: 3458.887451
	Iteration 23Q: 3 clusters Score -4050648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -4050651.500000 Penalty: 3458.887451
	Iteration 24Q: 3 clusters Score -4050652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -4050650.500000 Penalty: 3458.887451
	Iteration 25Q: 3 clusters Score -4050650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4050655.000000 Penalty: 3458.887451
	Iteration 26Q: 3 clusters Score -4050655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -4050656.000000 Penalty: 3458.887451
	Iteration 27Q: 3 clusters Score -4050656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -4050656.000000 Penalty: 3458.887451
	Iteration 28F: 3 clusters Score -4050656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Entering Unmasked Estep 
Score: -1363860.000000 Penalty: 1555.210938
	Iteration 0F: 2 clusters Score -1363860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1353875.500000 Penalty: 3110.421875
	Iteration 0F: 3 clusters Score -1353876 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1357312.750000 Penalty: 3110.421875
	Iteration 1F: 3 clusters Score -1357313 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1357686.625000 Penalty: 3110.421875
	Iteration 2F: 3 clusters Score -1357687 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1358105.500000 Penalty: 3110.421875
	Iteration 3F: 3 clusters Score -1358106 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1358633.875000 Penalty: 3110.421875
	Iteration 4F: 3 clusters Score -1358634 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1359343.250000 Penalty: 3110.421875
	Iteration 5F: 3 clusters Score -1359343 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1360171.625000 Penalty: 3110.421875
	Iteration 6F: 3 clusters Score -1360172 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1361004.625000 Penalty: 3110.421875
	Iteration 7F: 3 clusters Score -1361005 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1361704.875000 Penalty: 3110.421875
	Iteration 8Q: 3 clusters Score -1361705 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1362171.875000 Penalty: 3110.421875
	Iteration 9Q: 3 clusters Score -1362172 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1362552.375000 Penalty: 3110.421875
	Iteration 10Q: 3 clusters Score -1362552 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1362854.125000 Penalty: 3110.421875
	Iteration 11Q: 3 clusters Score -1362854 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1363124.125000 Penalty: 3110.421875
	Iteration 12Q: 3 clusters Score -1363124 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1363320.500000 Penalty: 3110.421875
	Iteration 13Q: 3 clusters Score -1363320 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1363507.875000 Penalty: 3110.421875
	Iteration 14Q: 3 clusters Score -1363508 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1363681.125000 Penalty: 3110.421875
	Iteration 15Q: 3 clusters Score -1363681 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1363780.875000 Penalty: 3110.421875
	Iteration 16Q: 3 clusters Score -1363781 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1363848.875000 Penalty: 3110.421875
	Iteration 17Q: 3 clusters Score -1363849 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1363900.125000 Penalty: 3110.421875
	Iteration 18Q: 3 clusters Score -1363900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1363930.125000 Penalty: 3110.421875
	Iteration 19Q: 3 clusters Score -1363930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1363952.875000 Penalty: 3110.421875
	Iteration 20F: 3 clusters Score -1363953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1363965.375000 Penalty: 3110.421875
	Iteration 21Q: 3 clusters Score -1363965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1363975.250000 Penalty: 3110.421875
	Iteration 22Q: 3 clusters Score -1363975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1363982.250000 Penalty: 3110.421875
	Iteration 23Q: 3 clusters Score -1363982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1363987.500000 Penalty: 3110.421875
	Iteration 24Q: 3 clusters Score -1363988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1363993.125000 Penalty: 3110.421875
	Iteration 25Q: 3 clusters Score -1363993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1363993.750000 Penalty: 3110.421875
	Iteration 26Q: 3 clusters Score -1363994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1363994.125000 Penalty: 3110.421875
	Iteration 27Q: 3 clusters Score -1363994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1363994.500000 Penalty: 3110.421875
	Iteration 28Q: 3 clusters Score -1363994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1363999.875000 Penalty: 3110.421875
	Iteration 29Q: 3 clusters Score -1364000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1364002.250000 Penalty: 3110.421875
	Iteration 30Q: 3 clusters Score -1364002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1364002.250000 Penalty: 3110.421875
	Iteration 31Q: 3 clusters Score -1364002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1364007.375000 Penalty: 3110.421875
	Iteration 32Q: 3 clusters Score -1364007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1364006.750000 Penalty: 3110.421875
	Iteration 33Q: 3 clusters Score -1364007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1364007.375000 Penalty: 3110.421875
	Iteration 34Q: 3 clusters Score -1364007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1364009.500000 Penalty: 3110.421875
	Iteration 35Q: 3 clusters Score -1364010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1364012.125000 Penalty: 3110.421875
	Iteration 36Q: 3 clusters Score -1364012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1364017.375000 Penalty: 3110.421875
	Iteration 37Q: 3 clusters Score -1364017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1364016.250000 Penalty: 3110.421875
	Iteration 38Q: 3 clusters Score -1364016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1364015.500000 Penalty: 3110.421875
	Iteration 39Q: 3 clusters Score -1364016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1364016.000000 Penalty: 3110.421875
	Iteration 40F: 3 clusters Score -1364016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1364017.625000 Penalty: 3110.421875
	Iteration 41Q: 3 clusters Score -1364018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1364016.750000 Penalty: 3110.421875
	Iteration 42Q: 3 clusters Score -1364017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1364017.000000 Penalty: 3110.421875
	Iteration 43Q: 3 clusters Score -1364017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1364017.000000 Penalty: 3110.421875
	Iteration 44F: 3 clusters Score -1364017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3313 members 
Mstep: Class 3 contains 18650 members 
Mstep: Class 4 contains 4111 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 45456 members 
Mstep: Class 8 contains 19479 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 12663 members 
Mstep: Class 11 contains 3796 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 121954 members 
Mstep: Class 14 contains 9428 members 
Mstep: Class 15 contains 11709 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5632 members 
Mstep: Class 18 contains 8301 members 
Mstep: Class 19 contains 17282 members 
Mstep: Class 20 contains 15619 members 
Mstep: Class 21 contains 24383 members 
Mstep: Class 22 contains 41887 members 
Mstep: Class 23 contains 3376 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 82965 members 
Mstep: Class 26 contains 10960 members 
Entering Unmasked Estep 
Score: -44835436.000000 Penalty: 55278.062500
Splitting cluster 23 changes total score from -44835868.000000 to -44835436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Entering Unmasked Estep 
Score: -504046.093750 Penalty: 1394.185669
	Iteration 0F: 2 clusters Score -504046.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -499873.656250 Penalty: 2788.371338
	Iteration 0F: 3 clusters Score -499873.7 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -501039.718750 Penalty: 2788.371338
	Iteration 1F: 3 clusters Score -501039.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -501211.031250 Penalty: 2788.371338
	Iteration 2F: 3 clusters Score -501211 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -501308.593750 Penalty: 2788.371338
	Iteration 3Q: 3 clusters Score -501308.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -501390.687500 Penalty: 2788.371338
	Iteration 4Q: 3 clusters Score -501390.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -501475.125000 Penalty: 2788.371338
	Iteration 5Q: 3 clusters Score -501475.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -501563.062500 Penalty: 2788.371338
	Iteration 6Q: 3 clusters Score -501563.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -501641.531250 Penalty: 2788.371338
	Iteration 7Q: 3 clusters Score -501641.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -501713.718750 Penalty: 2788.371338
	Iteration 8Q: 3 clusters Score -501713.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -501795.437500 Penalty: 2788.371338
	Iteration 9Q: 3 clusters Score -501795.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -501867.062500 Penalty: 2788.371338
	Iteration 10Q: 3 clusters Score -501867.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -501953.437500 Penalty: 2788.371338
	Iteration 11Q: 3 clusters Score -501953.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -502054.781250 Penalty: 2788.371338
	Iteration 12Q: 3 clusters Score -502054.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -502168.343750 Penalty: 2788.371338
	Iteration 13Q: 3 clusters Score -502168.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -502255.093750 Penalty: 2788.371338
	Iteration 14Q: 3 clusters Score -502255.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -502334.312500 Penalty: 2788.371338
	Iteration 15Q: 3 clusters Score -502334.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -502394.312500 Penalty: 2788.371338
	Iteration 16Q: 3 clusters Score -502394.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -502440.593750 Penalty: 2788.371338
	Iteration 17Q: 3 clusters Score -502440.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -502484.093750 Penalty: 2788.371338
	Iteration 18Q: 3 clusters Score -502484.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -502528.187500 Penalty: 2788.371338
	Iteration 19Q: 3 clusters Score -502528.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -502570.125000 Penalty: 2788.371338
	Iteration 20F: 3 clusters Score -502570.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -502608.593750 Penalty: 2788.371338
	Iteration 21Q: 3 clusters Score -502608.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -502650.281250 Penalty: 2788.371338
	Iteration 22Q: 3 clusters Score -502650.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -502677.875000 Penalty: 2788.371338
	Iteration 23Q: 3 clusters Score -502677.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -502700.062500 Penalty: 2788.371338
	Iteration 24Q: 3 clusters Score -502700.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -502719.687500 Penalty: 2788.371338
	Iteration 25Q: 3 clusters Score -502719.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -502732.343750 Penalty: 2788.371338
	Iteration 26Q: 3 clusters Score -502732.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -502747.437500 Penalty: 2788.371338
	Iteration 27Q: 3 clusters Score -502747.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -502757.968750 Penalty: 2788.371338
	Iteration 28Q: 3 clusters Score -502758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -502768.468750 Penalty: 2788.371338
	Iteration 29Q: 3 clusters Score -502768.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -502780.343750 Penalty: 2788.371338
	Iteration 30Q: 3 clusters Score -502780.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -502788.656250 Penalty: 2788.371338
	Iteration 31Q: 3 clusters Score -502788.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -502794.531250 Penalty: 2788.371338
	Iteration 32Q: 3 clusters Score -502794.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -502799.656250 Penalty: 2788.371338
	Iteration 33Q: 3 clusters Score -502799.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -502802.687500 Penalty: 2788.371338
	Iteration 34Q: 3 clusters Score -502802.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -502808.031250 Penalty: 2788.371338
	Iteration 35Q: 3 clusters Score -502808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -502812.531250 Penalty: 2788.371338
	Iteration 36Q: 3 clusters Score -502812.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -502819.312500 Penalty: 2788.371338
	Iteration 37Q: 3 clusters Score -502819.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -502826.343750 Penalty: 2788.371338
	Iteration 38Q: 3 clusters Score -502826.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -502834.375000 Penalty: 2788.371338
	Iteration 39Q: 3 clusters Score -502834.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -502840.343750 Penalty: 2788.371338
	Iteration 40F: 3 clusters Score -502840.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -502840.468750 Penalty: 2788.371338
	Iteration 41Q: 3 clusters Score -502840.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -502843.187500 Penalty: 2788.371338
	Iteration 42Q: 3 clusters Score -502843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -502849.812500 Penalty: 2788.371338
	Iteration 43Q: 3 clusters Score -502849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -502852.281250 Penalty: 2788.371338
	Iteration 44Q: 3 clusters Score -502852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -502854.437500 Penalty: 2788.371338
	Iteration 45Q: 3 clusters Score -502854.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -502854.656250 Penalty: 2788.371338
	Iteration 46Q: 3 clusters Score -502854.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -502855.656250 Penalty: 2788.371338
	Iteration 47Q: 3 clusters Score -502855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -502858.156250 Penalty: 2788.371338
	Iteration 48Q: 3 clusters Score -502858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -502859.375000 Penalty: 2788.371338
	Iteration 49Q: 3 clusters Score -502859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -502860.093750 Penalty: 2788.371338
	Iteration 50Q: 3 clusters Score -502860.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -502860.093750 Penalty: 2788.371338
	Iteration 51F: 3 clusters Score -502860.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Entering Unmasked Estep 
Score: -7924931.000000 Penalty: 1840.503296
	Iteration 0F: 2 clusters Score -7924931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -7869516.000000 Penalty: 3681.006592
	Iteration 0F: 3 clusters Score -7869516 nChanged 39565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -7892654.000000 Penalty: 3681.006592
	Iteration 1F: 3 clusters Score -7892654 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -7893883.000000 Penalty: 3681.006592
	Iteration 2Q: 3 clusters Score -7893883 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -7895707.500000 Penalty: 3681.006592
	Iteration 3F: 3 clusters Score -7895708 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -7899105.500000 Penalty: 3681.006592
	Iteration 4F: 3 clusters Score -7899106 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -7904518.500000 Penalty: 3681.006592
	Iteration 5F: 3 clusters Score -7904518 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -7911583.000000 Penalty: 3681.006592
	Iteration 6F: 3 clusters Score -7911583 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -7917738.500000 Penalty: 3681.006592
	Iteration 7F: 3 clusters Score -7917738 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -7921280.500000 Penalty: 3681.006592
	Iteration 8Q: 3 clusters Score -7921280 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7922558.500000 Penalty: 3681.006592
	Iteration 9Q: 3 clusters Score -7922558 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7923001.500000 Penalty: 3681.006592
	Iteration 10Q: 3 clusters Score -7923002 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7923134.000000 Penalty: 3681.006592
	Iteration 11Q: 3 clusters Score -7923134 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7923200.500000 Penalty: 3681.006592
	Iteration 12Q: 3 clusters Score -7923200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7923242.000000 Penalty: 3681.006592
	Iteration 13Q: 3 clusters Score -7923242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7923281.500000 Penalty: 3681.006592
	Iteration 14Q: 3 clusters Score -7923282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7923301.000000 Penalty: 3681.006592
	Iteration 15Q: 3 clusters Score -7923301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7923309.500000 Penalty: 3681.006592
	Iteration 16Q: 3 clusters Score -7923310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7923327.000000 Penalty: 3681.006592
	Iteration 17Q: 3 clusters Score -7923327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82748 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7923342.500000 Penalty: 3681.006592
	Iteration 18Q: 3 clusters Score -7923342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82747 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7923340.000000 Penalty: 3681.006592
	Iteration 19Q: 3 clusters Score -7923340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82748 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7923345.500000 Penalty: 3681.006592
	Iteration 20F: 3 clusters Score -7923346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7923349.000000 Penalty: 3681.006592
	Iteration 21Q: 3 clusters Score -7923349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7923349.000000 Penalty: 3681.006592
	Iteration 22F: 3 clusters Score -7923349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3313 members 
Mstep: Class 3 contains 18650 members 
Mstep: Class 4 contains 4111 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 45456 members 
Mstep: Class 8 contains 19479 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 12663 members 
Mstep: Class 11 contains 3796 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 121954 members 
Mstep: Class 14 contains 9428 members 
Mstep: Class 15 contains 11709 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5632 members 
Mstep: Class 18 contains 8301 members 
Mstep: Class 19 contains 17282 members 
Mstep: Class 20 contains 15619 members 
Mstep: Class 21 contains 24383 members 
Mstep: Class 22 contains 41887 members 
Mstep: Class 23 contains 14336 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 82965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835960.000000 Penalty: 53151.980469
Iteration 79Q: 26 clusters Score -4.483596e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3314 members 
Mstep: Class 3 contains 18720 members 
Mstep: Class 4 contains 4114 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 45389 members 
Mstep: Class 8 contains 19441 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 121962 members 
Mstep: Class 14 contains 9418 members 
Mstep: Class 15 contains 11718 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5636 members 
Mstep: Class 18 contains 8296 members 
Mstep: Class 19 contains 17584 members 
Mstep: Class 20 contains 15693 members 
Mstep: Class 21 contains 24398 members 
Mstep: Class 22 contains 41912 members 
Mstep: Class 23 contains 14334 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 82510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836000.000000 Penalty: 53151.980469
Iteration 80F: 26 clusters Score -4.4836e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3315 members 
Mstep: Class 3 contains 18791 members 
Mstep: Class 4 contains 4117 members 
Mstep: Class 5 contains 5485 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 19400 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 121968 members 
Mstep: Class 14 contains 9412 members 
Mstep: Class 15 contains 11737 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5640 members 
Mstep: Class 18 contains 8295 members 
Mstep: Class 19 contains 17861 members 
Mstep: Class 20 contains 15788 members 
Mstep: Class 21 contains 24408 members 
Mstep: Class 22 contains 41935 members 
Mstep: Class 23 contains 14330 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 82059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836052.000000 Penalty: 53151.980469
Iteration 81Q: 26 clusters Score -4.483605e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 18860 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 5490 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 45287 members 
Mstep: Class 8 contains 19368 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 12788 members 
Mstep: Class 11 contains 3788 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 121967 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 11759 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 8298 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 15874 members 
Mstep: Class 21 contains 24416 members 
Mstep: Class 22 contains 41958 members 
Mstep: Class 23 contains 14326 members 
Mstep: Class 24 contains 5341 members 
Mstep: Class 25 contains 81599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836180.000000 Penalty: 53151.980469
Iteration 82Q: 26 clusters Score -4.483618e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 18944 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 45219 members 
Mstep: Class 8 contains 19343 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 12840 members 
Mstep: Class 11 contains 3786 members 
Mstep: Class 12 contains 1658 members 
Mstep: Class 13 contains 121969 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 11773 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5656 members 
Mstep: Class 18 contains 8299 members 
Mstep: Class 19 contains 18403 members 
Mstep: Class 20 contains 15937 members 
Mstep: Class 21 contains 24429 members 
Mstep: Class 22 contains 41988 members 
Mstep: Class 23 contains 14323 members 
Mstep: Class 24 contains 5342 members 
Mstep: Class 25 contains 81186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836316.000000 Penalty: 53151.980469
Iteration 83Q: 26 clusters Score -4.483632e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 19031 members 
Mstep: Class 4 contains 4114 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 45153 members 
Mstep: Class 8 contains 19318 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 12890 members 
Mstep: Class 11 contains 3784 members 
Mstep: Class 12 contains 1661 members 
Mstep: Class 13 contains 121973 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 11783 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5660 members 
Mstep: Class 18 contains 8297 members 
Mstep: Class 19 contains 18652 members 
Mstep: Class 20 contains 16007 members 
Mstep: Class 21 contains 24434 members 
Mstep: Class 22 contains 42025 members 
Mstep: Class 23 contains 14320 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 80776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836516.000000 Penalty: 53151.980469
Iteration 84Q: 26 clusters Score -4.483652e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 19100 members 
Mstep: Class 4 contains 4116 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 3165 members 
Mstep: Class 7 contains 45072 members 
Mstep: Class 8 contains 19286 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 12940 members 
Mstep: Class 11 contains 3787 members 
Mstep: Class 12 contains 1664 members 
Mstep: Class 13 contains 121976 members 
Mstep: Class 14 contains 9391 members 
Mstep: Class 15 contains 11796 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5663 members 
Mstep: Class 18 contains 8295 members 
Mstep: Class 19 contains 18871 members 
Mstep: Class 20 contains 16084 members 
Mstep: Class 21 contains 24446 members 
Mstep: Class 22 contains 42063 members 
Mstep: Class 23 contains 14314 members 
Mstep: Class 24 contains 5339 members 
Mstep: Class 25 contains 80399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836560.000000 Penalty: 53151.980469
Iteration 85Q: 26 clusters Score -4.483656e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 19157 members 
Mstep: Class 4 contains 4118 members 
Mstep: Class 5 contains 5506 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 44992 members 
Mstep: Class 8 contains 19262 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 12992 members 
Mstep: Class 11 contains 3786 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 121979 members 
Mstep: Class 14 contains 9384 members 
Mstep: Class 15 contains 11812 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5665 members 
Mstep: Class 18 contains 8294 members 
Mstep: Class 19 contains 19086 members 
Mstep: Class 20 contains 16150 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 42102 members 
Mstep: Class 23 contains 14310 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 80052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836700.000000 Penalty: 53151.980469
Iteration 86Q: 26 clusters Score -4.48367e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 19215 members 
Mstep: Class 4 contains 4118 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 44926 members 
Mstep: Class 8 contains 19229 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13045 members 
Mstep: Class 11 contains 3788 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 121983 members 
Mstep: Class 14 contains 9377 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5670 members 
Mstep: Class 18 contains 8297 members 
Mstep: Class 19 contains 19290 members 
Mstep: Class 20 contains 16209 members 
Mstep: Class 21 contains 24463 members 
Mstep: Class 22 contains 42135 members 
Mstep: Class 23 contains 14304 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 79712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836712.000000 Penalty: 53151.980469
Iteration 87Q: 26 clusters Score -4.483671e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 19265 members 
Mstep: Class 4 contains 4119 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 44851 members 
Mstep: Class 8 contains 19174 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13088 members 
Mstep: Class 11 contains 3787 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 121983 members 
Mstep: Class 14 contains 9374 members 
Mstep: Class 15 contains 11846 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5672 members 
Mstep: Class 18 contains 8303 members 
Mstep: Class 19 contains 19503 members 
Mstep: Class 20 contains 16283 members 
Mstep: Class 21 contains 24474 members 
Mstep: Class 22 contains 42163 members 
Mstep: Class 23 contains 14300 members 
Mstep: Class 24 contains 5339 members 
Mstep: Class 25 contains 79413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836736.000000 Penalty: 53151.980469
Iteration 88Q: 26 clusters Score -4.483674e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3304 members 
Mstep: Class 3 contains 19294 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 5516 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 44806 members 
Mstep: Class 8 contains 19128 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13130 members 
Mstep: Class 11 contains 3790 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 121986 members 
Mstep: Class 14 contains 9364 members 
Mstep: Class 15 contains 11854 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5673 members 
Mstep: Class 18 contains 8306 members 
Mstep: Class 19 contains 19711 members 
Mstep: Class 20 contains 16349 members 
Mstep: Class 21 contains 24485 members 
Mstep: Class 22 contains 42182 members 
Mstep: Class 23 contains 14295 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 79131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836788.000000 Penalty: 53151.980469
Iteration 89Q: 26 clusters Score -4.483679e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3299 members 
Mstep: Class 3 contains 19337 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 44757 members 
Mstep: Class 8 contains 19091 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13167 members 
Mstep: Class 11 contains 3788 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 121987 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 11863 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5677 members 
Mstep: Class 18 contains 8308 members 
Mstep: Class 19 contains 19923 members 
Mstep: Class 20 contains 16419 members 
Mstep: Class 21 contains 24499 members 
Mstep: Class 22 contains 42208 members 
Mstep: Class 23 contains 14292 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 78819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836860.000000 Penalty: 53151.980469
Iteration 90Q: 26 clusters Score -4.483686e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3296 members 
Mstep: Class 3 contains 19389 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 44712 members 
Mstep: Class 8 contains 19055 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13198 members 
Mstep: Class 11 contains 3788 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 121989 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 11875 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5682 members 
Mstep: Class 18 contains 8308 members 
Mstep: Class 19 contains 20129 members 
Mstep: Class 20 contains 16465 members 
Mstep: Class 21 contains 24510 members 
Mstep: Class 22 contains 42226 members 
Mstep: Class 23 contains 14291 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 78532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836920.000000 Penalty: 53151.980469
Iteration 91Q: 26 clusters Score -4.483692e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3294 members 
Mstep: Class 3 contains 19449 members 
Mstep: Class 4 contains 4129 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 44670 members 
Mstep: Class 8 contains 19015 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13219 members 
Mstep: Class 11 contains 3790 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 121996 members 
Mstep: Class 14 contains 9349 members 
Mstep: Class 15 contains 11884 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5691 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 20339 members 
Mstep: Class 20 contains 16510 members 
Mstep: Class 21 contains 24514 members 
Mstep: Class 22 contains 42244 members 
Mstep: Class 23 contains 14286 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 78244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836960.000000 Penalty: 53151.980469
Iteration 92Q: 26 clusters Score -4.483696e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3297 members 
Mstep: Class 3 contains 19494 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 44652 members 
Mstep: Class 8 contains 18986 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13231 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122001 members 
Mstep: Class 14 contains 9346 members 
Mstep: Class 15 contains 11905 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5694 members 
Mstep: Class 18 contains 8309 members 
Mstep: Class 19 contains 20528 members 
Mstep: Class 20 contains 16543 members 
Mstep: Class 21 contains 24523 members 
Mstep: Class 22 contains 42259 members 
Mstep: Class 23 contains 14280 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 77966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836984.000000 Penalty: 53151.980469
Iteration 93Q: 26 clusters Score -4.483698e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3296 members 
Mstep: Class 3 contains 19540 members 
Mstep: Class 4 contains 4133 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 44643 members 
Mstep: Class 8 contains 18969 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13249 members 
Mstep: Class 11 contains 3789 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122003 members 
Mstep: Class 14 contains 9341 members 
Mstep: Class 15 contains 11912 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 20703 members 
Mstep: Class 20 contains 16571 members 
Mstep: Class 21 contains 24540 members 
Mstep: Class 22 contains 42268 members 
Mstep: Class 23 contains 14276 members 
Mstep: Class 24 contains 5316 members 
Mstep: Class 25 contains 77707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836948.000000 Penalty: 53151.980469
Iteration 94Q: 26 clusters Score -4.483695e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3300 members 
Mstep: Class 3 contains 19594 members 
Mstep: Class 4 contains 4137 members 
Mstep: Class 5 contains 5516 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 44627 members 
Mstep: Class 8 contains 18950 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13260 members 
Mstep: Class 11 contains 3788 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122002 members 
Mstep: Class 14 contains 9330 members 
Mstep: Class 15 contains 11916 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 8316 members 
Mstep: Class 19 contains 20839 members 
Mstep: Class 20 contains 16605 members 
Mstep: Class 21 contains 24555 members 
Mstep: Class 22 contains 42274 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 77483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836932.000000 Penalty: 53151.980469
Iteration 95Q: 26 clusters Score -4.483693e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3301 members 
Mstep: Class 3 contains 19651 members 
Mstep: Class 4 contains 4139 members 
Mstep: Class 5 contains 5520 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 44609 members 
Mstep: Class 8 contains 18924 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13265 members 
Mstep: Class 11 contains 3787 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122004 members 
Mstep: Class 14 contains 9326 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5701 members 
Mstep: Class 18 contains 8314 members 
Mstep: Class 19 contains 20966 members 
Mstep: Class 20 contains 16641 members 
Mstep: Class 21 contains 24565 members 
Mstep: Class 22 contains 42282 members 
Mstep: Class 23 contains 14276 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 77275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836944.000000 Penalty: 53151.980469
Iteration 96Q: 26 clusters Score -4.483694e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3304 members 
Mstep: Class 3 contains 19701 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 5519 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 44592 members 
Mstep: Class 8 contains 18888 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13272 members 
Mstep: Class 11 contains 3786 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122006 members 
Mstep: Class 14 contains 9323 members 
Mstep: Class 15 contains 11934 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5699 members 
Mstep: Class 18 contains 8314 members 
Mstep: Class 19 contains 21096 members 
Mstep: Class 20 contains 16676 members 
Mstep: Class 21 contains 24581 members 
Mstep: Class 22 contains 42283 members 
Mstep: Class 23 contains 14276 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 77086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44837016.000000 Penalty: 53151.980469
Iteration 97Q: 26 clusters Score -4.483702e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 19757 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 44568 members 
Mstep: Class 8 contains 18863 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13281 members 
Mstep: Class 11 contains 3787 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122007 members 
Mstep: Class 14 contains 9319 members 
Mstep: Class 15 contains 11938 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5702 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 21213 members 
Mstep: Class 20 contains 16691 members 
Mstep: Class 21 contains 24588 members 
Mstep: Class 22 contains 42284 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 76926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836988.000000 Penalty: 53151.980469
Iteration 98Q: 26 clusters Score -4.483699e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 19802 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 44545 members 
Mstep: Class 8 contains 18847 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13281 members 
Mstep: Class 11 contains 3784 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9315 members 
Mstep: Class 15 contains 11943 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 8314 members 
Mstep: Class 19 contains 21306 members 
Mstep: Class 20 contains 16726 members 
Mstep: Class 21 contains 24594 members 
Mstep: Class 22 contains 42289 members 
Mstep: Class 23 contains 14275 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 76783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836972.000000 Penalty: 53151.980469
Iteration 99Q: 26 clusters Score -4.483697e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 19843 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 44518 members 
Mstep: Class 8 contains 18834 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13283 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9312 members 
Mstep: Class 15 contains 11948 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5701 members 
Mstep: Class 18 contains 8313 members 
Mstep: Class 19 contains 21381 members 
Mstep: Class 20 contains 16751 members 
Mstep: Class 21 contains 24598 members 
Mstep: Class 22 contains 42297 members 
Mstep: Class 23 contains 14275 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 76665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836964.000000 Penalty: 53151.980469
Iteration 100F: 26 clusters Score -4.483696e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 19882 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 44495 members 
Mstep: Class 8 contains 18824 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13289 members 
Mstep: Class 11 contains 3782 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122013 members 
Mstep: Class 14 contains 9310 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 21454 members 
Mstep: Class 20 contains 16772 members 
Mstep: Class 21 contains 24596 members 
Mstep: Class 22 contains 42317 members 
Mstep: Class 23 contains 14275 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 76535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836960.000000 Penalty: 53151.980469
Iteration 101Q: 26 clusters Score -4.483696e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 19928 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 44476 members 
Mstep: Class 8 contains 18818 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13293 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122013 members 
Mstep: Class 14 contains 9310 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 18 contains 8313 members 
Mstep: Class 19 contains 21535 members 
Mstep: Class 20 contains 16777 members 
Mstep: Class 21 contains 24595 members 
Mstep: Class 22 contains 42332 members 
Mstep: Class 23 contains 14273 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 76401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836924.000000 Penalty: 53151.980469
Iteration 102Q: 26 clusters Score -4.483692e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 19962 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 44461 members 
Mstep: Class 8 contains 18816 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13298 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122013 members 
Mstep: Class 14 contains 9309 members 
Mstep: Class 15 contains 11955 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8313 members 
Mstep: Class 19 contains 21629 members 
Mstep: Class 20 contains 16777 members 
Mstep: Class 21 contains 24599 members 
Mstep: Class 22 contains 42339 members 
Mstep: Class 23 contains 14273 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 76275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836888.000000 Penalty: 53151.980469
Iteration 103Q: 26 clusters Score -4.483689e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 19994 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 44439 members 
Mstep: Class 8 contains 18809 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13304 members 
Mstep: Class 11 contains 3781 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122013 members 
Mstep: Class 14 contains 9309 members 
Mstep: Class 15 contains 11958 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8313 members 
Mstep: Class 19 contains 21724 members 
Mstep: Class 20 contains 16782 members 
Mstep: Class 21 contains 24605 members 
Mstep: Class 22 contains 42345 members 
Mstep: Class 23 contains 14274 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 76152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836916.000000 Penalty: 53151.980469
Iteration 104Q: 26 clusters Score -4.483692e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 20020 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 44420 members 
Mstep: Class 8 contains 18808 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13305 members 
Mstep: Class 11 contains 3782 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122012 members 
Mstep: Class 14 contains 9307 members 
Mstep: Class 15 contains 11962 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8313 members 
Mstep: Class 19 contains 21793 members 
Mstep: Class 20 contains 16791 members 
Mstep: Class 21 contains 24604 members 
Mstep: Class 22 contains 42366 members 
Mstep: Class 23 contains 14275 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 76045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836908.000000 Penalty: 53151.980469
Iteration 105Q: 26 clusters Score -4.483691e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 20050 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44406 members 
Mstep: Class 8 contains 18801 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13306 members 
Mstep: Class 11 contains 3784 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9305 members 
Mstep: Class 15 contains 11965 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8314 members 
Mstep: Class 19 contains 21874 members 
Mstep: Class 20 contains 16793 members 
Mstep: Class 21 contains 24603 members 
Mstep: Class 22 contains 42378 members 
Mstep: Class 23 contains 14275 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 75938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836856.000000 Penalty: 53151.980469
Iteration 106Q: 26 clusters Score -4.483686e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 20083 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44392 members 
Mstep: Class 8 contains 18791 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13308 members 
Mstep: Class 11 contains 3780 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122012 members 
Mstep: Class 14 contains 9305 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8313 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 16800 members 
Mstep: Class 21 contains 24605 members 
Mstep: Class 22 contains 42390 members 
Mstep: Class 23 contains 14278 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 75831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836804.000000 Penalty: 53151.980469
Iteration 107Q: 26 clusters Score -4.48368e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 20114 members 
Mstep: Class 4 contains 4152 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44382 members 
Mstep: Class 8 contains 18792 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13308 members 
Mstep: Class 11 contains 3779 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122012 members 
Mstep: Class 14 contains 9304 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8313 members 
Mstep: Class 19 contains 22005 members 
Mstep: Class 20 contains 16805 members 
Mstep: Class 21 contains 24605 members 
Mstep: Class 22 contains 42403 members 
Mstep: Class 23 contains 14280 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 75723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836844.000000 Penalty: 53151.980469
Iteration 108Q: 26 clusters Score -4.483684e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 20144 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44369 members 
Mstep: Class 8 contains 18788 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13308 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122012 members 
Mstep: Class 14 contains 9303 members 
Mstep: Class 15 contains 11977 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5710 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22078 members 
Mstep: Class 20 contains 16803 members 
Mstep: Class 21 contains 24607 members 
Mstep: Class 22 contains 42414 members 
Mstep: Class 23 contains 14282 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 75622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836856.000000 Penalty: 53151.980469
Iteration 109Q: 26 clusters Score -4.483686e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 20164 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44361 members 
Mstep: Class 8 contains 18781 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13308 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122014 members 
Mstep: Class 14 contains 9301 members 
Mstep: Class 15 contains 11974 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8308 members 
Mstep: Class 19 contains 22166 members 
Mstep: Class 20 contains 16807 members 
Mstep: Class 21 contains 24608 members 
Mstep: Class 22 contains 42423 members 
Mstep: Class 23 contains 14284 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 75518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836884.000000 Penalty: 53151.980469
Iteration 110Q: 26 clusters Score -4.483688e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 20201 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44352 members 
Mstep: Class 8 contains 18782 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13309 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122014 members 
Mstep: Class 14 contains 9299 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 22251 members 
Mstep: Class 20 contains 16799 members 
Mstep: Class 21 contains 24607 members 
Mstep: Class 22 contains 42430 members 
Mstep: Class 23 contains 14288 members 
Mstep: Class 24 contains 5307 members 
Mstep: Class 25 contains 75405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836836.000000 Penalty: 53151.980469
Iteration 111Q: 26 clusters Score -4.483684e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 20234 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 5509 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44340 members 
Mstep: Class 8 contains 18783 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13312 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122012 members 
Mstep: Class 14 contains 9298 members 
Mstep: Class 15 contains 11974 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 22318 members 
Mstep: Class 20 contains 16800 members 
Mstep: Class 21 contains 24605 members 
Mstep: Class 22 contains 42430 members 
Mstep: Class 23 contains 14291 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 75312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836788.000000 Penalty: 53151.980469
Iteration 112Q: 26 clusters Score -4.483679e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 20267 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 5509 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44332 members 
Mstep: Class 8 contains 18785 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13313 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9297 members 
Mstep: Class 15 contains 11975 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 22375 members 
Mstep: Class 20 contains 16799 members 
Mstep: Class 21 contains 24606 members 
Mstep: Class 22 contains 42436 members 
Mstep: Class 23 contains 14294 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 75216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836824.000000 Penalty: 53151.980469
Iteration 113Q: 26 clusters Score -4.483682e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3303 members 
Mstep: Class 3 contains 20303 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44323 members 
Mstep: Class 8 contains 18791 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13313 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9296 members 
Mstep: Class 15 contains 11975 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8308 members 
Mstep: Class 19 contains 22441 members 
Mstep: Class 20 contains 16801 members 
Mstep: Class 21 contains 24610 members 
Mstep: Class 22 contains 42435 members 
Mstep: Class 23 contains 14295 members 
Mstep: Class 24 contains 5314 members 
Mstep: Class 25 contains 75117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836832.000000 Penalty: 53151.980469
Iteration 114Q: 26 clusters Score -4.483683e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 20342 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44306 members 
Mstep: Class 8 contains 18790 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13314 members 
Mstep: Class 11 contains 3770 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9296 members 
Mstep: Class 15 contains 11978 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8311 members 
Mstep: Class 19 contains 22490 members 
Mstep: Class 20 contains 16808 members 
Mstep: Class 21 contains 24608 members 
Mstep: Class 22 contains 42435 members 
Mstep: Class 23 contains 14295 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 75033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836800.000000 Penalty: 53151.980469
Iteration 115Q: 26 clusters Score -4.48368e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 20377 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44296 members 
Mstep: Class 8 contains 18789 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13314 members 
Mstep: Class 11 contains 3767 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9295 members 
Mstep: Class 15 contains 11975 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22528 members 
Mstep: Class 20 contains 16816 members 
Mstep: Class 21 contains 24609 members 
Mstep: Class 22 contains 42432 members 
Mstep: Class 23 contains 14297 members 
Mstep: Class 24 contains 5314 members 
Mstep: Class 25 contains 74971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836712.000000 Penalty: 53151.980469
Iteration 116Q: 26 clusters Score -4.483671e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 20415 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44285 members 
Mstep: Class 8 contains 18779 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13315 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9296 members 
Mstep: Class 15 contains 11972 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22558 members 
Mstep: Class 20 contains 16817 members 
Mstep: Class 21 contains 24614 members 
Mstep: Class 22 contains 42434 members 
Mstep: Class 23 contains 14297 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 74920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836708.000000 Penalty: 53151.980469
Iteration 117Q: 26 clusters Score -4.483671e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 20439 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44274 members 
Mstep: Class 8 contains 18771 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13315 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9296 members 
Mstep: Class 15 contains 11974 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22592 members 
Mstep: Class 20 contains 16821 members 
Mstep: Class 21 contains 24612 members 
Mstep: Class 22 contains 42436 members 
Mstep: Class 23 contains 14297 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 74877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836732.000000 Penalty: 53151.980469
Iteration 118Q: 26 clusters Score -4.483673e+07 nChanged 79
Entering ConstructFrom: 
Score: -44836732.000000 Penalty: 53151.980469
Entering ConstructFrom: 
Trying to split cluster 1 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -122537.335938 Penalty: 1176.954590
	Iteration 0F: 2 clusters Score -122537.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -120873.421875 Penalty: 2353.909180
	Iteration 0F: 3 clusters Score -120873.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -121224.414062 Penalty: 2353.909180
	Iteration 1F: 3 clusters Score -121224.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -121351.125000 Penalty: 2353.909180
	Iteration 2F: 3 clusters Score -121351.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -121437.773438 Penalty: 2353.909180
	Iteration 3F: 3 clusters Score -121437.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -121511.828125 Penalty: 2353.909180
	Iteration 4Q: 3 clusters Score -121511.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -121561.257812 Penalty: 2353.909180
	Iteration 5Q: 3 clusters Score -121561.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -121632.203125 Penalty: 2353.909180
	Iteration 6Q: 3 clusters Score -121632.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -121773.046875 Penalty: 2353.909180
	Iteration 7Q: 3 clusters Score -121773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -121921.906250 Penalty: 2353.909180
	Iteration 8F: 3 clusters Score -121921.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -122043.890625 Penalty: 2353.909180
	Iteration 9F: 3 clusters Score -122043.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -122143.546875 Penalty: 2353.909180
	Iteration 10Q: 3 clusters Score -122143.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -122242.835938 Penalty: 2353.909180
	Iteration 11Q: 3 clusters Score -122242.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -122276.507812 Penalty: 2353.909180
	Iteration 12Q: 3 clusters Score -122276.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -122302.640625 Penalty: 2353.909180
	Iteration 13Q: 3 clusters Score -122302.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -122306.875000 Penalty: 2353.909180
	Iteration 14Q: 3 clusters Score -122306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -122308.437500 Penalty: 2353.909180
	Iteration 15Q: 3 clusters Score -122308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -122310.429688 Penalty: 2353.909180
	Iteration 16Q: 3 clusters Score -122310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -122312.710938 Penalty: 2353.909180
	Iteration 17Q: 3 clusters Score -122312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -122314.414062 Penalty: 2353.909180
	Iteration 18Q: 3 clusters Score -122314.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -122316.625000 Penalty: 2353.909180
	Iteration 19Q: 3 clusters Score -122316.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -122318.234375 Penalty: 2353.909180
	Iteration 20F: 3 clusters Score -122318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -122320.960938 Penalty: 2353.909180
	Iteration 21Q: 3 clusters Score -122321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -122322.546875 Penalty: 2353.909180
	Iteration 22Q: 3 clusters Score -122322.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -122322.546875 Penalty: 2353.909180
	Iteration 23F: 3 clusters Score -122322.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -281687.187500 Penalty: 1316.768555
	Iteration 0F: 2 clusters Score -281687.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -278743.718750 Penalty: 2633.537109
	Iteration 0F: 3 clusters Score -278743.7 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -279662.250000 Penalty: 2633.537109
	Iteration 1F: 3 clusters Score -279662.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -280001.593750 Penalty: 2633.537109
	Iteration 2F: 3 clusters Score -280001.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -280255.281250 Penalty: 2633.537109
	Iteration 3F: 3 clusters Score -280255.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -280445.593750 Penalty: 2633.537109
	Iteration 4F: 3 clusters Score -280445.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -280612.687500 Penalty: 2633.537109
	Iteration 5F: 3 clusters Score -280612.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -280717.687500 Penalty: 2633.537109
	Iteration 6Q: 3 clusters Score -280717.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -280781.781250 Penalty: 2633.537109
	Iteration 7Q: 3 clusters Score -280781.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -280827.218750 Penalty: 2633.537109
	Iteration 8Q: 3 clusters Score -280827.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -280864.125000 Penalty: 2633.537109
	Iteration 9Q: 3 clusters Score -280864.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -280896.968750 Penalty: 2633.537109
	Iteration 10Q: 3 clusters Score -280897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -280926.218750 Penalty: 2633.537109
	Iteration 11Q: 3 clusters Score -280926.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -280962.812500 Penalty: 2633.537109
	Iteration 12Q: 3 clusters Score -280962.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -281009.375000 Penalty: 2633.537109
	Iteration 13Q: 3 clusters Score -281009.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -281056.968750 Penalty: 2633.537109
	Iteration 14Q: 3 clusters Score -281057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -281098.843750 Penalty: 2633.537109
	Iteration 15Q: 3 clusters Score -281098.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -281134.843750 Penalty: 2633.537109
	Iteration 16Q: 3 clusters Score -281134.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -281156.625000 Penalty: 2633.537109
	Iteration 17Q: 3 clusters Score -281156.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -281179.281250 Penalty: 2633.537109
	Iteration 18Q: 3 clusters Score -281179.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -281200.437500 Penalty: 2633.537109
	Iteration 19Q: 3 clusters Score -281200.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -281215.125000 Penalty: 2633.537109
	Iteration 20F: 3 clusters Score -281215.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -281228.937500 Penalty: 2633.537109
	Iteration 21Q: 3 clusters Score -281228.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -281247.687500 Penalty: 2633.537109
	Iteration 22Q: 3 clusters Score -281247.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -281280.375000 Penalty: 2633.537109
	Iteration 23Q: 3 clusters Score -281280.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -281302.812500 Penalty: 2633.537109
	Iteration 24Q: 3 clusters Score -281302.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -281323.031250 Penalty: 2633.537109
	Iteration 25Q: 3 clusters Score -281323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -281343.375000 Penalty: 2633.537109
	Iteration 26Q: 3 clusters Score -281343.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -281355.812500 Penalty: 2633.537109
	Iteration 27Q: 3 clusters Score -281355.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -281361.687500 Penalty: 2633.537109
	Iteration 28Q: 3 clusters Score -281361.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -281365.562500 Penalty: 2633.537109
	Iteration 29Q: 3 clusters Score -281365.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -281367.218750 Penalty: 2633.537109
	Iteration 30Q: 3 clusters Score -281367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -281368.437500 Penalty: 2633.537109
	Iteration 31Q: 3 clusters Score -281368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -281368.750000 Penalty: 2633.537109
	Iteration 32Q: 3 clusters Score -281368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -281369.968750 Penalty: 2633.537109
	Iteration 33Q: 3 clusters Score -281370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -281369.968750 Penalty: 2633.537109
	Iteration 34F: 3 clusters Score -281370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Entering Unmasked Estep 
Score: -1981113.000000 Penalty: 1613.019897
	Iteration 0F: 2 clusters Score -1981113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1967172.500000 Penalty: 3226.039795
	Iteration 0F: 3 clusters Score -1967172 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1972121.250000 Penalty: 3226.039795
	Iteration 1F: 3 clusters Score -1972121 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1972417.000000 Penalty: 3226.039795
	Iteration 2Q: 3 clusters Score -1972417 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1972687.875000 Penalty: 3226.039795
	Iteration 3Q: 3 clusters Score -1972688 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1972929.500000 Penalty: 3226.039795
	Iteration 4Q: 3 clusters Score -1972930 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1973156.375000 Penalty: 3226.039795
	Iteration 5Q: 3 clusters Score -1973156 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1973382.125000 Penalty: 3226.039795
	Iteration 6Q: 3 clusters Score -1973382 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1973635.125000 Penalty: 3226.039795
	Iteration 7Q: 3 clusters Score -1973635 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1973953.000000 Penalty: 3226.039795
	Iteration 8Q: 3 clusters Score -1973953 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1974348.000000 Penalty: 3226.039795
	Iteration 9Q: 3 clusters Score -1974348 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1974802.250000 Penalty: 3226.039795
	Iteration 10Q: 3 clusters Score -1974802 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1975342.750000 Penalty: 3226.039795
	Iteration 11Q: 3 clusters Score -1975343 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1975872.625000 Penalty: 3226.039795
	Iteration 12Q: 3 clusters Score -1975873 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1976426.500000 Penalty: 3226.039795
	Iteration 13Q: 3 clusters Score -1976426 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1976813.875000 Penalty: 3226.039795
	Iteration 14Q: 3 clusters Score -1976814 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1977058.500000 Penalty: 3226.039795
	Iteration 15Q: 3 clusters Score -1977058 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1977205.750000 Penalty: 3226.039795
	Iteration 16Q: 3 clusters Score -1977206 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1977296.625000 Penalty: 3226.039795
	Iteration 17Q: 3 clusters Score -1977297 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1977386.000000 Penalty: 3226.039795
	Iteration 18Q: 3 clusters Score -1977386 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1977471.500000 Penalty: 3226.039795
	Iteration 19Q: 3 clusters Score -1977472 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1977551.500000 Penalty: 3226.039795
	Iteration 20F: 3 clusters Score -1977552 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1977617.250000 Penalty: 3226.039795
	Iteration 21Q: 3 clusters Score -1977617 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1977678.375000 Penalty: 3226.039795
	Iteration 22Q: 3 clusters Score -1977678 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1977742.250000 Penalty: 3226.039795
	Iteration 23Q: 3 clusters Score -1977742 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1977811.125000 Penalty: 3226.039795
	Iteration 24Q: 3 clusters Score -1977811 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1977904.625000 Penalty: 3226.039795
	Iteration 25Q: 3 clusters Score -1977905 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1978007.250000 Penalty: 3226.039795
	Iteration 26Q: 3 clusters Score -1978007 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1978097.500000 Penalty: 3226.039795
	Iteration 27Q: 3 clusters Score -1978098 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1978194.375000 Penalty: 3226.039795
	Iteration 28Q: 3 clusters Score -1978194 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1978273.375000 Penalty: 3226.039795
	Iteration 29Q: 3 clusters Score -1978273 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1978354.125000 Penalty: 3226.039795
	Iteration 30Q: 3 clusters Score -1978354 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1978437.375000 Penalty: 3226.039795
	Iteration 31Q: 3 clusters Score -1978437 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1978507.875000 Penalty: 3226.039795
	Iteration 32Q: 3 clusters Score -1978508 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1978586.875000 Penalty: 3226.039795
	Iteration 33Q: 3 clusters Score -1978587 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1978665.875000 Penalty: 3226.039795
	Iteration 34Q: 3 clusters Score -1978666 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1978736.375000 Penalty: 3226.039795
	Iteration 35Q: 3 clusters Score -1978736 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1978827.750000 Penalty: 3226.039795
	Iteration 36Q: 3 clusters Score -1978828 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1978940.875000 Penalty: 3226.039795
	Iteration 37Q: 3 clusters Score -1978941 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1979046.750000 Penalty: 3226.039795
	Iteration 38Q: 3 clusters Score -1979047 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1979138.375000 Penalty: 3226.039795
	Iteration 39Q: 3 clusters Score -1979138 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1979224.000000 Penalty: 3226.039795
	Iteration 40F: 3 clusters Score -1979224 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1979295.375000 Penalty: 3226.039795
	Iteration 41Q: 3 clusters Score -1979295 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1979359.000000 Penalty: 3226.039795
	Iteration 42Q: 3 clusters Score -1979359 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1979415.625000 Penalty: 3226.039795
	Iteration 43Q: 3 clusters Score -1979416 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1979480.500000 Penalty: 3226.039795
	Iteration 44Q: 3 clusters Score -1979480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1979534.750000 Penalty: 3226.039795
	Iteration 45Q: 3 clusters Score -1979535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1979564.375000 Penalty: 3226.039795
	Iteration 46Q: 3 clusters Score -1979564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1979597.750000 Penalty: 3226.039795
	Iteration 47Q: 3 clusters Score -1979598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1979622.125000 Penalty: 3226.039795
	Iteration 48Q: 3 clusters Score -1979622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1979641.625000 Penalty: 3226.039795
	Iteration 49Q: 3 clusters Score -1979642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1979645.875000 Penalty: 3226.039795
	Iteration 50Q: 3 clusters Score -1979646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1979657.625000 Penalty: 3226.039795
	Iteration 51Q: 3 clusters Score -1979658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1979674.250000 Penalty: 3226.039795
	Iteration 52Q: 3 clusters Score -1979674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1979680.375000 Penalty: 3226.039795
	Iteration 53Q: 3 clusters Score -1979680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1979690.500000 Penalty: 3226.039795
	Iteration 54Q: 3 clusters Score -1979690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1979697.875000 Penalty: 3226.039795
	Iteration 55Q: 3 clusters Score -1979698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1979704.375000 Penalty: 3226.039795
	Iteration 56Q: 3 clusters Score -1979704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1979710.375000 Penalty: 3226.039795
	Iteration 57Q: 3 clusters Score -1979710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1979713.625000 Penalty: 3226.039795
	Iteration 58Q: 3 clusters Score -1979714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1979720.250000 Penalty: 3226.039795
	Iteration 59Q: 3 clusters Score -1979720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1979721.750000 Penalty: 3226.039795
	Iteration 60F: 3 clusters Score -1979722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1979724.000000 Penalty: 3226.039795
	Iteration 61Q: 3 clusters Score -1979724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1979730.000000 Penalty: 3226.039795
	Iteration 62Q: 3 clusters Score -1979730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1979732.750000 Penalty: 3226.039795
	Iteration 63Q: 3 clusters Score -1979733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1979734.125000 Penalty: 3226.039795
	Iteration 64Q: 3 clusters Score -1979734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1979738.000000 Penalty: 3226.039795
	Iteration 65Q: 3 clusters Score -1979738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1979747.750000 Penalty: 3226.039795
	Iteration 66Q: 3 clusters Score -1979748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1979751.500000 Penalty: 3226.039795
	Iteration 67Q: 3 clusters Score -1979752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1979751.250000 Penalty: 3226.039795
	Iteration 68Q: 3 clusters Score -1979751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1979756.375000 Penalty: 3226.039795
	Iteration 69Q: 3 clusters Score -1979756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1979762.750000 Penalty: 3226.039795
	Iteration 70Q: 3 clusters Score -1979763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1979771.500000 Penalty: 3226.039795
	Iteration 71Q: 3 clusters Score -1979772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1979772.250000 Penalty: 3226.039795
	Iteration 72Q: 3 clusters Score -1979772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1979772.500000 Penalty: 3226.039795
	Iteration 73Q: 3 clusters Score -1979772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1979775.250000 Penalty: 3226.039795
	Iteration 74Q: 3 clusters Score -1979775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1979778.750000 Penalty: 3226.039795
	Iteration 75Q: 3 clusters Score -1979779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1979780.500000 Penalty: 3226.039795
	Iteration 76Q: 3 clusters Score -1979780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1979780.250000 Penalty: 3226.039795
	Iteration 77Q: 3 clusters Score -1979780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1979780.125000 Penalty: 3226.039795
	Iteration 78Q: 3 clusters Score -1979780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1979779.375000 Penalty: 3226.039795
	Iteration 79Q: 3 clusters Score -1979779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1979780.125000 Penalty: 3226.039795
	Iteration 80F: 3 clusters Score -1979780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1979783.250000 Penalty: 3226.039795
	Iteration 81Q: 3 clusters Score -1979783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1979787.375000 Penalty: 3226.039795
	Iteration 82Q: 3 clusters Score -1979787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1979787.625000 Penalty: 3226.039795
	Iteration 83Q: 3 clusters Score -1979788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1979787.500000 Penalty: 3226.039795
	Iteration 84Q: 3 clusters Score -1979788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1979788.750000 Penalty: 3226.039795
	Iteration 85Q: 3 clusters Score -1979789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1979788.875000 Penalty: 3226.039795
	Iteration 86Q: 3 clusters Score -1979789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1979788.875000 Penalty: 3226.039795
	Iteration 87F: 3 clusters Score -1979789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Entering Unmasked Estep 
Score: -359357.812500 Penalty: 1354.273560
	Iteration 0F: 2 clusters Score -359357.8 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 2120 members 
Entering Unmasked Estep 
Score: -355904.125000 Penalty: 2708.547119
	Iteration 0F: 3 clusters Score -355904.1 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -356897.031250 Penalty: 2708.547119
	Iteration 1F: 3 clusters Score -356897 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -357082.062500 Penalty: 2708.547119
	Iteration 2F: 3 clusters Score -357082.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -357224.406250 Penalty: 2708.547119
	Iteration 3F: 3 clusters Score -357224.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -357328.031250 Penalty: 2708.547119
	Iteration 4Q: 3 clusters Score -357328 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -357410.875000 Penalty: 2708.547119
	Iteration 5Q: 3 clusters Score -357410.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -357476.156250 Penalty: 2708.547119
	Iteration 6Q: 3 clusters Score -357476.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -357529.718750 Penalty: 2708.547119
	Iteration 7Q: 3 clusters Score -357529.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -357583.937500 Penalty: 2708.547119
	Iteration 8Q: 3 clusters Score -357583.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -357635.500000 Penalty: 2708.547119
	Iteration 9Q: 3 clusters Score -357635.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -357696.281250 Penalty: 2708.547119
	Iteration 10Q: 3 clusters Score -357696.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -357765.312500 Penalty: 2708.547119
	Iteration 11Q: 3 clusters Score -357765.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -357823.625000 Penalty: 2708.547119
	Iteration 12Q: 3 clusters Score -357823.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -357892.562500 Penalty: 2708.547119
	Iteration 13Q: 3 clusters Score -357892.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -357960.406250 Penalty: 2708.547119
	Iteration 14Q: 3 clusters Score -357960.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -358017.906250 Penalty: 2708.547119
	Iteration 15Q: 3 clusters Score -358017.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -358081.406250 Penalty: 2708.547119
	Iteration 16Q: 3 clusters Score -358081.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -358149.593750 Penalty: 2708.547119
	Iteration 17Q: 3 clusters Score -358149.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -358201.343750 Penalty: 2708.547119
	Iteration 18Q: 3 clusters Score -358201.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -358249.187500 Penalty: 2708.547119
	Iteration 19Q: 3 clusters Score -358249.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -358289.000000 Penalty: 2708.547119
	Iteration 20F: 3 clusters Score -358289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -358316.406250 Penalty: 2708.547119
	Iteration 21Q: 3 clusters Score -358316.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -358337.250000 Penalty: 2708.547119
	Iteration 22Q: 3 clusters Score -358337.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -358354.531250 Penalty: 2708.547119
	Iteration 23Q: 3 clusters Score -358354.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -358366.125000 Penalty: 2708.547119
	Iteration 24Q: 3 clusters Score -358366.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -358376.562500 Penalty: 2708.547119
	Iteration 25Q: 3 clusters Score -358376.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -358384.625000 Penalty: 2708.547119
	Iteration 26Q: 3 clusters Score -358384.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -358393.000000 Penalty: 2708.547119
	Iteration 27Q: 3 clusters Score -358393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -358399.531250 Penalty: 2708.547119
	Iteration 28Q: 3 clusters Score -358399.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -358406.750000 Penalty: 2708.547119
	Iteration 29Q: 3 clusters Score -358406.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -358413.656250 Penalty: 2708.547119
	Iteration 30Q: 3 clusters Score -358413.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -358419.312500 Penalty: 2708.547119
	Iteration 31Q: 3 clusters Score -358419.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -358423.250000 Penalty: 2708.547119
	Iteration 32Q: 3 clusters Score -358423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -358429.125000 Penalty: 2708.547119
	Iteration 33Q: 3 clusters Score -358429.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -358433.562500 Penalty: 2708.547119
	Iteration 34Q: 3 clusters Score -358433.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -358439.656250 Penalty: 2708.547119
	Iteration 35Q: 3 clusters Score -358439.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -358443.375000 Penalty: 2708.547119
	Iteration 36Q: 3 clusters Score -358443.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -358446.500000 Penalty: 2708.547119
	Iteration 37Q: 3 clusters Score -358446.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -358448.812500 Penalty: 2708.547119
	Iteration 38Q: 3 clusters Score -358448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -358451.125000 Penalty: 2708.547119
	Iteration 39Q: 3 clusters Score -358451.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -358455.437500 Penalty: 2708.547119
	Iteration 40F: 3 clusters Score -358455.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -358457.437500 Penalty: 2708.547119
	Iteration 41Q: 3 clusters Score -358457.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -358459.437500 Penalty: 2708.547119
	Iteration 42Q: 3 clusters Score -358459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -358459.562500 Penalty: 2708.547119
	Iteration 43Q: 3 clusters Score -358459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -358460.406250 Penalty: 2708.547119
	Iteration 44Q: 3 clusters Score -358460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -358460.468750 Penalty: 2708.547119
	Iteration 45Q: 3 clusters Score -358460.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -358460.968750 Penalty: 2708.547119
	Iteration 46Q: 3 clusters Score -358461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -358460.968750 Penalty: 2708.547119
	Iteration 47F: 3 clusters Score -358461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Entering Unmasked Estep 
Score: -523967.968750 Penalty: 1399.502319
	Iteration 0F: 2 clusters Score -523968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -519635.343750 Penalty: 2799.004639
	Iteration 0F: 3 clusters Score -519635.3 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -520829.281250 Penalty: 2799.004639
	Iteration 1F: 3 clusters Score -520829.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -521029.093750 Penalty: 2799.004639
	Iteration 2F: 3 clusters Score -521029.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -521160.125000 Penalty: 2799.004639
	Iteration 3F: 3 clusters Score -521160.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -521263.343750 Penalty: 2799.004639
	Iteration 4Q: 3 clusters Score -521263.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -521373.218750 Penalty: 2799.004639
	Iteration 5Q: 3 clusters Score -521373.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -521491.031250 Penalty: 2799.004639
	Iteration 6Q: 3 clusters Score -521491 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -521627.937500 Penalty: 2799.004639
	Iteration 7Q: 3 clusters Score -521627.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -521748.593750 Penalty: 2799.004639
	Iteration 8Q: 3 clusters Score -521748.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -521888.593750 Penalty: 2799.004639
	Iteration 9Q: 3 clusters Score -521888.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -522041.187500 Penalty: 2799.004639
	Iteration 10Q: 3 clusters Score -522041.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -522161.781250 Penalty: 2799.004639
	Iteration 11Q: 3 clusters Score -522161.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -522269.906250 Penalty: 2799.004639
	Iteration 12Q: 3 clusters Score -522269.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -522364.406250 Penalty: 2799.004639
	Iteration 13Q: 3 clusters Score -522364.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -522450.062500 Penalty: 2799.004639
	Iteration 14Q: 3 clusters Score -522450.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -522514.468750 Penalty: 2799.004639
	Iteration 15Q: 3 clusters Score -522514.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -522575.781250 Penalty: 2799.004639
	Iteration 16Q: 3 clusters Score -522575.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -522626.187500 Penalty: 2799.004639
	Iteration 17Q: 3 clusters Score -522626.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -522662.125000 Penalty: 2799.004639
	Iteration 18Q: 3 clusters Score -522662.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -522708.375000 Penalty: 2799.004639
	Iteration 19Q: 3 clusters Score -522708.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -522758.187500 Penalty: 2799.004639
	Iteration 20F: 3 clusters Score -522758.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -522789.593750 Penalty: 2799.004639
	Iteration 21Q: 3 clusters Score -522789.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -522814.718750 Penalty: 2799.004639
	Iteration 22Q: 3 clusters Score -522814.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -522836.593750 Penalty: 2799.004639
	Iteration 23Q: 3 clusters Score -522836.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -522857.187500 Penalty: 2799.004639
	Iteration 24Q: 3 clusters Score -522857.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -522883.250000 Penalty: 2799.004639
	Iteration 25Q: 3 clusters Score -522883.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -522908.750000 Penalty: 2799.004639
	Iteration 26Q: 3 clusters Score -522908.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -522935.593750 Penalty: 2799.004639
	Iteration 27Q: 3 clusters Score -522935.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -522955.468750 Penalty: 2799.004639
	Iteration 28Q: 3 clusters Score -522955.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -522971.500000 Penalty: 2799.004639
	Iteration 29Q: 3 clusters Score -522971.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -522979.875000 Penalty: 2799.004639
	Iteration 30Q: 3 clusters Score -522979.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -522983.437500 Penalty: 2799.004639
	Iteration 31Q: 3 clusters Score -522983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -522985.937500 Penalty: 2799.004639
	Iteration 32Q: 3 clusters Score -522985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -522987.000000 Penalty: 2799.004639
	Iteration 33Q: 3 clusters Score -522987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -522988.593750 Penalty: 2799.004639
	Iteration 34Q: 3 clusters Score -522988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -522988.531250 Penalty: 2799.004639
	Iteration 35Q: 3 clusters Score -522988.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -522988.531250 Penalty: 2799.004639
	Iteration 36F: 3 clusters Score -522988.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Entering Unmasked Estep 
Score: -289720.875000 Penalty: 1307.876099
	Iteration 0F: 2 clusters Score -289720.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -286884.593750 Penalty: 2615.752197
	Iteration 0F: 3 clusters Score -286884.6 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -287631.906250 Penalty: 2615.752197
	Iteration 1F: 3 clusters Score -287631.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -287813.093750 Penalty: 2615.752197
	Iteration 2F: 3 clusters Score -287813.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -287946.843750 Penalty: 2615.752197
	Iteration 3F: 3 clusters Score -287946.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -288047.156250 Penalty: 2615.752197
	Iteration 4Q: 3 clusters Score -288047.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -288149.937500 Penalty: 2615.752197
	Iteration 5Q: 3 clusters Score -288149.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -288238.750000 Penalty: 2615.752197
	Iteration 6Q: 3 clusters Score -288238.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -288326.218750 Penalty: 2615.752197
	Iteration 7Q: 3 clusters Score -288326.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -288405.250000 Penalty: 2615.752197
	Iteration 8Q: 3 clusters Score -288405.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -288492.656250 Penalty: 2615.752197
	Iteration 9Q: 3 clusters Score -288492.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -288575.437500 Penalty: 2615.752197
	Iteration 10Q: 3 clusters Score -288575.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -288685.406250 Penalty: 2615.752197
	Iteration 11Q: 3 clusters Score -288685.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -288794.531250 Penalty: 2615.752197
	Iteration 12Q: 3 clusters Score -288794.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -288883.437500 Penalty: 2615.752197
	Iteration 13Q: 3 clusters Score -288883.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -288928.562500 Penalty: 2615.752197
	Iteration 14Q: 3 clusters Score -288928.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -288960.250000 Penalty: 2615.752197
	Iteration 15Q: 3 clusters Score -288960.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -289000.187500 Penalty: 2615.752197
	Iteration 16Q: 3 clusters Score -289000.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -289026.000000 Penalty: 2615.752197
	Iteration 17Q: 3 clusters Score -289026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -289040.718750 Penalty: 2615.752197
	Iteration 18Q: 3 clusters Score -289040.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -289053.656250 Penalty: 2615.752197
	Iteration 19Q: 3 clusters Score -289053.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -289058.437500 Penalty: 2615.752197
	Iteration 20F: 3 clusters Score -289058.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -289065.468750 Penalty: 2615.752197
	Iteration 21Q: 3 clusters Score -289065.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -289075.093750 Penalty: 2615.752197
	Iteration 22Q: 3 clusters Score -289075.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -289087.593750 Penalty: 2615.752197
	Iteration 23Q: 3 clusters Score -289087.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -289102.718750 Penalty: 2615.752197
	Iteration 24Q: 3 clusters Score -289102.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -289120.750000 Penalty: 2615.752197
	Iteration 25Q: 3 clusters Score -289120.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -289132.718750 Penalty: 2615.752197
	Iteration 26Q: 3 clusters Score -289132.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -289150.031250 Penalty: 2615.752197
	Iteration 27Q: 3 clusters Score -289150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -289158.906250 Penalty: 2615.752197
	Iteration 28Q: 3 clusters Score -289158.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -289163.906250 Penalty: 2615.752197
	Iteration 29Q: 3 clusters Score -289163.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -289168.843750 Penalty: 2615.752197
	Iteration 30Q: 3 clusters Score -289168.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -289174.468750 Penalty: 2615.752197
	Iteration 31Q: 3 clusters Score -289174.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -289178.843750 Penalty: 2615.752197
	Iteration 32Q: 3 clusters Score -289178.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -289182.625000 Penalty: 2615.752197
	Iteration 33Q: 3 clusters Score -289182.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -289186.625000 Penalty: 2615.752197
	Iteration 34Q: 3 clusters Score -289186.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -289191.281250 Penalty: 2615.752197
	Iteration 35Q: 3 clusters Score -289191.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -289194.500000 Penalty: 2615.752197
	Iteration 36Q: 3 clusters Score -289194.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -289197.531250 Penalty: 2615.752197
	Iteration 37Q: 3 clusters Score -289197.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -289199.500000 Penalty: 2615.752197
	Iteration 38Q: 3 clusters Score -289199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -289201.156250 Penalty: 2615.752197
	Iteration 39Q: 3 clusters Score -289201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -289202.875000 Penalty: 2615.752197
	Iteration 40F: 3 clusters Score -289202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -289205.500000 Penalty: 2615.752197
	Iteration 41Q: 3 clusters Score -289205.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -289205.500000 Penalty: 2615.752197
	Iteration 42F: 3 clusters Score -289205.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Entering Unmasked Estep 
Score: -4280307.500000 Penalty: 1738.420532
	Iteration 0F: 2 clusters Score -4280308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -4250673.000000 Penalty: 3476.841064
	Iteration 0F: 3 clusters Score -4250673 nChanged 20691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -4262193.500000 Penalty: 3476.841064
	Iteration 1F: 3 clusters Score -4262194 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -4262641.500000 Penalty: 3476.841064
	Iteration 2Q: 3 clusters Score -4262642 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -4263058.500000 Penalty: 3476.841064
	Iteration 3Q: 3 clusters Score -4263058 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -4263563.500000 Penalty: 3476.841064
	Iteration 4Q: 3 clusters Score -4263564 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4264110.000000 Penalty: 3476.841064
	Iteration 5Q: 3 clusters Score -4264110 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4264836.500000 Penalty: 3476.841064
	Iteration 6Q: 3 clusters Score -4264836 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -4265960.500000 Penalty: 3476.841064
	Iteration 7Q: 3 clusters Score -4265960 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4267545.500000 Penalty: 3476.841064
	Iteration 8F: 3 clusters Score -4267546 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -4269629.500000 Penalty: 3476.841064
	Iteration 9F: 3 clusters Score -4269630 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -4271995.000000 Penalty: 3476.841064
	Iteration 10F: 3 clusters Score -4271995 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -4274007.000000 Penalty: 3476.841064
	Iteration 11F: 3 clusters Score -4274007 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -4275402.000000 Penalty: 3476.841064
	Iteration 12Q: 3 clusters Score -4275402 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4276352.500000 Penalty: 3476.841064
	Iteration 13Q: 3 clusters Score -4276352 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4277022.000000 Penalty: 3476.841064
	Iteration 14Q: 3 clusters Score -4277022 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4277512.500000 Penalty: 3476.841064
	Iteration 15Q: 3 clusters Score -4277512 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4277859.500000 Penalty: 3476.841064
	Iteration 16Q: 3 clusters Score -4277860 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4278126.500000 Penalty: 3476.841064
	Iteration 17Q: 3 clusters Score -4278126 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4278307.000000 Penalty: 3476.841064
	Iteration 18Q: 3 clusters Score -4278307 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4278431.000000 Penalty: 3476.841064
	Iteration 19Q: 3 clusters Score -4278431 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4278520.000000 Penalty: 3476.841064
	Iteration 20F: 3 clusters Score -4278520 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4278574.500000 Penalty: 3476.841064
	Iteration 21Q: 3 clusters Score -4278574 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4278613.500000 Penalty: 3476.841064
	Iteration 22Q: 3 clusters Score -4278614 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4278659.500000 Penalty: 3476.841064
	Iteration 23Q: 3 clusters Score -4278660 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4278684.000000 Penalty: 3476.841064
	Iteration 24Q: 3 clusters Score -4278684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4278712.500000 Penalty: 3476.841064
	Iteration 25Q: 3 clusters Score -4278712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4278747.000000 Penalty: 3476.841064
	Iteration 26Q: 3 clusters Score -4278747 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4278772.000000 Penalty: 3476.841064
	Iteration 27Q: 3 clusters Score -4278772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4278800.000000 Penalty: 3476.841064
	Iteration 28Q: 3 clusters Score -4278800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4278806.000000 Penalty: 3476.841064
	Iteration 29Q: 3 clusters Score -4278806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4278823.500000 Penalty: 3476.841064
	Iteration 30Q: 3 clusters Score -4278824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4278837.500000 Penalty: 3476.841064
	Iteration 31Q: 3 clusters Score -4278838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4278843.000000 Penalty: 3476.841064
	Iteration 32Q: 3 clusters Score -4278843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4278847.500000 Penalty: 3476.841064
	Iteration 33Q: 3 clusters Score -4278848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4278851.500000 Penalty: 3476.841064
	Iteration 34Q: 3 clusters Score -4278852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4278854.000000 Penalty: 3476.841064
	Iteration 35Q: 3 clusters Score -4278854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4278852.500000 Penalty: 3476.841064
	Iteration 36Q: 3 clusters Score -4278852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4278863.500000 Penalty: 3476.841064
	Iteration 37Q: 3 clusters Score -4278864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4278864.500000 Penalty: 3476.841064
	Iteration 38Q: 3 clusters Score -4278864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4278875.500000 Penalty: 3476.841064
	Iteration 39Q: 3 clusters Score -4278876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4278890.000000 Penalty: 3476.841064
	Iteration 40F: 3 clusters Score -4278890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4278892.000000 Penalty: 3476.841064
	Iteration 41Q: 3 clusters Score -4278892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4278893.000000 Penalty: 3476.841064
	Iteration 42Q: 3 clusters Score -4278893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4278895.500000 Penalty: 3476.841064
	Iteration 43Q: 3 clusters Score -4278896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4278896.500000 Penalty: 3476.841064
	Iteration 44Q: 3 clusters Score -4278896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4278898.000000 Penalty: 3476.841064
	Iteration 45Q: 3 clusters Score -4278898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4278903.000000 Penalty: 3476.841064
	Iteration 46Q: 3 clusters Score -4278903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4278904.000000 Penalty: 3476.841064
	Iteration 47Q: 3 clusters Score -4278904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4278901.500000 Penalty: 3476.841064
	Iteration 48Q: 3 clusters Score -4278902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4278905.000000 Penalty: 3476.841064
	Iteration 49Q: 3 clusters Score -4278905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4278905.000000 Penalty: 3476.841064
	Iteration 50F: 3 clusters Score -4278905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Entering Unmasked Estep 
Score: -1759516.375000 Penalty: 1598.933228
	Iteration 0F: 2 clusters Score -1759516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1746609.875000 Penalty: 3197.866455
	Iteration 0F: 3 clusters Score -1746610 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1751306.250000 Penalty: 3197.866455
	Iteration 1F: 3 clusters Score -1751306 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1751744.250000 Penalty: 3197.866455
	Iteration 2F: 3 clusters Score -1751744 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1752212.500000 Penalty: 3197.866455
	Iteration 3F: 3 clusters Score -1752212 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1752739.625000 Penalty: 3197.866455
	Iteration 4F: 3 clusters Score -1752740 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1753302.625000 Penalty: 3197.866455
	Iteration 5F: 3 clusters Score -1753303 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1753928.125000 Penalty: 3197.866455
	Iteration 6F: 3 clusters Score -1753928 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1754594.250000 Penalty: 3197.866455
	Iteration 7F: 3 clusters Score -1754594 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1755305.250000 Penalty: 3197.866455
	Iteration 8F: 3 clusters Score -1755305 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1755999.875000 Penalty: 3197.866455
	Iteration 9Q: 3 clusters Score -1756000 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1756592.500000 Penalty: 3197.866455
	Iteration 10Q: 3 clusters Score -1756592 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1757046.625000 Penalty: 3197.866455
	Iteration 11Q: 3 clusters Score -1757047 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1757411.500000 Penalty: 3197.866455
	Iteration 12Q: 3 clusters Score -1757412 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1757684.125000 Penalty: 3197.866455
	Iteration 13Q: 3 clusters Score -1757684 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1757879.625000 Penalty: 3197.866455
	Iteration 14Q: 3 clusters Score -1757880 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1758045.000000 Penalty: 3197.866455
	Iteration 15Q: 3 clusters Score -1758045 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1758154.375000 Penalty: 3197.866455
	Iteration 16Q: 3 clusters Score -1758154 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1758221.875000 Penalty: 3197.866455
	Iteration 17Q: 3 clusters Score -1758222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1758260.125000 Penalty: 3197.866455
	Iteration 18Q: 3 clusters Score -1758260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1758287.625000 Penalty: 3197.866455
	Iteration 19Q: 3 clusters Score -1758288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1758303.375000 Penalty: 3197.866455
	Iteration 20F: 3 clusters Score -1758303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1758316.125000 Penalty: 3197.866455
	Iteration 21Q: 3 clusters Score -1758316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1758320.500000 Penalty: 3197.866455
	Iteration 22Q: 3 clusters Score -1758320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1758326.250000 Penalty: 3197.866455
	Iteration 23Q: 3 clusters Score -1758326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1758333.375000 Penalty: 3197.866455
	Iteration 24Q: 3 clusters Score -1758333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1758333.250000 Penalty: 3197.866455
	Iteration 25Q: 3 clusters Score -1758333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1758338.250000 Penalty: 3197.866455
	Iteration 26Q: 3 clusters Score -1758338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1758338.500000 Penalty: 3197.866455
	Iteration 27Q: 3 clusters Score -1758338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1758339.750000 Penalty: 3197.866455
	Iteration 28Q: 3 clusters Score -1758340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1758342.625000 Penalty: 3197.866455
	Iteration 29Q: 3 clusters Score -1758343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -1758344.500000 Penalty: 3197.866455
	Iteration 30Q: 3 clusters Score -1758344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1758345.875000 Penalty: 3197.866455
	Iteration 31Q: 3 clusters Score -1758346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1758344.500000 Penalty: 3197.866455
	Iteration 32Q: 3 clusters Score -1758344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1758345.000000 Penalty: 3197.866455
	Iteration 33Q: 3 clusters Score -1758345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1758347.875000 Penalty: 3197.866455
	Iteration 34Q: 3 clusters Score -1758348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1758347.375000 Penalty: 3197.866455
	Iteration 35Q: 3 clusters Score -1758347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1758350.000000 Penalty: 3197.866455
	Iteration 36Q: 3 clusters Score -1758350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1758351.375000 Penalty: 3197.866455
	Iteration 37Q: 3 clusters Score -1758351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1758353.500000 Penalty: 3197.866455
	Iteration 38Q: 3 clusters Score -1758354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1758353.000000 Penalty: 3197.866455
	Iteration 39Q: 3 clusters Score -1758353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1758352.250000 Penalty: 3197.866455
	Iteration 40F: 3 clusters Score -1758352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1758352.500000 Penalty: 3197.866455
	Iteration 41Q: 3 clusters Score -1758352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1758353.250000 Penalty: 3197.866455
	Iteration 42Q: 3 clusters Score -1758353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1758355.375000 Penalty: 3197.866455
	Iteration 43Q: 3 clusters Score -1758355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1758355.125000 Penalty: 3197.866455
	Iteration 44Q: 3 clusters Score -1758355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1758356.625000 Penalty: 3197.866455
	Iteration 45Q: 3 clusters Score -1758357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1758356.625000 Penalty: 3197.866455
	Iteration 46F: 3 clusters Score -1758357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -228700.718750 Penalty: 1265.584351
	Iteration 0F: 2 clusters Score -228700.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -226371.031250 Penalty: 2531.168701
	Iteration 0F: 3 clusters Score -226371 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -226912.250000 Penalty: 2531.168701
	Iteration 1F: 3 clusters Score -226912.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -227012.437500 Penalty: 2531.168701
	Iteration 2F: 3 clusters Score -227012.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -227069.562500 Penalty: 2531.168701
	Iteration 3Q: 3 clusters Score -227069.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -227122.015625 Penalty: 2531.168701
	Iteration 4Q: 3 clusters Score -227122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -227160.203125 Penalty: 2531.168701
	Iteration 5Q: 3 clusters Score -227160.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -227191.031250 Penalty: 2531.168701
	Iteration 6Q: 3 clusters Score -227191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -227234.296875 Penalty: 2531.168701
	Iteration 7Q: 3 clusters Score -227234.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -227282.625000 Penalty: 2531.168701
	Iteration 8Q: 3 clusters Score -227282.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -227336.031250 Penalty: 2531.168701
	Iteration 9Q: 3 clusters Score -227336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -227381.593750 Penalty: 2531.168701
	Iteration 10Q: 3 clusters Score -227381.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -227417.546875 Penalty: 2531.168701
	Iteration 11Q: 3 clusters Score -227417.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -227444.984375 Penalty: 2531.168701
	Iteration 12Q: 3 clusters Score -227445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -227468.078125 Penalty: 2531.168701
	Iteration 13Q: 3 clusters Score -227468.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -227498.703125 Penalty: 2531.168701
	Iteration 14Q: 3 clusters Score -227498.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -227524.015625 Penalty: 2531.168701
	Iteration 15Q: 3 clusters Score -227524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -227541.343750 Penalty: 2531.168701
	Iteration 16Q: 3 clusters Score -227541.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -227559.015625 Penalty: 2531.168701
	Iteration 17Q: 3 clusters Score -227559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -227577.421875 Penalty: 2531.168701
	Iteration 18Q: 3 clusters Score -227577.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -227606.218750 Penalty: 2531.168701
	Iteration 19Q: 3 clusters Score -227606.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -227640.734375 Penalty: 2531.168701
	Iteration 20F: 3 clusters Score -227640.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -227664.078125 Penalty: 2531.168701
	Iteration 21Q: 3 clusters Score -227664.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -227676.843750 Penalty: 2531.168701
	Iteration 22Q: 3 clusters Score -227676.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -227683.218750 Penalty: 2531.168701
	Iteration 23Q: 3 clusters Score -227683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -227687.109375 Penalty: 2531.168701
	Iteration 24Q: 3 clusters Score -227687.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -227691.562500 Penalty: 2531.168701
	Iteration 25Q: 3 clusters Score -227691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -227694.312500 Penalty: 2531.168701
	Iteration 26Q: 3 clusters Score -227694.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -227698.593750 Penalty: 2531.168701
	Iteration 27Q: 3 clusters Score -227698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -227701.953125 Penalty: 2531.168701
	Iteration 28Q: 3 clusters Score -227702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -227704.593750 Penalty: 2531.168701
	Iteration 29Q: 3 clusters Score -227704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -227706.000000 Penalty: 2531.168701
	Iteration 30Q: 3 clusters Score -227706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -227706.500000 Penalty: 2531.168701
	Iteration 31Q: 3 clusters Score -227706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -227707.656250 Penalty: 2531.168701
	Iteration 32Q: 3 clusters Score -227707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -227707.656250 Penalty: 2531.168701
	Iteration 33F: 3 clusters Score -227707.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Entering Unmasked Estep 
Score: -1284333.875000 Penalty: 1543.217163
	Iteration 0F: 2 clusters Score -1284334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1275115.750000 Penalty: 3086.434326
	Iteration 0F: 3 clusters Score -1275116 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1278299.500000 Penalty: 3086.434326
	Iteration 1F: 3 clusters Score -1278300 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1278571.250000 Penalty: 3086.434326
	Iteration 2F: 3 clusters Score -1278571 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1278778.000000 Penalty: 3086.434326
	Iteration 3Q: 3 clusters Score -1278778 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1278946.375000 Penalty: 3086.434326
	Iteration 4Q: 3 clusters Score -1278946 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1279130.125000 Penalty: 3086.434326
	Iteration 5Q: 3 clusters Score -1279130 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1279351.000000 Penalty: 3086.434326
	Iteration 6Q: 3 clusters Score -1279351 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1279646.625000 Penalty: 3086.434326
	Iteration 7Q: 3 clusters Score -1279647 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1280016.375000 Penalty: 3086.434326
	Iteration 8Q: 3 clusters Score -1280016 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1280477.375000 Penalty: 3086.434326
	Iteration 9Q: 3 clusters Score -1280477 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1281017.625000 Penalty: 3086.434326
	Iteration 10Q: 3 clusters Score -1281018 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1281529.000000 Penalty: 3086.434326
	Iteration 11Q: 3 clusters Score -1281529 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1281909.750000 Penalty: 3086.434326
	Iteration 12Q: 3 clusters Score -1281910 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1282192.750000 Penalty: 3086.434326
	Iteration 13Q: 3 clusters Score -1282193 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1282394.375000 Penalty: 3086.434326
	Iteration 14Q: 3 clusters Score -1282394 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1282537.750000 Penalty: 3086.434326
	Iteration 15Q: 3 clusters Score -1282538 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1282644.500000 Penalty: 3086.434326
	Iteration 16Q: 3 clusters Score -1282644 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1282727.875000 Penalty: 3086.434326
	Iteration 17Q: 3 clusters Score -1282728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1282781.000000 Penalty: 3086.434326
	Iteration 18Q: 3 clusters Score -1282781 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1282824.250000 Penalty: 3086.434326
	Iteration 19Q: 3 clusters Score -1282824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1282850.125000 Penalty: 3086.434326
	Iteration 20F: 3 clusters Score -1282850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1282874.500000 Penalty: 3086.434326
	Iteration 21Q: 3 clusters Score -1282874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1282897.375000 Penalty: 3086.434326
	Iteration 22Q: 3 clusters Score -1282897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1282923.625000 Penalty: 3086.434326
	Iteration 23Q: 3 clusters Score -1282924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1282950.625000 Penalty: 3086.434326
	Iteration 24Q: 3 clusters Score -1282951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1282963.625000 Penalty: 3086.434326
	Iteration 25Q: 3 clusters Score -1282964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1282979.500000 Penalty: 3086.434326
	Iteration 26Q: 3 clusters Score -1282980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1282995.250000 Penalty: 3086.434326
	Iteration 27Q: 3 clusters Score -1282995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1283008.750000 Penalty: 3086.434326
	Iteration 28Q: 3 clusters Score -1283009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1283017.500000 Penalty: 3086.434326
	Iteration 29Q: 3 clusters Score -1283018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1283023.750000 Penalty: 3086.434326
	Iteration 30Q: 3 clusters Score -1283024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1283031.125000 Penalty: 3086.434326
	Iteration 31Q: 3 clusters Score -1283031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1283039.875000 Penalty: 3086.434326
	Iteration 32Q: 3 clusters Score -1283040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1283042.625000 Penalty: 3086.434326
	Iteration 33Q: 3 clusters Score -1283043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1283046.250000 Penalty: 3086.434326
	Iteration 34Q: 3 clusters Score -1283046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1283047.750000 Penalty: 3086.434326
	Iteration 35Q: 3 clusters Score -1283048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1283049.875000 Penalty: 3086.434326
	Iteration 36Q: 3 clusters Score -1283050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1283050.375000 Penalty: 3086.434326
	Iteration 37Q: 3 clusters Score -1283050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1283050.375000 Penalty: 3086.434326
	Iteration 38F: 3 clusters Score -1283050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -352254.187500 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -352254.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -348999.593750 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -348999.6 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -349887.906250 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -349887.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -350134.000000 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -350134 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -350347.437500 Penalty: 2676.061279
	Iteration 3F: 3 clusters Score -350347.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -350535.187500 Penalty: 2676.061279
	Iteration 4F: 3 clusters Score -350535.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -350685.000000 Penalty: 2676.061279
	Iteration 5F: 3 clusters Score -350685 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -350812.218750 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -350812.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -350928.968750 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -350929 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -351002.562500 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -351002.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -351058.125000 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -351058.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -351105.656250 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -351105.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -351145.125000 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -351145.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -351180.031250 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -351180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -351216.468750 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -351216.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -351250.375000 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -351250.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -351284.656250 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -351284.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -351307.406250 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -351307.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -351322.968750 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -351323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -351335.687500 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -351335.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -351344.468750 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -351344.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -351352.312500 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -351352.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -351362.562500 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -351362.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -351371.875000 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -351371.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -351385.562500 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -351385.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -351405.375000 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -351405.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -351429.906250 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -351429.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -351443.218750 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -351443.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -351452.687500 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -351452.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -351461.843750 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -351461.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -351467.562500 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -351467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -351468.093750 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -351468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -351468.250000 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -351468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -351469.468750 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -351469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -351470.187500 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -351470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -351470.187500 Penalty: 2676.061279
	Iteration 34F: 3 clusters Score -351470.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -158124.437500 Penalty: 1205.454346
	Iteration 0F: 2 clusters Score -158124.4 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 845 members 
Entering Unmasked Estep 
Score: -156229.078125 Penalty: 2410.908691
	Iteration 0F: 3 clusters Score -156229.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -156619.937500 Penalty: 2410.908691
	Iteration 1F: 3 clusters Score -156619.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -156712.406250 Penalty: 2410.908691
	Iteration 2F: 3 clusters Score -156712.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -156771.453125 Penalty: 2410.908691
	Iteration 3F: 3 clusters Score -156771.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -156816.593750 Penalty: 2410.908691
	Iteration 4Q: 3 clusters Score -156816.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -156841.656250 Penalty: 2410.908691
	Iteration 5Q: 3 clusters Score -156841.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -156861.390625 Penalty: 2410.908691
	Iteration 6Q: 3 clusters Score -156861.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -156871.656250 Penalty: 2410.908691
	Iteration 7Q: 3 clusters Score -156871.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -156877.578125 Penalty: 2410.908691
	Iteration 8Q: 3 clusters Score -156877.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -156881.890625 Penalty: 2410.908691
	Iteration 9Q: 3 clusters Score -156881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -156885.109375 Penalty: 2410.908691
	Iteration 10Q: 3 clusters Score -156885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -156887.750000 Penalty: 2410.908691
	Iteration 11Q: 3 clusters Score -156887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -156892.015625 Penalty: 2410.908691
	Iteration 12Q: 3 clusters Score -156892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -156892.375000 Penalty: 2410.908691
	Iteration 13Q: 3 clusters Score -156892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -156892.906250 Penalty: 2410.908691
	Iteration 14Q: 3 clusters Score -156892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -156893.890625 Penalty: 2410.908691
	Iteration 15Q: 3 clusters Score -156893.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -156893.890625 Penalty: 2410.908691
	Iteration 16F: 3 clusters Score -156893.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (122008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122008 members 
Entering Unmasked Estep 
Score: -11727142.000000 Penalty: 1903.174316
	Iteration 0F: 2 clusters Score -1.172714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -11645683.000000 Penalty: 3806.348633
	Iteration 0F: 3 clusters Score -1.164568e+07 nChanged 58575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -11680326.000000 Penalty: 3806.348633
	Iteration 1F: 3 clusters Score -1.168033e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -11681996.000000 Penalty: 3806.348633
	Iteration 2Q: 3 clusters Score -1.1682e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75345 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -11684770.000000 Penalty: 3806.348633
	Iteration 3Q: 3 clusters Score -1.168477e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -11689441.000000 Penalty: 3806.348633
	Iteration 4F: 3 clusters Score -1.168944e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -11696944.000000 Penalty: 3806.348633
	Iteration 5F: 3 clusters Score -1.169694e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -11706780.000000 Penalty: 3806.348633
	Iteration 6F: 3 clusters Score -1.170678e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112161 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -11716120.000000 Penalty: 3806.348633
	Iteration 7F: 3 clusters Score -1.171612e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118007 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -11721759.000000 Penalty: 3806.348633
	Iteration 8Q: 3 clusters Score -1.172176e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120664 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11724238.000000 Penalty: 3806.348633
	Iteration 9Q: 3 clusters Score -1.172424e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121532 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -11725037.000000 Penalty: 3806.348633
	Iteration 10Q: 3 clusters Score -1.172504e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121768 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11725292.000000 Penalty: 3806.348633
	Iteration 11Q: 3 clusters Score -1.172529e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121831 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11725373.000000 Penalty: 3806.348633
	Iteration 12Q: 3 clusters Score -1.172537e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121844 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11725430.000000 Penalty: 3806.348633
	Iteration 13Q: 3 clusters Score -1.172543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121849 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11725439.000000 Penalty: 3806.348633
	Iteration 14Q: 3 clusters Score -1.172544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121854 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11725466.000000 Penalty: 3806.348633
	Iteration 15Q: 3 clusters Score -1.172547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121852 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11725477.000000 Penalty: 3806.348633
	Iteration 16Q: 3 clusters Score -1.172548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121853 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11725472.000000 Penalty: 3806.348633
	Iteration 17Q: 3 clusters Score -1.172547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121854 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11725477.000000 Penalty: 3806.348633
	Iteration 18Q: 3 clusters Score -1.172548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121854 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11725477.000000 Penalty: 3806.348633
	Iteration 19F: 3 clusters Score -1.172548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121853 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11725474.000000 Penalty: 3806.348633
	Iteration 20F: 3 clusters Score -1.172547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121852 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11725470.000000 Penalty: 3806.348633
	Iteration 21Q: 3 clusters Score -1.172547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121852 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11725470.000000 Penalty: 3806.348633
	Iteration 22F: 3 clusters Score -1.172547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Entering Unmasked Estep 
Score: -873310.625000 Penalty: 1484.817627
	Iteration 0F: 2 clusters Score -873310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -866552.937500 Penalty: 2969.635254
	Iteration 0F: 3 clusters Score -866552.9 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -868701.937500 Penalty: 2969.635254
	Iteration 1F: 3 clusters Score -868701.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -869003.812500 Penalty: 2969.635254
	Iteration 2F: 3 clusters Score -869003.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -869309.750000 Penalty: 2969.635254
	Iteration 3F: 3 clusters Score -869309.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -869619.250000 Penalty: 2969.635254
	Iteration 4F: 3 clusters Score -869619.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -869936.625000 Penalty: 2969.635254
	Iteration 5F: 3 clusters Score -869936.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -870264.312500 Penalty: 2969.635254
	Iteration 6F: 3 clusters Score -870264.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -870623.625000 Penalty: 2969.635254
	Iteration 7F: 3 clusters Score -870623.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -870984.937500 Penalty: 2969.635254
	Iteration 8F: 3 clusters Score -870984.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -871321.875000 Penalty: 2969.635254
	Iteration 9Q: 3 clusters Score -871321.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -871627.187500 Penalty: 2969.635254
	Iteration 10Q: 3 clusters Score -871627.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -871843.187500 Penalty: 2969.635254
	Iteration 11Q: 3 clusters Score -871843.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -872008.812500 Penalty: 2969.635254
	Iteration 12Q: 3 clusters Score -872008.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -872194.375000 Penalty: 2969.635254
	Iteration 13Q: 3 clusters Score -872194.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -872368.750000 Penalty: 2969.635254
	Iteration 14Q: 3 clusters Score -872368.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -872438.312500 Penalty: 2969.635254
	Iteration 15Q: 3 clusters Score -872438.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -872456.562500 Penalty: 2969.635254
	Iteration 16Q: 3 clusters Score -872456.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -872473.875000 Penalty: 2969.635254
	Iteration 17Q: 3 clusters Score -872473.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -872484.437500 Penalty: 2969.635254
	Iteration 18Q: 3 clusters Score -872484.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -872489.187500 Penalty: 2969.635254
	Iteration 19Q: 3 clusters Score -872489.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -872498.125000 Penalty: 2969.635254
	Iteration 20F: 3 clusters Score -872498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -872500.500000 Penalty: 2969.635254
	Iteration 21Q: 3 clusters Score -872500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -872501.500000 Penalty: 2969.635254
	Iteration 22Q: 3 clusters Score -872501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -872502.250000 Penalty: 2969.635254
	Iteration 23Q: 3 clusters Score -872502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -872506.687500 Penalty: 2969.635254
	Iteration 24Q: 3 clusters Score -872506.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -872507.875000 Penalty: 2969.635254
	Iteration 25Q: 3 clusters Score -872507.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -872508.562500 Penalty: 2969.635254
	Iteration 26Q: 3 clusters Score -872508.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -872509.500000 Penalty: 2969.635254
	Iteration 27Q: 3 clusters Score -872509.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -872509.500000 Penalty: 2969.635254
	Iteration 28F: 3 clusters Score -872509.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Entering Unmasked Estep 
Score: -1154571.375000 Penalty: 1525.941528
	Iteration 0F: 2 clusters Score -1154571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1146016.750000 Penalty: 3051.883057
	Iteration 0F: 3 clusters Score -1146017 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1148904.625000 Penalty: 3051.883057
	Iteration 1F: 3 clusters Score -1148905 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1149188.000000 Penalty: 3051.883057
	Iteration 2F: 3 clusters Score -1149188 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1149432.750000 Penalty: 3051.883057
	Iteration 3Q: 3 clusters Score -1149433 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1149722.250000 Penalty: 3051.883057
	Iteration 4Q: 3 clusters Score -1149722 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1150056.625000 Penalty: 3051.883057
	Iteration 5Q: 3 clusters Score -1150057 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1150412.000000 Penalty: 3051.883057
	Iteration 6Q: 3 clusters Score -1150412 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1150844.250000 Penalty: 3051.883057
	Iteration 7Q: 3 clusters Score -1150844 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1151327.750000 Penalty: 3051.883057
	Iteration 8F: 3 clusters Score -1151328 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1151792.125000 Penalty: 3051.883057
	Iteration 9F: 3 clusters Score -1151792 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1152186.500000 Penalty: 3051.883057
	Iteration 10Q: 3 clusters Score -1152186 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1152507.250000 Penalty: 3051.883057
	Iteration 11Q: 3 clusters Score -1152507 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1152753.125000 Penalty: 3051.883057
	Iteration 12Q: 3 clusters Score -1152753 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1152934.500000 Penalty: 3051.883057
	Iteration 13Q: 3 clusters Score -1152934 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1153042.875000 Penalty: 3051.883057
	Iteration 14Q: 3 clusters Score -1153043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1153111.500000 Penalty: 3051.883057
	Iteration 15Q: 3 clusters Score -1153112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1153160.125000 Penalty: 3051.883057
	Iteration 16Q: 3 clusters Score -1153160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1153198.125000 Penalty: 3051.883057
	Iteration 17Q: 3 clusters Score -1153198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1153225.625000 Penalty: 3051.883057
	Iteration 18Q: 3 clusters Score -1153226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1153243.875000 Penalty: 3051.883057
	Iteration 19Q: 3 clusters Score -1153244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1153253.625000 Penalty: 3051.883057
	Iteration 20F: 3 clusters Score -1153254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1153262.250000 Penalty: 3051.883057
	Iteration 21Q: 3 clusters Score -1153262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1153265.875000 Penalty: 3051.883057
	Iteration 22Q: 3 clusters Score -1153266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1153267.750000 Penalty: 3051.883057
	Iteration 23Q: 3 clusters Score -1153268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1153270.875000 Penalty: 3051.883057
	Iteration 24Q: 3 clusters Score -1153271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1153270.875000 Penalty: 3051.883057
	Iteration 25F: 3 clusters Score -1153271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -53411.945312 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -53411.95 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: -52263.171875 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -52263.17 nChanged 135
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: -52438.054688 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -52438.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -52487.808594 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -52487.81 nChanged 18
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: -52509.648438 Penalty: 2064.604492
	Iteration 3Q: 3 clusters Score -52509.65 nChanged 4
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: -52522.218750 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -52522.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52530.492188 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -52530.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52535.929688 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -52535.93 nChanged 1
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: -52538.359375 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -52538.36 nChanged 0
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: -52538.359375 Penalty: 2064.604492
	Iteration 8F: 3 clusters Score -52538.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -555950.500000 Penalty: 1405.535400
	Iteration 0F: 2 clusters Score -555950.5 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 2864 members 
Entering Unmasked Estep 
Score: -551489.250000 Penalty: 2811.070801
	Iteration 0F: 3 clusters Score -551489.2 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -552696.437500 Penalty: 2811.070801
	Iteration 1F: 3 clusters Score -552696.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -552877.312500 Penalty: 2811.070801
	Iteration 2F: 3 clusters Score -552877.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -552995.062500 Penalty: 2811.070801
	Iteration 3Q: 3 clusters Score -552995.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -553073.562500 Penalty: 2811.070801
	Iteration 4Q: 3 clusters Score -553073.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -553139.562500 Penalty: 2811.070801
	Iteration 5Q: 3 clusters Score -553139.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -553202.375000 Penalty: 2811.070801
	Iteration 6Q: 3 clusters Score -553202.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -553278.687500 Penalty: 2811.070801
	Iteration 7Q: 3 clusters Score -553278.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -553356.062500 Penalty: 2811.070801
	Iteration 8Q: 3 clusters Score -553356.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -553449.062500 Penalty: 2811.070801
	Iteration 9Q: 3 clusters Score -553449.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -553558.687500 Penalty: 2811.070801
	Iteration 10Q: 3 clusters Score -553558.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -553704.812500 Penalty: 2811.070801
	Iteration 11Q: 3 clusters Score -553704.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -553882.812500 Penalty: 2811.070801
	Iteration 12Q: 3 clusters Score -553882.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -554083.000000 Penalty: 2811.070801
	Iteration 13Q: 3 clusters Score -554083 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -554273.250000 Penalty: 2811.070801
	Iteration 14Q: 3 clusters Score -554273.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -554427.687500 Penalty: 2811.070801
	Iteration 15Q: 3 clusters Score -554427.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -554540.312500 Penalty: 2811.070801
	Iteration 16Q: 3 clusters Score -554540.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -554625.562500 Penalty: 2811.070801
	Iteration 17Q: 3 clusters Score -554625.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -554687.937500 Penalty: 2811.070801
	Iteration 18Q: 3 clusters Score -554687.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -554721.875000 Penalty: 2811.070801
	Iteration 19Q: 3 clusters Score -554721.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -554747.562500 Penalty: 2811.070801
	Iteration 20F: 3 clusters Score -554747.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -554768.562500 Penalty: 2811.070801
	Iteration 21Q: 3 clusters Score -554768.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -554778.937500 Penalty: 2811.070801
	Iteration 22Q: 3 clusters Score -554778.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -554784.625000 Penalty: 2811.070801
	Iteration 23Q: 3 clusters Score -554784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -554788.500000 Penalty: 2811.070801
	Iteration 24Q: 3 clusters Score -554788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -554791.687500 Penalty: 2811.070801
	Iteration 25Q: 3 clusters Score -554791.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -554791.687500 Penalty: 2811.070801
	Iteration 26F: 3 clusters Score -554791.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Entering Unmasked Estep 
Score: -801014.250000 Penalty: 1466.636475
	Iteration 0F: 2 clusters Score -801014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -794932.187500 Penalty: 2933.272949
	Iteration 0F: 3 clusters Score -794932.2 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -796739.750000 Penalty: 2933.272949
	Iteration 1F: 3 clusters Score -796739.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -796927.687500 Penalty: 2933.272949
	Iteration 2F: 3 clusters Score -796927.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -797063.875000 Penalty: 2933.272949
	Iteration 3Q: 3 clusters Score -797063.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -797181.750000 Penalty: 2933.272949
	Iteration 4Q: 3 clusters Score -797181.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -797290.500000 Penalty: 2933.272949
	Iteration 5Q: 3 clusters Score -797290.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -797389.437500 Penalty: 2933.272949
	Iteration 6Q: 3 clusters Score -797389.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -797472.062500 Penalty: 2933.272949
	Iteration 7Q: 3 clusters Score -797472.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -797550.312500 Penalty: 2933.272949
	Iteration 8Q: 3 clusters Score -797550.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -797628.437500 Penalty: 2933.272949
	Iteration 9Q: 3 clusters Score -797628.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -797730.937500 Penalty: 2933.272949
	Iteration 10Q: 3 clusters Score -797730.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -797861.625000 Penalty: 2933.272949
	Iteration 11Q: 3 clusters Score -797861.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -798006.562500 Penalty: 2933.272949
	Iteration 12Q: 3 clusters Score -798006.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -798176.750000 Penalty: 2933.272949
	Iteration 13Q: 3 clusters Score -798176.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -798361.250000 Penalty: 2933.272949
	Iteration 14Q: 3 clusters Score -798361.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -798575.750000 Penalty: 2933.272949
	Iteration 15Q: 3 clusters Score -798575.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -798798.750000 Penalty: 2933.272949
	Iteration 16Q: 3 clusters Score -798798.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -798997.750000 Penalty: 2933.272949
	Iteration 17Q: 3 clusters Score -798997.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -799170.375000 Penalty: 2933.272949
	Iteration 18Q: 3 clusters Score -799170.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -799308.187500 Penalty: 2933.272949
	Iteration 19Q: 3 clusters Score -799308.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -799412.875000 Penalty: 2933.272949
	Iteration 20F: 3 clusters Score -799412.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -799500.687500 Penalty: 2933.272949
	Iteration 21Q: 3 clusters Score -799500.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -799566.312500 Penalty: 2933.272949
	Iteration 22Q: 3 clusters Score -799566.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -799624.000000 Penalty: 2933.272949
	Iteration 23Q: 3 clusters Score -799624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -799663.500000 Penalty: 2933.272949
	Iteration 24Q: 3 clusters Score -799663.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -799684.500000 Penalty: 2933.272949
	Iteration 25Q: 3 clusters Score -799684.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -799699.437500 Penalty: 2933.272949
	Iteration 26Q: 3 clusters Score -799699.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -799708.250000 Penalty: 2933.272949
	Iteration 27Q: 3 clusters Score -799708.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -799722.312500 Penalty: 2933.272949
	Iteration 28Q: 3 clusters Score -799722.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -799730.875000 Penalty: 2933.272949
	Iteration 29Q: 3 clusters Score -799730.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -799738.000000 Penalty: 2933.272949
	Iteration 30Q: 3 clusters Score -799738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -799742.500000 Penalty: 2933.272949
	Iteration 31Q: 3 clusters Score -799742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -799748.812500 Penalty: 2933.272949
	Iteration 32Q: 3 clusters Score -799748.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -799753.500000 Penalty: 2933.272949
	Iteration 33Q: 3 clusters Score -799753.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -799754.875000 Penalty: 2933.272949
	Iteration 34Q: 3 clusters Score -799754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -799756.000000 Penalty: 2933.272949
	Iteration 35Q: 3 clusters Score -799756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -799757.125000 Penalty: 2933.272949
	Iteration 36Q: 3 clusters Score -799757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -799759.750000 Penalty: 2933.272949
	Iteration 37Q: 3 clusters Score -799759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -799760.250000 Penalty: 2933.272949
	Iteration 38Q: 3 clusters Score -799760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -799760.250000 Penalty: 2933.272949
	Iteration 39Q: 3 clusters Score -799760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -799761.187500 Penalty: 2933.272949
	Iteration 40F: 3 clusters Score -799761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Entering Unmasked Estep 
Score: -2187069.000000 Penalty: 1629.342285
	Iteration 0F: 2 clusters Score -2187069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2171732.500000 Penalty: 3258.684570
	Iteration 0F: 3 clusters Score -2171732 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2177367.750000 Penalty: 3258.684570
	Iteration 1F: 3 clusters Score -2177368 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2177947.750000 Penalty: 3258.684570
	Iteration 2F: 3 clusters Score -2177948 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2178556.750000 Penalty: 3258.684570
	Iteration 3F: 3 clusters Score -2178557 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2179206.750000 Penalty: 3258.684570
	Iteration 4F: 3 clusters Score -2179207 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2179982.500000 Penalty: 3258.684570
	Iteration 5F: 3 clusters Score -2179982 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2181016.500000 Penalty: 3258.684570
	Iteration 6F: 3 clusters Score -2181016 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2182153.750000 Penalty: 3258.684570
	Iteration 7F: 3 clusters Score -2182154 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2183004.000000 Penalty: 3258.684570
	Iteration 8F: 3 clusters Score -2183004 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2183408.250000 Penalty: 3258.684570
	Iteration 9Q: 3 clusters Score -2183408 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2183574.500000 Penalty: 3258.684570
	Iteration 10Q: 3 clusters Score -2183574 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2183698.750000 Penalty: 3258.684570
	Iteration 11Q: 3 clusters Score -2183699 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2183791.750000 Penalty: 3258.684570
	Iteration 12Q: 3 clusters Score -2183792 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2183868.250000 Penalty: 3258.684570
	Iteration 13Q: 3 clusters Score -2183868 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2183929.500000 Penalty: 3258.684570
	Iteration 14Q: 3 clusters Score -2183930 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2184010.750000 Penalty: 3258.684570
	Iteration 15Q: 3 clusters Score -2184011 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2184089.500000 Penalty: 3258.684570
	Iteration 16Q: 3 clusters Score -2184090 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2184152.750000 Penalty: 3258.684570
	Iteration 17Q: 3 clusters Score -2184153 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2184215.000000 Penalty: 3258.684570
	Iteration 18Q: 3 clusters Score -2184215 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2184265.750000 Penalty: 3258.684570
	Iteration 19Q: 3 clusters Score -2184266 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2184327.500000 Penalty: 3258.684570
	Iteration 20F: 3 clusters Score -2184328 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2184397.000000 Penalty: 3258.684570
	Iteration 21Q: 3 clusters Score -2184397 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2184464.000000 Penalty: 3258.684570
	Iteration 22Q: 3 clusters Score -2184464 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2184529.250000 Penalty: 3258.684570
	Iteration 23Q: 3 clusters Score -2184529 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2184590.750000 Penalty: 3258.684570
	Iteration 24Q: 3 clusters Score -2184591 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2184655.000000 Penalty: 3258.684570
	Iteration 25Q: 3 clusters Score -2184655 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2184704.750000 Penalty: 3258.684570
	Iteration 26Q: 3 clusters Score -2184705 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2184746.500000 Penalty: 3258.684570
	Iteration 27Q: 3 clusters Score -2184746 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2184800.750000 Penalty: 3258.684570
	Iteration 28Q: 3 clusters Score -2184801 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2184855.000000 Penalty: 3258.684570
	Iteration 29Q: 3 clusters Score -2184855 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2184903.000000 Penalty: 3258.684570
	Iteration 30Q: 3 clusters Score -2184903 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2184960.250000 Penalty: 3258.684570
	Iteration 31Q: 3 clusters Score -2184960 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2185006.500000 Penalty: 3258.684570
	Iteration 32Q: 3 clusters Score -2185006 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2185057.000000 Penalty: 3258.684570
	Iteration 33Q: 3 clusters Score -2185057 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2185103.250000 Penalty: 3258.684570
	Iteration 34Q: 3 clusters Score -2185103 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2185149.250000 Penalty: 3258.684570
	Iteration 35Q: 3 clusters Score -2185149 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2185197.750000 Penalty: 3258.684570
	Iteration 36Q: 3 clusters Score -2185198 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2185242.500000 Penalty: 3258.684570
	Iteration 37Q: 3 clusters Score -2185242 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2185287.500000 Penalty: 3258.684570
	Iteration 38Q: 3 clusters Score -2185288 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2185345.000000 Penalty: 3258.684570
	Iteration 39Q: 3 clusters Score -2185345 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2185400.250000 Penalty: 3258.684570
	Iteration 40F: 3 clusters Score -2185400 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2185453.750000 Penalty: 3258.684570
	Iteration 41Q: 3 clusters Score -2185454 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2185490.750000 Penalty: 3258.684570
	Iteration 42Q: 3 clusters Score -2185491 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2185531.500000 Penalty: 3258.684570
	Iteration 43Q: 3 clusters Score -2185532 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2185582.750000 Penalty: 3258.684570
	Iteration 44Q: 3 clusters Score -2185583 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2185625.750000 Penalty: 3258.684570
	Iteration 45Q: 3 clusters Score -2185626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2185657.500000 Penalty: 3258.684570
	Iteration 46Q: 3 clusters Score -2185658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2185672.250000 Penalty: 3258.684570
	Iteration 47Q: 3 clusters Score -2185672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2185691.000000 Penalty: 3258.684570
	Iteration 48Q: 3 clusters Score -2185691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2185706.500000 Penalty: 3258.684570
	Iteration 49Q: 3 clusters Score -2185706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2185709.000000 Penalty: 3258.684570
	Iteration 50Q: 3 clusters Score -2185709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2185715.250000 Penalty: 3258.684570
	Iteration 51Q: 3 clusters Score -2185715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2185728.000000 Penalty: 3258.684570
	Iteration 52Q: 3 clusters Score -2185728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2185730.250000 Penalty: 3258.684570
	Iteration 53Q: 3 clusters Score -2185730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2185737.750000 Penalty: 3258.684570
	Iteration 54Q: 3 clusters Score -2185738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2185741.500000 Penalty: 3258.684570
	Iteration 55Q: 3 clusters Score -2185742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2185740.250000 Penalty: 3258.684570
	Iteration 56Q: 3 clusters Score -2185740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2185743.750000 Penalty: 3258.684570
	Iteration 57Q: 3 clusters Score -2185744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2185753.750000 Penalty: 3258.684570
	Iteration 58Q: 3 clusters Score -2185754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2185754.000000 Penalty: 3258.684570
	Iteration 59Q: 3 clusters Score -2185754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2185758.000000 Penalty: 3258.684570
	Iteration 60F: 3 clusters Score -2185758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2185762.000000 Penalty: 3258.684570
	Iteration 61Q: 3 clusters Score -2185762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -2185769.750000 Penalty: 3258.684570
	Iteration 62Q: 3 clusters Score -2185770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2185775.250000 Penalty: 3258.684570
	Iteration 63Q: 3 clusters Score -2185775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2185784.500000 Penalty: 3258.684570
	Iteration 64Q: 3 clusters Score -2185784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2185796.250000 Penalty: 3258.684570
	Iteration 65Q: 3 clusters Score -2185796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2185800.750000 Penalty: 3258.684570
	Iteration 66Q: 3 clusters Score -2185801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2185807.250000 Penalty: 3258.684570
	Iteration 67Q: 3 clusters Score -2185807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2185807.500000 Penalty: 3258.684570
	Iteration 68Q: 3 clusters Score -2185808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2185810.750000 Penalty: 3258.684570
	Iteration 69Q: 3 clusters Score -2185811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2185809.750000 Penalty: 3258.684570
	Iteration 70Q: 3 clusters Score -2185810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2185811.750000 Penalty: 3258.684570
	Iteration 71Q: 3 clusters Score -2185812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2185810.250000 Penalty: 3258.684570
	Iteration 72Q: 3 clusters Score -2185810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2185810.750000 Penalty: 3258.684570
	Iteration 73Q: 3 clusters Score -2185811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2185808.500000 Penalty: 3258.684570
	Iteration 74Q: 3 clusters Score -2185808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2185808.500000 Penalty: 3258.684570
	Iteration 75F: 3 clusters Score -2185808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Entering Unmasked Estep 
Score: -1587558.625000 Penalty: 1581.255005
	Iteration 0F: 2 clusters Score -1587559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1576037.125000 Penalty: 3162.510010
	Iteration 0F: 3 clusters Score -1576037 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1579995.375000 Penalty: 3162.510010
	Iteration 1F: 3 clusters Score -1579995 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1580275.375000 Penalty: 3162.510010
	Iteration 2F: 3 clusters Score -1580275 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1580558.875000 Penalty: 3162.510010
	Iteration 3Q: 3 clusters Score -1580559 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1580853.250000 Penalty: 3162.510010
	Iteration 4Q: 3 clusters Score -1580853 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1581253.750000 Penalty: 3162.510010
	Iteration 5Q: 3 clusters Score -1581254 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1581801.625000 Penalty: 3162.510010
	Iteration 6F: 3 clusters Score -1581802 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1582467.625000 Penalty: 3162.510010
	Iteration 7F: 3 clusters Score -1582468 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1583313.000000 Penalty: 3162.510010
	Iteration 8F: 3 clusters Score -1583313 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1584164.875000 Penalty: 3162.510010
	Iteration 9F: 3 clusters Score -1584165 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1584934.750000 Penalty: 3162.510010
	Iteration 10F: 3 clusters Score -1584935 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1585464.875000 Penalty: 3162.510010
	Iteration 11Q: 3 clusters Score -1585465 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1585827.125000 Penalty: 3162.510010
	Iteration 12Q: 3 clusters Score -1585827 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1586056.500000 Penalty: 3162.510010
	Iteration 13Q: 3 clusters Score -1586056 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1586213.625000 Penalty: 3162.510010
	Iteration 14Q: 3 clusters Score -1586214 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1586336.250000 Penalty: 3162.510010
	Iteration 15Q: 3 clusters Score -1586336 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1586451.125000 Penalty: 3162.510010
	Iteration 16Q: 3 clusters Score -1586451 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1586590.750000 Penalty: 3162.510010
	Iteration 17Q: 3 clusters Score -1586591 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1586667.500000 Penalty: 3162.510010
	Iteration 18Q: 3 clusters Score -1586668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1586706.750000 Penalty: 3162.510010
	Iteration 19Q: 3 clusters Score -1586707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1586729.250000 Penalty: 3162.510010
	Iteration 20F: 3 clusters Score -1586729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1586742.875000 Penalty: 3162.510010
	Iteration 21Q: 3 clusters Score -1586743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1586752.125000 Penalty: 3162.510010
	Iteration 22Q: 3 clusters Score -1586752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1586764.750000 Penalty: 3162.510010
	Iteration 23Q: 3 clusters Score -1586765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1586767.250000 Penalty: 3162.510010
	Iteration 24Q: 3 clusters Score -1586767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1586778.500000 Penalty: 3162.510010
	Iteration 25Q: 3 clusters Score -1586778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1586784.750000 Penalty: 3162.510010
	Iteration 26Q: 3 clusters Score -1586785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1586788.000000 Penalty: 3162.510010
	Iteration 27Q: 3 clusters Score -1586788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1586789.625000 Penalty: 3162.510010
	Iteration 28Q: 3 clusters Score -1586790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1586791.625000 Penalty: 3162.510010
	Iteration 29Q: 3 clusters Score -1586792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1586794.250000 Penalty: 3162.510010
	Iteration 30Q: 3 clusters Score -1586794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1586792.875000 Penalty: 3162.510010
	Iteration 31Q: 3 clusters Score -1586793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1586794.750000 Penalty: 3162.510010
	Iteration 32Q: 3 clusters Score -1586795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1586793.625000 Penalty: 3162.510010
	Iteration 33Q: 3 clusters Score -1586794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1586793.625000 Penalty: 3162.510010
	Iteration 34F: 3 clusters Score -1586794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Entering Unmasked Estep 
Score: -2391550.250000 Penalty: 1643.048950
	Iteration 0F: 2 clusters Score -2391550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2374815.250000 Penalty: 3286.097900
	Iteration 0F: 3 clusters Score -2374815 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2381097.000000 Penalty: 3286.097900
	Iteration 1F: 3 clusters Score -2381097 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2381667.500000 Penalty: 3286.097900
	Iteration 2F: 3 clusters Score -2381668 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2382361.000000 Penalty: 3286.097900
	Iteration 3F: 3 clusters Score -2382361 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2383225.500000 Penalty: 3286.097900
	Iteration 4F: 3 clusters Score -2383226 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2384238.750000 Penalty: 3286.097900
	Iteration 5F: 3 clusters Score -2384239 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2385279.000000 Penalty: 3286.097900
	Iteration 6F: 3 clusters Score -2385279 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2386348.500000 Penalty: 3286.097900
	Iteration 7F: 3 clusters Score -2386348 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2387320.000000 Penalty: 3286.097900
	Iteration 8F: 3 clusters Score -2387320 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2388123.000000 Penalty: 3286.097900
	Iteration 9Q: 3 clusters Score -2388123 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2388775.500000 Penalty: 3286.097900
	Iteration 10Q: 3 clusters Score -2388776 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2389273.500000 Penalty: 3286.097900
	Iteration 11Q: 3 clusters Score -2389274 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2389616.000000 Penalty: 3286.097900
	Iteration 12Q: 3 clusters Score -2389616 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2389818.750000 Penalty: 3286.097900
	Iteration 13Q: 3 clusters Score -2389819 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2389954.500000 Penalty: 3286.097900
	Iteration 14Q: 3 clusters Score -2389954 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2390016.250000 Penalty: 3286.097900
	Iteration 15Q: 3 clusters Score -2390016 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2390055.000000 Penalty: 3286.097900
	Iteration 16Q: 3 clusters Score -2390055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2390086.000000 Penalty: 3286.097900
	Iteration 17Q: 3 clusters Score -2390086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2390100.500000 Penalty: 3286.097900
	Iteration 18Q: 3 clusters Score -2390100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2390115.250000 Penalty: 3286.097900
	Iteration 19Q: 3 clusters Score -2390115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2390114.750000 Penalty: 3286.097900
	Iteration 20F: 3 clusters Score -2390115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2390127.500000 Penalty: 3286.097900
	Iteration 21Q: 3 clusters Score -2390128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2390135.500000 Penalty: 3286.097900
	Iteration 22Q: 3 clusters Score -2390136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2390147.000000 Penalty: 3286.097900
	Iteration 23Q: 3 clusters Score -2390147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2390155.250000 Penalty: 3286.097900
	Iteration 24Q: 3 clusters Score -2390155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2390157.750000 Penalty: 3286.097900
	Iteration 25Q: 3 clusters Score -2390158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2390161.000000 Penalty: 3286.097900
	Iteration 26Q: 3 clusters Score -2390161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2390161.000000 Penalty: 3286.097900
	Iteration 27F: 3 clusters Score -2390161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Entering Unmasked Estep 
Score: -4103557.750000 Penalty: 1731.552124
	Iteration 0F: 2 clusters Score -4103558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4075120.250000 Penalty: 3463.104248
	Iteration 0F: 3 clusters Score -4075120 nChanged 19753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4086134.250000 Penalty: 3463.104248
	Iteration 1F: 3 clusters Score -4086134 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -4086479.750000 Penalty: 3463.104248
	Iteration 2Q: 3 clusters Score -4086480 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -4086884.000000 Penalty: 3463.104248
	Iteration 3Q: 3 clusters Score -4086884 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4087445.500000 Penalty: 3463.104248
	Iteration 4Q: 3 clusters Score -4087446 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -4088324.500000 Penalty: 3463.104248
	Iteration 5Q: 3 clusters Score -4088324 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4089825.750000 Penalty: 3463.104248
	Iteration 6F: 3 clusters Score -4089826 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -4092351.750000 Penalty: 3463.104248
	Iteration 7F: 3 clusters Score -4092352 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -4095688.750000 Penalty: 3463.104248
	Iteration 8F: 3 clusters Score -4095689 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4098775.750000 Penalty: 3463.104248
	Iteration 9F: 3 clusters Score -4098776 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4100650.500000 Penalty: 3463.104248
	Iteration 10Q: 3 clusters Score -4100650 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4101438.250000 Penalty: 3463.104248
	Iteration 11Q: 3 clusters Score -4101438 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4101760.250000 Penalty: 3463.104248
	Iteration 12Q: 3 clusters Score -4101760 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4101884.250000 Penalty: 3463.104248
	Iteration 13Q: 3 clusters Score -4101884 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4101956.250000 Penalty: 3463.104248
	Iteration 14Q: 3 clusters Score -4101956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4101986.250000 Penalty: 3463.104248
	Iteration 15Q: 3 clusters Score -4101986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4102011.250000 Penalty: 3463.104248
	Iteration 16Q: 3 clusters Score -4102011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4102026.500000 Penalty: 3463.104248
	Iteration 17Q: 3 clusters Score -4102026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4102051.250000 Penalty: 3463.104248
	Iteration 18Q: 3 clusters Score -4102051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4102065.500000 Penalty: 3463.104248
	Iteration 19Q: 3 clusters Score -4102066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4102064.750000 Penalty: 3463.104248
	Iteration 20F: 3 clusters Score -4102065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4102072.250000 Penalty: 3463.104248
	Iteration 21Q: 3 clusters Score -4102072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4102074.250000 Penalty: 3463.104248
	Iteration 22Q: 3 clusters Score -4102074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4102083.500000 Penalty: 3463.104248
	Iteration 23Q: 3 clusters Score -4102084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4102088.250000 Penalty: 3463.104248
	Iteration 24Q: 3 clusters Score -4102088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4102094.250000 Penalty: 3463.104248
	Iteration 25Q: 3 clusters Score -4102094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4102099.500000 Penalty: 3463.104248
	Iteration 26Q: 3 clusters Score -4102100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4102101.250000 Penalty: 3463.104248
	Iteration 27Q: 3 clusters Score -4102101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4102105.000000 Penalty: 3463.104248
	Iteration 28Q: 3 clusters Score -4102105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4102107.500000 Penalty: 3463.104248
	Iteration 29Q: 3 clusters Score -4102108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4102107.500000 Penalty: 3463.104248
	Iteration 30F: 3 clusters Score -4102108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Entering Unmasked Estep 
Score: -1359991.250000 Penalty: 1554.768311
	Iteration 0F: 2 clusters Score -1359991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1350130.125000 Penalty: 3109.536621
	Iteration 0F: 3 clusters Score -1350130 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1353521.375000 Penalty: 3109.536621
	Iteration 1F: 3 clusters Score -1353521 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1353822.375000 Penalty: 3109.536621
	Iteration 2F: 3 clusters Score -1353822 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1354074.500000 Penalty: 3109.536621
	Iteration 3Q: 3 clusters Score -1354074 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1354311.750000 Penalty: 3109.536621
	Iteration 4Q: 3 clusters Score -1354312 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1354557.875000 Penalty: 3109.536621
	Iteration 5Q: 3 clusters Score -1354558 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1354850.500000 Penalty: 3109.536621
	Iteration 6Q: 3 clusters Score -1354850 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1355206.125000 Penalty: 3109.536621
	Iteration 7Q: 3 clusters Score -1355206 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1355734.375000 Penalty: 3109.536621
	Iteration 8F: 3 clusters Score -1355734 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1356301.000000 Penalty: 3109.536621
	Iteration 9F: 3 clusters Score -1356301 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1356904.875000 Penalty: 3109.536621
	Iteration 10F: 3 clusters Score -1356905 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1357501.625000 Penalty: 3109.536621
	Iteration 11Q: 3 clusters Score -1357502 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1358060.625000 Penalty: 3109.536621
	Iteration 12Q: 3 clusters Score -1358061 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1358503.000000 Penalty: 3109.536621
	Iteration 13Q: 3 clusters Score -1358503 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1358778.500000 Penalty: 3109.536621
	Iteration 14Q: 3 clusters Score -1358778 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1358956.625000 Penalty: 3109.536621
	Iteration 15Q: 3 clusters Score -1358957 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1359092.750000 Penalty: 3109.536621
	Iteration 16Q: 3 clusters Score -1359093 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1359174.250000 Penalty: 3109.536621
	Iteration 17Q: 3 clusters Score -1359174 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1359237.250000 Penalty: 3109.536621
	Iteration 18Q: 3 clusters Score -1359237 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1359288.250000 Penalty: 3109.536621
	Iteration 19Q: 3 clusters Score -1359288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1359327.875000 Penalty: 3109.536621
	Iteration 20F: 3 clusters Score -1359328 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1359360.875000 Penalty: 3109.536621
	Iteration 21Q: 3 clusters Score -1359361 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1359395.500000 Penalty: 3109.536621
	Iteration 22Q: 3 clusters Score -1359396 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1359430.750000 Penalty: 3109.536621
	Iteration 23Q: 3 clusters Score -1359431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1359464.750000 Penalty: 3109.536621
	Iteration 24Q: 3 clusters Score -1359465 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1359490.500000 Penalty: 3109.536621
	Iteration 25Q: 3 clusters Score -1359490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1359504.750000 Penalty: 3109.536621
	Iteration 26Q: 3 clusters Score -1359505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1359515.875000 Penalty: 3109.536621
	Iteration 27Q: 3 clusters Score -1359516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1359526.000000 Penalty: 3109.536621
	Iteration 28Q: 3 clusters Score -1359526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1359538.375000 Penalty: 3109.536621
	Iteration 29Q: 3 clusters Score -1359538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1359541.250000 Penalty: 3109.536621
	Iteration 30Q: 3 clusters Score -1359541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1359541.750000 Penalty: 3109.536621
	Iteration 31Q: 3 clusters Score -1359542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1359544.000000 Penalty: 3109.536621
	Iteration 32Q: 3 clusters Score -1359544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1359547.875000 Penalty: 3109.536621
	Iteration 33Q: 3 clusters Score -1359548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1359550.375000 Penalty: 3109.536621
	Iteration 34Q: 3 clusters Score -1359550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1359550.500000 Penalty: 3109.536621
	Iteration 35Q: 3 clusters Score -1359550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1359554.750000 Penalty: 3109.536621
	Iteration 36Q: 3 clusters Score -1359555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1359556.000000 Penalty: 3109.536621
	Iteration 37Q: 3 clusters Score -1359556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1359557.125000 Penalty: 3109.536621
	Iteration 38Q: 3 clusters Score -1359557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1359558.125000 Penalty: 3109.536621
	Iteration 39Q: 3 clusters Score -1359558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1359560.250000 Penalty: 3109.536621
	Iteration 40F: 3 clusters Score -1359560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1359563.375000 Penalty: 3109.536621
	Iteration 41Q: 3 clusters Score -1359563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1359566.500000 Penalty: 3109.536621
	Iteration 42Q: 3 clusters Score -1359566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1359575.125000 Penalty: 3109.536621
	Iteration 43Q: 3 clusters Score -1359575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1359582.625000 Penalty: 3109.536621
	Iteration 44Q: 3 clusters Score -1359583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1359588.375000 Penalty: 3109.536621
	Iteration 45Q: 3 clusters Score -1359588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1359590.625000 Penalty: 3109.536621
	Iteration 46Q: 3 clusters Score -1359591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1359598.750000 Penalty: 3109.536621
	Iteration 47Q: 3 clusters Score -1359599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1359605.875000 Penalty: 3109.536621
	Iteration 48Q: 3 clusters Score -1359606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1359614.000000 Penalty: 3109.536621
	Iteration 49Q: 3 clusters Score -1359614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1359621.500000 Penalty: 3109.536621
	Iteration 50Q: 3 clusters Score -1359622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1359626.500000 Penalty: 3109.536621
	Iteration 51Q: 3 clusters Score -1359626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1359628.875000 Penalty: 3109.536621
	Iteration 52Q: 3 clusters Score -1359629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1359636.125000 Penalty: 3109.536621
	Iteration 53Q: 3 clusters Score -1359636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1359642.875000 Penalty: 3109.536621
	Iteration 54Q: 3 clusters Score -1359643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1359647.750000 Penalty: 3109.536621
	Iteration 55Q: 3 clusters Score -1359648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1359650.625000 Penalty: 3109.536621
	Iteration 56Q: 3 clusters Score -1359651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1359654.875000 Penalty: 3109.536621
	Iteration 57Q: 3 clusters Score -1359655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1359658.875000 Penalty: 3109.536621
	Iteration 58Q: 3 clusters Score -1359659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1359667.625000 Penalty: 3109.536621
	Iteration 59Q: 3 clusters Score -1359668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1359673.625000 Penalty: 3109.536621
	Iteration 60F: 3 clusters Score -1359674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1359674.000000 Penalty: 3109.536621
	Iteration 61Q: 3 clusters Score -1359674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1359678.875000 Penalty: 3109.536621
	Iteration 62Q: 3 clusters Score -1359679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1359685.500000 Penalty: 3109.536621
	Iteration 63Q: 3 clusters Score -1359686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1359694.250000 Penalty: 3109.536621
	Iteration 64Q: 3 clusters Score -1359694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1359705.375000 Penalty: 3109.536621
	Iteration 65Q: 3 clusters Score -1359705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1359709.375000 Penalty: 3109.536621
	Iteration 66Q: 3 clusters Score -1359709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1359719.000000 Penalty: 3109.536621
	Iteration 67Q: 3 clusters Score -1359719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1359727.750000 Penalty: 3109.536621
	Iteration 68Q: 3 clusters Score -1359728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1359731.375000 Penalty: 3109.536621
	Iteration 69Q: 3 clusters Score -1359731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1359732.750000 Penalty: 3109.536621
	Iteration 70Q: 3 clusters Score -1359733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1359744.250000 Penalty: 3109.536621
	Iteration 71Q: 3 clusters Score -1359744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1359753.875000 Penalty: 3109.536621
	Iteration 72Q: 3 clusters Score -1359754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1359756.625000 Penalty: 3109.536621
	Iteration 73Q: 3 clusters Score -1359757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1359760.250000 Penalty: 3109.536621
	Iteration 74Q: 3 clusters Score -1359760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1359766.375000 Penalty: 3109.536621
	Iteration 75Q: 3 clusters Score -1359766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1359767.125000 Penalty: 3109.536621
	Iteration 76Q: 3 clusters Score -1359767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1359770.500000 Penalty: 3109.536621
	Iteration 77Q: 3 clusters Score -1359770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1359771.500000 Penalty: 3109.536621
	Iteration 78Q: 3 clusters Score -1359772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1359773.875000 Penalty: 3109.536621
	Iteration 79Q: 3 clusters Score -1359774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1359780.125000 Penalty: 3109.536621
	Iteration 80F: 3 clusters Score -1359780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1359780.625000 Penalty: 3109.536621
	Iteration 81Q: 3 clusters Score -1359781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1359782.750000 Penalty: 3109.536621
	Iteration 82Q: 3 clusters Score -1359783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1359782.750000 Penalty: 3109.536621
	Iteration 83Q: 3 clusters Score -1359783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1359786.000000 Penalty: 3109.536621
	Iteration 84Q: 3 clusters Score -1359786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1359787.875000 Penalty: 3109.536621
	Iteration 85Q: 3 clusters Score -1359788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1359788.750000 Penalty: 3109.536621
	Iteration 86Q: 3 clusters Score -1359789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1359790.750000 Penalty: 3109.536621
	Iteration 87Q: 3 clusters Score -1359791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1359797.000000 Penalty: 3109.536621
	Iteration 88Q: 3 clusters Score -1359797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1359800.875000 Penalty: 3109.536621
	Iteration 89Q: 3 clusters Score -1359801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1359801.625000 Penalty: 3109.536621
	Iteration 90Q: 3 clusters Score -1359802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1359801.000000 Penalty: 3109.536621
	Iteration 91Q: 3 clusters Score -1359801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1359804.625000 Penalty: 3109.536621
	Iteration 92Q: 3 clusters Score -1359805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1359808.125000 Penalty: 3109.536621
	Iteration 93Q: 3 clusters Score -1359808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1359810.000000 Penalty: 3109.536621
	Iteration 94Q: 3 clusters Score -1359810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1359810.750000 Penalty: 3109.536621
	Iteration 95Q: 3 clusters Score -1359811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1359814.250000 Penalty: 3109.536621
	Iteration 96Q: 3 clusters Score -1359814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1359811.875000 Penalty: 3109.536621
	Iteration 97Q: 3 clusters Score -1359812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1359814.625000 Penalty: 3109.536621
	Iteration 98Q: 3 clusters Score -1359815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1359814.375000 Penalty: 3109.536621
	Iteration 99Q: 3 clusters Score -1359814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1359812.000000 Penalty: 3109.536621
	Iteration 100F: 3 clusters Score -1359812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1359814.625000 Penalty: 3109.536621
	Iteration 101Q: 3 clusters Score -1359815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1359813.750000 Penalty: 3109.536621
	Iteration 102Q: 3 clusters Score -1359814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1359813.750000 Penalty: 3109.536621
	Iteration 103F: 3 clusters Score -1359814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Entering Unmasked Estep 
Score: -503397.937500 Penalty: 1393.910767
	Iteration 0F: 2 clusters Score -503397.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -499235.531250 Penalty: 2787.821533
	Iteration 0F: 3 clusters Score -499235.5 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -500358.625000 Penalty: 2787.821533
	Iteration 1F: 3 clusters Score -500358.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -500519.187500 Penalty: 2787.821533
	Iteration 2F: 3 clusters Score -500519.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -500649.093750 Penalty: 2787.821533
	Iteration 3F: 3 clusters Score -500649.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -500777.187500 Penalty: 2787.821533
	Iteration 4Q: 3 clusters Score -500777.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -500888.437500 Penalty: 2787.821533
	Iteration 5Q: 3 clusters Score -500888.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -500999.406250 Penalty: 2787.821533
	Iteration 6Q: 3 clusters Score -500999.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -501095.093750 Penalty: 2787.821533
	Iteration 7Q: 3 clusters Score -501095.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -501184.000000 Penalty: 2787.821533
	Iteration 8Q: 3 clusters Score -501184 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -501258.406250 Penalty: 2787.821533
	Iteration 9Q: 3 clusters Score -501258.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -501326.187500 Penalty: 2787.821533
	Iteration 10Q: 3 clusters Score -501326.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -501398.375000 Penalty: 2787.821533
	Iteration 11Q: 3 clusters Score -501398.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -501481.218750 Penalty: 2787.821533
	Iteration 12Q: 3 clusters Score -501481.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -501565.062500 Penalty: 2787.821533
	Iteration 13Q: 3 clusters Score -501565.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -501645.718750 Penalty: 2787.821533
	Iteration 14Q: 3 clusters Score -501645.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -501705.406250 Penalty: 2787.821533
	Iteration 15Q: 3 clusters Score -501705.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -501753.187500 Penalty: 2787.821533
	Iteration 16Q: 3 clusters Score -501753.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -501797.781250 Penalty: 2787.821533
	Iteration 17Q: 3 clusters Score -501797.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -501833.687500 Penalty: 2787.821533
	Iteration 18Q: 3 clusters Score -501833.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -501876.906250 Penalty: 2787.821533
	Iteration 19Q: 3 clusters Score -501876.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -501915.750000 Penalty: 2787.821533
	Iteration 20F: 3 clusters Score -501915.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -501958.656250 Penalty: 2787.821533
	Iteration 21Q: 3 clusters Score -501958.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -501990.750000 Penalty: 2787.821533
	Iteration 22Q: 3 clusters Score -501990.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -502010.250000 Penalty: 2787.821533
	Iteration 23Q: 3 clusters Score -502010.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -502026.218750 Penalty: 2787.821533
	Iteration 24Q: 3 clusters Score -502026.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -502034.500000 Penalty: 2787.821533
	Iteration 25Q: 3 clusters Score -502034.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -502041.375000 Penalty: 2787.821533
	Iteration 26Q: 3 clusters Score -502041.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -502046.000000 Penalty: 2787.821533
	Iteration 27Q: 3 clusters Score -502046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -502048.812500 Penalty: 2787.821533
	Iteration 28Q: 3 clusters Score -502048.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -502049.281250 Penalty: 2787.821533
	Iteration 29Q: 3 clusters Score -502049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -502050.500000 Penalty: 2787.821533
	Iteration 30Q: 3 clusters Score -502050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -502051.312500 Penalty: 2787.821533
	Iteration 31Q: 3 clusters Score -502051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -502050.687500 Penalty: 2787.821533
	Iteration 32Q: 3 clusters Score -502050.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -502050.687500 Penalty: 2787.821533
	Iteration 33F: 3 clusters Score -502050.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (74838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74838 members 
Entering Unmasked Estep 
Score: -7162799.500000 Penalty: 1823.750610
	Iteration 0F: 2 clusters Score -7162800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -7112825.000000 Penalty: 3647.501221
	Iteration 0F: 3 clusters Score -7112825 nChanged 35488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -7133719.500000 Penalty: 3647.501221
	Iteration 1F: 3 clusters Score -7133720 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -7134915.500000 Penalty: 3647.501221
	Iteration 2Q: 3 clusters Score -7134916 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -7136726.000000 Penalty: 3647.501221
	Iteration 3F: 3 clusters Score -7136726 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -7139441.000000 Penalty: 3647.501221
	Iteration 4F: 3 clusters Score -7139441 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -7142912.000000 Penalty: 3647.501221
	Iteration 5F: 3 clusters Score -7142912 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -7146565.000000 Penalty: 3647.501221
	Iteration 6F: 3 clusters Score -7146565 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -7149877.000000 Penalty: 3647.501221
	Iteration 7F: 3 clusters Score -7149877 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -7152754.500000 Penalty: 3647.501221
	Iteration 8F: 3 clusters Score -7152754 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -7155137.500000 Penalty: 3647.501221
	Iteration 9Q: 3 clusters Score -7155138 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -7156994.500000 Penalty: 3647.501221
	Iteration 10Q: 3 clusters Score -7156994 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -7158270.000000 Penalty: 3647.501221
	Iteration 11Q: 3 clusters Score -7158270 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -7159201.500000 Penalty: 3647.501221
	Iteration 12Q: 3 clusters Score -7159202 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -7159858.000000 Penalty: 3647.501221
	Iteration 13Q: 3 clusters Score -7159858 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -7160412.500000 Penalty: 3647.501221
	Iteration 14Q: 3 clusters Score -7160412 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -7160749.500000 Penalty: 3647.501221
	Iteration 15Q: 3 clusters Score -7160750 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7161012.000000 Penalty: 3647.501221
	Iteration 16Q: 3 clusters Score -7161012 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -7161186.000000 Penalty: 3647.501221
	Iteration 17Q: 3 clusters Score -7161186 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -7161311.000000 Penalty: 3647.501221
	Iteration 18Q: 3 clusters Score -7161311 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -7161430.500000 Penalty: 3647.501221
	Iteration 19Q: 3 clusters Score -7161430 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -7161491.500000 Penalty: 3647.501221
	Iteration 20F: 3 clusters Score -7161492 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -7161552.500000 Penalty: 3647.501221
	Iteration 21Q: 3 clusters Score -7161552 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7161579.000000 Penalty: 3647.501221
	Iteration 22Q: 3 clusters Score -7161579 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -7161597.000000 Penalty: 3647.501221
	Iteration 23Q: 3 clusters Score -7161597 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71617 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -7161629.500000 Penalty: 3647.501221
	Iteration 24Q: 3 clusters Score -7161630 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -7161660.000000 Penalty: 3647.501221
	Iteration 25Q: 3 clusters Score -7161660 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -7161698.500000 Penalty: 3647.501221
	Iteration 26Q: 3 clusters Score -7161698 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7161720.500000 Penalty: 3647.501221
	Iteration 27Q: 3 clusters Score -7161720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7161733.000000 Penalty: 3647.501221
	Iteration 28Q: 3 clusters Score -7161733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7161751.000000 Penalty: 3647.501221
	Iteration 29Q: 3 clusters Score -7161751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72049 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -7161749.500000 Penalty: 3647.501221
	Iteration 30Q: 3 clusters Score -7161750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -7161768.000000 Penalty: 3647.501221
	Iteration 31Q: 3 clusters Score -7161768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7161773.000000 Penalty: 3647.501221
	Iteration 32Q: 3 clusters Score -7161773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7161762.500000 Penalty: 3647.501221
	Iteration 33Q: 3 clusters Score -7161762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7161763.000000 Penalty: 3647.501221
	Iteration 34Q: 3 clusters Score -7161763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7161767.500000 Penalty: 3647.501221
	Iteration 35Q: 3 clusters Score -7161768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7161776.000000 Penalty: 3647.501221
	Iteration 36Q: 3 clusters Score -7161776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -7161762.500000 Penalty: 3647.501221
	Iteration 37Q: 3 clusters Score -7161762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -7161772.500000 Penalty: 3647.501221
	Iteration 38Q: 3 clusters Score -7161772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -7161788.000000 Penalty: 3647.501221
	Iteration 39Q: 3 clusters Score -7161788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72311 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7161788.500000 Penalty: 3647.501221
	Iteration 40F: 3 clusters Score -7161788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7161794.500000 Penalty: 3647.501221
	Iteration 41Q: 3 clusters Score -7161794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7161798.500000 Penalty: 3647.501221
	Iteration 42Q: 3 clusters Score -7161798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7161805.500000 Penalty: 3647.501221
	Iteration 43Q: 3 clusters Score -7161806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7161803.000000 Penalty: 3647.501221
	Iteration 44Q: 3 clusters Score -7161803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7161801.000000 Penalty: 3647.501221
	Iteration 45Q: 3 clusters Score -7161801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72401 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7161798.500000 Penalty: 3647.501221
	Iteration 46Q: 3 clusters Score -7161798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7161799.500000 Penalty: 3647.501221
	Iteration 47Q: 3 clusters Score -7161800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7161794.000000 Penalty: 3647.501221
	Iteration 48Q: 3 clusters Score -7161794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7161802.000000 Penalty: 3647.501221
	Iteration 49Q: 3 clusters Score -7161802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7161811.500000 Penalty: 3647.501221
	Iteration 50Q: 3 clusters Score -7161812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7161814.500000 Penalty: 3647.501221
	Iteration 51Q: 3 clusters Score -7161814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7161812.500000 Penalty: 3647.501221
	Iteration 52Q: 3 clusters Score -7161812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7161812.500000 Penalty: 3647.501221
	Iteration 53Q: 3 clusters Score -7161812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7161812.500000 Penalty: 3647.501221
	Iteration 54F: 3 clusters Score -7161812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 20461 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44266 members 
Mstep: Class 8 contains 18762 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13316 members 
Mstep: Class 11 contains 3767 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9296 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22623 members 
Mstep: Class 20 contains 16828 members 
Mstep: Class 21 contains 24614 members 
Mstep: Class 22 contains 42434 members 
Mstep: Class 23 contains 14297 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 74838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836688.000000 Penalty: 53151.980469
Iteration 119Q: 26 clusters Score -4.483669e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3303 members 
Mstep: Class 3 contains 20488 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44253 members 
Mstep: Class 8 contains 18757 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13319 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9296 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22651 members 
Mstep: Class 20 contains 16839 members 
Mstep: Class 21 contains 24616 members 
Mstep: Class 22 contains 42434 members 
Mstep: Class 23 contains 14297 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 74789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836692.000000 Penalty: 53151.980469
Iteration 120F: 26 clusters Score -4.483669e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3303 members 
Mstep: Class 3 contains 20507 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44244 members 
Mstep: Class 8 contains 18752 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13321 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9296 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22678 members 
Mstep: Class 20 contains 16843 members 
Mstep: Class 21 contains 24618 members 
Mstep: Class 22 contains 42436 members 
Mstep: Class 23 contains 14297 members 
Mstep: Class 24 contains 5316 members 
Mstep: Class 25 contains 74746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836644.000000 Penalty: 53151.980469
Iteration 121Q: 26 clusters Score -4.483664e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3303 members 
Mstep: Class 3 contains 20525 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44237 members 
Mstep: Class 8 contains 18750 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13324 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9296 members 
Mstep: Class 15 contains 11969 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22708 members 
Mstep: Class 20 contains 16842 members 
Mstep: Class 21 contains 24622 members 
Mstep: Class 22 contains 42437 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 74703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836616.000000 Penalty: 53151.980469
Iteration 122Q: 26 clusters Score -4.483662e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 20548 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 44232 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13327 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9298 members 
Mstep: Class 15 contains 11968 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22746 members 
Mstep: Class 20 contains 16844 members 
Mstep: Class 21 contains 24626 members 
Mstep: Class 22 contains 42438 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 74643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836660.000000 Penalty: 53151.980469
Iteration 123Q: 26 clusters Score -4.483666e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 20566 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 44227 members 
Mstep: Class 8 contains 18734 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13328 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9298 members 
Mstep: Class 15 contains 11969 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22777 members 
Mstep: Class 20 contains 16841 members 
Mstep: Class 21 contains 24629 members 
Mstep: Class 22 contains 42441 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 74598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836700.000000 Penalty: 53151.980469
Iteration 124Q: 26 clusters Score -4.48367e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20591 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 44222 members 
Mstep: Class 8 contains 18725 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13327 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9298 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22809 members 
Mstep: Class 20 contains 16840 members 
Mstep: Class 21 contains 24632 members 
Mstep: Class 22 contains 42441 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 74551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836684.000000 Penalty: 53151.980469
Iteration 125Q: 26 clusters Score -4.483668e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 44217 members 
Mstep: Class 8 contains 18720 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13329 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9297 members 
Mstep: Class 15 contains 11969 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 16842 members 
Mstep: Class 21 contains 24632 members 
Mstep: Class 22 contains 42442 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 74509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836640.000000 Penalty: 53151.980469
Iteration 126Q: 26 clusters Score -4.483664e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20632 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 44212 members 
Mstep: Class 8 contains 18712 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13331 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9297 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5704 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22862 members 
Mstep: Class 20 contains 16847 members 
Mstep: Class 21 contains 24632 members 
Mstep: Class 22 contains 42443 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5314 members 
Mstep: Class 25 contains 74466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836648.000000 Penalty: 53151.980469
Iteration 127Q: 26 clusters Score -4.483665e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20647 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 44211 members 
Mstep: Class 8 contains 18703 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13335 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9297 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5704 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22893 members 
Mstep: Class 20 contains 16848 members 
Mstep: Class 21 contains 24634 members 
Mstep: Class 22 contains 42442 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5314 members 
Mstep: Class 25 contains 74425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836632.000000 Penalty: 53151.980469
Iteration 128Q: 26 clusters Score -4.483663e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20660 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44206 members 
Mstep: Class 8 contains 18700 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9296 members 
Mstep: Class 15 contains 11967 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22923 members 
Mstep: Class 20 contains 16851 members 
Mstep: Class 21 contains 24638 members 
Mstep: Class 22 contains 42437 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 74384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836600.000000 Penalty: 53151.980469
Iteration 129Q: 26 clusters Score -4.48366e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20673 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 44203 members 
Mstep: Class 8 contains 18695 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13344 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122007 members 
Mstep: Class 14 contains 9296 members 
Mstep: Class 15 contains 11968 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22951 members 
Mstep: Class 20 contains 16856 members 
Mstep: Class 21 contains 24642 members 
Mstep: Class 22 contains 42436 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5314 members 
Mstep: Class 25 contains 74340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836640.000000 Penalty: 53151.980469
Iteration 130Q: 26 clusters Score -4.483664e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20688 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 44199 members 
Mstep: Class 8 contains 18689 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13345 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122006 members 
Mstep: Class 14 contains 9294 members 
Mstep: Class 15 contains 11969 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22978 members 
Mstep: Class 20 contains 16865 members 
Mstep: Class 21 contains 24644 members 
Mstep: Class 22 contains 42439 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5316 members 
Mstep: Class 25 contains 74293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836620.000000 Penalty: 53151.980469
Iteration 131Q: 26 clusters Score -4.483662e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20703 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 44194 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13347 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 122006 members 
Mstep: Class 14 contains 9294 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 22999 members 
Mstep: Class 20 contains 16871 members 
Mstep: Class 21 contains 24645 members 
Mstep: Class 22 contains 42446 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 74252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836620.000000 Penalty: 53151.980469
Iteration 132Q: 26 clusters Score -4.483662e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 44188 members 
Mstep: Class 8 contains 18681 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13349 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122008 members 
Mstep: Class 14 contains 9294 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23017 members 
Mstep: Class 20 contains 16880 members 
Mstep: Class 21 contains 24649 members 
Mstep: Class 22 contains 42448 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 74206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836632.000000 Penalty: 53151.980469
Iteration 133Q: 26 clusters Score -4.483663e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20740 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 44185 members 
Mstep: Class 8 contains 18682 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13353 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9291 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23036 members 
Mstep: Class 20 contains 16880 members 
Mstep: Class 21 contains 24649 members 
Mstep: Class 22 contains 42453 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 74169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836612.000000 Penalty: 53151.980469
Iteration 134Q: 26 clusters Score -4.483661e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20753 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 44184 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13353 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9290 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23053 members 
Mstep: Class 20 contains 16882 members 
Mstep: Class 21 contains 24651 members 
Mstep: Class 22 contains 42454 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 74132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836664.000000 Penalty: 53151.980469
Iteration 135Q: 26 clusters Score -4.483666e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20760 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 44184 members 
Mstep: Class 8 contains 18690 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13353 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9288 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23066 members 
Mstep: Class 20 contains 16886 members 
Mstep: Class 21 contains 24652 members 
Mstep: Class 22 contains 42458 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 74102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836612.000000 Penalty: 53151.980469
Iteration 136Q: 26 clusters Score -4.483661e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20765 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44181 members 
Mstep: Class 8 contains 18690 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13354 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9284 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23081 members 
Mstep: Class 20 contains 16892 members 
Mstep: Class 21 contains 24652 members 
Mstep: Class 22 contains 42462 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 74079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836620.000000 Penalty: 53151.980469
Iteration 137Q: 26 clusters Score -4.483662e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20773 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5498 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44177 members 
Mstep: Class 8 contains 18693 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13356 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23087 members 
Mstep: Class 20 contains 16897 members 
Mstep: Class 21 contains 24652 members 
Mstep: Class 22 contains 42466 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 74062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836652.000000 Penalty: 53151.980469
Iteration 138Q: 26 clusters Score -4.483665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20781 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44174 members 
Mstep: Class 8 contains 18694 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13357 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11971 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23097 members 
Mstep: Class 20 contains 16897 members 
Mstep: Class 21 contains 24653 members 
Mstep: Class 22 contains 42468 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 74041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836660.000000 Penalty: 53151.980469
Iteration 139Q: 26 clusters Score -4.483666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20784 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5498 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44176 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13356 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11971 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23107 members 
Mstep: Class 20 contains 16898 members 
Mstep: Class 21 contains 24652 members 
Mstep: Class 22 contains 42467 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 74030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836692.000000 Penalty: 53151.980469
Iteration 140F: 26 clusters Score -4.483669e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20793 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44179 members 
Mstep: Class 8 contains 18691 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13356 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11971 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23114 members 
Mstep: Class 20 contains 16898 members 
Mstep: Class 21 contains 24653 members 
Mstep: Class 22 contains 42465 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 74013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836696.000000 Penalty: 53151.980469
Iteration 141Q: 26 clusters Score -4.48367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20796 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44178 members 
Mstep: Class 8 contains 18691 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13357 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23122 members 
Mstep: Class 20 contains 16898 members 
Mstep: Class 21 contains 24654 members 
Mstep: Class 22 contains 42464 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836708.000000 Penalty: 53151.980469
Iteration 142Q: 26 clusters Score -4.483671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20798 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44177 members 
Mstep: Class 8 contains 18689 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13358 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11975 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23127 members 
Mstep: Class 20 contains 16900 members 
Mstep: Class 21 contains 24654 members 
Mstep: Class 22 contains 42465 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836720.000000 Penalty: 53151.980469
Iteration 143Q: 26 clusters Score -4.483672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20804 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44175 members 
Mstep: Class 8 contains 18686 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13359 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23136 members 
Mstep: Class 20 contains 16903 members 
Mstep: Class 21 contains 24653 members 
Mstep: Class 22 contains 42463 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836728.000000 Penalty: 53151.980469
Iteration 144Q: 26 clusters Score -4.483673e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20810 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44169 members 
Mstep: Class 8 contains 18686 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13361 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11986 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23141 members 
Mstep: Class 20 contains 16904 members 
Mstep: Class 21 contains 24654 members 
Mstep: Class 22 contains 42463 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836728.000000 Penalty: 53151.980469
Iteration 145Q: 26 clusters Score -4.483673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20819 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44164 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13363 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23144 members 
Mstep: Class 20 contains 16907 members 
Mstep: Class 21 contains 24654 members 
Mstep: Class 22 contains 42462 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836692.000000 Penalty: 53151.980469
Iteration 146Q: 26 clusters Score -4.483669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20824 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44160 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13364 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11988 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23152 members 
Mstep: Class 20 contains 16909 members 
Mstep: Class 21 contains 24654 members 
Mstep: Class 22 contains 42462 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836700.000000 Penalty: 53151.980469
Iteration 147Q: 26 clusters Score -4.48367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20828 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44155 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13365 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23160 members 
Mstep: Class 20 contains 16909 members 
Mstep: Class 21 contains 24655 members 
Mstep: Class 22 contains 42466 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836700.000000 Penalty: 53151.980469
Iteration 148Q: 26 clusters Score -4.48367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20832 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 44148 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13366 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23166 members 
Mstep: Class 20 contains 16909 members 
Mstep: Class 21 contains 24657 members 
Mstep: Class 22 contains 42468 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836712.000000 Penalty: 53151.980469
Iteration 149Q: 26 clusters Score -4.483671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44142 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13366 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23171 members 
Mstep: Class 20 contains 16909 members 
Mstep: Class 21 contains 24660 members 
Mstep: Class 22 contains 42470 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836684.000000 Penalty: 53151.980469
Iteration 150Q: 26 clusters Score -4.483668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20840 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44134 members 
Mstep: Class 8 contains 18688 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23174 members 
Mstep: Class 20 contains 16909 members 
Mstep: Class 21 contains 24661 members 
Mstep: Class 22 contains 42472 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836656.000000 Penalty: 53151.980469
Iteration 151Q: 26 clusters Score -4.483666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20842 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 18688 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23176 members 
Mstep: Class 20 contains 16910 members 
Mstep: Class 21 contains 24662 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836668.000000 Penalty: 53151.980469
Iteration 152Q: 26 clusters Score -4.483667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20845 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44130 members 
Mstep: Class 8 contains 18689 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3767 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23177 members 
Mstep: Class 20 contains 16911 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836696.000000 Penalty: 53151.980469
Iteration 153Q: 26 clusters Score -4.48367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20846 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44130 members 
Mstep: Class 8 contains 18689 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3766 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23179 members 
Mstep: Class 20 contains 16911 members 
Mstep: Class 21 contains 24664 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836708.000000 Penalty: 53151.980469
Iteration 154Q: 26 clusters Score -4.483671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20851 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44130 members 
Mstep: Class 8 contains 18690 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3765 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122009 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23183 members 
Mstep: Class 20 contains 16912 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836712.000000 Penalty: 53151.980469
Iteration 155Q: 26 clusters Score -4.483671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20854 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44130 members 
Mstep: Class 8 contains 18691 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3765 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23185 members 
Mstep: Class 20 contains 16911 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42476 members 
Mstep: Class 23 contains 14296 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836708.000000 Penalty: 53151.980469
Iteration 156Q: 26 clusters Score -4.483671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20858 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5498 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44130 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3764 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23189 members 
Mstep: Class 20 contains 16910 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14297 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836716.000000 Penalty: 53151.980469
Iteration 157Q: 26 clusters Score -4.483672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20859 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44130 members 
Mstep: Class 8 contains 18693 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23193 members 
Mstep: Class 20 contains 16909 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14298 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 73863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836712.000000 Penalty: 53151.980469
Iteration 158Q: 26 clusters Score -4.483671e+07 nChanged 6
Entering ConstructFrom: 
Score: -44836712.000000 Penalty: 53151.980469
Entering ConstructFrom: 
Trying to split cluster 1 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -122533.453125 Penalty: 1176.954590
	Iteration 0F: 2 clusters Score -122533.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -120900.093750 Penalty: 2353.909180
	Iteration 0F: 3 clusters Score -120900.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -121448.539062 Penalty: 2353.909180
	Iteration 1F: 3 clusters Score -121448.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -121736.000000 Penalty: 2353.909180
	Iteration 2F: 3 clusters Score -121736 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -121889.429688 Penalty: 2353.909180
	Iteration 3F: 3 clusters Score -121889.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -121990.664062 Penalty: 2353.909180
	Iteration 4Q: 3 clusters Score -121990.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -122105.523438 Penalty: 2353.909180
	Iteration 5Q: 3 clusters Score -122105.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -122217.757812 Penalty: 2353.909180
	Iteration 6F: 3 clusters Score -122217.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -122331.398438 Penalty: 2353.909180
	Iteration 7Q: 3 clusters Score -122331.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -122430.164062 Penalty: 2353.909180
	Iteration 8Q: 3 clusters Score -122430.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -122488.890625 Penalty: 2353.909180
	Iteration 9Q: 3 clusters Score -122488.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -122527.148438 Penalty: 2353.909180
	Iteration 10Q: 3 clusters Score -122527.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -122555.921875 Penalty: 2353.909180
	Iteration 11Q: 3 clusters Score -122555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -122560.945312 Penalty: 2353.909180
	Iteration 12Q: 3 clusters Score -122560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -122563.515625 Penalty: 2353.909180
	Iteration 13Q: 3 clusters Score -122563.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -122567.468750 Penalty: 2353.909180
	Iteration 14Q: 3 clusters Score -122567.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -122567.843750 Penalty: 2353.909180
	Iteration 15Q: 3 clusters Score -122567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -122567.843750 Penalty: 2353.909180
	Iteration 16F: 3 clusters Score -122567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20859 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44130 members 
Mstep: Class 8 contains 18694 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23196 members 
Mstep: Class 20 contains 16907 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14299 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 73863 members 
Mstep: Class 26 contains 1268 members 
Entering Unmasked Estep 
Score: -44835776.000000 Penalty: 55278.062500
Splitting cluster 1 changes total score from -44836712.000000 to -44835776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -282220.812500 Penalty: 1317.063354
	Iteration 0F: 2 clusters Score -282220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -279274.843750 Penalty: 2634.126709
	Iteration 0F: 3 clusters Score -279274.8 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -279983.593750 Penalty: 2634.126709
	Iteration 1F: 3 clusters Score -279983.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -280150.468750 Penalty: 2634.126709
	Iteration 2F: 3 clusters Score -280150.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -280273.562500 Penalty: 2634.126709
	Iteration 3F: 3 clusters Score -280273.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -280421.687500 Penalty: 2634.126709
	Iteration 4Q: 3 clusters Score -280421.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -280580.125000 Penalty: 2634.126709
	Iteration 5F: 3 clusters Score -280580.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -280696.750000 Penalty: 2634.126709
	Iteration 6Q: 3 clusters Score -280696.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -280782.437500 Penalty: 2634.126709
	Iteration 7Q: 3 clusters Score -280782.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -280855.562500 Penalty: 2634.126709
	Iteration 8Q: 3 clusters Score -280855.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -280929.562500 Penalty: 2634.126709
	Iteration 9Q: 3 clusters Score -280929.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -281005.687500 Penalty: 2634.126709
	Iteration 10Q: 3 clusters Score -281005.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -281080.875000 Penalty: 2634.126709
	Iteration 11Q: 3 clusters Score -281080.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -281186.531250 Penalty: 2634.126709
	Iteration 12Q: 3 clusters Score -281186.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -281342.375000 Penalty: 2634.126709
	Iteration 13Q: 3 clusters Score -281342.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -281492.375000 Penalty: 2634.126709
	Iteration 14Q: 3 clusters Score -281492.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -281626.281250 Penalty: 2634.126709
	Iteration 15Q: 3 clusters Score -281626.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -281722.000000 Penalty: 2634.126709
	Iteration 16Q: 3 clusters Score -281722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -281785.718750 Penalty: 2634.126709
	Iteration 17Q: 3 clusters Score -281785.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -281825.781250 Penalty: 2634.126709
	Iteration 18Q: 3 clusters Score -281825.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -281861.562500 Penalty: 2634.126709
	Iteration 19Q: 3 clusters Score -281861.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -281876.562500 Penalty: 2634.126709
	Iteration 20F: 3 clusters Score -281876.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -281881.437500 Penalty: 2634.126709
	Iteration 21Q: 3 clusters Score -281881.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -281883.031250 Penalty: 2634.126709
	Iteration 22Q: 3 clusters Score -281883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -281884.437500 Penalty: 2634.126709
	Iteration 23Q: 3 clusters Score -281884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -281885.281250 Penalty: 2634.126709
	Iteration 24Q: 3 clusters Score -281885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -281887.125000 Penalty: 2634.126709
	Iteration 25Q: 3 clusters Score -281887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -281887.375000 Penalty: 2634.126709
	Iteration 26Q: 3 clusters Score -281887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -281888.125000 Penalty: 2634.126709
	Iteration 27Q: 3 clusters Score -281888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -281888.125000 Penalty: 2634.126709
	Iteration 28F: 3 clusters Score -281888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Entering Unmasked Estep 
Score: -2019025.500000 Penalty: 1616.150269
	Iteration 0F: 2 clusters Score -2019026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2004871.000000 Penalty: 3232.300537
	Iteration 0F: 3 clusters Score -2004871 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2009947.875000 Penalty: 3232.300537
	Iteration 1F: 3 clusters Score -2009948 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2010283.375000 Penalty: 3232.300537
	Iteration 2Q: 3 clusters Score -2010283 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2010600.375000 Penalty: 3232.300537
	Iteration 3Q: 3 clusters Score -2010600 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2010913.875000 Penalty: 3232.300537
	Iteration 4Q: 3 clusters Score -2010914 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2011313.875000 Penalty: 3232.300537
	Iteration 5Q: 3 clusters Score -2011314 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2011760.500000 Penalty: 3232.300537
	Iteration 6Q: 3 clusters Score -2011760 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2012244.750000 Penalty: 3232.300537
	Iteration 7Q: 3 clusters Score -2012245 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2012834.000000 Penalty: 3232.300537
	Iteration 8F: 3 clusters Score -2012834 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2013464.375000 Penalty: 3232.300537
	Iteration 9Q: 3 clusters Score -2013464 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2014091.750000 Penalty: 3232.300537
	Iteration 10Q: 3 clusters Score -2014092 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2014699.500000 Penalty: 3232.300537
	Iteration 11Q: 3 clusters Score -2014700 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2015202.375000 Penalty: 3232.300537
	Iteration 12Q: 3 clusters Score -2015202 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2015542.375000 Penalty: 3232.300537
	Iteration 13Q: 3 clusters Score -2015542 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2015875.125000 Penalty: 3232.300537
	Iteration 14Q: 3 clusters Score -2015875 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2016138.375000 Penalty: 3232.300537
	Iteration 15Q: 3 clusters Score -2016138 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2016360.500000 Penalty: 3232.300537
	Iteration 16Q: 3 clusters Score -2016360 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2016538.500000 Penalty: 3232.300537
	Iteration 17Q: 3 clusters Score -2016538 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2016681.625000 Penalty: 3232.300537
	Iteration 18Q: 3 clusters Score -2016682 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2016834.250000 Penalty: 3232.300537
	Iteration 19Q: 3 clusters Score -2016834 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2016931.625000 Penalty: 3232.300537
	Iteration 20F: 3 clusters Score -2016932 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2017028.000000 Penalty: 3232.300537
	Iteration 21Q: 3 clusters Score -2017028 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2017100.375000 Penalty: 3232.300537
	Iteration 22Q: 3 clusters Score -2017100 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2017157.000000 Penalty: 3232.300537
	Iteration 23Q: 3 clusters Score -2017157 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2017219.750000 Penalty: 3232.300537
	Iteration 24Q: 3 clusters Score -2017220 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2017267.625000 Penalty: 3232.300537
	Iteration 25Q: 3 clusters Score -2017268 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2017310.500000 Penalty: 3232.300537
	Iteration 26Q: 3 clusters Score -2017310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2017358.000000 Penalty: 3232.300537
	Iteration 27Q: 3 clusters Score -2017358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2017381.250000 Penalty: 3232.300537
	Iteration 28Q: 3 clusters Score -2017381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2017416.875000 Penalty: 3232.300537
	Iteration 29Q: 3 clusters Score -2017417 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2017445.375000 Penalty: 3232.300537
	Iteration 30Q: 3 clusters Score -2017445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2017474.625000 Penalty: 3232.300537
	Iteration 31Q: 3 clusters Score -2017475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2017497.125000 Penalty: 3232.300537
	Iteration 32Q: 3 clusters Score -2017497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2017509.750000 Penalty: 3232.300537
	Iteration 33Q: 3 clusters Score -2017510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2017528.500000 Penalty: 3232.300537
	Iteration 34Q: 3 clusters Score -2017528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2017547.750000 Penalty: 3232.300537
	Iteration 35Q: 3 clusters Score -2017548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2017556.000000 Penalty: 3232.300537
	Iteration 36Q: 3 clusters Score -2017556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2017567.500000 Penalty: 3232.300537
	Iteration 37Q: 3 clusters Score -2017568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2017578.500000 Penalty: 3232.300537
	Iteration 38Q: 3 clusters Score -2017578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2017596.375000 Penalty: 3232.300537
	Iteration 39Q: 3 clusters Score -2017596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2017605.000000 Penalty: 3232.300537
	Iteration 40F: 3 clusters Score -2017605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2017607.875000 Penalty: 3232.300537
	Iteration 41Q: 3 clusters Score -2017608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2017612.625000 Penalty: 3232.300537
	Iteration 42Q: 3 clusters Score -2017613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2017617.250000 Penalty: 3232.300537
	Iteration 43Q: 3 clusters Score -2017617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2017619.375000 Penalty: 3232.300537
	Iteration 44Q: 3 clusters Score -2017619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2017619.875000 Penalty: 3232.300537
	Iteration 45Q: 3 clusters Score -2017620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2017619.125000 Penalty: 3232.300537
	Iteration 46Q: 3 clusters Score -2017619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2017621.250000 Penalty: 3232.300537
	Iteration 47Q: 3 clusters Score -2017621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2017620.500000 Penalty: 3232.300537
	Iteration 48Q: 3 clusters Score -2017620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2017620.500000 Penalty: 3232.300537
	Iteration 49F: 3 clusters Score -2017620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Entering Unmasked Estep 
Score: -358560.906250 Penalty: 1353.921875
	Iteration 0F: 2 clusters Score -358560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -355135.968750 Penalty: 2707.843750
	Iteration 0F: 3 clusters Score -355136 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -356172.718750 Penalty: 2707.843750
	Iteration 1F: 3 clusters Score -356172.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -356410.406250 Penalty: 2707.843750
	Iteration 2F: 3 clusters Score -356410.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -356570.187500 Penalty: 2707.843750
	Iteration 3F: 3 clusters Score -356570.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -356704.468750 Penalty: 2707.843750
	Iteration 4F: 3 clusters Score -356704.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -356829.156250 Penalty: 2707.843750
	Iteration 5Q: 3 clusters Score -356829.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -356936.343750 Penalty: 2707.843750
	Iteration 6Q: 3 clusters Score -356936.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -357027.000000 Penalty: 2707.843750
	Iteration 7Q: 3 clusters Score -357027 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -357103.625000 Penalty: 2707.843750
	Iteration 8Q: 3 clusters Score -357103.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -357185.343750 Penalty: 2707.843750
	Iteration 9Q: 3 clusters Score -357185.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -357261.843750 Penalty: 2707.843750
	Iteration 10Q: 3 clusters Score -357261.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -357328.687500 Penalty: 2707.843750
	Iteration 11Q: 3 clusters Score -357328.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -357383.375000 Penalty: 2707.843750
	Iteration 12Q: 3 clusters Score -357383.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -357417.218750 Penalty: 2707.843750
	Iteration 13Q: 3 clusters Score -357417.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -357442.375000 Penalty: 2707.843750
	Iteration 14Q: 3 clusters Score -357442.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -357474.062500 Penalty: 2707.843750
	Iteration 15Q: 3 clusters Score -357474.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -357497.750000 Penalty: 2707.843750
	Iteration 16Q: 3 clusters Score -357497.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -357508.468750 Penalty: 2707.843750
	Iteration 17Q: 3 clusters Score -357508.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -357515.156250 Penalty: 2707.843750
	Iteration 18Q: 3 clusters Score -357515.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -357521.750000 Penalty: 2707.843750
	Iteration 19Q: 3 clusters Score -357521.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -357527.656250 Penalty: 2707.843750
	Iteration 20F: 3 clusters Score -357527.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -357537.093750 Penalty: 2707.843750
	Iteration 21Q: 3 clusters Score -357537.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -357542.375000 Penalty: 2707.843750
	Iteration 22Q: 3 clusters Score -357542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -357545.031250 Penalty: 2707.843750
	Iteration 23Q: 3 clusters Score -357545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -357547.125000 Penalty: 2707.843750
	Iteration 24Q: 3 clusters Score -357547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -357547.031250 Penalty: 2707.843750
	Iteration 25Q: 3 clusters Score -357547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -357547.625000 Penalty: 2707.843750
	Iteration 26Q: 3 clusters Score -357547.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -357549.218750 Penalty: 2707.843750
	Iteration 27Q: 3 clusters Score -357549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -357550.593750 Penalty: 2707.843750
	Iteration 28Q: 3 clusters Score -357550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -357552.343750 Penalty: 2707.843750
	Iteration 29Q: 3 clusters Score -357552.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -357553.937500 Penalty: 2707.843750
	Iteration 30Q: 3 clusters Score -357553.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -357554.843750 Penalty: 2707.843750
	Iteration 31Q: 3 clusters Score -357554.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -357554.843750 Penalty: 2707.843750
	Iteration 32F: 3 clusters Score -357554.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Entering Unmasked Estep 
Score: -523625.250000 Penalty: 1399.384033
	Iteration 0F: 2 clusters Score -523625.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -519369.468750 Penalty: 2798.768066
	Iteration 0F: 3 clusters Score -519369.5 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -520547.187500 Penalty: 2798.768066
	Iteration 1F: 3 clusters Score -520547.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -520694.312500 Penalty: 2798.768066
	Iteration 2F: 3 clusters Score -520694.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -520794.468750 Penalty: 2798.768066
	Iteration 3Q: 3 clusters Score -520794.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -520864.468750 Penalty: 2798.768066
	Iteration 4Q: 3 clusters Score -520864.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -520937.062500 Penalty: 2798.768066
	Iteration 5Q: 3 clusters Score -520937.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -521007.406250 Penalty: 2798.768066
	Iteration 6Q: 3 clusters Score -521007.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -521087.468750 Penalty: 2798.768066
	Iteration 7Q: 3 clusters Score -521087.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -521165.093750 Penalty: 2798.768066
	Iteration 8Q: 3 clusters Score -521165.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -521249.593750 Penalty: 2798.768066
	Iteration 9Q: 3 clusters Score -521249.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -521333.531250 Penalty: 2798.768066
	Iteration 10Q: 3 clusters Score -521333.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -521420.125000 Penalty: 2798.768066
	Iteration 11Q: 3 clusters Score -521420.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -521531.218750 Penalty: 2798.768066
	Iteration 12Q: 3 clusters Score -521531.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -521658.656250 Penalty: 2798.768066
	Iteration 13Q: 3 clusters Score -521658.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -521808.312500 Penalty: 2798.768066
	Iteration 14Q: 3 clusters Score -521808.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -521959.375000 Penalty: 2798.768066
	Iteration 15Q: 3 clusters Score -521959.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -522091.281250 Penalty: 2798.768066
	Iteration 16Q: 3 clusters Score -522091.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -522196.718750 Penalty: 2798.768066
	Iteration 17Q: 3 clusters Score -522196.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -522275.656250 Penalty: 2798.768066
	Iteration 18Q: 3 clusters Score -522275.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -522334.843750 Penalty: 2798.768066
	Iteration 19Q: 3 clusters Score -522334.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -522374.781250 Penalty: 2798.768066
	Iteration 20F: 3 clusters Score -522374.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -522410.843750 Penalty: 2798.768066
	Iteration 21Q: 3 clusters Score -522410.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -522425.812500 Penalty: 2798.768066
	Iteration 22Q: 3 clusters Score -522425.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -522438.031250 Penalty: 2798.768066
	Iteration 23Q: 3 clusters Score -522438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -522450.593750 Penalty: 2798.768066
	Iteration 24Q: 3 clusters Score -522450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -522457.843750 Penalty: 2798.768066
	Iteration 25Q: 3 clusters Score -522457.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -522461.500000 Penalty: 2798.768066
	Iteration 26Q: 3 clusters Score -522461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -522464.156250 Penalty: 2798.768066
	Iteration 27Q: 3 clusters Score -522464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -522466.406250 Penalty: 2798.768066
	Iteration 28Q: 3 clusters Score -522466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -522470.687500 Penalty: 2798.768066
	Iteration 29Q: 3 clusters Score -522470.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -522474.656250 Penalty: 2798.768066
	Iteration 30Q: 3 clusters Score -522474.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -522477.218750 Penalty: 2798.768066
	Iteration 31Q: 3 clusters Score -522477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -522477.906250 Penalty: 2798.768066
	Iteration 32Q: 3 clusters Score -522477.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -522478.312500 Penalty: 2798.768066
	Iteration 33Q: 3 clusters Score -522478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -522478.312500 Penalty: 2798.768066
	Iteration 34F: 3 clusters Score -522478.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -289600.062500 Penalty: 1307.824219
	Iteration 0F: 2 clusters Score -289600.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -286810.250000 Penalty: 2615.648438
	Iteration 0F: 3 clusters Score -286810.2 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -287607.000000 Penalty: 2615.648438
	Iteration 1F: 3 clusters Score -287607 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -287829.968750 Penalty: 2615.648438
	Iteration 2F: 3 clusters Score -287830 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -287990.562500 Penalty: 2615.648438
	Iteration 3F: 3 clusters Score -287990.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -288146.500000 Penalty: 2615.648438
	Iteration 4F: 3 clusters Score -288146.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -288324.156250 Penalty: 2615.648438
	Iteration 5F: 3 clusters Score -288324.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -288481.937500 Penalty: 2615.648438
	Iteration 6F: 3 clusters Score -288481.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -288631.593750 Penalty: 2615.648438
	Iteration 7Q: 3 clusters Score -288631.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -288775.843750 Penalty: 2615.648438
	Iteration 8Q: 3 clusters Score -288775.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -288896.375000 Penalty: 2615.648438
	Iteration 9Q: 3 clusters Score -288896.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -288975.375000 Penalty: 2615.648438
	Iteration 10Q: 3 clusters Score -288975.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -289036.312500 Penalty: 2615.648438
	Iteration 11Q: 3 clusters Score -289036.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -289087.718750 Penalty: 2615.648438
	Iteration 12Q: 3 clusters Score -289087.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -289137.250000 Penalty: 2615.648438
	Iteration 13Q: 3 clusters Score -289137.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -289176.500000 Penalty: 2615.648438
	Iteration 14Q: 3 clusters Score -289176.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -289195.218750 Penalty: 2615.648438
	Iteration 15Q: 3 clusters Score -289195.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -289203.031250 Penalty: 2615.648438
	Iteration 16Q: 3 clusters Score -289203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -289206.375000 Penalty: 2615.648438
	Iteration 17Q: 3 clusters Score -289206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -289207.906250 Penalty: 2615.648438
	Iteration 18Q: 3 clusters Score -289207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -289210.843750 Penalty: 2615.648438
	Iteration 19Q: 3 clusters Score -289210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -289210.968750 Penalty: 2615.648438
	Iteration 20F: 3 clusters Score -289211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Entering Unmasked Estep 
Score: -4267467.000000 Penalty: 1737.920410
	Iteration 0F: 2 clusters Score -4267467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -4238095.500000 Penalty: 3475.840820
	Iteration 0F: 3 clusters Score -4238096 nChanged 20603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -4249784.500000 Penalty: 3475.840820
	Iteration 1F: 3 clusters Score -4249784 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -4250352.000000 Penalty: 3475.840820
	Iteration 2Q: 3 clusters Score -4250352 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -4251055.000000 Penalty: 3475.840820
	Iteration 3Q: 3 clusters Score -4251055 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -4251951.500000 Penalty: 3475.840820
	Iteration 4Q: 3 clusters Score -4251952 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4253459.000000 Penalty: 3475.840820
	Iteration 5F: 3 clusters Score -4253459 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4255692.000000 Penalty: 3475.840820
	Iteration 6F: 3 clusters Score -4255692 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -4258624.000000 Penalty: 3475.840820
	Iteration 7F: 3 clusters Score -4258624 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -4261392.500000 Penalty: 3475.840820
	Iteration 8F: 3 clusters Score -4261392 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -4263379.000000 Penalty: 3475.840820
	Iteration 9Q: 3 clusters Score -4263379 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -4264546.500000 Penalty: 3475.840820
	Iteration 10Q: 3 clusters Score -4264546 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -4265215.500000 Penalty: 3475.840820
	Iteration 11Q: 3 clusters Score -4265216 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -4265537.000000 Penalty: 3475.840820
	Iteration 12Q: 3 clusters Score -4265537 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -4265705.000000 Penalty: 3475.840820
	Iteration 13Q: 3 clusters Score -4265705 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -4265826.000000 Penalty: 3475.840820
	Iteration 14Q: 3 clusters Score -4265826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -4265887.500000 Penalty: 3475.840820
	Iteration 15Q: 3 clusters Score -4265888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -4265920.000000 Penalty: 3475.840820
	Iteration 16Q: 3 clusters Score -4265920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -4265937.500000 Penalty: 3475.840820
	Iteration 17Q: 3 clusters Score -4265938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -4265951.000000 Penalty: 3475.840820
	Iteration 18Q: 3 clusters Score -4265951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -4265957.000000 Penalty: 3475.840820
	Iteration 19Q: 3 clusters Score -4265957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -4265962.500000 Penalty: 3475.840820
	Iteration 20F: 3 clusters Score -4265962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -4265968.000000 Penalty: 3475.840820
	Iteration 21Q: 3 clusters Score -4265968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -4265980.000000 Penalty: 3475.840820
	Iteration 22Q: 3 clusters Score -4265980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -4265983.500000 Penalty: 3475.840820
	Iteration 23Q: 3 clusters Score -4265984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -4265988.500000 Penalty: 3475.840820
	Iteration 24Q: 3 clusters Score -4265988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -4265990.500000 Penalty: 3475.840820
	Iteration 25Q: 3 clusters Score -4265990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -4265988.500000 Penalty: 3475.840820
	Iteration 26Q: 3 clusters Score -4265988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -4265988.500000 Penalty: 3475.840820
	Iteration 27F: 3 clusters Score -4265988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Entering Unmasked Estep 
Score: -1753049.000000 Penalty: 1598.343140
	Iteration 0F: 2 clusters Score -1753049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1740200.750000 Penalty: 3196.686279
	Iteration 0F: 3 clusters Score -1740201 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1744714.125000 Penalty: 3196.686279
	Iteration 1F: 3 clusters Score -1744714 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1745070.125000 Penalty: 3196.686279
	Iteration 2F: 3 clusters Score -1745070 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1745403.375000 Penalty: 3196.686279
	Iteration 3Q: 3 clusters Score -1745403 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1745791.500000 Penalty: 3196.686279
	Iteration 4Q: 3 clusters Score -1745792 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1746244.625000 Penalty: 3196.686279
	Iteration 5Q: 3 clusters Score -1746245 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1746796.250000 Penalty: 3196.686279
	Iteration 6F: 3 clusters Score -1746796 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1747521.250000 Penalty: 3196.686279
	Iteration 7F: 3 clusters Score -1747521 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1748387.375000 Penalty: 3196.686279
	Iteration 8F: 3 clusters Score -1748387 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1749079.750000 Penalty: 3196.686279
	Iteration 9F: 3 clusters Score -1749080 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1749512.125000 Penalty: 3196.686279
	Iteration 10Q: 3 clusters Score -1749512 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1749733.125000 Penalty: 3196.686279
	Iteration 11Q: 3 clusters Score -1749733 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1749889.125000 Penalty: 3196.686279
	Iteration 12Q: 3 clusters Score -1749889 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1750013.125000 Penalty: 3196.686279
	Iteration 13Q: 3 clusters Score -1750013 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1750117.250000 Penalty: 3196.686279
	Iteration 14Q: 3 clusters Score -1750117 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1750233.875000 Penalty: 3196.686279
	Iteration 15Q: 3 clusters Score -1750234 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1750344.750000 Penalty: 3196.686279
	Iteration 16Q: 3 clusters Score -1750345 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1750460.500000 Penalty: 3196.686279
	Iteration 17Q: 3 clusters Score -1750460 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1750568.750000 Penalty: 3196.686279
	Iteration 18Q: 3 clusters Score -1750569 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1750660.125000 Penalty: 3196.686279
	Iteration 19Q: 3 clusters Score -1750660 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1750732.625000 Penalty: 3196.686279
	Iteration 20F: 3 clusters Score -1750733 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1750788.500000 Penalty: 3196.686279
	Iteration 21Q: 3 clusters Score -1750788 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1750825.875000 Penalty: 3196.686279
	Iteration 22Q: 3 clusters Score -1750826 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1750865.875000 Penalty: 3196.686279
	Iteration 23Q: 3 clusters Score -1750866 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1750891.250000 Penalty: 3196.686279
	Iteration 24Q: 3 clusters Score -1750891 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1750940.500000 Penalty: 3196.686279
	Iteration 25Q: 3 clusters Score -1750940 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1750967.375000 Penalty: 3196.686279
	Iteration 26Q: 3 clusters Score -1750967 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1750996.500000 Penalty: 3196.686279
	Iteration 27Q: 3 clusters Score -1750996 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1751009.625000 Penalty: 3196.686279
	Iteration 28Q: 3 clusters Score -1751010 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1751047.000000 Penalty: 3196.686279
	Iteration 29Q: 3 clusters Score -1751047 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1751066.375000 Penalty: 3196.686279
	Iteration 30Q: 3 clusters Score -1751066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1751081.875000 Penalty: 3196.686279
	Iteration 31Q: 3 clusters Score -1751082 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1751104.250000 Penalty: 3196.686279
	Iteration 32Q: 3 clusters Score -1751104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1751122.125000 Penalty: 3196.686279
	Iteration 33Q: 3 clusters Score -1751122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1751142.250000 Penalty: 3196.686279
	Iteration 34Q: 3 clusters Score -1751142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1751163.000000 Penalty: 3196.686279
	Iteration 35Q: 3 clusters Score -1751163 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1751181.875000 Penalty: 3196.686279
	Iteration 36Q: 3 clusters Score -1751182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1751195.625000 Penalty: 3196.686279
	Iteration 37Q: 3 clusters Score -1751196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1751210.000000 Penalty: 3196.686279
	Iteration 38Q: 3 clusters Score -1751210 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1751225.375000 Penalty: 3196.686279
	Iteration 39Q: 3 clusters Score -1751225 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1751248.875000 Penalty: 3196.686279
	Iteration 40F: 3 clusters Score -1751249 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1751261.625000 Penalty: 3196.686279
	Iteration 41Q: 3 clusters Score -1751262 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1751267.375000 Penalty: 3196.686279
	Iteration 42Q: 3 clusters Score -1751267 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1751293.000000 Penalty: 3196.686279
	Iteration 43Q: 3 clusters Score -1751293 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1751301.250000 Penalty: 3196.686279
	Iteration 44Q: 3 clusters Score -1751301 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1751325.125000 Penalty: 3196.686279
	Iteration 45Q: 3 clusters Score -1751325 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1751334.500000 Penalty: 3196.686279
	Iteration 46Q: 3 clusters Score -1751334 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1751351.125000 Penalty: 3196.686279
	Iteration 47Q: 3 clusters Score -1751351 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1751365.500000 Penalty: 3196.686279
	Iteration 48Q: 3 clusters Score -1751366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1751370.000000 Penalty: 3196.686279
	Iteration 49Q: 3 clusters Score -1751370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1751377.250000 Penalty: 3196.686279
	Iteration 50Q: 3 clusters Score -1751377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1751394.875000 Penalty: 3196.686279
	Iteration 51Q: 3 clusters Score -1751395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1751395.750000 Penalty: 3196.686279
	Iteration 52Q: 3 clusters Score -1751396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1751400.125000 Penalty: 3196.686279
	Iteration 53Q: 3 clusters Score -1751400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1751415.250000 Penalty: 3196.686279
	Iteration 54Q: 3 clusters Score -1751415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1751424.250000 Penalty: 3196.686279
	Iteration 55Q: 3 clusters Score -1751424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1751429.250000 Penalty: 3196.686279
	Iteration 56Q: 3 clusters Score -1751429 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1751447.375000 Penalty: 3196.686279
	Iteration 57Q: 3 clusters Score -1751447 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1751453.750000 Penalty: 3196.686279
	Iteration 58Q: 3 clusters Score -1751454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1751477.500000 Penalty: 3196.686279
	Iteration 59Q: 3 clusters Score -1751478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1751491.625000 Penalty: 3196.686279
	Iteration 60F: 3 clusters Score -1751492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1751499.000000 Penalty: 3196.686279
	Iteration 61Q: 3 clusters Score -1751499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1751510.125000 Penalty: 3196.686279
	Iteration 62Q: 3 clusters Score -1751510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1751519.875000 Penalty: 3196.686279
	Iteration 63Q: 3 clusters Score -1751520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1751527.625000 Penalty: 3196.686279
	Iteration 64Q: 3 clusters Score -1751528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1751530.750000 Penalty: 3196.686279
	Iteration 65Q: 3 clusters Score -1751531 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1751543.500000 Penalty: 3196.686279
	Iteration 66Q: 3 clusters Score -1751544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1751552.625000 Penalty: 3196.686279
	Iteration 67Q: 3 clusters Score -1751553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1751560.375000 Penalty: 3196.686279
	Iteration 68Q: 3 clusters Score -1751560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1751566.125000 Penalty: 3196.686279
	Iteration 69Q: 3 clusters Score -1751566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1751565.625000 Penalty: 3196.686279
	Iteration 70Q: 3 clusters Score -1751566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1751568.500000 Penalty: 3196.686279
	Iteration 71Q: 3 clusters Score -1751568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1751577.125000 Penalty: 3196.686279
	Iteration 72Q: 3 clusters Score -1751577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1751578.125000 Penalty: 3196.686279
	Iteration 73Q: 3 clusters Score -1751578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1751578.875000 Penalty: 3196.686279
	Iteration 74Q: 3 clusters Score -1751579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1751588.500000 Penalty: 3196.686279
	Iteration 75Q: 3 clusters Score -1751588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1751590.625000 Penalty: 3196.686279
	Iteration 76Q: 3 clusters Score -1751591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1751594.500000 Penalty: 3196.686279
	Iteration 77Q: 3 clusters Score -1751594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1751595.250000 Penalty: 3196.686279
	Iteration 78Q: 3 clusters Score -1751595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1751596.625000 Penalty: 3196.686279
	Iteration 79Q: 3 clusters Score -1751597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1751602.125000 Penalty: 3196.686279
	Iteration 80F: 3 clusters Score -1751602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1751610.750000 Penalty: 3196.686279
	Iteration 81Q: 3 clusters Score -1751611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1751608.250000 Penalty: 3196.686279
	Iteration 82Q: 3 clusters Score -1751608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1751611.625000 Penalty: 3196.686279
	Iteration 83Q: 3 clusters Score -1751612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1751614.500000 Penalty: 3196.686279
	Iteration 84Q: 3 clusters Score -1751614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1751615.875000 Penalty: 3196.686279
	Iteration 85Q: 3 clusters Score -1751616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1751617.875000 Penalty: 3196.686279
	Iteration 86Q: 3 clusters Score -1751618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1751619.125000 Penalty: 3196.686279
	Iteration 87Q: 3 clusters Score -1751619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1751621.875000 Penalty: 3196.686279
	Iteration 88Q: 3 clusters Score -1751622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1751620.875000 Penalty: 3196.686279
	Iteration 89Q: 3 clusters Score -1751621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1751631.000000 Penalty: 3196.686279
	Iteration 90Q: 3 clusters Score -1751631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1751640.250000 Penalty: 3196.686279
	Iteration 91Q: 3 clusters Score -1751640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1751641.500000 Penalty: 3196.686279
	Iteration 92Q: 3 clusters Score -1751642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1751645.125000 Penalty: 3196.686279
	Iteration 93Q: 3 clusters Score -1751645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1751648.250000 Penalty: 3196.686279
	Iteration 94Q: 3 clusters Score -1751648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1751652.250000 Penalty: 3196.686279
	Iteration 95Q: 3 clusters Score -1751652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1751666.625000 Penalty: 3196.686279
	Iteration 96Q: 3 clusters Score -1751667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1751667.125000 Penalty: 3196.686279
	Iteration 97Q: 3 clusters Score -1751667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1751662.500000 Penalty: 3196.686279
	Iteration 98Q: 3 clusters Score -1751662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1751672.625000 Penalty: 3196.686279
	Iteration 99Q: 3 clusters Score -1751673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1751673.375000 Penalty: 3196.686279
	Iteration 100F: 3 clusters Score -1751673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1751684.750000 Penalty: 3196.686279
	Iteration 101Q: 3 clusters Score -1751685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1751690.625000 Penalty: 3196.686279
	Iteration 102Q: 3 clusters Score -1751691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1751690.375000 Penalty: 3196.686279
	Iteration 103Q: 3 clusters Score -1751690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1751696.625000 Penalty: 3196.686279
	Iteration 104Q: 3 clusters Score -1751697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1751699.500000 Penalty: 3196.686279
	Iteration 105Q: 3 clusters Score -1751700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1751703.250000 Penalty: 3196.686279
	Iteration 106Q: 3 clusters Score -1751703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1751699.625000 Penalty: 3196.686279
	Iteration 107Q: 3 clusters Score -1751700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1751707.500000 Penalty: 3196.686279
	Iteration 108Q: 3 clusters Score -1751708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1751711.875000 Penalty: 3196.686279
	Iteration 109Q: 3 clusters Score -1751712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1751711.000000 Penalty: 3196.686279
	Iteration 110Q: 3 clusters Score -1751711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1751713.000000 Penalty: 3196.686279
	Iteration 111Q: 3 clusters Score -1751713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1751713.000000 Penalty: 3196.686279
	Iteration 112Q: 3 clusters Score -1751713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1751713.250000 Penalty: 3196.686279
	Iteration 113Q: 3 clusters Score -1751713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1751712.125000 Penalty: 3196.686279
	Iteration 114Q: 3 clusters Score -1751712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1751714.500000 Penalty: 3196.686279
	Iteration 115Q: 3 clusters Score -1751714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1751713.375000 Penalty: 3196.686279
	Iteration 116Q: 3 clusters Score -1751713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1751715.250000 Penalty: 3196.686279
	Iteration 117Q: 3 clusters Score -1751715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1751715.625000 Penalty: 3196.686279
	Iteration 118Q: 3 clusters Score -1751716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1751717.125000 Penalty: 3196.686279
	Iteration 119Q: 3 clusters Score -1751717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1751714.750000 Penalty: 3196.686279
	Iteration 120F: 3 clusters Score -1751715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1751717.750000 Penalty: 3196.686279
	Iteration 121Q: 3 clusters Score -1751718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1751719.250000 Penalty: 3196.686279
	Iteration 122Q: 3 clusters Score -1751719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1751720.875000 Penalty: 3196.686279
	Iteration 123Q: 3 clusters Score -1751721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1751713.750000 Penalty: 3196.686279
	Iteration 124Q: 3 clusters Score -1751714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1751722.125000 Penalty: 3196.686279
	Iteration 125Q: 3 clusters Score -1751722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1751728.250000 Penalty: 3196.686279
	Iteration 126Q: 3 clusters Score -1751728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1751731.875000 Penalty: 3196.686279
	Iteration 127Q: 3 clusters Score -1751732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1751728.875000 Penalty: 3196.686279
	Iteration 128Q: 3 clusters Score -1751729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1751738.250000 Penalty: 3196.686279
	Iteration 129Q: 3 clusters Score -1751738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1751736.875000 Penalty: 3196.686279
	Iteration 130Q: 3 clusters Score -1751737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1751738.500000 Penalty: 3196.686279
	Iteration 131Q: 3 clusters Score -1751738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1751738.875000 Penalty: 3196.686279
	Iteration 132Q: 3 clusters Score -1751739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1751738.125000 Penalty: 3196.686279
	Iteration 133Q: 3 clusters Score -1751738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1751742.750000 Penalty: 3196.686279
	Iteration 134Q: 3 clusters Score -1751743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1751740.000000 Penalty: 3196.686279
	Iteration 135Q: 3 clusters Score -1751740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1751740.375000 Penalty: 3196.686279
	Iteration 136Q: 3 clusters Score -1751740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1751741.625000 Penalty: 3196.686279
	Iteration 137Q: 3 clusters Score -1751742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1751743.500000 Penalty: 3196.686279
	Iteration 138Q: 3 clusters Score -1751744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1751742.375000 Penalty: 3196.686279
	Iteration 139Q: 3 clusters Score -1751742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1751745.875000 Penalty: 3196.686279
	Iteration 140F: 3 clusters Score -1751746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1751741.125000 Penalty: 3196.686279
	Iteration 141Q: 3 clusters Score -1751741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1751740.625000 Penalty: 3196.686279
	Iteration 142Q: 3 clusters Score -1751741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1751741.750000 Penalty: 3196.686279
	Iteration 143Q: 3 clusters Score -1751742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1751742.750000 Penalty: 3196.686279
	Iteration 144Q: 3 clusters Score -1751743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1751742.500000 Penalty: 3196.686279
	Iteration 145Q: 3 clusters Score -1751742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1751740.250000 Penalty: 3196.686279
	Iteration 146Q: 3 clusters Score -1751740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1751738.750000 Penalty: 3196.686279
	Iteration 147Q: 3 clusters Score -1751739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1751741.625000 Penalty: 3196.686279
	Iteration 148Q: 3 clusters Score -1751742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1751741.625000 Penalty: 3196.686279
	Iteration 149F: 3 clusters Score -1751742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -228700.718750 Penalty: 1265.584351
	Iteration 0F: 2 clusters Score -228700.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -226350.906250 Penalty: 2531.168701
	Iteration 0F: 3 clusters Score -226350.9 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -226889.656250 Penalty: 2531.168701
	Iteration 1F: 3 clusters Score -226889.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -227067.656250 Penalty: 2531.168701
	Iteration 2F: 3 clusters Score -227067.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -227184.640625 Penalty: 2531.168701
	Iteration 3F: 3 clusters Score -227184.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -227276.437500 Penalty: 2531.168701
	Iteration 4F: 3 clusters Score -227276.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -227350.765625 Penalty: 2531.168701
	Iteration 5Q: 3 clusters Score -227350.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -227401.234375 Penalty: 2531.168701
	Iteration 6Q: 3 clusters Score -227401.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -227452.015625 Penalty: 2531.168701
	Iteration 7Q: 3 clusters Score -227452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227490.390625 Penalty: 2531.168701
	Iteration 8Q: 3 clusters Score -227490.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -227519.515625 Penalty: 2531.168701
	Iteration 9Q: 3 clusters Score -227519.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -227540.140625 Penalty: 2531.168701
	Iteration 10Q: 3 clusters Score -227540.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -227555.343750 Penalty: 2531.168701
	Iteration 11Q: 3 clusters Score -227555.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -227567.109375 Penalty: 2531.168701
	Iteration 12Q: 3 clusters Score -227567.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -227574.015625 Penalty: 2531.168701
	Iteration 13Q: 3 clusters Score -227574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -227577.531250 Penalty: 2531.168701
	Iteration 14Q: 3 clusters Score -227577.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -227579.343750 Penalty: 2531.168701
	Iteration 15Q: 3 clusters Score -227579.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -227584.765625 Penalty: 2531.168701
	Iteration 16Q: 3 clusters Score -227584.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -227593.671875 Penalty: 2531.168701
	Iteration 17Q: 3 clusters Score -227593.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -227602.328125 Penalty: 2531.168701
	Iteration 18Q: 3 clusters Score -227602.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -227611.671875 Penalty: 2531.168701
	Iteration 19Q: 3 clusters Score -227611.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -227620.609375 Penalty: 2531.168701
	Iteration 20F: 3 clusters Score -227620.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -227628.171875 Penalty: 2531.168701
	Iteration 21Q: 3 clusters Score -227628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -227632.000000 Penalty: 2531.168701
	Iteration 22Q: 3 clusters Score -227632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -227635.546875 Penalty: 2531.168701
	Iteration 23Q: 3 clusters Score -227635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -227637.312500 Penalty: 2531.168701
	Iteration 24Q: 3 clusters Score -227637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -227639.109375 Penalty: 2531.168701
	Iteration 25Q: 3 clusters Score -227639.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -227639.953125 Penalty: 2531.168701
	Iteration 26Q: 3 clusters Score -227640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -227640.546875 Penalty: 2531.168701
	Iteration 27Q: 3 clusters Score -227640.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -227640.937500 Penalty: 2531.168701
	Iteration 28Q: 3 clusters Score -227640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -227641.125000 Penalty: 2531.168701
	Iteration 29Q: 3 clusters Score -227641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -227642.453125 Penalty: 2531.168701
	Iteration 30Q: 3 clusters Score -227642.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -227642.625000 Penalty: 2531.168701
	Iteration 31Q: 3 clusters Score -227642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -227642.671875 Penalty: 2531.168701
	Iteration 32Q: 3 clusters Score -227642.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -227643.421875 Penalty: 2531.168701
	Iteration 33Q: 3 clusters Score -227643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -227643.656250 Penalty: 2531.168701
	Iteration 34Q: 3 clusters Score -227643.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -227645.218750 Penalty: 2531.168701
	Iteration 35Q: 3 clusters Score -227645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -227646.859375 Penalty: 2531.168701
	Iteration 36Q: 3 clusters Score -227646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -227649.265625 Penalty: 2531.168701
	Iteration 37Q: 3 clusters Score -227649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -227650.296875 Penalty: 2531.168701
	Iteration 38Q: 3 clusters Score -227650.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -227651.671875 Penalty: 2531.168701
	Iteration 39Q: 3 clusters Score -227651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -227652.718750 Penalty: 2531.168701
	Iteration 40F: 3 clusters Score -227652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -227653.218750 Penalty: 2531.168701
	Iteration 41Q: 3 clusters Score -227653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -227653.390625 Penalty: 2531.168701
	Iteration 42Q: 3 clusters Score -227653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -227654.265625 Penalty: 2531.168701
	Iteration 43Q: 3 clusters Score -227654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -227654.625000 Penalty: 2531.168701
	Iteration 44Q: 3 clusters Score -227654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -227654.968750 Penalty: 2531.168701
	Iteration 45Q: 3 clusters Score -227655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -227655.421875 Penalty: 2531.168701
	Iteration 46Q: 3 clusters Score -227655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -227656.765625 Penalty: 2531.168701
	Iteration 47Q: 3 clusters Score -227656.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -227657.187500 Penalty: 2531.168701
	Iteration 48Q: 3 clusters Score -227657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -227659.000000 Penalty: 2531.168701
	Iteration 49Q: 3 clusters Score -227659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -227659.593750 Penalty: 2531.168701
	Iteration 50Q: 3 clusters Score -227659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -227660.640625 Penalty: 2531.168701
	Iteration 51Q: 3 clusters Score -227660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -227661.984375 Penalty: 2531.168701
	Iteration 52Q: 3 clusters Score -227662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -227662.265625 Penalty: 2531.168701
	Iteration 53Q: 3 clusters Score -227662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -227662.828125 Penalty: 2531.168701
	Iteration 54Q: 3 clusters Score -227662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -227663.421875 Penalty: 2531.168701
	Iteration 55Q: 3 clusters Score -227663.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -227664.093750 Penalty: 2531.168701
	Iteration 56Q: 3 clusters Score -227664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -227664.640625 Penalty: 2531.168701
	Iteration 57Q: 3 clusters Score -227664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -227664.640625 Penalty: 2531.168701
	Iteration 58F: 3 clusters Score -227664.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Entering Unmasked Estep 
Score: -1289225.500000 Penalty: 1543.838501
	Iteration 0F: 2 clusters Score -1289226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1279893.750000 Penalty: 3087.677002
	Iteration 0F: 3 clusters Score -1279894 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1282987.125000 Penalty: 3087.677002
	Iteration 1F: 3 clusters Score -1282987 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1283246.500000 Penalty: 3087.677002
	Iteration 2F: 3 clusters Score -1283246 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1283466.375000 Penalty: 3087.677002
	Iteration 3Q: 3 clusters Score -1283466 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1283672.375000 Penalty: 3087.677002
	Iteration 4Q: 3 clusters Score -1283672 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1283894.500000 Penalty: 3087.677002
	Iteration 5Q: 3 clusters Score -1283894 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1284208.500000 Penalty: 3087.677002
	Iteration 6Q: 3 clusters Score -1284208 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1284665.875000 Penalty: 3087.677002
	Iteration 7F: 3 clusters Score -1284666 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1285304.625000 Penalty: 3087.677002
	Iteration 8F: 3 clusters Score -1285305 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1285975.000000 Penalty: 3087.677002
	Iteration 9F: 3 clusters Score -1285975 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1286598.250000 Penalty: 3087.677002
	Iteration 10F: 3 clusters Score -1286598 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1287069.625000 Penalty: 3087.677002
	Iteration 11Q: 3 clusters Score -1287070 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1287359.875000 Penalty: 3087.677002
	Iteration 12Q: 3 clusters Score -1287360 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1287540.250000 Penalty: 3087.677002
	Iteration 13Q: 3 clusters Score -1287540 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1287652.000000 Penalty: 3087.677002
	Iteration 14Q: 3 clusters Score -1287652 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1287720.250000 Penalty: 3087.677002
	Iteration 15Q: 3 clusters Score -1287720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1287780.375000 Penalty: 3087.677002
	Iteration 16Q: 3 clusters Score -1287780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1287810.875000 Penalty: 3087.677002
	Iteration 17Q: 3 clusters Score -1287811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1287835.250000 Penalty: 3087.677002
	Iteration 18Q: 3 clusters Score -1287835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1287852.250000 Penalty: 3087.677002
	Iteration 19Q: 3 clusters Score -1287852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1287867.625000 Penalty: 3087.677002
	Iteration 20F: 3 clusters Score -1287868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1287883.375000 Penalty: 3087.677002
	Iteration 21Q: 3 clusters Score -1287883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1287897.000000 Penalty: 3087.677002
	Iteration 22Q: 3 clusters Score -1287897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1287902.375000 Penalty: 3087.677002
	Iteration 23Q: 3 clusters Score -1287902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1287910.875000 Penalty: 3087.677002
	Iteration 24Q: 3 clusters Score -1287911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1287916.250000 Penalty: 3087.677002
	Iteration 25Q: 3 clusters Score -1287916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1287921.875000 Penalty: 3087.677002
	Iteration 26Q: 3 clusters Score -1287922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1287927.250000 Penalty: 3087.677002
	Iteration 27Q: 3 clusters Score -1287927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1287933.500000 Penalty: 3087.677002
	Iteration 28Q: 3 clusters Score -1287934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1287938.125000 Penalty: 3087.677002
	Iteration 29Q: 3 clusters Score -1287938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1287940.625000 Penalty: 3087.677002
	Iteration 30Q: 3 clusters Score -1287941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1287943.750000 Penalty: 3087.677002
	Iteration 31Q: 3 clusters Score -1287944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1287945.250000 Penalty: 3087.677002
	Iteration 32Q: 3 clusters Score -1287945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1287945.250000 Penalty: 3087.677002
	Iteration 33Q: 3 clusters Score -1287945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1287945.250000 Penalty: 3087.677002
	Iteration 34F: 3 clusters Score -1287945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Entering Unmasked Estep 
Score: -351787.875000 Penalty: 1337.814697
	Iteration 0F: 2 clusters Score -351787.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -348592.312500 Penalty: 2675.629395
	Iteration 0F: 3 clusters Score -348592.3 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -349447.218750 Penalty: 2675.629395
	Iteration 1F: 3 clusters Score -349447.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -349642.468750 Penalty: 2675.629395
	Iteration 2F: 3 clusters Score -349642.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -349817.843750 Penalty: 2675.629395
	Iteration 3F: 3 clusters Score -349817.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -349971.156250 Penalty: 2675.629395
	Iteration 4F: 3 clusters Score -349971.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -350072.062500 Penalty: 2675.629395
	Iteration 5Q: 3 clusters Score -350072.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -350142.156250 Penalty: 2675.629395
	Iteration 6Q: 3 clusters Score -350142.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -350202.031250 Penalty: 2675.629395
	Iteration 7Q: 3 clusters Score -350202 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -350246.781250 Penalty: 2675.629395
	Iteration 8Q: 3 clusters Score -350246.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -350275.843750 Penalty: 2675.629395
	Iteration 9Q: 3 clusters Score -350275.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -350299.531250 Penalty: 2675.629395
	Iteration 10Q: 3 clusters Score -350299.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -350321.750000 Penalty: 2675.629395
	Iteration 11Q: 3 clusters Score -350321.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -350336.656250 Penalty: 2675.629395
	Iteration 12Q: 3 clusters Score -350336.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -350348.312500 Penalty: 2675.629395
	Iteration 13Q: 3 clusters Score -350348.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -350359.156250 Penalty: 2675.629395
	Iteration 14Q: 3 clusters Score -350359.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -350371.968750 Penalty: 2675.629395
	Iteration 15Q: 3 clusters Score -350372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -350380.312500 Penalty: 2675.629395
	Iteration 16Q: 3 clusters Score -350380.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -350383.531250 Penalty: 2675.629395
	Iteration 17Q: 3 clusters Score -350383.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -350387.250000 Penalty: 2675.629395
	Iteration 18Q: 3 clusters Score -350387.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -350392.593750 Penalty: 2675.629395
	Iteration 19Q: 3 clusters Score -350392.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -350397.781250 Penalty: 2675.629395
	Iteration 20F: 3 clusters Score -350397.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -350401.750000 Penalty: 2675.629395
	Iteration 21Q: 3 clusters Score -350401.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -350404.375000 Penalty: 2675.629395
	Iteration 22Q: 3 clusters Score -350404.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -350406.062500 Penalty: 2675.629395
	Iteration 23Q: 3 clusters Score -350406.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -350406.562500 Penalty: 2675.629395
	Iteration 24Q: 3 clusters Score -350406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -350409.562500 Penalty: 2675.629395
	Iteration 25Q: 3 clusters Score -350409.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -350412.593750 Penalty: 2675.629395
	Iteration 26Q: 3 clusters Score -350412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -350415.812500 Penalty: 2675.629395
	Iteration 27Q: 3 clusters Score -350415.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -350418.218750 Penalty: 2675.629395
	Iteration 28Q: 3 clusters Score -350418.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -350419.562500 Penalty: 2675.629395
	Iteration 29Q: 3 clusters Score -350419.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -350423.437500 Penalty: 2675.629395
	Iteration 30Q: 3 clusters Score -350423.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -350426.500000 Penalty: 2675.629395
	Iteration 31Q: 3 clusters Score -350426.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -350428.093750 Penalty: 2675.629395
	Iteration 32Q: 3 clusters Score -350428.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -350430.531250 Penalty: 2675.629395
	Iteration 33Q: 3 clusters Score -350430.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -350431.312500 Penalty: 2675.629395
	Iteration 34Q: 3 clusters Score -350431.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -350433.781250 Penalty: 2675.629395
	Iteration 35Q: 3 clusters Score -350433.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -350437.281250 Penalty: 2675.629395
	Iteration 36Q: 3 clusters Score -350437.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -350440.437500 Penalty: 2675.629395
	Iteration 37Q: 3 clusters Score -350440.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -350443.343750 Penalty: 2675.629395
	Iteration 38Q: 3 clusters Score -350443.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -350446.937500 Penalty: 2675.629395
	Iteration 39Q: 3 clusters Score -350446.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -350452.093750 Penalty: 2675.629395
	Iteration 40F: 3 clusters Score -350452.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -350456.843750 Penalty: 2675.629395
	Iteration 41Q: 3 clusters Score -350456.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -350461.312500 Penalty: 2675.629395
	Iteration 42Q: 3 clusters Score -350461.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -350467.750000 Penalty: 2675.629395
	Iteration 43Q: 3 clusters Score -350467.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -350473.843750 Penalty: 2675.629395
	Iteration 44Q: 3 clusters Score -350473.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -350481.062500 Penalty: 2675.629395
	Iteration 45Q: 3 clusters Score -350481.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -350489.687500 Penalty: 2675.629395
	Iteration 46Q: 3 clusters Score -350489.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -350501.468750 Penalty: 2675.629395
	Iteration 47Q: 3 clusters Score -350501.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -350510.343750 Penalty: 2675.629395
	Iteration 48Q: 3 clusters Score -350510.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -350522.250000 Penalty: 2675.629395
	Iteration 49Q: 3 clusters Score -350522.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -350535.875000 Penalty: 2675.629395
	Iteration 50Q: 3 clusters Score -350535.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -350547.750000 Penalty: 2675.629395
	Iteration 51Q: 3 clusters Score -350547.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -350562.406250 Penalty: 2675.629395
	Iteration 52Q: 3 clusters Score -350562.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -350575.937500 Penalty: 2675.629395
	Iteration 53Q: 3 clusters Score -350575.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -350585.812500 Penalty: 2675.629395
	Iteration 54Q: 3 clusters Score -350585.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -350595.843750 Penalty: 2675.629395
	Iteration 55Q: 3 clusters Score -350595.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -350602.968750 Penalty: 2675.629395
	Iteration 56Q: 3 clusters Score -350603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -350614.250000 Penalty: 2675.629395
	Iteration 57Q: 3 clusters Score -350614.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -350630.781250 Penalty: 2675.629395
	Iteration 58Q: 3 clusters Score -350630.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -350654.250000 Penalty: 2675.629395
	Iteration 59Q: 3 clusters Score -350654.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -350688.968750 Penalty: 2675.629395
	Iteration 60F: 3 clusters Score -350689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -350724.500000 Penalty: 2675.629395
	Iteration 61Q: 3 clusters Score -350724.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -350760.625000 Penalty: 2675.629395
	Iteration 62Q: 3 clusters Score -350760.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -350792.906250 Penalty: 2675.629395
	Iteration 63Q: 3 clusters Score -350792.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -350816.281250 Penalty: 2675.629395
	Iteration 64Q: 3 clusters Score -350816.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -350839.625000 Penalty: 2675.629395
	Iteration 65Q: 3 clusters Score -350839.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -350881.000000 Penalty: 2675.629395
	Iteration 66Q: 3 clusters Score -350881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -350926.562500 Penalty: 2675.629395
	Iteration 67Q: 3 clusters Score -350926.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -350968.000000 Penalty: 2675.629395
	Iteration 68Q: 3 clusters Score -350968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -351010.281250 Penalty: 2675.629395
	Iteration 69Q: 3 clusters Score -351010.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -351042.750000 Penalty: 2675.629395
	Iteration 70Q: 3 clusters Score -351042.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -351062.812500 Penalty: 2675.629395
	Iteration 71Q: 3 clusters Score -351062.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -351075.843750 Penalty: 2675.629395
	Iteration 72Q: 3 clusters Score -351075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -351085.156250 Penalty: 2675.629395
	Iteration 73Q: 3 clusters Score -351085.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -351092.937500 Penalty: 2675.629395
	Iteration 74Q: 3 clusters Score -351092.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -351099.156250 Penalty: 2675.629395
	Iteration 75Q: 3 clusters Score -351099.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -351104.375000 Penalty: 2675.629395
	Iteration 76Q: 3 clusters Score -351104.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -351108.375000 Penalty: 2675.629395
	Iteration 77Q: 3 clusters Score -351108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -351110.406250 Penalty: 2675.629395
	Iteration 78Q: 3 clusters Score -351110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -351112.000000 Penalty: 2675.629395
	Iteration 79Q: 3 clusters Score -351112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -351112.812500 Penalty: 2675.629395
	Iteration 80F: 3 clusters Score -351112.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -351116.031250 Penalty: 2675.629395
	Iteration 81Q: 3 clusters Score -351116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -351117.750000 Penalty: 2675.629395
	Iteration 82Q: 3 clusters Score -351117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -351117.750000 Penalty: 2675.629395
	Iteration 83F: 3 clusters Score -351117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -158040.593750 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -158040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -156172.000000 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -156172 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -156537.750000 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -156537.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -156627.078125 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -156627.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -156679.812500 Penalty: 2410.713623
	Iteration 3Q: 3 clusters Score -156679.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -156709.750000 Penalty: 2410.713623
	Iteration 4Q: 3 clusters Score -156709.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -156732.312500 Penalty: 2410.713623
	Iteration 5Q: 3 clusters Score -156732.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -156752.218750 Penalty: 2410.713623
	Iteration 6Q: 3 clusters Score -156752.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -156764.687500 Penalty: 2410.713623
	Iteration 7Q: 3 clusters Score -156764.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -156770.703125 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -156770.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -156775.765625 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -156775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -156780.250000 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -156780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -156785.000000 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -156785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -156789.406250 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -156789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -156792.078125 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -156792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -156798.125000 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -156798.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -156808.046875 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -156808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -156813.687500 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -156813.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -156819.140625 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -156819.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -156823.421875 Penalty: 2410.713623
	Iteration 18Q: 3 clusters Score -156823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -156824.062500 Penalty: 2410.713623
	Iteration 19Q: 3 clusters Score -156824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -156824.562500 Penalty: 2410.713623
	Iteration 20F: 3 clusters Score -156824.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (122010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122010 members 
Entering Unmasked Estep 
Score: -11727331.000000 Penalty: 1903.177002
	Iteration 0F: 2 clusters Score -1.172733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -11645609.000000 Penalty: 3806.354004
	Iteration 0F: 3 clusters Score -1.164561e+07 nChanged 58750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -11679831.000000 Penalty: 3806.354004
	Iteration 1F: 3 clusters Score -1.167983e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -11680599.000000 Penalty: 3806.354004
	Iteration 2Q: 3 clusters Score -1.16806e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -11681773.000000 Penalty: 3806.354004
	Iteration 3Q: 3 clusters Score -1.168177e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -11683498.000000 Penalty: 3806.354004
	Iteration 4Q: 3 clusters Score -1.16835e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -11686528.000000 Penalty: 3806.354004
	Iteration 5Q: 3 clusters Score -1.168653e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -11692127.000000 Penalty: 3806.354004
	Iteration 6F: 3 clusters Score -1.169213e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -11700271.000000 Penalty: 3806.354004
	Iteration 7F: 3 clusters Score -1.170027e+07 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104445 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -11709903.000000 Penalty: 3806.354004
	Iteration 8F: 3 clusters Score -1.17099e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112638 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -11717568.000000 Penalty: 3806.354004
	Iteration 9F: 3 clusters Score -1.171757e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117759 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -11722190.000000 Penalty: 3806.354004
	Iteration 10Q: 3 clusters Score -1.172219e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120222 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -11724312.000000 Penalty: 3806.354004
	Iteration 11Q: 3 clusters Score -1.172431e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121209 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11725129.000000 Penalty: 3806.354004
	Iteration 12Q: 3 clusters Score -1.172513e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121553 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11725403.000000 Penalty: 3806.354004
	Iteration 13Q: 3 clusters Score -1.17254e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121668 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11725508.000000 Penalty: 3806.354004
	Iteration 14Q: 3 clusters Score -1.172551e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121709 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11725584.000000 Penalty: 3806.354004
	Iteration 15Q: 3 clusters Score -1.172558e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121736 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11725616.000000 Penalty: 3806.354004
	Iteration 16Q: 3 clusters Score -1.172562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121747 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11725648.000000 Penalty: 3806.354004
	Iteration 17Q: 3 clusters Score -1.172565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121757 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11725657.000000 Penalty: 3806.354004
	Iteration 18Q: 3 clusters Score -1.172566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121772 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11725674.000000 Penalty: 3806.354004
	Iteration 19Q: 3 clusters Score -1.172567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121774 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11725696.000000 Penalty: 3806.354004
	Iteration 20F: 3 clusters Score -1.17257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11725705.000000 Penalty: 3806.354004
	Iteration 21Q: 3 clusters Score -1.17257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121779 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11725707.000000 Penalty: 3806.354004
	Iteration 22Q: 3 clusters Score -1.172571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11725710.000000 Penalty: 3806.354004
	Iteration 23Q: 3 clusters Score -1.172571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11725710.000000 Penalty: 3806.354004
	Iteration 24F: 3 clusters Score -1.172571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Entering Unmasked Estep 
Score: -871909.125000 Penalty: 1484.555298
	Iteration 0F: 2 clusters Score -871909.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -865204.750000 Penalty: 2969.110596
	Iteration 0F: 3 clusters Score -865204.8 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -867242.562500 Penalty: 2969.110596
	Iteration 1F: 3 clusters Score -867242.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -867430.437500 Penalty: 2969.110596
	Iteration 2F: 3 clusters Score -867430.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -867586.250000 Penalty: 2969.110596
	Iteration 3Q: 3 clusters Score -867586.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -867720.375000 Penalty: 2969.110596
	Iteration 4Q: 3 clusters Score -867720.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -867849.375000 Penalty: 2969.110596
	Iteration 5Q: 3 clusters Score -867849.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -868000.500000 Penalty: 2969.110596
	Iteration 6Q: 3 clusters Score -868000.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -868208.250000 Penalty: 2969.110596
	Iteration 7Q: 3 clusters Score -868208.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -868460.750000 Penalty: 2969.110596
	Iteration 8Q: 3 clusters Score -868460.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -868786.000000 Penalty: 2969.110596
	Iteration 9F: 3 clusters Score -868786 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -869202.687500 Penalty: 2969.110596
	Iteration 10F: 3 clusters Score -869202.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -869642.937500 Penalty: 2969.110596
	Iteration 11F: 3 clusters Score -869642.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -869990.375000 Penalty: 2969.110596
	Iteration 12Q: 3 clusters Score -869990.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -870205.250000 Penalty: 2969.110596
	Iteration 13Q: 3 clusters Score -870205.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -870359.625000 Penalty: 2969.110596
	Iteration 14Q: 3 clusters Score -870359.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -870473.312500 Penalty: 2969.110596
	Iteration 15Q: 3 clusters Score -870473.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -870591.937500 Penalty: 2969.110596
	Iteration 16Q: 3 clusters Score -870591.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -870679.562500 Penalty: 2969.110596
	Iteration 17Q: 3 clusters Score -870679.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -870738.687500 Penalty: 2969.110596
	Iteration 18Q: 3 clusters Score -870738.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -870758.812500 Penalty: 2969.110596
	Iteration 19Q: 3 clusters Score -870758.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -870767.562500 Penalty: 2969.110596
	Iteration 20F: 3 clusters Score -870767.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -870772.812500 Penalty: 2969.110596
	Iteration 21Q: 3 clusters Score -870772.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -870780.437500 Penalty: 2969.110596
	Iteration 22Q: 3 clusters Score -870780.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -870785.000000 Penalty: 2969.110596
	Iteration 23Q: 3 clusters Score -870785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -870790.187500 Penalty: 2969.110596
	Iteration 24Q: 3 clusters Score -870790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -870791.562500 Penalty: 2969.110596
	Iteration 25Q: 3 clusters Score -870791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -870791.562500 Penalty: 2969.110596
	Iteration 26Q: 3 clusters Score -870791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -870794.562500 Penalty: 2969.110596
	Iteration 27Q: 3 clusters Score -870794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -870794.812500 Penalty: 2969.110596
	Iteration 28Q: 3 clusters Score -870794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -870799.062500 Penalty: 2969.110596
	Iteration 29Q: 3 clusters Score -870799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -870802.937500 Penalty: 2969.110596
	Iteration 30Q: 3 clusters Score -870802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -870806.687500 Penalty: 2969.110596
	Iteration 31Q: 3 clusters Score -870806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -870808.750000 Penalty: 2969.110596
	Iteration 32Q: 3 clusters Score -870808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -870811.187500 Penalty: 2969.110596
	Iteration 33Q: 3 clusters Score -870811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -870810.125000 Penalty: 2969.110596
	Iteration 34Q: 3 clusters Score -870810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -870810.687500 Penalty: 2969.110596
	Iteration 35Q: 3 clusters Score -870810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -870811.500000 Penalty: 2969.110596
	Iteration 36Q: 3 clusters Score -870811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -870812.625000 Penalty: 2969.110596
	Iteration 37Q: 3 clusters Score -870812.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -870812.625000 Penalty: 2969.110596
	Iteration 38F: 3 clusters Score -870812.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Entering Unmasked Estep 
Score: -1156133.000000 Penalty: 1526.158447
	Iteration 0F: 2 clusters Score -1156133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1147727.500000 Penalty: 3052.316895
	Iteration 0F: 3 clusters Score -1147728 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1150590.500000 Penalty: 3052.316895
	Iteration 1F: 3 clusters Score -1150590 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1150886.750000 Penalty: 3052.316895
	Iteration 2F: 3 clusters Score -1150887 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1151133.125000 Penalty: 3052.316895
	Iteration 3F: 3 clusters Score -1151133 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1151381.750000 Penalty: 3052.316895
	Iteration 4Q: 3 clusters Score -1151382 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1151629.500000 Penalty: 3052.316895
	Iteration 5Q: 3 clusters Score -1151630 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1151902.375000 Penalty: 3052.316895
	Iteration 6Q: 3 clusters Score -1151902 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1152236.875000 Penalty: 3052.316895
	Iteration 7Q: 3 clusters Score -1152237 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1152617.875000 Penalty: 3052.316895
	Iteration 8Q: 3 clusters Score -1152618 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1153058.625000 Penalty: 3052.316895
	Iteration 9Q: 3 clusters Score -1153059 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1153539.625000 Penalty: 3052.316895
	Iteration 10Q: 3 clusters Score -1153540 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1153932.125000 Penalty: 3052.316895
	Iteration 11Q: 3 clusters Score -1153932 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1154221.500000 Penalty: 3052.316895
	Iteration 12Q: 3 clusters Score -1154222 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1154418.375000 Penalty: 3052.316895
	Iteration 13Q: 3 clusters Score -1154418 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1154538.250000 Penalty: 3052.316895
	Iteration 14Q: 3 clusters Score -1154538 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1154617.375000 Penalty: 3052.316895
	Iteration 15Q: 3 clusters Score -1154617 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1154669.875000 Penalty: 3052.316895
	Iteration 16Q: 3 clusters Score -1154670 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1154715.375000 Penalty: 3052.316895
	Iteration 17Q: 3 clusters Score -1154715 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1154752.875000 Penalty: 3052.316895
	Iteration 18Q: 3 clusters Score -1154753 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1154787.125000 Penalty: 3052.316895
	Iteration 19Q: 3 clusters Score -1154787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1154812.750000 Penalty: 3052.316895
	Iteration 20F: 3 clusters Score -1154813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1154829.625000 Penalty: 3052.316895
	Iteration 21Q: 3 clusters Score -1154830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1154842.000000 Penalty: 3052.316895
	Iteration 22Q: 3 clusters Score -1154842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1154852.875000 Penalty: 3052.316895
	Iteration 23Q: 3 clusters Score -1154853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1154863.125000 Penalty: 3052.316895
	Iteration 24Q: 3 clusters Score -1154863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1154873.500000 Penalty: 3052.316895
	Iteration 25Q: 3 clusters Score -1154874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1154882.000000 Penalty: 3052.316895
	Iteration 26Q: 3 clusters Score -1154882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1154886.375000 Penalty: 3052.316895
	Iteration 27Q: 3 clusters Score -1154886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1154883.875000 Penalty: 3052.316895
	Iteration 28Q: 3 clusters Score -1154884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1154886.375000 Penalty: 3052.316895
	Iteration 29Q: 3 clusters Score -1154886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1154888.625000 Penalty: 3052.316895
	Iteration 30Q: 3 clusters Score -1154889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1154891.250000 Penalty: 3052.316895
	Iteration 31Q: 3 clusters Score -1154891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1154894.125000 Penalty: 3052.316895
	Iteration 32Q: 3 clusters Score -1154894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1154893.500000 Penalty: 3052.316895
	Iteration 33Q: 3 clusters Score -1154894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1154895.625000 Penalty: 3052.316895
	Iteration 34Q: 3 clusters Score -1154896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1154895.375000 Penalty: 3052.316895
	Iteration 35Q: 3 clusters Score -1154895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1154897.375000 Penalty: 3052.316895
	Iteration 36Q: 3 clusters Score -1154897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1154898.125000 Penalty: 3052.316895
	Iteration 37Q: 3 clusters Score -1154898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1154898.000000 Penalty: 3052.316895
	Iteration 38Q: 3 clusters Score -1154898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1154899.625000 Penalty: 3052.316895
	Iteration 39Q: 3 clusters Score -1154900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1154901.375000 Penalty: 3052.316895
	Iteration 40F: 3 clusters Score -1154901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1154902.750000 Penalty: 3052.316895
	Iteration 41Q: 3 clusters Score -1154903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1154904.750000 Penalty: 3052.316895
	Iteration 42Q: 3 clusters Score -1154905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1154907.750000 Penalty: 3052.316895
	Iteration 43Q: 3 clusters Score -1154908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1154909.375000 Penalty: 3052.316895
	Iteration 44Q: 3 clusters Score -1154909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1154909.750000 Penalty: 3052.316895
	Iteration 45Q: 3 clusters Score -1154910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1154910.375000 Penalty: 3052.316895
	Iteration 46Q: 3 clusters Score -1154910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1154910.375000 Penalty: 3052.316895
	Iteration 47F: 3 clusters Score -1154910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -53411.945312 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -53411.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52283.226562 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -52283.23 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52435.070312 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -52435.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52474.605469 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -52474.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52493.710938 Penalty: 2064.604492
	Iteration 3Q: 3 clusters Score -52493.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52509.136719 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -52509.14 nChanged 4
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: -52515.843750 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -52515.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52519.558594 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -52519.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52520.289062 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -52520.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52522.886719 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -52522.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52522.886719 Penalty: 2064.604492
	Iteration 9F: 3 clusters Score -52522.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -556066.187500 Penalty: 1405.563843
	Iteration 0F: 2 clusters Score -556066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -551605.812500 Penalty: 2811.127686
	Iteration 0F: 3 clusters Score -551605.8 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -552853.062500 Penalty: 2811.127686
	Iteration 1F: 3 clusters Score -552853.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -553051.562500 Penalty: 2811.127686
	Iteration 2F: 3 clusters Score -553051.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -553176.250000 Penalty: 2811.127686
	Iteration 3Q: 3 clusters Score -553176.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -553263.125000 Penalty: 2811.127686
	Iteration 4Q: 3 clusters Score -553263.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -553321.625000 Penalty: 2811.127686
	Iteration 5Q: 3 clusters Score -553321.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -553367.625000 Penalty: 2811.127686
	Iteration 6Q: 3 clusters Score -553367.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -553417.250000 Penalty: 2811.127686
	Iteration 7Q: 3 clusters Score -553417.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -553479.750000 Penalty: 2811.127686
	Iteration 8Q: 3 clusters Score -553479.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -553541.750000 Penalty: 2811.127686
	Iteration 9Q: 3 clusters Score -553541.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -553622.500000 Penalty: 2811.127686
	Iteration 10Q: 3 clusters Score -553622.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -553716.437500 Penalty: 2811.127686
	Iteration 11Q: 3 clusters Score -553716.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -553840.375000 Penalty: 2811.127686
	Iteration 12Q: 3 clusters Score -553840.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -553983.500000 Penalty: 2811.127686
	Iteration 13Q: 3 clusters Score -553983.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -554164.375000 Penalty: 2811.127686
	Iteration 14Q: 3 clusters Score -554164.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -554361.125000 Penalty: 2811.127686
	Iteration 15Q: 3 clusters Score -554361.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -554501.500000 Penalty: 2811.127686
	Iteration 16Q: 3 clusters Score -554501.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -554590.125000 Penalty: 2811.127686
	Iteration 17Q: 3 clusters Score -554590.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -554649.000000 Penalty: 2811.127686
	Iteration 18Q: 3 clusters Score -554649 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -554686.937500 Penalty: 2811.127686
	Iteration 19Q: 3 clusters Score -554686.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -554710.437500 Penalty: 2811.127686
	Iteration 20F: 3 clusters Score -554710.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -554730.062500 Penalty: 2811.127686
	Iteration 21Q: 3 clusters Score -554730.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -554749.125000 Penalty: 2811.127686
	Iteration 22Q: 3 clusters Score -554749.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -554756.937500 Penalty: 2811.127686
	Iteration 23Q: 3 clusters Score -554756.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -554765.562500 Penalty: 2811.127686
	Iteration 24Q: 3 clusters Score -554765.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -554776.250000 Penalty: 2811.127686
	Iteration 25Q: 3 clusters Score -554776.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -554783.625000 Penalty: 2811.127686
	Iteration 26Q: 3 clusters Score -554783.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -554793.187500 Penalty: 2811.127686
	Iteration 27Q: 3 clusters Score -554793.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -554802.437500 Penalty: 2811.127686
	Iteration 28Q: 3 clusters Score -554802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -554813.687500 Penalty: 2811.127686
	Iteration 29Q: 3 clusters Score -554813.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -554824.687500 Penalty: 2811.127686
	Iteration 30Q: 3 clusters Score -554824.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -554827.500000 Penalty: 2811.127686
	Iteration 31Q: 3 clusters Score -554827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -554827.750000 Penalty: 2811.127686
	Iteration 32Q: 3 clusters Score -554827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -554827.750000 Penalty: 2811.127686
	Iteration 33F: 3 clusters Score -554827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Entering Unmasked Estep 
Score: -801014.250000 Penalty: 1466.636475
	Iteration 0F: 2 clusters Score -801014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -794992.812500 Penalty: 2933.272949
	Iteration 0F: 3 clusters Score -794992.8 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -796785.750000 Penalty: 2933.272949
	Iteration 1F: 3 clusters Score -796785.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -796992.750000 Penalty: 2933.272949
	Iteration 2F: 3 clusters Score -796992.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -797142.687500 Penalty: 2933.272949
	Iteration 3F: 3 clusters Score -797142.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -797252.187500 Penalty: 2933.272949
	Iteration 4Q: 3 clusters Score -797252.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -797344.750000 Penalty: 2933.272949
	Iteration 5Q: 3 clusters Score -797344.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -797433.437500 Penalty: 2933.272949
	Iteration 6Q: 3 clusters Score -797433.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -797515.875000 Penalty: 2933.272949
	Iteration 7Q: 3 clusters Score -797515.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -797614.812500 Penalty: 2933.272949
	Iteration 8Q: 3 clusters Score -797614.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -797713.437500 Penalty: 2933.272949
	Iteration 9Q: 3 clusters Score -797713.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -797837.937500 Penalty: 2933.272949
	Iteration 10Q: 3 clusters Score -797837.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -797996.375000 Penalty: 2933.272949
	Iteration 11Q: 3 clusters Score -797996.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -798190.187500 Penalty: 2933.272949
	Iteration 12Q: 3 clusters Score -798190.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -798398.687500 Penalty: 2933.272949
	Iteration 13Q: 3 clusters Score -798398.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -798632.312500 Penalty: 2933.272949
	Iteration 14Q: 3 clusters Score -798632.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -798877.687500 Penalty: 2933.272949
	Iteration 15Q: 3 clusters Score -798877.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -799094.062500 Penalty: 2933.272949
	Iteration 16Q: 3 clusters Score -799094.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -799259.562500 Penalty: 2933.272949
	Iteration 17Q: 3 clusters Score -799259.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -799388.000000 Penalty: 2933.272949
	Iteration 18Q: 3 clusters Score -799388 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -799496.500000 Penalty: 2933.272949
	Iteration 19Q: 3 clusters Score -799496.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -799567.875000 Penalty: 2933.272949
	Iteration 20F: 3 clusters Score -799567.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -799615.187500 Penalty: 2933.272949
	Iteration 21Q: 3 clusters Score -799615.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -799652.250000 Penalty: 2933.272949
	Iteration 22Q: 3 clusters Score -799652.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -799684.750000 Penalty: 2933.272949
	Iteration 23Q: 3 clusters Score -799684.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -799719.375000 Penalty: 2933.272949
	Iteration 24Q: 3 clusters Score -799719.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -799734.687500 Penalty: 2933.272949
	Iteration 25Q: 3 clusters Score -799734.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -799749.125000 Penalty: 2933.272949
	Iteration 26Q: 3 clusters Score -799749.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -799765.250000 Penalty: 2933.272949
	Iteration 27Q: 3 clusters Score -799765.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -799793.000000 Penalty: 2933.272949
	Iteration 28Q: 3 clusters Score -799793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -799809.750000 Penalty: 2933.272949
	Iteration 29Q: 3 clusters Score -799809.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -799827.312500 Penalty: 2933.272949
	Iteration 30Q: 3 clusters Score -799827.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -799838.437500 Penalty: 2933.272949
	Iteration 31Q: 3 clusters Score -799838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -799844.625000 Penalty: 2933.272949
	Iteration 32Q: 3 clusters Score -799844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -799849.000000 Penalty: 2933.272949
	Iteration 33Q: 3 clusters Score -799849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -799856.062500 Penalty: 2933.272949
	Iteration 34Q: 3 clusters Score -799856.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -799868.250000 Penalty: 2933.272949
	Iteration 35Q: 3 clusters Score -799868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -799884.187500 Penalty: 2933.272949
	Iteration 36Q: 3 clusters Score -799884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -799888.625000 Penalty: 2933.272949
	Iteration 37Q: 3 clusters Score -799888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -799890.000000 Penalty: 2933.272949
	Iteration 38Q: 3 clusters Score -799890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -799893.875000 Penalty: 2933.272949
	Iteration 39Q: 3 clusters Score -799893.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -799900.000000 Penalty: 2933.272949
	Iteration 40F: 3 clusters Score -799900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -799902.437500 Penalty: 2933.272949
	Iteration 41Q: 3 clusters Score -799902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -799905.000000 Penalty: 2933.272949
	Iteration 42Q: 3 clusters Score -799905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -799907.187500 Penalty: 2933.272949
	Iteration 43Q: 3 clusters Score -799907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -799907.187500 Penalty: 2933.272949
	Iteration 44Q: 3 clusters Score -799907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -799908.562500 Penalty: 2933.272949
	Iteration 45Q: 3 clusters Score -799908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -799909.687500 Penalty: 2933.272949
	Iteration 46Q: 3 clusters Score -799909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -799909.937500 Penalty: 2933.272949
	Iteration 47Q: 3 clusters Score -799909.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -799911.062500 Penalty: 2933.272949
	Iteration 48Q: 3 clusters Score -799911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -799911.500000 Penalty: 2933.272949
	Iteration 49Q: 3 clusters Score -799911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -799911.500000 Penalty: 2933.272949
	Iteration 50F: 3 clusters Score -799911.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Entering Unmasked Estep 
Score: -2241727.750000 Penalty: 1633.406982
	Iteration 0F: 2 clusters Score -2241728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2225964.500000 Penalty: 3266.813965
	Iteration 0F: 3 clusters Score -2225964 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2231710.250000 Penalty: 3266.813965
	Iteration 1F: 3 clusters Score -2231710 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2232026.000000 Penalty: 3266.813965
	Iteration 2Q: 3 clusters Score -2232026 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2232337.000000 Penalty: 3266.813965
	Iteration 3Q: 3 clusters Score -2232337 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2232633.750000 Penalty: 3266.813965
	Iteration 4Q: 3 clusters Score -2232634 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2232942.500000 Penalty: 3266.813965
	Iteration 5Q: 3 clusters Score -2232942 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2233338.500000 Penalty: 3266.813965
	Iteration 6Q: 3 clusters Score -2233338 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2233790.000000 Penalty: 3266.813965
	Iteration 7Q: 3 clusters Score -2233790 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2234297.750000 Penalty: 3266.813965
	Iteration 8Q: 3 clusters Score -2234298 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2234856.500000 Penalty: 3266.813965
	Iteration 9Q: 3 clusters Score -2234856 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2235429.250000 Penalty: 3266.813965
	Iteration 10Q: 3 clusters Score -2235429 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2236098.500000 Penalty: 3266.813965
	Iteration 11Q: 3 clusters Score -2236098 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2236823.250000 Penalty: 3266.813965
	Iteration 12Q: 3 clusters Score -2236823 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2237469.000000 Penalty: 3266.813965
	Iteration 13Q: 3 clusters Score -2237469 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2237983.750000 Penalty: 3266.813965
	Iteration 14Q: 3 clusters Score -2237984 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2238337.250000 Penalty: 3266.813965
	Iteration 15Q: 3 clusters Score -2238337 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2238580.250000 Penalty: 3266.813965
	Iteration 16Q: 3 clusters Score -2238580 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2238808.500000 Penalty: 3266.813965
	Iteration 17Q: 3 clusters Score -2238808 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2239016.750000 Penalty: 3266.813965
	Iteration 18Q: 3 clusters Score -2239017 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2239193.000000 Penalty: 3266.813965
	Iteration 19Q: 3 clusters Score -2239193 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2239367.500000 Penalty: 3266.813965
	Iteration 20F: 3 clusters Score -2239368 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2239525.500000 Penalty: 3266.813965
	Iteration 21Q: 3 clusters Score -2239526 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2239653.750000 Penalty: 3266.813965
	Iteration 22Q: 3 clusters Score -2239654 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2239787.750000 Penalty: 3266.813965
	Iteration 23Q: 3 clusters Score -2239788 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2239889.500000 Penalty: 3266.813965
	Iteration 24Q: 3 clusters Score -2239890 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2239989.500000 Penalty: 3266.813965
	Iteration 25Q: 3 clusters Score -2239990 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2240078.250000 Penalty: 3266.813965
	Iteration 26Q: 3 clusters Score -2240078 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2240142.250000 Penalty: 3266.813965
	Iteration 27Q: 3 clusters Score -2240142 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2240192.750000 Penalty: 3266.813965
	Iteration 28Q: 3 clusters Score -2240193 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2240250.500000 Penalty: 3266.813965
	Iteration 29Q: 3 clusters Score -2240250 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2240305.750000 Penalty: 3266.813965
	Iteration 30Q: 3 clusters Score -2240306 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2240337.500000 Penalty: 3266.813965
	Iteration 31Q: 3 clusters Score -2240338 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2240353.750000 Penalty: 3266.813965
	Iteration 32Q: 3 clusters Score -2240354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2240368.500000 Penalty: 3266.813965
	Iteration 33Q: 3 clusters Score -2240368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2240386.250000 Penalty: 3266.813965
	Iteration 34Q: 3 clusters Score -2240386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2240401.750000 Penalty: 3266.813965
	Iteration 35Q: 3 clusters Score -2240402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2240409.750000 Penalty: 3266.813965
	Iteration 36Q: 3 clusters Score -2240410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2240416.500000 Penalty: 3266.813965
	Iteration 37Q: 3 clusters Score -2240416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2240422.500000 Penalty: 3266.813965
	Iteration 38Q: 3 clusters Score -2240422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2240428.250000 Penalty: 3266.813965
	Iteration 39Q: 3 clusters Score -2240428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2240431.250000 Penalty: 3266.813965
	Iteration 40F: 3 clusters Score -2240431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2240434.500000 Penalty: 3266.813965
	Iteration 41Q: 3 clusters Score -2240434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2240435.250000 Penalty: 3266.813965
	Iteration 42Q: 3 clusters Score -2240435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2240439.750000 Penalty: 3266.813965
	Iteration 43Q: 3 clusters Score -2240440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2240438.750000 Penalty: 3266.813965
	Iteration 44Q: 3 clusters Score -2240439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2240444.000000 Penalty: 3266.813965
	Iteration 45Q: 3 clusters Score -2240444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2240444.000000 Penalty: 3266.813965
	Iteration 46Q: 3 clusters Score -2240444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2240443.250000 Penalty: 3266.813965
	Iteration 47Q: 3 clusters Score -2240443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2240443.250000 Penalty: 3266.813965
	Iteration 48Q: 3 clusters Score -2240443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2240444.750000 Penalty: 3266.813965
	Iteration 49Q: 3 clusters Score -2240445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2240445.750000 Penalty: 3266.813965
	Iteration 50Q: 3 clusters Score -2240446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2240446.750000 Penalty: 3266.813965
	Iteration 51Q: 3 clusters Score -2240447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2240446.750000 Penalty: 3266.813965
	Iteration 52F: 3 clusters Score -2240447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Entering Unmasked Estep 
Score: -1594864.750000 Penalty: 1582.015991
	Iteration 0F: 2 clusters Score -1594865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1583145.500000 Penalty: 3164.031982
	Iteration 0F: 3 clusters Score -1583146 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1587338.500000 Penalty: 3164.031982
	Iteration 1F: 3 clusters Score -1587338 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1587697.750000 Penalty: 3164.031982
	Iteration 2F: 3 clusters Score -1587698 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1588060.000000 Penalty: 3164.031982
	Iteration 3Q: 3 clusters Score -1588060 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1588465.750000 Penalty: 3164.031982
	Iteration 4Q: 3 clusters Score -1588466 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1588952.750000 Penalty: 3164.031982
	Iteration 5F: 3 clusters Score -1588953 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1589474.250000 Penalty: 3164.031982
	Iteration 6F: 3 clusters Score -1589474 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1590003.375000 Penalty: 3164.031982
	Iteration 7F: 3 clusters Score -1590003 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1590529.750000 Penalty: 3164.031982
	Iteration 8F: 3 clusters Score -1590530 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1591029.500000 Penalty: 3164.031982
	Iteration 9Q: 3 clusters Score -1591030 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1591480.625000 Penalty: 3164.031982
	Iteration 10Q: 3 clusters Score -1591481 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1591847.500000 Penalty: 3164.031982
	Iteration 11Q: 3 clusters Score -1591848 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1592145.625000 Penalty: 3164.031982
	Iteration 12Q: 3 clusters Score -1592146 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1592369.125000 Penalty: 3164.031982
	Iteration 13Q: 3 clusters Score -1592369 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1592533.625000 Penalty: 3164.031982
	Iteration 14Q: 3 clusters Score -1592534 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1592664.375000 Penalty: 3164.031982
	Iteration 15Q: 3 clusters Score -1592664 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1592781.875000 Penalty: 3164.031982
	Iteration 16Q: 3 clusters Score -1592782 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1592901.375000 Penalty: 3164.031982
	Iteration 17Q: 3 clusters Score -1592901 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1593035.000000 Penalty: 3164.031982
	Iteration 18Q: 3 clusters Score -1593035 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1593142.125000 Penalty: 3164.031982
	Iteration 19Q: 3 clusters Score -1593142 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1593254.375000 Penalty: 3164.031982
	Iteration 20F: 3 clusters Score -1593254 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1593344.125000 Penalty: 3164.031982
	Iteration 21Q: 3 clusters Score -1593344 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1593416.000000 Penalty: 3164.031982
	Iteration 22Q: 3 clusters Score -1593416 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1593501.000000 Penalty: 3164.031982
	Iteration 23Q: 3 clusters Score -1593501 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1593585.500000 Penalty: 3164.031982
	Iteration 24Q: 3 clusters Score -1593586 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1593662.375000 Penalty: 3164.031982
	Iteration 25Q: 3 clusters Score -1593662 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1593719.375000 Penalty: 3164.031982
	Iteration 26Q: 3 clusters Score -1593719 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1593769.500000 Penalty: 3164.031982
	Iteration 27Q: 3 clusters Score -1593770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1593820.500000 Penalty: 3164.031982
	Iteration 28Q: 3 clusters Score -1593820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1593860.250000 Penalty: 3164.031982
	Iteration 29Q: 3 clusters Score -1593860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1593896.625000 Penalty: 3164.031982
	Iteration 30Q: 3 clusters Score -1593897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1593924.250000 Penalty: 3164.031982
	Iteration 31Q: 3 clusters Score -1593924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1593942.125000 Penalty: 3164.031982
	Iteration 32Q: 3 clusters Score -1593942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1593956.125000 Penalty: 3164.031982
	Iteration 33Q: 3 clusters Score -1593956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1593968.500000 Penalty: 3164.031982
	Iteration 34Q: 3 clusters Score -1593968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1593982.875000 Penalty: 3164.031982
	Iteration 35Q: 3 clusters Score -1593983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1593988.625000 Penalty: 3164.031982
	Iteration 36Q: 3 clusters Score -1593989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1593995.625000 Penalty: 3164.031982
	Iteration 37Q: 3 clusters Score -1593996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1593996.625000 Penalty: 3164.031982
	Iteration 38Q: 3 clusters Score -1593997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1594006.125000 Penalty: 3164.031982
	Iteration 39Q: 3 clusters Score -1594006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1594009.750000 Penalty: 3164.031982
	Iteration 40F: 3 clusters Score -1594010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1594013.000000 Penalty: 3164.031982
	Iteration 41Q: 3 clusters Score -1594013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1594015.875000 Penalty: 3164.031982
	Iteration 42Q: 3 clusters Score -1594016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1594019.625000 Penalty: 3164.031982
	Iteration 43Q: 3 clusters Score -1594020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1594021.000000 Penalty: 3164.031982
	Iteration 44Q: 3 clusters Score -1594021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1594022.875000 Penalty: 3164.031982
	Iteration 45Q: 3 clusters Score -1594023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1594022.875000 Penalty: 3164.031982
	Iteration 46Q: 3 clusters Score -1594023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1594024.000000 Penalty: 3164.031982
	Iteration 47Q: 3 clusters Score -1594024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1594023.375000 Penalty: 3164.031982
	Iteration 48Q: 3 clusters Score -1594023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1594025.375000 Penalty: 3164.031982
	Iteration 49Q: 3 clusters Score -1594025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1594026.500000 Penalty: 3164.031982
	Iteration 50Q: 3 clusters Score -1594026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1594025.375000 Penalty: 3164.031982
	Iteration 51Q: 3 clusters Score -1594025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1594026.125000 Penalty: 3164.031982
	Iteration 52Q: 3 clusters Score -1594026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1594029.125000 Penalty: 3164.031982
	Iteration 53Q: 3 clusters Score -1594029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1594028.000000 Penalty: 3164.031982
	Iteration 54Q: 3 clusters Score -1594028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1594027.750000 Penalty: 3164.031982
	Iteration 55Q: 3 clusters Score -1594028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1594027.750000 Penalty: 3164.031982
	Iteration 56F: 3 clusters Score -1594028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Entering Unmasked Estep 
Score: -2396217.500000 Penalty: 1643.372070
	Iteration 0F: 2 clusters Score -2396218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2379701.000000 Penalty: 3286.744141
	Iteration 0F: 3 clusters Score -2379701 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2385894.750000 Penalty: 3286.744141
	Iteration 1F: 3 clusters Score -2385895 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2386479.750000 Penalty: 3286.744141
	Iteration 2F: 3 clusters Score -2386480 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2387292.000000 Penalty: 3286.744141
	Iteration 3F: 3 clusters Score -2387292 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2388310.500000 Penalty: 3286.744141
	Iteration 4F: 3 clusters Score -2388310 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2389535.000000 Penalty: 3286.744141
	Iteration 5F: 3 clusters Score -2389535 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2390860.250000 Penalty: 3286.744141
	Iteration 6F: 3 clusters Score -2390860 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2392113.750000 Penalty: 3286.744141
	Iteration 7F: 3 clusters Score -2392114 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2393121.750000 Penalty: 3286.744141
	Iteration 8F: 3 clusters Score -2393122 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2393813.750000 Penalty: 3286.744141
	Iteration 9Q: 3 clusters Score -2393814 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2394248.750000 Penalty: 3286.744141
	Iteration 10Q: 3 clusters Score -2394249 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2394489.000000 Penalty: 3286.744141
	Iteration 11Q: 3 clusters Score -2394489 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2394632.500000 Penalty: 3286.744141
	Iteration 12Q: 3 clusters Score -2394632 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -2394711.500000 Penalty: 3286.744141
	Iteration 13Q: 3 clusters Score -2394712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -2394764.250000 Penalty: 3286.744141
	Iteration 14Q: 3 clusters Score -2394764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -2394787.750000 Penalty: 3286.744141
	Iteration 15Q: 3 clusters Score -2394788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2394799.500000 Penalty: 3286.744141
	Iteration 16Q: 3 clusters Score -2394800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2394817.250000 Penalty: 3286.744141
	Iteration 17Q: 3 clusters Score -2394817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2394826.750000 Penalty: 3286.744141
	Iteration 18Q: 3 clusters Score -2394827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -2394836.000000 Penalty: 3286.744141
	Iteration 19Q: 3 clusters Score -2394836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2394845.000000 Penalty: 3286.744141
	Iteration 20F: 3 clusters Score -2394845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2394850.750000 Penalty: 3286.744141
	Iteration 21Q: 3 clusters Score -2394851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2394853.500000 Penalty: 3286.744141
	Iteration 22Q: 3 clusters Score -2394854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2394860.000000 Penalty: 3286.744141
	Iteration 23Q: 3 clusters Score -2394860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2394865.250000 Penalty: 3286.744141
	Iteration 24Q: 3 clusters Score -2394865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2394865.500000 Penalty: 3286.744141
	Iteration 25Q: 3 clusters Score -2394866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2394866.250000 Penalty: 3286.744141
	Iteration 26Q: 3 clusters Score -2394866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -2394866.250000 Penalty: 3286.744141
	Iteration 27Q: 3 clusters Score -2394866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2394867.250000 Penalty: 3286.744141
	Iteration 28Q: 3 clusters Score -2394867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2394867.250000 Penalty: 3286.744141
	Iteration 29F: 3 clusters Score -2394867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Entering Unmasked Estep 
Score: -4107342.750000 Penalty: 1731.708984
	Iteration 0F: 2 clusters Score -4107343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4078822.250000 Penalty: 3463.417969
	Iteration 0F: 3 clusters Score -4078822 nChanged 19809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4090234.750000 Penalty: 3463.417969
	Iteration 1F: 3 clusters Score -4090235 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -4090964.000000 Penalty: 3463.417969
	Iteration 2Q: 3 clusters Score -4090964 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -4092073.000000 Penalty: 3463.417969
	Iteration 3F: 3 clusters Score -4092073 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -4093899.750000 Penalty: 3463.417969
	Iteration 4F: 3 clusters Score -4093900 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -4096799.250000 Penalty: 3463.417969
	Iteration 5F: 3 clusters Score -4096799 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -4100527.250000 Penalty: 3463.417969
	Iteration 6F: 3 clusters Score -4100527 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4103581.000000 Penalty: 3463.417969
	Iteration 7F: 3 clusters Score -4103581 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4105056.750000 Penalty: 3463.417969
	Iteration 8Q: 3 clusters Score -4105057 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4105528.750000 Penalty: 3463.417969
	Iteration 9Q: 3 clusters Score -4105529 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4105692.000000 Penalty: 3463.417969
	Iteration 10Q: 3 clusters Score -4105692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4105753.500000 Penalty: 3463.417969
	Iteration 11Q: 3 clusters Score -4105754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4105782.750000 Penalty: 3463.417969
	Iteration 12Q: 3 clusters Score -4105783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4105801.750000 Penalty: 3463.417969
	Iteration 13Q: 3 clusters Score -4105802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4105816.750000 Penalty: 3463.417969
	Iteration 14Q: 3 clusters Score -4105817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4105817.750000 Penalty: 3463.417969
	Iteration 15Q: 3 clusters Score -4105818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4105817.750000 Penalty: 3463.417969
	Iteration 16F: 3 clusters Score -4105818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Entering Unmasked Estep 
Score: -1360173.000000 Penalty: 1554.791016
	Iteration 0F: 2 clusters Score -1360173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1350284.000000 Penalty: 3109.582031
	Iteration 0F: 3 clusters Score -1350284 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1353514.250000 Penalty: 3109.582031
	Iteration 1F: 3 clusters Score -1353514 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1353769.875000 Penalty: 3109.582031
	Iteration 2Q: 3 clusters Score -1353770 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1354013.125000 Penalty: 3109.582031
	Iteration 3Q: 3 clusters Score -1354013 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1354268.000000 Penalty: 3109.582031
	Iteration 4Q: 3 clusters Score -1354268 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1354578.125000 Penalty: 3109.582031
	Iteration 5Q: 3 clusters Score -1354578 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1355005.375000 Penalty: 3109.582031
	Iteration 6F: 3 clusters Score -1355005 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1355596.375000 Penalty: 3109.582031
	Iteration 7F: 3 clusters Score -1355596 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1356352.875000 Penalty: 3109.582031
	Iteration 8F: 3 clusters Score -1356353 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1357124.875000 Penalty: 3109.582031
	Iteration 9F: 3 clusters Score -1357125 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1357697.875000 Penalty: 3109.582031
	Iteration 10F: 3 clusters Score -1357698 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1358087.375000 Penalty: 3109.582031
	Iteration 11Q: 3 clusters Score -1358087 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1358394.500000 Penalty: 3109.582031
	Iteration 12Q: 3 clusters Score -1358394 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1358629.750000 Penalty: 3109.582031
	Iteration 13Q: 3 clusters Score -1358630 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1358819.500000 Penalty: 3109.582031
	Iteration 14Q: 3 clusters Score -1358820 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1358942.000000 Penalty: 3109.582031
	Iteration 15Q: 3 clusters Score -1358942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1359023.375000 Penalty: 3109.582031
	Iteration 16Q: 3 clusters Score -1359023 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1359085.000000 Penalty: 3109.582031
	Iteration 17Q: 3 clusters Score -1359085 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1359142.500000 Penalty: 3109.582031
	Iteration 18Q: 3 clusters Score -1359142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1359177.250000 Penalty: 3109.582031
	Iteration 19Q: 3 clusters Score -1359177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1359201.375000 Penalty: 3109.582031
	Iteration 20F: 3 clusters Score -1359201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1359214.000000 Penalty: 3109.582031
	Iteration 21Q: 3 clusters Score -1359214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1359230.500000 Penalty: 3109.582031
	Iteration 22Q: 3 clusters Score -1359230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1359239.000000 Penalty: 3109.582031
	Iteration 23Q: 3 clusters Score -1359239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1359248.625000 Penalty: 3109.582031
	Iteration 24Q: 3 clusters Score -1359249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1359259.625000 Penalty: 3109.582031
	Iteration 25Q: 3 clusters Score -1359260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1359261.375000 Penalty: 3109.582031
	Iteration 26Q: 3 clusters Score -1359261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1359265.750000 Penalty: 3109.582031
	Iteration 27Q: 3 clusters Score -1359266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1359271.875000 Penalty: 3109.582031
	Iteration 28Q: 3 clusters Score -1359272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1359278.250000 Penalty: 3109.582031
	Iteration 29Q: 3 clusters Score -1359278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1359288.375000 Penalty: 3109.582031
	Iteration 30Q: 3 clusters Score -1359288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1359290.500000 Penalty: 3109.582031
	Iteration 31Q: 3 clusters Score -1359290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1359294.000000 Penalty: 3109.582031
	Iteration 32Q: 3 clusters Score -1359294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1359298.500000 Penalty: 3109.582031
	Iteration 33Q: 3 clusters Score -1359298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1359297.875000 Penalty: 3109.582031
	Iteration 34Q: 3 clusters Score -1359298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1359303.500000 Penalty: 3109.582031
	Iteration 35Q: 3 clusters Score -1359304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1359306.875000 Penalty: 3109.582031
	Iteration 36Q: 3 clusters Score -1359307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1359310.000000 Penalty: 3109.582031
	Iteration 37Q: 3 clusters Score -1359310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1359315.000000 Penalty: 3109.582031
	Iteration 38Q: 3 clusters Score -1359315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1359317.875000 Penalty: 3109.582031
	Iteration 39Q: 3 clusters Score -1359318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1359318.125000 Penalty: 3109.582031
	Iteration 40F: 3 clusters Score -1359318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1359320.625000 Penalty: 3109.582031
	Iteration 41Q: 3 clusters Score -1359321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1359322.750000 Penalty: 3109.582031
	Iteration 42Q: 3 clusters Score -1359323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1359324.375000 Penalty: 3109.582031
	Iteration 43Q: 3 clusters Score -1359324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1359326.625000 Penalty: 3109.582031
	Iteration 44Q: 3 clusters Score -1359327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1359328.625000 Penalty: 3109.582031
	Iteration 45Q: 3 clusters Score -1359329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1359328.875000 Penalty: 3109.582031
	Iteration 46Q: 3 clusters Score -1359329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1359330.000000 Penalty: 3109.582031
	Iteration 47Q: 3 clusters Score -1359330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1359330.375000 Penalty: 3109.582031
	Iteration 48Q: 3 clusters Score -1359330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1359328.875000 Penalty: 3109.582031
	Iteration 49Q: 3 clusters Score -1359329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1359332.500000 Penalty: 3109.582031
	Iteration 50Q: 3 clusters Score -1359332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1359332.000000 Penalty: 3109.582031
	Iteration 51Q: 3 clusters Score -1359332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1359336.125000 Penalty: 3109.582031
	Iteration 52Q: 3 clusters Score -1359336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1359338.125000 Penalty: 3109.582031
	Iteration 53Q: 3 clusters Score -1359338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1359338.125000 Penalty: 3109.582031
	Iteration 54F: 3 clusters Score -1359338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Entering Unmasked Estep 
Score: -503063.531250 Penalty: 1393.788330
	Iteration 0F: 2 clusters Score -503063.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -498887.437500 Penalty: 2787.576660
	Iteration 0F: 3 clusters Score -498887.4 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -500098.781250 Penalty: 2787.576660
	Iteration 1F: 3 clusters Score -500098.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -500282.125000 Penalty: 2787.576660
	Iteration 2F: 3 clusters Score -500282.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -500406.625000 Penalty: 2787.576660
	Iteration 3Q: 3 clusters Score -500406.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -500495.593750 Penalty: 2787.576660
	Iteration 4Q: 3 clusters Score -500495.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -500560.656250 Penalty: 2787.576660
	Iteration 5Q: 3 clusters Score -500560.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -500622.281250 Penalty: 2787.576660
	Iteration 6Q: 3 clusters Score -500622.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -500685.375000 Penalty: 2787.576660
	Iteration 7Q: 3 clusters Score -500685.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -500746.625000 Penalty: 2787.576660
	Iteration 8Q: 3 clusters Score -500746.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -500818.062500 Penalty: 2787.576660
	Iteration 9Q: 3 clusters Score -500818.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -500899.500000 Penalty: 2787.576660
	Iteration 10Q: 3 clusters Score -500899.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -500980.718750 Penalty: 2787.576660
	Iteration 11Q: 3 clusters Score -500980.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -501074.093750 Penalty: 2787.576660
	Iteration 12Q: 3 clusters Score -501074.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -501146.875000 Penalty: 2787.576660
	Iteration 13Q: 3 clusters Score -501146.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -501228.937500 Penalty: 2787.576660
	Iteration 14Q: 3 clusters Score -501228.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -501309.343750 Penalty: 2787.576660
	Iteration 15Q: 3 clusters Score -501309.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -501398.343750 Penalty: 2787.576660
	Iteration 16Q: 3 clusters Score -501398.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -501483.781250 Penalty: 2787.576660
	Iteration 17Q: 3 clusters Score -501483.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -501561.218750 Penalty: 2787.576660
	Iteration 18Q: 3 clusters Score -501561.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -501638.718750 Penalty: 2787.576660
	Iteration 19Q: 3 clusters Score -501638.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -501685.375000 Penalty: 2787.576660
	Iteration 20F: 3 clusters Score -501685.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -501718.406250 Penalty: 2787.576660
	Iteration 21Q: 3 clusters Score -501718.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -501741.625000 Penalty: 2787.576660
	Iteration 22Q: 3 clusters Score -501741.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -501760.500000 Penalty: 2787.576660
	Iteration 23Q: 3 clusters Score -501760.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -501774.281250 Penalty: 2787.576660
	Iteration 24Q: 3 clusters Score -501774.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -501786.187500 Penalty: 2787.576660
	Iteration 25Q: 3 clusters Score -501786.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -501794.312500 Penalty: 2787.576660
	Iteration 26Q: 3 clusters Score -501794.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -501801.406250 Penalty: 2787.576660
	Iteration 27Q: 3 clusters Score -501801.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -501808.843750 Penalty: 2787.576660
	Iteration 28Q: 3 clusters Score -501808.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -501814.937500 Penalty: 2787.576660
	Iteration 29Q: 3 clusters Score -501814.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -501824.000000 Penalty: 2787.576660
	Iteration 30Q: 3 clusters Score -501824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -501833.312500 Penalty: 2787.576660
	Iteration 31Q: 3 clusters Score -501833.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -501839.187500 Penalty: 2787.576660
	Iteration 32Q: 3 clusters Score -501839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -501840.968750 Penalty: 2787.576660
	Iteration 33Q: 3 clusters Score -501841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -501845.125000 Penalty: 2787.576660
	Iteration 34Q: 3 clusters Score -501845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -501852.250000 Penalty: 2787.576660
	Iteration 35Q: 3 clusters Score -501852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -501858.718750 Penalty: 2787.576660
	Iteration 36Q: 3 clusters Score -501858.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -501860.968750 Penalty: 2787.576660
	Iteration 37Q: 3 clusters Score -501861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -501862.093750 Penalty: 2787.576660
	Iteration 38Q: 3 clusters Score -501862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -501863.781250 Penalty: 2787.576660
	Iteration 39Q: 3 clusters Score -501863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -501864.250000 Penalty: 2787.576660
	Iteration 40F: 3 clusters Score -501864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -501864.218750 Penalty: 2787.576660
	Iteration 41Q: 3 clusters Score -501864.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -501864.218750 Penalty: 2787.576660
	Iteration 42F: 3 clusters Score -501864.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (73863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Entering Unmasked Estep 
Score: -7071203.000000 Penalty: 1821.619751
	Iteration 0F: 2 clusters Score -7071203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -7021614.000000 Penalty: 3643.239502
	Iteration 0F: 3 clusters Score -7021614 nChanged 35205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -7042171.500000 Penalty: 3643.239502
	Iteration 1F: 3 clusters Score -7042172 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -7043095.000000 Penalty: 3643.239502
	Iteration 2Q: 3 clusters Score -7043095 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -7044458.000000 Penalty: 3643.239502
	Iteration 3Q: 3 clusters Score -7044458 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -7046424.500000 Penalty: 3643.239502
	Iteration 4F: 3 clusters Score -7046424 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -7049095.000000 Penalty: 3643.239502
	Iteration 5F: 3 clusters Score -7049095 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -7052330.500000 Penalty: 3643.239502
	Iteration 6F: 3 clusters Score -7052330 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -7055372.500000 Penalty: 3643.239502
	Iteration 7F: 3 clusters Score -7055372 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -7057394.500000 Penalty: 3643.239502
	Iteration 8F: 3 clusters Score -7057394 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -7058231.500000 Penalty: 3643.239502
	Iteration 9Q: 3 clusters Score -7058232 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -7058590.500000 Penalty: 3643.239502
	Iteration 10Q: 3 clusters Score -7058590 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -7058742.000000 Penalty: 3643.239502
	Iteration 11Q: 3 clusters Score -7058742 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -7058829.000000 Penalty: 3643.239502
	Iteration 12Q: 3 clusters Score -7058829 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -7058950.500000 Penalty: 3643.239502
	Iteration 13Q: 3 clusters Score -7058950 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -7059020.000000 Penalty: 3643.239502
	Iteration 14Q: 3 clusters Score -7059020 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -7059078.500000 Penalty: 3643.239502
	Iteration 15Q: 3 clusters Score -7059078 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -7059159.000000 Penalty: 3643.239502
	Iteration 16Q: 3 clusters Score -7059159 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -7059253.000000 Penalty: 3643.239502
	Iteration 17Q: 3 clusters Score -7059253 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -7059319.500000 Penalty: 3643.239502
	Iteration 18Q: 3 clusters Score -7059320 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -7059391.500000 Penalty: 3643.239502
	Iteration 19Q: 3 clusters Score -7059392 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -7059471.000000 Penalty: 3643.239502
	Iteration 20F: 3 clusters Score -7059471 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -7059516.000000 Penalty: 3643.239502
	Iteration 21Q: 3 clusters Score -7059516 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -7059559.500000 Penalty: 3643.239502
	Iteration 22Q: 3 clusters Score -7059560 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -7059605.500000 Penalty: 3643.239502
	Iteration 23Q: 3 clusters Score -7059606 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -7059662.500000 Penalty: 3643.239502
	Iteration 24Q: 3 clusters Score -7059662 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -7059711.000000 Penalty: 3643.239502
	Iteration 25Q: 3 clusters Score -7059711 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -7059781.000000 Penalty: 3643.239502
	Iteration 26Q: 3 clusters Score -7059781 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -7059806.500000 Penalty: 3643.239502
	Iteration 27Q: 3 clusters Score -7059806 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -7059837.500000 Penalty: 3643.239502
	Iteration 28Q: 3 clusters Score -7059838 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -7059890.000000 Penalty: 3643.239502
	Iteration 29Q: 3 clusters Score -7059890 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7059991 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -7060101.000000 Penalty: 3643.239502
	Iteration 31Q: 3 clusters Score -7060101 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -7060195.000000 Penalty: 3643.239502
	Iteration 32Q: 3 clusters Score -7060195 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -7060287.000000 Penalty: 3643.239502
	Iteration 33Q: 3 clusters Score -7060287 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -7060457.000000 Penalty: 3643.239502
	Iteration 34Q: 3 clusters Score -7060457 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -7060619.000000 Penalty: 3643.239502
	Iteration 35Q: 3 clusters Score -7060619 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -7060754.000000 Penalty: 3643.239502
	Iteration 36Q: 3 clusters Score -7060754 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -7060891.000000 Penalty: 3643.239502
	Iteration 37Q: 3 clusters Score -7060891 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -7061008.000000 Penalty: 3643.239502
	Iteration 38Q: 3 clusters Score -7061008 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -7061163.000000 Penalty: 3643.239502
	Iteration 39Q: 3 clusters Score -7061163 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -7061342.000000 Penalty: 3643.239502
	Iteration 40F: 3 clusters Score -7061342 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7061510 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -7061714.500000 Penalty: 3643.239502
	Iteration 42Q: 3 clusters Score -7061714 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -7061965.500000 Penalty: 3643.239502
	Iteration 43Q: 3 clusters Score -7061966 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -7062184.500000 Penalty: 3643.239502
	Iteration 44Q: 3 clusters Score -7062184 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -7062418.000000 Penalty: 3643.239502
	Iteration 45Q: 3 clusters Score -7062418 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -7062679.500000 Penalty: 3643.239502
	Iteration 46Q: 3 clusters Score -7062680 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -7062942.500000 Penalty: 3643.239502
	Iteration 47Q: 3 clusters Score -7062942 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -7063281.000000 Penalty: 3643.239502
	Iteration 48Q: 3 clusters Score -7063281 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -7063578.500000 Penalty: 3643.239502
	Iteration 49Q: 3 clusters Score -7063578 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -7063902.000000 Penalty: 3643.239502
	Iteration 50Q: 3 clusters Score -7063902 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -7064203.000000 Penalty: 3643.239502
	Iteration 51Q: 3 clusters Score -7064203 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -7064465.500000 Penalty: 3643.239502
	Iteration 52Q: 3 clusters Score -7064466 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -7064781.000000 Penalty: 3643.239502
	Iteration 53Q: 3 clusters Score -7064781 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -7065065.500000 Penalty: 3643.239502
	Iteration 54Q: 3 clusters Score -7065066 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -7065385.000000 Penalty: 3643.239502
	Iteration 55Q: 3 clusters Score -7065385 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -7065705.000000 Penalty: 3643.239502
	Iteration 56Q: 3 clusters Score -7065705 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -7066023.000000 Penalty: 3643.239502
	Iteration 57Q: 3 clusters Score -7066023 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -7066365.000000 Penalty: 3643.239502
	Iteration 58Q: 3 clusters Score -7066365 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -7066636.000000 Penalty: 3643.239502
	Iteration 59Q: 3 clusters Score -7066636 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -7066907.500000 Penalty: 3643.239502
	Iteration 60F: 3 clusters Score -7066908 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -7067218.000000 Penalty: 3643.239502
	Iteration 61Q: 3 clusters Score -7067218 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 67888 members 
Entering Unmasked Estep 
Score: -7067537.000000 Penalty: 3643.239502
	Iteration 62Q: 3 clusters Score -7067537 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -7067811.000000 Penalty: 3643.239502
	Iteration 63Q: 3 clusters Score -7067811 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -7068049.500000 Penalty: 3643.239502
	Iteration 64Q: 3 clusters Score -7068050 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
Score: -7068263.500000 Penalty: 3643.239502
	Iteration 65Q: 3 clusters Score -7068264 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -7068438.000000 Penalty: 3643.239502
	Iteration 66Q: 3 clusters Score -7068438 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -7068604.500000 Penalty: 3643.239502
	Iteration 67Q: 3 clusters Score -7068604 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -7068715.500000 Penalty: 3643.239502
	Iteration 68Q: 3 clusters Score -7068716 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -7068800.000000 Penalty: 3643.239502
	Iteration 69Q: 3 clusters Score -7068800 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -7068915.500000 Penalty: 3643.239502
	Iteration 70Q: 3 clusters Score -7068916 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -7069018.000000 Penalty: 3643.239502
	Iteration 71Q: 3 clusters Score -7069018 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -7069107.500000 Penalty: 3643.239502
	Iteration 72Q: 3 clusters Score -7069108 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -7069192.500000 Penalty: 3643.239502
	Iteration 73Q: 3 clusters Score -7069192 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
Score: -7069238.500000 Penalty: 3643.239502
	Iteration 74Q: 3 clusters Score -7069238 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -7069282.500000 Penalty: 3643.239502
	Iteration 75Q: 3 clusters Score -7069282 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -7069321.500000 Penalty: 3643.239502
	Iteration 76Q: 3 clusters Score -7069322 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -7069366.500000 Penalty: 3643.239502
	Iteration 77Q: 3 clusters Score -7069366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -7069400.500000 Penalty: 3643.239502
	Iteration 78Q: 3 clusters Score -7069400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -7069440.500000 Penalty: 3643.239502
	Iteration 79Q: 3 clusters Score -7069440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -7069454.500000 Penalty: 3643.239502
	Iteration 80F: 3 clusters Score -7069454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 72684 members 
Entering Unmasked Estep 
Score: -7069475.000000 Penalty: 3643.239502
	Iteration 81Q: 3 clusters Score -7069475 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -7069528.500000 Penalty: 3643.239502
	Iteration 82Q: 3 clusters Score -7069528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -7069544.000000 Penalty: 3643.239502
	Iteration 83Q: 3 clusters Score -7069544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -7069566.000000 Penalty: 3643.239502
	Iteration 84Q: 3 clusters Score -7069566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 72879 members 
Entering Unmasked Estep 
Score: -7069578.000000 Penalty: 3643.239502
	Iteration 85Q: 3 clusters Score -7069578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
Score: -7069582.500000 Penalty: 3643.239502
	Iteration 86Q: 3 clusters Score -7069582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -7069584.000000 Penalty: 3643.239502
	Iteration 87Q: 3 clusters Score -7069584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -7069581.500000 Penalty: 3643.239502
	Iteration 88Q: 3 clusters Score -7069582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -7069592.000000 Penalty: 3643.239502
	Iteration 89Q: 3 clusters Score -7069592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -7069598.500000 Penalty: 3643.239502
	Iteration 90Q: 3 clusters Score -7069598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -7069612.000000 Penalty: 3643.239502
	Iteration 91Q: 3 clusters Score -7069612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 73001 members 
Entering Unmasked Estep 
Score: -7069606.500000 Penalty: 3643.239502
	Iteration 92Q: 3 clusters Score -7069606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
Score: -7069619.000000 Penalty: 3643.239502
	Iteration 93Q: 3 clusters Score -7069619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -7069616.000000 Penalty: 3643.239502
	Iteration 94Q: 3 clusters Score -7069616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 73033 members 
Entering Unmasked Estep 
Score: -7069625.500000 Penalty: 3643.239502
	Iteration 95Q: 3 clusters Score -7069626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 73042 members 
Entering Unmasked Estep 
Score: -7069626.500000 Penalty: 3643.239502
	Iteration 96Q: 3 clusters Score -7069626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 73048 members 
Entering Unmasked Estep 
Score: -7069632.500000 Penalty: 3643.239502
	Iteration 97Q: 3 clusters Score -7069632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -7069637.500000 Penalty: 3643.239502
	Iteration 98Q: 3 clusters Score -7069638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -7069637.500000 Penalty: 3643.239502
	Iteration 99Q: 3 clusters Score -7069638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -7069642.000000 Penalty: 3643.239502
	Iteration 100F: 3 clusters Score -7069642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 73070 members 
Entering Unmasked Estep 
Score: -7069639.500000 Penalty: 3643.239502
	Iteration 101Q: 3 clusters Score -7069640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 73072 members 
Entering Unmasked Estep 
Score: -7069640.000000 Penalty: 3643.239502
	Iteration 102Q: 3 clusters Score -7069640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 73072 members 
Entering Unmasked Estep 
Score: -7069640.000000 Penalty: 3643.239502
	Iteration 103F: 3 clusters Score -7069640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20859 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44130 members 
Mstep: Class 8 contains 18694 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23196 members 
Mstep: Class 20 contains 16907 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14299 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 73863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836732.000000 Penalty: 53151.980469
Iteration 159Q: 26 clusters Score -4.483673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20859 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44129 members 
Mstep: Class 8 contains 18694 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3761 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23200 members 
Mstep: Class 20 contains 16906 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14300 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 73862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836748.000000 Penalty: 53151.980469
Iteration 160F: 26 clusters Score -4.483675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20859 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44129 members 
Mstep: Class 8 contains 18693 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3759 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23202 members 
Mstep: Class 20 contains 16907 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14301 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 73861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836712.000000 Penalty: 53151.980469
Iteration 161Q: 26 clusters Score -4.483671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20859 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44129 members 
Mstep: Class 8 contains 18694 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23205 members 
Mstep: Class 20 contains 16907 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14302 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 73857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836708.000000 Penalty: 53151.980469
Iteration 162Q: 26 clusters Score -4.483671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20859 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44129 members 
Mstep: Class 8 contains 18694 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 3757 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23208 members 
Mstep: Class 20 contains 16908 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 73853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836708.000000 Penalty: 53151.980469
Iteration 163Q: 26 clusters Score -4.483671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20859 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44130 members 
Mstep: Class 8 contains 18694 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13368 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23213 members 
Mstep: Class 20 contains 16908 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 73849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836708.000000 Penalty: 53151.980469
Iteration 164Q: 26 clusters Score -4.483671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20859 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 18694 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3755 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23217 members 
Mstep: Class 20 contains 16908 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42472 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 73844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836736.000000 Penalty: 53151.980469
Iteration 165Q: 26 clusters Score -4.483674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 18695 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13368 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23220 members 
Mstep: Class 20 contains 16908 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 73838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836724.000000 Penalty: 53151.980469
Iteration 166Q: 26 clusters Score -4.483672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 18695 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13368 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23228 members 
Mstep: Class 20 contains 16908 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 73830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836716.000000 Penalty: 53151.980469
Iteration 167Q: 26 clusters Score -4.483672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13368 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23241 members 
Mstep: Class 20 contains 16907 members 
Mstep: Class 21 contains 24663 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 73817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836708.000000 Penalty: 53151.980469
Iteration 168Q: 26 clusters Score -4.483671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13368 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11987 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23252 members 
Mstep: Class 20 contains 16908 members 
Mstep: Class 21 contains 24665 members 
Mstep: Class 22 contains 42472 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 73806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836732.000000 Penalty: 53151.980469
Iteration 169Q: 26 clusters Score -4.483673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44130 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13368 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11987 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23258 members 
Mstep: Class 20 contains 16910 members 
Mstep: Class 21 contains 24665 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5307 members 
Mstep: Class 25 contains 73800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836752.000000 Penalty: 53151.980469
Iteration 170Q: 26 clusters Score -4.483675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44130 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11986 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23264 members 
Mstep: Class 20 contains 16911 members 
Mstep: Class 21 contains 24666 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 73793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836760.000000 Penalty: 53151.980469
Iteration 171Q: 26 clusters Score -4.483676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11983 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23270 members 
Mstep: Class 20 contains 16911 members 
Mstep: Class 21 contains 24669 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836776.000000 Penalty: 53151.980469
Iteration 172Q: 26 clusters Score -4.483678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11983 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23277 members 
Mstep: Class 20 contains 16911 members 
Mstep: Class 21 contains 24669 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836764.000000 Penalty: 53151.980469
Iteration 173Q: 26 clusters Score -4.483676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11983 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23287 members 
Mstep: Class 20 contains 16911 members 
Mstep: Class 21 contains 24669 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836764.000000 Penalty: 53151.980469
Iteration 174Q: 26 clusters Score -4.483676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11983 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23293 members 
Mstep: Class 20 contains 16912 members 
Mstep: Class 21 contains 24669 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836776.000000 Penalty: 53151.980469
Iteration 175Q: 26 clusters Score -4.483678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20861 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11984 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23298 members 
Mstep: Class 20 contains 16912 members 
Mstep: Class 21 contains 24669 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836776.000000 Penalty: 53151.980469
Iteration 176Q: 26 clusters Score -4.483678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20861 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44132 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11984 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23303 members 
Mstep: Class 20 contains 16912 members 
Mstep: Class 21 contains 24669 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836780.000000 Penalty: 53151.980469
Iteration 177Q: 26 clusters Score -4.483678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20861 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44132 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11984 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23309 members 
Mstep: Class 20 contains 16913 members 
Mstep: Class 21 contains 24669 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836784.000000 Penalty: 53151.980469
Iteration 178Q: 26 clusters Score -4.483678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20862 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44132 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11984 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23314 members 
Mstep: Class 20 contains 16914 members 
Mstep: Class 21 contains 24669 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836768.000000 Penalty: 53151.980469
Iteration 179Q: 26 clusters Score -4.483677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20865 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44132 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11985 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23323 members 
Mstep: Class 20 contains 16915 members 
Mstep: Class 21 contains 24669 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836776.000000 Penalty: 53151.980469
Iteration 180F: 26 clusters Score -4.483678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20868 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44132 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11986 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23331 members 
Mstep: Class 20 contains 16917 members 
Mstep: Class 21 contains 24669 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836764.000000 Penalty: 53151.980469
Iteration 181Q: 26 clusters Score -4.483676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20871 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 18697 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11987 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23339 members 
Mstep: Class 20 contains 16920 members 
Mstep: Class 21 contains 24670 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 73692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836756.000000 Penalty: 53151.980469
Iteration 182Q: 26 clusters Score -4.483676e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20877 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44132 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11988 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23350 members 
Mstep: Class 20 contains 16922 members 
Mstep: Class 21 contains 24669 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 73674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836772.000000 Penalty: 53151.980469
Iteration 183Q: 26 clusters Score -4.483677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20885 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44130 members 
Mstep: Class 8 contains 18694 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11990 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23356 members 
Mstep: Class 20 contains 16921 members 
Mstep: Class 21 contains 24670 members 
Mstep: Class 22 contains 42476 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 73662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836760.000000 Penalty: 53151.980469
Iteration 184Q: 26 clusters Score -4.483676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20887 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44128 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13370 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11990 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23368 members 
Mstep: Class 20 contains 16922 members 
Mstep: Class 21 contains 24671 members 
Mstep: Class 22 contains 42476 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 73650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836796.000000 Penalty: 53151.980469
Iteration 185Q: 26 clusters Score -4.48368e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20889 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44126 members 
Mstep: Class 8 contains 18693 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13370 members 
Mstep: Class 11 contains 3755 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11992 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23380 members 
Mstep: Class 20 contains 16922 members 
Mstep: Class 21 contains 24671 members 
Mstep: Class 22 contains 42476 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5301 members 
Mstep: Class 25 contains 73636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836776.000000 Penalty: 53151.980469
Iteration 186Q: 26 clusters Score -4.483678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20890 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44126 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13370 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11994 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23393 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 24672 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5301 members 
Mstep: Class 25 contains 73618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836756.000000 Penalty: 53151.980469
Iteration 187Q: 26 clusters Score -4.483676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20892 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44126 members 
Mstep: Class 8 contains 18691 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13371 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11993 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23403 members 
Mstep: Class 20 contains 16927 members 
Mstep: Class 21 contains 24673 members 
Mstep: Class 22 contains 42472 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5301 members 
Mstep: Class 25 contains 73607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836720.000000 Penalty: 53151.980469
Iteration 188Q: 26 clusters Score -4.483672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20895 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44125 members 
Mstep: Class 8 contains 18690 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11993 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23412 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 24673 members 
Mstep: Class 22 contains 42472 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5301 members 
Mstep: Class 25 contains 73598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836708.000000 Penalty: 53151.980469
Iteration 189Q: 26 clusters Score -4.483671e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20900 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44123 members 
Mstep: Class 8 contains 18690 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13374 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11994 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23419 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 24674 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5301 members 
Mstep: Class 25 contains 73583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836664.000000 Penalty: 53151.980469
Iteration 190Q: 26 clusters Score -4.483666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20906 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44119 members 
Mstep: Class 8 contains 18688 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13377 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11996 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23433 members 
Mstep: Class 20 contains 16924 members 
Mstep: Class 21 contains 24675 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 73564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836692.000000 Penalty: 53151.980469
Iteration 191Q: 26 clusters Score -4.483669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20910 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44118 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23444 members 
Mstep: Class 20 contains 16924 members 
Mstep: Class 21 contains 24676 members 
Mstep: Class 22 contains 42472 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836676.000000 Penalty: 53151.980469
Iteration 192Q: 26 clusters Score -4.483668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20914 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44116 members 
Mstep: Class 8 contains 18686 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23450 members 
Mstep: Class 20 contains 16924 members 
Mstep: Class 21 contains 24676 members 
Mstep: Class 22 contains 42471 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836692.000000 Penalty: 53151.980469
Iteration 193Q: 26 clusters Score -4.483669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20915 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44116 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 3753 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23457 members 
Mstep: Class 20 contains 16924 members 
Mstep: Class 21 contains 24676 members 
Mstep: Class 22 contains 42470 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836676.000000 Penalty: 53151.980469
Iteration 194Q: 26 clusters Score -4.483668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20918 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44116 members 
Mstep: Class 8 contains 18688 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 3753 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23463 members 
Mstep: Class 20 contains 16921 members 
Mstep: Class 21 contains 24676 members 
Mstep: Class 22 contains 42470 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836652.000000 Penalty: 53151.980469
Iteration 195Q: 26 clusters Score -4.483665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20920 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44116 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 3753 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122010 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23478 members 
Mstep: Class 20 contains 16922 members 
Mstep: Class 21 contains 24676 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836664.000000 Penalty: 53151.980469
Iteration 196Q: 26 clusters Score -4.483666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20922 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44116 members 
Mstep: Class 8 contains 18689 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 3752 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 11997 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23487 members 
Mstep: Class 20 contains 16922 members 
Mstep: Class 21 contains 24676 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836696.000000 Penalty: 53151.980469
Iteration 197Q: 26 clusters Score -4.48367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20923 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44115 members 
Mstep: Class 8 contains 18689 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23495 members 
Mstep: Class 20 contains 16924 members 
Mstep: Class 21 contains 24677 members 
Mstep: Class 22 contains 42468 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836676.000000 Penalty: 53151.980469
Iteration 198Q: 26 clusters Score -4.483668e+07 nChanged 16
Entering ConstructFrom: 
Score: -44836676.000000 Penalty: 53151.980469
Entering ConstructFrom: 
Trying to split cluster 1 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -122533.453125 Penalty: 1176.954590
	Iteration 0F: 2 clusters Score -122533.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -120884.031250 Penalty: 2353.909180
	Iteration 0F: 3 clusters Score -120884 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121363.468750 Penalty: 2353.909180
	Iteration 1F: 3 clusters Score -121363.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121617.937500 Penalty: 2353.909180
	Iteration 2F: 3 clusters Score -121617.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -121809.296875 Penalty: 2353.909180
	Iteration 3F: 3 clusters Score -121809.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -121922.234375 Penalty: 2353.909180
	Iteration 4F: 3 clusters Score -121922.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -122043.070312 Penalty: 2353.909180
	Iteration 5F: 3 clusters Score -122043.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -122183.046875 Penalty: 2353.909180
	Iteration 6F: 3 clusters Score -122183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -122345.437500 Penalty: 2353.909180
	Iteration 7F: 3 clusters Score -122345.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -122489.664062 Penalty: 2353.909180
	Iteration 8Q: 3 clusters Score -122489.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -122546.054688 Penalty: 2353.909180
	Iteration 9Q: 3 clusters Score -122546.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -122567.992188 Penalty: 2353.909180
	Iteration 10Q: 3 clusters Score -122568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -122572.921875 Penalty: 2353.909180
	Iteration 11Q: 3 clusters Score -122572.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -122575.257812 Penalty: 2353.909180
	Iteration 12Q: 3 clusters Score -122575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -122578.367188 Penalty: 2353.909180
	Iteration 13Q: 3 clusters Score -122578.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -122578.367188 Penalty: 2353.909180
	Iteration 14F: 3 clusters Score -122578.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20923 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44114 members 
Mstep: Class 8 contains 18689 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23506 members 
Mstep: Class 20 contains 16925 members 
Mstep: Class 21 contains 24677 members 
Mstep: Class 22 contains 42468 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73476 members 
Mstep: Class 26 contains 119 members 
Entering Unmasked Estep 
Score: -44835752.000000 Penalty: 55278.062500
Splitting cluster 1 changes total score from -44836676.000000 to -44835752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -282052.656250 Penalty: 1316.965210
	Iteration 0F: 2 clusters Score -282052.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -279179.312500 Penalty: 2633.930420
	Iteration 0F: 3 clusters Score -279179.3 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -280027.031250 Penalty: 2633.930420
	Iteration 1F: 3 clusters Score -280027 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -280243.812500 Penalty: 2633.930420
	Iteration 2F: 3 clusters Score -280243.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -280384.406250 Penalty: 2633.930420
	Iteration 3F: 3 clusters Score -280384.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -280529.375000 Penalty: 2633.930420
	Iteration 4Q: 3 clusters Score -280529.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -280681.906250 Penalty: 2633.930420
	Iteration 5F: 3 clusters Score -280681.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -280818.843750 Penalty: 2633.930420
	Iteration 6F: 3 clusters Score -280818.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -280930.906250 Penalty: 2633.930420
	Iteration 7Q: 3 clusters Score -280930.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -281059.593750 Penalty: 2633.930420
	Iteration 8Q: 3 clusters Score -281059.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -281219.937500 Penalty: 2633.930420
	Iteration 9Q: 3 clusters Score -281219.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -281388.687500 Penalty: 2633.930420
	Iteration 10Q: 3 clusters Score -281388.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -281517.156250 Penalty: 2633.930420
	Iteration 11Q: 3 clusters Score -281517.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -281598.656250 Penalty: 2633.930420
	Iteration 12Q: 3 clusters Score -281598.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -281663.437500 Penalty: 2633.930420
	Iteration 13Q: 3 clusters Score -281663.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -281694.125000 Penalty: 2633.930420
	Iteration 14Q: 3 clusters Score -281694.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -281710.031250 Penalty: 2633.930420
	Iteration 15Q: 3 clusters Score -281710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -281717.937500 Penalty: 2633.930420
	Iteration 16Q: 3 clusters Score -281717.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -281721.968750 Penalty: 2633.930420
	Iteration 17Q: 3 clusters Score -281722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -281725.031250 Penalty: 2633.930420
	Iteration 18Q: 3 clusters Score -281725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -281725.843750 Penalty: 2633.930420
	Iteration 19Q: 3 clusters Score -281725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -281725.843750 Penalty: 2633.930420
	Iteration 20F: 3 clusters Score -281725.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Entering Unmasked Estep 
Score: -2025128.750000 Penalty: 1616.648193
	Iteration 0F: 2 clusters Score -2025129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2010832.250000 Penalty: 3233.296387
	Iteration 0F: 3 clusters Score -2010832 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2015995.500000 Penalty: 3233.296387
	Iteration 1F: 3 clusters Score -2015996 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2016283.000000 Penalty: 3233.296387
	Iteration 2Q: 3 clusters Score -2016283 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2016590.375000 Penalty: 3233.296387
	Iteration 3Q: 3 clusters Score -2016590 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2016902.250000 Penalty: 3233.296387
	Iteration 4Q: 3 clusters Score -2016902 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2017207.750000 Penalty: 3233.296387
	Iteration 5Q: 3 clusters Score -2017208 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2017564.375000 Penalty: 3233.296387
	Iteration 6Q: 3 clusters Score -2017564 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2017987.875000 Penalty: 3233.296387
	Iteration 7Q: 3 clusters Score -2017988 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2018475.875000 Penalty: 3233.296387
	Iteration 8Q: 3 clusters Score -2018476 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2019128.375000 Penalty: 3233.296387
	Iteration 9F: 3 clusters Score -2019128 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2019949.750000 Penalty: 3233.296387
	Iteration 10F: 3 clusters Score -2019950 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2020777.875000 Penalty: 3233.296387
	Iteration 11F: 3 clusters Score -2020778 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2021475.750000 Penalty: 3233.296387
	Iteration 12Q: 3 clusters Score -2021476 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2021994.375000 Penalty: 3233.296387
	Iteration 13Q: 3 clusters Score -2021994 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2022309.750000 Penalty: 3233.296387
	Iteration 14Q: 3 clusters Score -2022310 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2022495.625000 Penalty: 3233.296387
	Iteration 15Q: 3 clusters Score -2022496 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2022612.750000 Penalty: 3233.296387
	Iteration 16Q: 3 clusters Score -2022613 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2022718.125000 Penalty: 3233.296387
	Iteration 17Q: 3 clusters Score -2022718 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2022794.625000 Penalty: 3233.296387
	Iteration 18Q: 3 clusters Score -2022795 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2022860.375000 Penalty: 3233.296387
	Iteration 19Q: 3 clusters Score -2022860 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2022919.875000 Penalty: 3233.296387
	Iteration 20F: 3 clusters Score -2022920 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2022980.875000 Penalty: 3233.296387
	Iteration 21Q: 3 clusters Score -2022981 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2023038.625000 Penalty: 3233.296387
	Iteration 22Q: 3 clusters Score -2023039 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2023100.375000 Penalty: 3233.296387
	Iteration 23Q: 3 clusters Score -2023100 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2023152.375000 Penalty: 3233.296387
	Iteration 24Q: 3 clusters Score -2023152 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2023200.875000 Penalty: 3233.296387
	Iteration 25Q: 3 clusters Score -2023201 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2023239.125000 Penalty: 3233.296387
	Iteration 26Q: 3 clusters Score -2023239 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2023284.750000 Penalty: 3233.296387
	Iteration 27Q: 3 clusters Score -2023285 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2023328.000000 Penalty: 3233.296387
	Iteration 28Q: 3 clusters Score -2023328 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2023361.250000 Penalty: 3233.296387
	Iteration 29Q: 3 clusters Score -2023361 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2023405.250000 Penalty: 3233.296387
	Iteration 30Q: 3 clusters Score -2023405 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2023459.000000 Penalty: 3233.296387
	Iteration 31Q: 3 clusters Score -2023459 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2023513.625000 Penalty: 3233.296387
	Iteration 32Q: 3 clusters Score -2023514 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2023562.250000 Penalty: 3233.296387
	Iteration 33Q: 3 clusters Score -2023562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2023598.625000 Penalty: 3233.296387
	Iteration 34Q: 3 clusters Score -2023599 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2023643.250000 Penalty: 3233.296387
	Iteration 35Q: 3 clusters Score -2023643 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2023671.875000 Penalty: 3233.296387
	Iteration 36Q: 3 clusters Score -2023672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2023695.500000 Penalty: 3233.296387
	Iteration 37Q: 3 clusters Score -2023696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2023717.000000 Penalty: 3233.296387
	Iteration 38Q: 3 clusters Score -2023717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2023727.750000 Penalty: 3233.296387
	Iteration 39Q: 3 clusters Score -2023728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2023737.875000 Penalty: 3233.296387
	Iteration 40F: 3 clusters Score -2023738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2023746.750000 Penalty: 3233.296387
	Iteration 41Q: 3 clusters Score -2023747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2023755.250000 Penalty: 3233.296387
	Iteration 42Q: 3 clusters Score -2023755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2023760.375000 Penalty: 3233.296387
	Iteration 43Q: 3 clusters Score -2023760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2023772.875000 Penalty: 3233.296387
	Iteration 44Q: 3 clusters Score -2023773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2023782.000000 Penalty: 3233.296387
	Iteration 45Q: 3 clusters Score -2023782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2023790.000000 Penalty: 3233.296387
	Iteration 46Q: 3 clusters Score -2023790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2023792.625000 Penalty: 3233.296387
	Iteration 47Q: 3 clusters Score -2023793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2023796.000000 Penalty: 3233.296387
	Iteration 48Q: 3 clusters Score -2023796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2023798.125000 Penalty: 3233.296387
	Iteration 49Q: 3 clusters Score -2023798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2023800.375000 Penalty: 3233.296387
	Iteration 50Q: 3 clusters Score -2023800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2023800.750000 Penalty: 3233.296387
	Iteration 51Q: 3 clusters Score -2023801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2023803.625000 Penalty: 3233.296387
	Iteration 52Q: 3 clusters Score -2023804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2023803.375000 Penalty: 3233.296387
	Iteration 53Q: 3 clusters Score -2023803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2023807.625000 Penalty: 3233.296387
	Iteration 54Q: 3 clusters Score -2023808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2023811.250000 Penalty: 3233.296387
	Iteration 55Q: 3 clusters Score -2023811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2023816.625000 Penalty: 3233.296387
	Iteration 56Q: 3 clusters Score -2023817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2023818.000000 Penalty: 3233.296387
	Iteration 57Q: 3 clusters Score -2023818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2023820.125000 Penalty: 3233.296387
	Iteration 58Q: 3 clusters Score -2023820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2023821.125000 Penalty: 3233.296387
	Iteration 59Q: 3 clusters Score -2023821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2023822.750000 Penalty: 3233.296387
	Iteration 60F: 3 clusters Score -2023823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2023825.625000 Penalty: 3233.296387
	Iteration 61Q: 3 clusters Score -2023826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2023827.375000 Penalty: 3233.296387
	Iteration 62Q: 3 clusters Score -2023827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2023828.375000 Penalty: 3233.296387
	Iteration 63Q: 3 clusters Score -2023828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2023827.750000 Penalty: 3233.296387
	Iteration 64Q: 3 clusters Score -2023828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2023829.625000 Penalty: 3233.296387
	Iteration 65Q: 3 clusters Score -2023830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2023829.875000 Penalty: 3233.296387
	Iteration 66Q: 3 clusters Score -2023830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2023829.375000 Penalty: 3233.296387
	Iteration 67Q: 3 clusters Score -2023829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2023831.125000 Penalty: 3233.296387
	Iteration 68Q: 3 clusters Score -2023831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2023830.125000 Penalty: 3233.296387
	Iteration 69Q: 3 clusters Score -2023830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2023830.125000 Penalty: 3233.296387
	Iteration 70F: 3 clusters Score -2023830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -358642.781250 Penalty: 1353.960938
	Iteration 0F: 2 clusters Score -358642.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -355209.968750 Penalty: 2707.921875
	Iteration 0F: 3 clusters Score -355210 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -356196.218750 Penalty: 2707.921875
	Iteration 1F: 3 clusters Score -356196.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -356426.312500 Penalty: 2707.921875
	Iteration 2F: 3 clusters Score -356426.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -356573.062500 Penalty: 2707.921875
	Iteration 3F: 3 clusters Score -356573.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -356675.156250 Penalty: 2707.921875
	Iteration 4Q: 3 clusters Score -356675.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -356766.187500 Penalty: 2707.921875
	Iteration 5Q: 3 clusters Score -356766.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -356823.968750 Penalty: 2707.921875
	Iteration 6Q: 3 clusters Score -356824 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -356889.437500 Penalty: 2707.921875
	Iteration 7Q: 3 clusters Score -356889.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -356948.093750 Penalty: 2707.921875
	Iteration 8Q: 3 clusters Score -356948.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -357011.593750 Penalty: 2707.921875
	Iteration 9Q: 3 clusters Score -357011.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -357071.812500 Penalty: 2707.921875
	Iteration 10Q: 3 clusters Score -357071.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -357134.656250 Penalty: 2707.921875
	Iteration 11Q: 3 clusters Score -357134.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -357193.312500 Penalty: 2707.921875
	Iteration 12Q: 3 clusters Score -357193.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -357261.125000 Penalty: 2707.921875
	Iteration 13Q: 3 clusters Score -357261.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -357324.906250 Penalty: 2707.921875
	Iteration 14Q: 3 clusters Score -357324.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -357388.656250 Penalty: 2707.921875
	Iteration 15Q: 3 clusters Score -357388.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -357452.906250 Penalty: 2707.921875
	Iteration 16Q: 3 clusters Score -357452.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -357515.250000 Penalty: 2707.921875
	Iteration 17Q: 3 clusters Score -357515.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -357561.156250 Penalty: 2707.921875
	Iteration 18Q: 3 clusters Score -357561.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -357602.031250 Penalty: 2707.921875
	Iteration 19Q: 3 clusters Score -357602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -357628.437500 Penalty: 2707.921875
	Iteration 20F: 3 clusters Score -357628.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -357649.750000 Penalty: 2707.921875
	Iteration 21Q: 3 clusters Score -357649.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -357665.093750 Penalty: 2707.921875
	Iteration 22Q: 3 clusters Score -357665.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -357686.125000 Penalty: 2707.921875
	Iteration 23Q: 3 clusters Score -357686.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -357704.625000 Penalty: 2707.921875
	Iteration 24Q: 3 clusters Score -357704.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -357722.156250 Penalty: 2707.921875
	Iteration 25Q: 3 clusters Score -357722.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -357728.531250 Penalty: 2707.921875
	Iteration 26Q: 3 clusters Score -357728.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -357734.781250 Penalty: 2707.921875
	Iteration 27Q: 3 clusters Score -357734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -357736.781250 Penalty: 2707.921875
	Iteration 28Q: 3 clusters Score -357736.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -357738.781250 Penalty: 2707.921875
	Iteration 29Q: 3 clusters Score -357738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -357741.187500 Penalty: 2707.921875
	Iteration 30Q: 3 clusters Score -357741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -357744.000000 Penalty: 2707.921875
	Iteration 31Q: 3 clusters Score -357744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -357747.062500 Penalty: 2707.921875
	Iteration 32Q: 3 clusters Score -357747.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -357748.906250 Penalty: 2707.921875
	Iteration 33Q: 3 clusters Score -357748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -357749.562500 Penalty: 2707.921875
	Iteration 34Q: 3 clusters Score -357749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -357750.687500 Penalty: 2707.921875
	Iteration 35Q: 3 clusters Score -357750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -357753.031250 Penalty: 2707.921875
	Iteration 36Q: 3 clusters Score -357753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -357754.593750 Penalty: 2707.921875
	Iteration 37Q: 3 clusters Score -357754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -357756.687500 Penalty: 2707.921875
	Iteration 38Q: 3 clusters Score -357756.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -357759.000000 Penalty: 2707.921875
	Iteration 39Q: 3 clusters Score -357759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -357763.593750 Penalty: 2707.921875
	Iteration 40F: 3 clusters Score -357763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -357767.718750 Penalty: 2707.921875
	Iteration 41Q: 3 clusters Score -357767.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -357769.875000 Penalty: 2707.921875
	Iteration 42Q: 3 clusters Score -357769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -357770.812500 Penalty: 2707.921875
	Iteration 43Q: 3 clusters Score -357770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -357770.812500 Penalty: 2707.921875
	Iteration 44F: 3 clusters Score -357770.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Entering Unmasked Estep 
Score: -523633.937500 Penalty: 1399.384033
	Iteration 0F: 2 clusters Score -523633.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -519372.656250 Penalty: 2798.768066
	Iteration 0F: 3 clusters Score -519372.7 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -520596.656250 Penalty: 2798.768066
	Iteration 1F: 3 clusters Score -520596.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -520796.437500 Penalty: 2798.768066
	Iteration 2F: 3 clusters Score -520796.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -520945.687500 Penalty: 2798.768066
	Iteration 3F: 3 clusters Score -520945.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -521052.718750 Penalty: 2798.768066
	Iteration 4Q: 3 clusters Score -521052.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -521139.125000 Penalty: 2798.768066
	Iteration 5Q: 3 clusters Score -521139.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -521202.843750 Penalty: 2798.768066
	Iteration 6Q: 3 clusters Score -521202.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -521248.000000 Penalty: 2798.768066
	Iteration 7Q: 3 clusters Score -521248 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -521286.812500 Penalty: 2798.768066
	Iteration 8Q: 3 clusters Score -521286.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -521327.031250 Penalty: 2798.768066
	Iteration 9Q: 3 clusters Score -521327 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -521372.156250 Penalty: 2798.768066
	Iteration 10Q: 3 clusters Score -521372.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -521417.093750 Penalty: 2798.768066
	Iteration 11Q: 3 clusters Score -521417.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -521460.625000 Penalty: 2798.768066
	Iteration 12Q: 3 clusters Score -521460.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -521511.375000 Penalty: 2798.768066
	Iteration 13Q: 3 clusters Score -521511.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -521554.062500 Penalty: 2798.768066
	Iteration 14Q: 3 clusters Score -521554.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -521593.906250 Penalty: 2798.768066
	Iteration 15Q: 3 clusters Score -521593.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -521630.875000 Penalty: 2798.768066
	Iteration 16Q: 3 clusters Score -521630.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -521673.500000 Penalty: 2798.768066
	Iteration 17Q: 3 clusters Score -521673.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -521719.312500 Penalty: 2798.768066
	Iteration 18Q: 3 clusters Score -521719.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -521764.125000 Penalty: 2798.768066
	Iteration 19Q: 3 clusters Score -521764.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -521803.281250 Penalty: 2798.768066
	Iteration 20F: 3 clusters Score -521803.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -521836.250000 Penalty: 2798.768066
	Iteration 21Q: 3 clusters Score -521836.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -521866.500000 Penalty: 2798.768066
	Iteration 22Q: 3 clusters Score -521866.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -521888.531250 Penalty: 2798.768066
	Iteration 23Q: 3 clusters Score -521888.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -521905.531250 Penalty: 2798.768066
	Iteration 24Q: 3 clusters Score -521905.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -521920.031250 Penalty: 2798.768066
	Iteration 25Q: 3 clusters Score -521920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -521936.062500 Penalty: 2798.768066
	Iteration 26Q: 3 clusters Score -521936.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -521947.218750 Penalty: 2798.768066
	Iteration 27Q: 3 clusters Score -521947.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -521957.468750 Penalty: 2798.768066
	Iteration 28Q: 3 clusters Score -521957.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -521970.531250 Penalty: 2798.768066
	Iteration 29Q: 3 clusters Score -521970.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -521982.531250 Penalty: 2798.768066
	Iteration 30Q: 3 clusters Score -521982.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -522001.312500 Penalty: 2798.768066
	Iteration 31Q: 3 clusters Score -522001.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -522024.968750 Penalty: 2798.768066
	Iteration 32Q: 3 clusters Score -522025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -522042.500000 Penalty: 2798.768066
	Iteration 33Q: 3 clusters Score -522042.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -522061.656250 Penalty: 2798.768066
	Iteration 34Q: 3 clusters Score -522061.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -522079.906250 Penalty: 2798.768066
	Iteration 35Q: 3 clusters Score -522079.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -522088.437500 Penalty: 2798.768066
	Iteration 36Q: 3 clusters Score -522088.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -522095.843750 Penalty: 2798.768066
	Iteration 37Q: 3 clusters Score -522095.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -522101.531250 Penalty: 2798.768066
	Iteration 38Q: 3 clusters Score -522101.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -522107.718750 Penalty: 2798.768066
	Iteration 39Q: 3 clusters Score -522107.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -522115.062500 Penalty: 2798.768066
	Iteration 40F: 3 clusters Score -522115.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -522124.343750 Penalty: 2798.768066
	Iteration 41Q: 3 clusters Score -522124.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -522132.656250 Penalty: 2798.768066
	Iteration 42Q: 3 clusters Score -522132.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -522138.187500 Penalty: 2798.768066
	Iteration 43Q: 3 clusters Score -522138.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -522145.531250 Penalty: 2798.768066
	Iteration 44Q: 3 clusters Score -522145.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -522154.906250 Penalty: 2798.768066
	Iteration 45Q: 3 clusters Score -522154.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -522165.625000 Penalty: 2798.768066
	Iteration 46Q: 3 clusters Score -522165.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -522178.593750 Penalty: 2798.768066
	Iteration 47Q: 3 clusters Score -522178.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -522192.562500 Penalty: 2798.768066
	Iteration 48Q: 3 clusters Score -522192.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -522205.562500 Penalty: 2798.768066
	Iteration 49Q: 3 clusters Score -522205.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -522219.531250 Penalty: 2798.768066
	Iteration 50Q: 3 clusters Score -522219.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -522237.281250 Penalty: 2798.768066
	Iteration 51Q: 3 clusters Score -522237.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -522250.000000 Penalty: 2798.768066
	Iteration 52Q: 3 clusters Score -522250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -522268.250000 Penalty: 2798.768066
	Iteration 53Q: 3 clusters Score -522268.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -522286.812500 Penalty: 2798.768066
	Iteration 54Q: 3 clusters Score -522286.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -522302.062500 Penalty: 2798.768066
	Iteration 55Q: 3 clusters Score -522302.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -522310.937500 Penalty: 2798.768066
	Iteration 56Q: 3 clusters Score -522310.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -522318.062500 Penalty: 2798.768066
	Iteration 57Q: 3 clusters Score -522318.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -522322.593750 Penalty: 2798.768066
	Iteration 58Q: 3 clusters Score -522322.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -522326.875000 Penalty: 2798.768066
	Iteration 59Q: 3 clusters Score -522326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -522334.343750 Penalty: 2798.768066
	Iteration 60F: 3 clusters Score -522334.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -522339.875000 Penalty: 2798.768066
	Iteration 61Q: 3 clusters Score -522339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -522343.625000 Penalty: 2798.768066
	Iteration 62Q: 3 clusters Score -522343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -522344.968750 Penalty: 2798.768066
	Iteration 63Q: 3 clusters Score -522345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -522348.187500 Penalty: 2798.768066
	Iteration 64Q: 3 clusters Score -522348.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -522352.562500 Penalty: 2798.768066
	Iteration 65Q: 3 clusters Score -522352.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -522355.031250 Penalty: 2798.768066
	Iteration 66Q: 3 clusters Score -522355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -522354.687500 Penalty: 2798.768066
	Iteration 67Q: 3 clusters Score -522354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -522357.062500 Penalty: 2798.768066
	Iteration 68Q: 3 clusters Score -522357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -522358.468750 Penalty: 2798.768066
	Iteration 69Q: 3 clusters Score -522358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -522359.906250 Penalty: 2798.768066
	Iteration 70Q: 3 clusters Score -522359.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -522361.562500 Penalty: 2798.768066
	Iteration 71Q: 3 clusters Score -522361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -522361.125000 Penalty: 2798.768066
	Iteration 72Q: 3 clusters Score -522361.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -522362.000000 Penalty: 2798.768066
	Iteration 73Q: 3 clusters Score -522362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -522362.000000 Penalty: 2798.768066
	Iteration 74F: 3 clusters Score -522362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -289600.062500 Penalty: 1307.824219
	Iteration 0F: 2 clusters Score -289600.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -286786.687500 Penalty: 2615.648438
	Iteration 0F: 3 clusters Score -286786.7 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -287538.156250 Penalty: 2615.648438
	Iteration 1F: 3 clusters Score -287538.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -287762.281250 Penalty: 2615.648438
	Iteration 2F: 3 clusters Score -287762.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -287964.375000 Penalty: 2615.648438
	Iteration 3F: 3 clusters Score -287964.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -288167.937500 Penalty: 2615.648438
	Iteration 4F: 3 clusters Score -288167.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -288404.906250 Penalty: 2615.648438
	Iteration 5F: 3 clusters Score -288404.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -288655.343750 Penalty: 2615.648438
	Iteration 6F: 3 clusters Score -288655.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -288866.843750 Penalty: 2615.648438
	Iteration 7F: 3 clusters Score -288866.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -289033.968750 Penalty: 2615.648438
	Iteration 8Q: 3 clusters Score -289034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -289136.625000 Penalty: 2615.648438
	Iteration 9Q: 3 clusters Score -289136.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -289182.437500 Penalty: 2615.648438
	Iteration 10Q: 3 clusters Score -289182.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -289201.812500 Penalty: 2615.648438
	Iteration 11Q: 3 clusters Score -289201.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -289213.125000 Penalty: 2615.648438
	Iteration 12Q: 3 clusters Score -289213.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -289218.937500 Penalty: 2615.648438
	Iteration 13Q: 3 clusters Score -289218.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -289220.718750 Penalty: 2615.648438
	Iteration 14Q: 3 clusters Score -289220.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -289221.781250 Penalty: 2615.648438
	Iteration 15Q: 3 clusters Score -289221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -289223.406250 Penalty: 2615.648438
	Iteration 16Q: 3 clusters Score -289223.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -289225.812500 Penalty: 2615.648438
	Iteration 17Q: 3 clusters Score -289225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -289227.000000 Penalty: 2615.648438
	Iteration 18Q: 3 clusters Score -289227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -289227.625000 Penalty: 2615.648438
	Iteration 19Q: 3 clusters Score -289227.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -289227.625000 Penalty: 2615.648438
	Iteration 20F: 3 clusters Score -289227.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -4265956.000000 Penalty: 1737.861572
	Iteration 0F: 2 clusters Score -4265956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -4236523.000000 Penalty: 3475.723145
	Iteration 0F: 3 clusters Score -4236523 nChanged 20575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -4248004.000000 Penalty: 3475.723145
	Iteration 1F: 3 clusters Score -4248004 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4248465.500000 Penalty: 3475.723145
	Iteration 2Q: 3 clusters Score -4248466 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4249076.000000 Penalty: 3475.723145
	Iteration 3Q: 3 clusters Score -4249076 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -4249908.500000 Penalty: 3475.723145
	Iteration 4Q: 3 clusters Score -4249908 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -4251163.500000 Penalty: 3475.723145
	Iteration 5F: 3 clusters Score -4251164 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4253158.000000 Penalty: 3475.723145
	Iteration 6F: 3 clusters Score -4253158 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4255922.000000 Penalty: 3475.723145
	Iteration 7F: 3 clusters Score -4255922 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4258923.000000 Penalty: 3475.723145
	Iteration 8F: 3 clusters Score -4258923 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4261365.500000 Penalty: 3475.723145
	Iteration 9F: 3 clusters Score -4261366 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4262955.000000 Penalty: 3475.723145
	Iteration 10Q: 3 clusters Score -4262955 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4263798.500000 Penalty: 3475.723145
	Iteration 11Q: 3 clusters Score -4263798 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4264116.000000 Penalty: 3475.723145
	Iteration 12Q: 3 clusters Score -4264116 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4264270.000000 Penalty: 3475.723145
	Iteration 13Q: 3 clusters Score -4264270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4264339.500000 Penalty: 3475.723145
	Iteration 14Q: 3 clusters Score -4264340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4264381.500000 Penalty: 3475.723145
	Iteration 15Q: 3 clusters Score -4264382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4264407.000000 Penalty: 3475.723145
	Iteration 16Q: 3 clusters Score -4264407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4264412.000000 Penalty: 3475.723145
	Iteration 17Q: 3 clusters Score -4264412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4264426.000000 Penalty: 3475.723145
	Iteration 18Q: 3 clusters Score -4264426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4264438.000000 Penalty: 3475.723145
	Iteration 19Q: 3 clusters Score -4264438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4264448.500000 Penalty: 3475.723145
	Iteration 20F: 3 clusters Score -4264448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4264450.500000 Penalty: 3475.723145
	Iteration 21Q: 3 clusters Score -4264450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4264453.000000 Penalty: 3475.723145
	Iteration 22Q: 3 clusters Score -4264453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4264453.000000 Penalty: 3475.723145
	Iteration 23F: 3 clusters Score -4264453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Entering Unmasked Estep 
Score: -1752604.250000 Penalty: 1598.299683
	Iteration 0F: 2 clusters Score -1752604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1739715.375000 Penalty: 3196.599365
	Iteration 0F: 3 clusters Score -1739715 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1744656.625000 Penalty: 3196.599365
	Iteration 1F: 3 clusters Score -1744657 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1745068.375000 Penalty: 3196.599365
	Iteration 2F: 3 clusters Score -1745068 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1745463.125000 Penalty: 3196.599365
	Iteration 3Q: 3 clusters Score -1745463 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1745814.375000 Penalty: 3196.599365
	Iteration 4Q: 3 clusters Score -1745814 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1746168.750000 Penalty: 3196.599365
	Iteration 5Q: 3 clusters Score -1746169 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1746594.000000 Penalty: 3196.599365
	Iteration 6Q: 3 clusters Score -1746594 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1747061.125000 Penalty: 3196.599365
	Iteration 7Q: 3 clusters Score -1747061 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1747605.250000 Penalty: 3196.599365
	Iteration 8Q: 3 clusters Score -1747605 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1748183.125000 Penalty: 3196.599365
	Iteration 9Q: 3 clusters Score -1748183 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1748695.625000 Penalty: 3196.599365
	Iteration 10Q: 3 clusters Score -1748696 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1749140.125000 Penalty: 3196.599365
	Iteration 11Q: 3 clusters Score -1749140 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1749444.500000 Penalty: 3196.599365
	Iteration 12Q: 3 clusters Score -1749444 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1749675.500000 Penalty: 3196.599365
	Iteration 13Q: 3 clusters Score -1749676 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1749879.750000 Penalty: 3196.599365
	Iteration 14Q: 3 clusters Score -1749880 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1750089.500000 Penalty: 3196.599365
	Iteration 15Q: 3 clusters Score -1750090 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1750300.250000 Penalty: 3196.599365
	Iteration 16Q: 3 clusters Score -1750300 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1750527.875000 Penalty: 3196.599365
	Iteration 17Q: 3 clusters Score -1750528 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1750758.625000 Penalty: 3196.599365
	Iteration 18Q: 3 clusters Score -1750759 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1750945.625000 Penalty: 3196.599365
	Iteration 19Q: 3 clusters Score -1750946 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1751077.000000 Penalty: 3196.599365
	Iteration 20F: 3 clusters Score -1751077 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1751161.750000 Penalty: 3196.599365
	Iteration 21Q: 3 clusters Score -1751162 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1751217.625000 Penalty: 3196.599365
	Iteration 22Q: 3 clusters Score -1751218 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1751234.250000 Penalty: 3196.599365
	Iteration 23Q: 3 clusters Score -1751234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1751249.875000 Penalty: 3196.599365
	Iteration 24Q: 3 clusters Score -1751250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1751266.000000 Penalty: 3196.599365
	Iteration 25Q: 3 clusters Score -1751266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1751277.500000 Penalty: 3196.599365
	Iteration 26Q: 3 clusters Score -1751278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1751283.875000 Penalty: 3196.599365
	Iteration 27Q: 3 clusters Score -1751284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1751294.750000 Penalty: 3196.599365
	Iteration 28Q: 3 clusters Score -1751295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1751303.000000 Penalty: 3196.599365
	Iteration 29Q: 3 clusters Score -1751303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1751305.875000 Penalty: 3196.599365
	Iteration 30Q: 3 clusters Score -1751306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1751305.625000 Penalty: 3196.599365
	Iteration 31Q: 3 clusters Score -1751306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1751308.875000 Penalty: 3196.599365
	Iteration 32Q: 3 clusters Score -1751309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1751311.375000 Penalty: 3196.599365
	Iteration 33Q: 3 clusters Score -1751311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1751316.000000 Penalty: 3196.599365
	Iteration 34Q: 3 clusters Score -1751316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1751319.000000 Penalty: 3196.599365
	Iteration 35Q: 3 clusters Score -1751319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1751317.875000 Penalty: 3196.599365
	Iteration 36Q: 3 clusters Score -1751318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1751316.000000 Penalty: 3196.599365
	Iteration 37Q: 3 clusters Score -1751316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1751315.000000 Penalty: 3196.599365
	Iteration 38Q: 3 clusters Score -1751315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1751315.750000 Penalty: 3196.599365
	Iteration 39Q: 3 clusters Score -1751316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1751316.875000 Penalty: 3196.599365
	Iteration 40F: 3 clusters Score -1751317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1751316.125000 Penalty: 3196.599365
	Iteration 41Q: 3 clusters Score -1751316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1751318.250000 Penalty: 3196.599365
	Iteration 42Q: 3 clusters Score -1751318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1751319.125000 Penalty: 3196.599365
	Iteration 43Q: 3 clusters Score -1751319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1751319.125000 Penalty: 3196.599365
	Iteration 44F: 3 clusters Score -1751319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -228700.718750 Penalty: 1265.584351
	Iteration 0F: 2 clusters Score -228700.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -226403.718750 Penalty: 2531.168701
	Iteration 0F: 3 clusters Score -226403.7 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -226955.437500 Penalty: 2531.168701
	Iteration 1F: 3 clusters Score -226955.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -227062.484375 Penalty: 2531.168701
	Iteration 2F: 3 clusters Score -227062.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -227139.312500 Penalty: 2531.168701
	Iteration 3Q: 3 clusters Score -227139.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -227206.281250 Penalty: 2531.168701
	Iteration 4Q: 3 clusters Score -227206.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -227247.937500 Penalty: 2531.168701
	Iteration 5Q: 3 clusters Score -227247.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -227290.531250 Penalty: 2531.168701
	Iteration 6Q: 3 clusters Score -227290.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -227322.953125 Penalty: 2531.168701
	Iteration 7Q: 3 clusters Score -227323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -227354.968750 Penalty: 2531.168701
	Iteration 8Q: 3 clusters Score -227355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -227389.375000 Penalty: 2531.168701
	Iteration 9Q: 3 clusters Score -227389.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -227420.343750 Penalty: 2531.168701
	Iteration 10Q: 3 clusters Score -227420.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -227449.312500 Penalty: 2531.168701
	Iteration 11Q: 3 clusters Score -227449.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -227474.296875 Penalty: 2531.168701
	Iteration 12Q: 3 clusters Score -227474.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -227513.687500 Penalty: 2531.168701
	Iteration 13Q: 3 clusters Score -227513.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -227552.656250 Penalty: 2531.168701
	Iteration 14Q: 3 clusters Score -227552.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -227586.343750 Penalty: 2531.168701
	Iteration 15Q: 3 clusters Score -227586.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -227619.781250 Penalty: 2531.168701
	Iteration 16Q: 3 clusters Score -227619.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -227656.437500 Penalty: 2531.168701
	Iteration 17Q: 3 clusters Score -227656.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -227697.921875 Penalty: 2531.168701
	Iteration 18Q: 3 clusters Score -227697.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -227720.953125 Penalty: 2531.168701
	Iteration 19Q: 3 clusters Score -227721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -227739.500000 Penalty: 2531.168701
	Iteration 20F: 3 clusters Score -227739.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -227748.859375 Penalty: 2531.168701
	Iteration 21Q: 3 clusters Score -227748.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -227755.968750 Penalty: 2531.168701
	Iteration 22Q: 3 clusters Score -227756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -227765.609375 Penalty: 2531.168701
	Iteration 23Q: 3 clusters Score -227765.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -227774.421875 Penalty: 2531.168701
	Iteration 24Q: 3 clusters Score -227774.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -227777.562500 Penalty: 2531.168701
	Iteration 25Q: 3 clusters Score -227777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -227778.515625 Penalty: 2531.168701
	Iteration 26Q: 3 clusters Score -227778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -227780.109375 Penalty: 2531.168701
	Iteration 27Q: 3 clusters Score -227780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -227780.734375 Penalty: 2531.168701
	Iteration 28Q: 3 clusters Score -227780.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -227783.218750 Penalty: 2531.168701
	Iteration 29Q: 3 clusters Score -227783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -227785.531250 Penalty: 2531.168701
	Iteration 30Q: 3 clusters Score -227785.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -227787.093750 Penalty: 2531.168701
	Iteration 31Q: 3 clusters Score -227787.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -227791.859375 Penalty: 2531.168701
	Iteration 32Q: 3 clusters Score -227791.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -227798.875000 Penalty: 2531.168701
	Iteration 33Q: 3 clusters Score -227798.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -227805.671875 Penalty: 2531.168701
	Iteration 34Q: 3 clusters Score -227805.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -227818.875000 Penalty: 2531.168701
	Iteration 35Q: 3 clusters Score -227818.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -227831.984375 Penalty: 2531.168701
	Iteration 36Q: 3 clusters Score -227832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -227847.625000 Penalty: 2531.168701
	Iteration 37Q: 3 clusters Score -227847.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -227857.406250 Penalty: 2531.168701
	Iteration 38Q: 3 clusters Score -227857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -227863.546875 Penalty: 2531.168701
	Iteration 39Q: 3 clusters Score -227863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -227869.453125 Penalty: 2531.168701
	Iteration 40F: 3 clusters Score -227869.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -227876.500000 Penalty: 2531.168701
	Iteration 41Q: 3 clusters Score -227876.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -227882.343750 Penalty: 2531.168701
	Iteration 42Q: 3 clusters Score -227882.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -227887.687500 Penalty: 2531.168701
	Iteration 43Q: 3 clusters Score -227887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -227892.968750 Penalty: 2531.168701
	Iteration 44Q: 3 clusters Score -227893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -227894.765625 Penalty: 2531.168701
	Iteration 45Q: 3 clusters Score -227894.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -227894.765625 Penalty: 2531.168701
	Iteration 46F: 3 clusters Score -227894.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Entering Unmasked Estep 
Score: -1290422.000000 Penalty: 1543.996460
	Iteration 0F: 2 clusters Score -1290422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1280994.750000 Penalty: 3087.992920
	Iteration 0F: 3 clusters Score -1280995 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1284134.500000 Penalty: 3087.992920
	Iteration 1F: 3 clusters Score -1284134 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1284384.750000 Penalty: 3087.992920
	Iteration 2F: 3 clusters Score -1284385 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1284612.375000 Penalty: 3087.992920
	Iteration 3Q: 3 clusters Score -1284612 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1284846.500000 Penalty: 3087.992920
	Iteration 4Q: 3 clusters Score -1284846 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1285100.625000 Penalty: 3087.992920
	Iteration 5Q: 3 clusters Score -1285101 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1285351.125000 Penalty: 3087.992920
	Iteration 6Q: 3 clusters Score -1285351 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1285617.125000 Penalty: 3087.992920
	Iteration 7Q: 3 clusters Score -1285617 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1285905.125000 Penalty: 3087.992920
	Iteration 8Q: 3 clusters Score -1285905 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1286168.250000 Penalty: 3087.992920
	Iteration 9Q: 3 clusters Score -1286168 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1286458.750000 Penalty: 3087.992920
	Iteration 10Q: 3 clusters Score -1286459 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1286766.125000 Penalty: 3087.992920
	Iteration 11Q: 3 clusters Score -1286766 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1287068.750000 Penalty: 3087.992920
	Iteration 12Q: 3 clusters Score -1287069 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1287337.000000 Penalty: 3087.992920
	Iteration 13Q: 3 clusters Score -1287337 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1287562.625000 Penalty: 3087.992920
	Iteration 14Q: 3 clusters Score -1287563 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1287740.500000 Penalty: 3087.992920
	Iteration 15Q: 3 clusters Score -1287740 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1287848.750000 Penalty: 3087.992920
	Iteration 16Q: 3 clusters Score -1287849 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1287913.750000 Penalty: 3087.992920
	Iteration 17Q: 3 clusters Score -1287914 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1287972.375000 Penalty: 3087.992920
	Iteration 18Q: 3 clusters Score -1287972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1288014.875000 Penalty: 3087.992920
	Iteration 19Q: 3 clusters Score -1288015 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1288058.750000 Penalty: 3087.992920
	Iteration 20F: 3 clusters Score -1288059 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1288108.375000 Penalty: 3087.992920
	Iteration 21Q: 3 clusters Score -1288108 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1288141.000000 Penalty: 3087.992920
	Iteration 22Q: 3 clusters Score -1288141 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1288182.750000 Penalty: 3087.992920
	Iteration 23Q: 3 clusters Score -1288183 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1288219.750000 Penalty: 3087.992920
	Iteration 24Q: 3 clusters Score -1288220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1288259.875000 Penalty: 3087.992920
	Iteration 25Q: 3 clusters Score -1288260 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1288296.125000 Penalty: 3087.992920
	Iteration 26Q: 3 clusters Score -1288296 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1288330.250000 Penalty: 3087.992920
	Iteration 27Q: 3 clusters Score -1288330 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1288371.625000 Penalty: 3087.992920
	Iteration 28Q: 3 clusters Score -1288372 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1288411.875000 Penalty: 3087.992920
	Iteration 29Q: 3 clusters Score -1288412 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1288440.250000 Penalty: 3087.992920
	Iteration 30Q: 3 clusters Score -1288440 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1288474.125000 Penalty: 3087.992920
	Iteration 31Q: 3 clusters Score -1288474 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1288516.125000 Penalty: 3087.992920
	Iteration 32Q: 3 clusters Score -1288516 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1288570.000000 Penalty: 3087.992920
	Iteration 33Q: 3 clusters Score -1288570 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1288621.625000 Penalty: 3087.992920
	Iteration 34Q: 3 clusters Score -1288622 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1288682.750000 Penalty: 3087.992920
	Iteration 35Q: 3 clusters Score -1288683 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1288723.875000 Penalty: 3087.992920
	Iteration 36Q: 3 clusters Score -1288724 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1288759.875000 Penalty: 3087.992920
	Iteration 37Q: 3 clusters Score -1288760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1288797.500000 Penalty: 3087.992920
	Iteration 38Q: 3 clusters Score -1288798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1288834.125000 Penalty: 3087.992920
	Iteration 39Q: 3 clusters Score -1288834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1288872.250000 Penalty: 3087.992920
	Iteration 40F: 3 clusters Score -1288872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1288904.625000 Penalty: 3087.992920
	Iteration 41Q: 3 clusters Score -1288905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1288928.125000 Penalty: 3087.992920
	Iteration 42Q: 3 clusters Score -1288928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1288945.250000 Penalty: 3087.992920
	Iteration 43Q: 3 clusters Score -1288945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1288959.625000 Penalty: 3087.992920
	Iteration 44Q: 3 clusters Score -1288960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1288972.625000 Penalty: 3087.992920
	Iteration 45Q: 3 clusters Score -1288973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1288981.375000 Penalty: 3087.992920
	Iteration 46Q: 3 clusters Score -1288981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1288980.000000 Penalty: 3087.992920
	Iteration 47Q: 3 clusters Score -1288980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1288983.625000 Penalty: 3087.992920
	Iteration 48Q: 3 clusters Score -1288984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1288986.625000 Penalty: 3087.992920
	Iteration 49Q: 3 clusters Score -1288987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1288985.875000 Penalty: 3087.992920
	Iteration 50Q: 3 clusters Score -1288986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1288986.125000 Penalty: 3087.992920
	Iteration 51Q: 3 clusters Score -1288986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1288986.000000 Penalty: 3087.992920
	Iteration 52Q: 3 clusters Score -1288986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1288988.000000 Penalty: 3087.992920
	Iteration 53Q: 3 clusters Score -1288988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1288988.500000 Penalty: 3087.992920
	Iteration 54Q: 3 clusters Score -1288988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1288989.625000 Penalty: 3087.992920
	Iteration 55Q: 3 clusters Score -1288990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1288994.750000 Penalty: 3087.992920
	Iteration 56Q: 3 clusters Score -1288995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1288998.625000 Penalty: 3087.992920
	Iteration 57Q: 3 clusters Score -1288999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1288997.875000 Penalty: 3087.992920
	Iteration 58Q: 3 clusters Score -1288998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1289002.625000 Penalty: 3087.992920
	Iteration 59Q: 3 clusters Score -1289003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1289002.250000 Penalty: 3087.992920
	Iteration 60F: 3 clusters Score -1289002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1289002.750000 Penalty: 3087.992920
	Iteration 61Q: 3 clusters Score -1289003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1289005.375000 Penalty: 3087.992920
	Iteration 62Q: 3 clusters Score -1289005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1289005.375000 Penalty: 3087.992920
	Iteration 63F: 3 clusters Score -1289005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Entering Unmasked Estep 
Score: -350762.187500 Penalty: 1337.338867
	Iteration 0F: 2 clusters Score -350762.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -347599.093750 Penalty: 2674.677734
	Iteration 0F: 3 clusters Score -347599.1 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -348447.562500 Penalty: 2674.677734
	Iteration 1F: 3 clusters Score -348447.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -348605.218750 Penalty: 2674.677734
	Iteration 2F: 3 clusters Score -348605.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -348707.250000 Penalty: 2674.677734
	Iteration 3Q: 3 clusters Score -348707.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -348800.343750 Penalty: 2674.677734
	Iteration 4Q: 3 clusters Score -348800.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -348901.500000 Penalty: 2674.677734
	Iteration 5Q: 3 clusters Score -348901.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -349017.000000 Penalty: 2674.677734
	Iteration 6Q: 3 clusters Score -349017 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -349146.593750 Penalty: 2674.677734
	Iteration 7Q: 3 clusters Score -349146.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -349268.875000 Penalty: 2674.677734
	Iteration 8Q: 3 clusters Score -349268.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -349382.093750 Penalty: 2674.677734
	Iteration 9Q: 3 clusters Score -349382.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -349501.281250 Penalty: 2674.677734
	Iteration 10Q: 3 clusters Score -349501.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -349597.875000 Penalty: 2674.677734
	Iteration 11Q: 3 clusters Score -349597.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -349670.218750 Penalty: 2674.677734
	Iteration 12Q: 3 clusters Score -349670.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -349746.468750 Penalty: 2674.677734
	Iteration 13Q: 3 clusters Score -349746.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -349805.062500 Penalty: 2674.677734
	Iteration 14Q: 3 clusters Score -349805.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -349873.718750 Penalty: 2674.677734
	Iteration 15Q: 3 clusters Score -349873.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -349920.718750 Penalty: 2674.677734
	Iteration 16Q: 3 clusters Score -349920.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -349955.562500 Penalty: 2674.677734
	Iteration 17Q: 3 clusters Score -349955.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -349986.375000 Penalty: 2674.677734
	Iteration 18Q: 3 clusters Score -349986.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -350004.656250 Penalty: 2674.677734
	Iteration 19Q: 3 clusters Score -350004.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -350016.156250 Penalty: 2674.677734
	Iteration 20F: 3 clusters Score -350016.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -350024.968750 Penalty: 2674.677734
	Iteration 21Q: 3 clusters Score -350025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -350030.312500 Penalty: 2674.677734
	Iteration 22Q: 3 clusters Score -350030.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -350034.312500 Penalty: 2674.677734
	Iteration 23Q: 3 clusters Score -350034.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -350036.375000 Penalty: 2674.677734
	Iteration 24Q: 3 clusters Score -350036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -350036.750000 Penalty: 2674.677734
	Iteration 25Q: 3 clusters Score -350036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -350037.500000 Penalty: 2674.677734
	Iteration 26Q: 3 clusters Score -350037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -350041.062500 Penalty: 2674.677734
	Iteration 27Q: 3 clusters Score -350041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -350045.312500 Penalty: 2674.677734
	Iteration 28Q: 3 clusters Score -350045.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -350051.500000 Penalty: 2674.677734
	Iteration 29Q: 3 clusters Score -350051.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -350054.093750 Penalty: 2674.677734
	Iteration 30Q: 3 clusters Score -350054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -350055.468750 Penalty: 2674.677734
	Iteration 31Q: 3 clusters Score -350055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -350055.937500 Penalty: 2674.677734
	Iteration 32Q: 3 clusters Score -350055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -350057.437500 Penalty: 2674.677734
	Iteration 33Q: 3 clusters Score -350057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -350057.937500 Penalty: 2674.677734
	Iteration 34Q: 3 clusters Score -350057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -350060.062500 Penalty: 2674.677734
	Iteration 35Q: 3 clusters Score -350060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -350061.687500 Penalty: 2674.677734
	Iteration 36Q: 3 clusters Score -350061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -350065.343750 Penalty: 2674.677734
	Iteration 37Q: 3 clusters Score -350065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -350067.125000 Penalty: 2674.677734
	Iteration 38Q: 3 clusters Score -350067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -350069.093750 Penalty: 2674.677734
	Iteration 39Q: 3 clusters Score -350069.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -350069.968750 Penalty: 2674.677734
	Iteration 40F: 3 clusters Score -350070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -158040.593750 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -158040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -156152.281250 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -156152.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -156517.812500 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -156517.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -156605.031250 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -156605 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -156673.265625 Penalty: 2410.713623
	Iteration 3Q: 3 clusters Score -156673.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -156706.015625 Penalty: 2410.713623
	Iteration 4Q: 3 clusters Score -156706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -156731.343750 Penalty: 2410.713623
	Iteration 5Q: 3 clusters Score -156731.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -156757.406250 Penalty: 2410.713623
	Iteration 6Q: 3 clusters Score -156757.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -156776.078125 Penalty: 2410.713623
	Iteration 7Q: 3 clusters Score -156776.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156789.312500 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -156789.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -156803.562500 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -156803.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156809.984375 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -156810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156812.312500 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -156812.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -156817.265625 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -156817.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -156822.609375 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -156822.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -156831.078125 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -156831.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -156838.328125 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -156838.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -156846.187500 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -156846.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -156854.031250 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -156854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -156860.843750 Penalty: 2410.713623
	Iteration 18Q: 3 clusters Score -156860.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -156863.359375 Penalty: 2410.713623
	Iteration 19Q: 3 clusters Score -156863.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -156865.953125 Penalty: 2410.713623
	Iteration 20F: 3 clusters Score -156866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -156869.156250 Penalty: 2410.713623
	Iteration 21Q: 3 clusters Score -156869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -156871.234375 Penalty: 2410.713623
	Iteration 22Q: 3 clusters Score -156871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -156871.531250 Penalty: 2410.713623
	Iteration 23Q: 3 clusters Score -156871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -156871.562500 Penalty: 2410.713623
	Iteration 24Q: 3 clusters Score -156871.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -156871.562500 Penalty: 2410.713623
	Iteration 25F: 3 clusters Score -156871.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (122011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122011 members 
Entering Unmasked Estep 
Score: -11727416.000000 Penalty: 1903.178345
	Iteration 0F: 2 clusters Score -1.172742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -11646071.000000 Penalty: 3806.356689
	Iteration 0F: 3 clusters Score -1.164607e+07 nChanged 58455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63542 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -11680189.000000 Penalty: 3806.356689
	Iteration 1F: 3 clusters Score -1.168019e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -11680999.000000 Penalty: 3806.356689
	Iteration 2Q: 3 clusters Score -1.1681e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -11682098.000000 Penalty: 3806.356689
	Iteration 3Q: 3 clusters Score -1.16821e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -11683889.000000 Penalty: 3806.356689
	Iteration 4Q: 3 clusters Score -1.168389e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -11686925.000000 Penalty: 3806.356689
	Iteration 5F: 3 clusters Score -1.168692e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -11692074.000000 Penalty: 3806.356689
	Iteration 6F: 3 clusters Score -1.169207e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -11699465.000000 Penalty: 3806.356689
	Iteration 7F: 3 clusters Score -1.169946e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100417 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -11708139.000000 Penalty: 3806.356689
	Iteration 8F: 3 clusters Score -1.170814e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107995 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -11715392.000000 Penalty: 3806.356689
	Iteration 9F: 3 clusters Score -1.171539e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113034 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -11719858.000000 Penalty: 3806.356689
	Iteration 10Q: 3 clusters Score -1.171986e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116057 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -11722423.000000 Penalty: 3806.356689
	Iteration 11Q: 3 clusters Score -1.172242e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117851 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -11723958.000000 Penalty: 3806.356689
	Iteration 12Q: 3 clusters Score -1.172396e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118886 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -11724630.000000 Penalty: 3806.356689
	Iteration 13Q: 3 clusters Score -1.172463e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119532 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -11725037.000000 Penalty: 3806.356689
	Iteration 14Q: 3 clusters Score -1.172504e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119945 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -11725294.000000 Penalty: 3806.356689
	Iteration 15Q: 3 clusters Score -1.172529e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120231 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -11725429.000000 Penalty: 3806.356689
	Iteration 16Q: 3 clusters Score -1.172543e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120419 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -11725543.000000 Penalty: 3806.356689
	Iteration 17Q: 3 clusters Score -1.172554e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120566 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11725623.000000 Penalty: 3806.356689
	Iteration 18Q: 3 clusters Score -1.172562e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120674 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11725687.000000 Penalty: 3806.356689
	Iteration 19Q: 3 clusters Score -1.172569e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120758 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -11725733.000000 Penalty: 3806.356689
	Iteration 20F: 3 clusters Score -1.172573e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120819 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11725759.000000 Penalty: 3806.356689
	Iteration 21Q: 3 clusters Score -1.172576e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120873 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -11725785.000000 Penalty: 3806.356689
	Iteration 22Q: 3 clusters Score -1.172578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120900 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11725810.000000 Penalty: 3806.356689
	Iteration 23Q: 3 clusters Score -1.172581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120935 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11725824.000000 Penalty: 3806.356689
	Iteration 24Q: 3 clusters Score -1.172582e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120961 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11725844.000000 Penalty: 3806.356689
	Iteration 25Q: 3 clusters Score -1.172584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120973 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11725858.000000 Penalty: 3806.356689
	Iteration 26Q: 3 clusters Score -1.172586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120988 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11725861.000000 Penalty: 3806.356689
	Iteration 27Q: 3 clusters Score -1.172586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120998 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11725873.000000 Penalty: 3806.356689
	Iteration 28Q: 3 clusters Score -1.172587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121004 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11725884.000000 Penalty: 3806.356689
	Iteration 29Q: 3 clusters Score -1.172588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11725886.000000 Penalty: 3806.356689
	Iteration 30Q: 3 clusters Score -1.172589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121012 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11725895.000000 Penalty: 3806.356689
	Iteration 31Q: 3 clusters Score -1.17259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121013 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11725893.000000 Penalty: 3806.356689
	Iteration 32Q: 3 clusters Score -1.172589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121018 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11725895.000000 Penalty: 3806.356689
	Iteration 33Q: 3 clusters Score -1.17259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121027 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11725898.000000 Penalty: 3806.356689
	Iteration 34Q: 3 clusters Score -1.17259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121040 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11725910.000000 Penalty: 3806.356689
	Iteration 35Q: 3 clusters Score -1.172591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121048 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -11725918.000000 Penalty: 3806.356689
	Iteration 36Q: 3 clusters Score -1.172592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121055 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11725917.000000 Penalty: 3806.356689
	Iteration 37Q: 3 clusters Score -1.172592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121060 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -11725915.000000 Penalty: 3806.356689
	Iteration 38Q: 3 clusters Score -1.172592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121066 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11725909.000000 Penalty: 3806.356689
	Iteration 39Q: 3 clusters Score -1.172591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11725908.000000 Penalty: 3806.356689
	Iteration 40F: 3 clusters Score -1.172591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121075 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11725934.000000 Penalty: 3806.356689
	Iteration 41Q: 3 clusters Score -1.172593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121070 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11725921.000000 Penalty: 3806.356689
	Iteration 42Q: 3 clusters Score -1.172592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11725926.000000 Penalty: 3806.356689
	Iteration 43Q: 3 clusters Score -1.172593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121075 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11725926.000000 Penalty: 3806.356689
	Iteration 44Q: 3 clusters Score -1.172593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121077 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11725920.000000 Penalty: 3806.356689
	Iteration 45Q: 3 clusters Score -1.172592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121080 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -11725920.000000 Penalty: 3806.356689
	Iteration 46Q: 3 clusters Score -1.172592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121081 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11725928.000000 Penalty: 3806.356689
	Iteration 47Q: 3 clusters Score -1.172593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121081 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11725928.000000 Penalty: 3806.356689
	Iteration 48F: 3 clusters Score -1.172593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Entering Unmasked Estep 
Score: -871813.062500 Penalty: 1484.537842
	Iteration 0F: 2 clusters Score -871813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -865144.250000 Penalty: 2969.075684
	Iteration 0F: 3 clusters Score -865144.2 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -867228.312500 Penalty: 2969.075684
	Iteration 1F: 3 clusters Score -867228.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -867428.000000 Penalty: 2969.075684
	Iteration 2F: 3 clusters Score -867428 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -867608.937500 Penalty: 2969.075684
	Iteration 3Q: 3 clusters Score -867608.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -867808.125000 Penalty: 2969.075684
	Iteration 4Q: 3 clusters Score -867808.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -868030.312500 Penalty: 2969.075684
	Iteration 5Q: 3 clusters Score -868030.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -868276.000000 Penalty: 2969.075684
	Iteration 6Q: 3 clusters Score -868276 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -868523.812500 Penalty: 2969.075684
	Iteration 7Q: 3 clusters Score -868523.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -868739.500000 Penalty: 2969.075684
	Iteration 8Q: 3 clusters Score -868739.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -868958.812500 Penalty: 2969.075684
	Iteration 9Q: 3 clusters Score -868958.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -869187.437500 Penalty: 2969.075684
	Iteration 10Q: 3 clusters Score -869187.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -869419.250000 Penalty: 2969.075684
	Iteration 11Q: 3 clusters Score -869419.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -869724.937500 Penalty: 2969.075684
	Iteration 12Q: 3 clusters Score -869724.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -870041.312500 Penalty: 2969.075684
	Iteration 13Q: 3 clusters Score -870041.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -870339.687500 Penalty: 2969.075684
	Iteration 14Q: 3 clusters Score -870339.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -870600.250000 Penalty: 2969.075684
	Iteration 15Q: 3 clusters Score -870600.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -870777.062500 Penalty: 2969.075684
	Iteration 16Q: 3 clusters Score -870777.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -870879.500000 Penalty: 2969.075684
	Iteration 17Q: 3 clusters Score -870879.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -870936.750000 Penalty: 2969.075684
	Iteration 18Q: 3 clusters Score -870936.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -870979.000000 Penalty: 2969.075684
	Iteration 19Q: 3 clusters Score -870979 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -871002.625000 Penalty: 2969.075684
	Iteration 20F: 3 clusters Score -871002.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -871013.125000 Penalty: 2969.075684
	Iteration 21Q: 3 clusters Score -871013.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -871020.062500 Penalty: 2969.075684
	Iteration 22Q: 3 clusters Score -871020.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -871025.125000 Penalty: 2969.075684
	Iteration 23Q: 3 clusters Score -871025.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -871030.937500 Penalty: 2969.075684
	Iteration 24Q: 3 clusters Score -871030.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -871038.125000 Penalty: 2969.075684
	Iteration 25Q: 3 clusters Score -871038.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -871039.437500 Penalty: 2969.075684
	Iteration 26Q: 3 clusters Score -871039.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -871049.562500 Penalty: 2969.075684
	Iteration 27Q: 3 clusters Score -871049.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -871053.625000 Penalty: 2969.075684
	Iteration 28Q: 3 clusters Score -871053.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -871055.000000 Penalty: 2969.075684
	Iteration 29Q: 3 clusters Score -871055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -871058.250000 Penalty: 2969.075684
	Iteration 30Q: 3 clusters Score -871058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -871058.625000 Penalty: 2969.075684
	Iteration 31Q: 3 clusters Score -871058.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -871060.500000 Penalty: 2969.075684
	Iteration 32Q: 3 clusters Score -871060.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -871061.187500 Penalty: 2969.075684
	Iteration 33Q: 3 clusters Score -871061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -871060.750000 Penalty: 2969.075684
	Iteration 34Q: 3 clusters Score -871060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -871062.812500 Penalty: 2969.075684
	Iteration 35Q: 3 clusters Score -871062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -871061.062500 Penalty: 2969.075684
	Iteration 36Q: 3 clusters Score -871061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -871061.750000 Penalty: 2969.075684
	Iteration 37Q: 3 clusters Score -871061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -871062.375000 Penalty: 2969.075684
	Iteration 38Q: 3 clusters Score -871062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -871061.312500 Penalty: 2969.075684
	Iteration 39Q: 3 clusters Score -871061.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -871060.750000 Penalty: 2969.075684
	Iteration 40F: 3 clusters Score -871060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -871062.312500 Penalty: 2969.075684
	Iteration 41Q: 3 clusters Score -871062.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -871061.437500 Penalty: 2969.075684
	Iteration 42Q: 3 clusters Score -871061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -871060.937500 Penalty: 2969.075684
	Iteration 43Q: 3 clusters Score -871060.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -871060.250000 Penalty: 2969.075684
	Iteration 44Q: 3 clusters Score -871060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -871060.250000 Penalty: 2969.075684
	Iteration 45F: 3 clusters Score -871060.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Entering Unmasked Estep 
Score: -1157184.375000 Penalty: 1526.307617
	Iteration 0F: 2 clusters Score -1157184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1148686.500000 Penalty: 3052.615234
	Iteration 0F: 3 clusters Score -1148686 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1151432.875000 Penalty: 3052.615234
	Iteration 1F: 3 clusters Score -1151433 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1151659.375000 Penalty: 3052.615234
	Iteration 2F: 3 clusters Score -1151659 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1151832.125000 Penalty: 3052.615234
	Iteration 3Q: 3 clusters Score -1151832 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1152004.250000 Penalty: 3052.615234
	Iteration 4Q: 3 clusters Score -1152004 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1152156.125000 Penalty: 3052.615234
	Iteration 5Q: 3 clusters Score -1152156 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1152286.250000 Penalty: 3052.615234
	Iteration 6Q: 3 clusters Score -1152286 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1152411.000000 Penalty: 3052.615234
	Iteration 7Q: 3 clusters Score -1152411 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1152535.500000 Penalty: 3052.615234
	Iteration 8Q: 3 clusters Score -1152536 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1152664.000000 Penalty: 3052.615234
	Iteration 9Q: 3 clusters Score -1152664 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1152787.875000 Penalty: 3052.615234
	Iteration 10Q: 3 clusters Score -1152788 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1152911.875000 Penalty: 3052.615234
	Iteration 11Q: 3 clusters Score -1152912 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1153044.000000 Penalty: 3052.615234
	Iteration 12Q: 3 clusters Score -1153044 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1153198.375000 Penalty: 3052.615234
	Iteration 13Q: 3 clusters Score -1153198 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1153352.625000 Penalty: 3052.615234
	Iteration 14Q: 3 clusters Score -1153353 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1153518.625000 Penalty: 3052.615234
	Iteration 15Q: 3 clusters Score -1153519 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1153665.250000 Penalty: 3052.615234
	Iteration 16Q: 3 clusters Score -1153665 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1153807.375000 Penalty: 3052.615234
	Iteration 17Q: 3 clusters Score -1153807 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1153949.750000 Penalty: 3052.615234
	Iteration 18Q: 3 clusters Score -1153950 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1154081.000000 Penalty: 3052.615234
	Iteration 19Q: 3 clusters Score -1154081 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1154198.750000 Penalty: 3052.615234
	Iteration 20F: 3 clusters Score -1154199 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1154296.750000 Penalty: 3052.615234
	Iteration 21Q: 3 clusters Score -1154297 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1154391.125000 Penalty: 3052.615234
	Iteration 22Q: 3 clusters Score -1154391 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1154480.875000 Penalty: 3052.615234
	Iteration 23Q: 3 clusters Score -1154481 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1154566.750000 Penalty: 3052.615234
	Iteration 24Q: 3 clusters Score -1154567 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1154681.500000 Penalty: 3052.615234
	Iteration 25Q: 3 clusters Score -1154682 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1154786.500000 Penalty: 3052.615234
	Iteration 26Q: 3 clusters Score -1154786 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1154888.125000 Penalty: 3052.615234
	Iteration 27Q: 3 clusters Score -1154888 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1154981.625000 Penalty: 3052.615234
	Iteration 28Q: 3 clusters Score -1154982 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1155093.125000 Penalty: 3052.615234
	Iteration 29Q: 3 clusters Score -1155093 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1155179.125000 Penalty: 3052.615234
	Iteration 30Q: 3 clusters Score -1155179 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1155252.000000 Penalty: 3052.615234
	Iteration 31Q: 3 clusters Score -1155252 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1155323.375000 Penalty: 3052.615234
	Iteration 32Q: 3 clusters Score -1155323 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1155396.000000 Penalty: 3052.615234
	Iteration 33Q: 3 clusters Score -1155396 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1155465.250000 Penalty: 3052.615234
	Iteration 34Q: 3 clusters Score -1155465 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1155520.000000 Penalty: 3052.615234
	Iteration 35Q: 3 clusters Score -1155520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1155574.750000 Penalty: 3052.615234
	Iteration 36Q: 3 clusters Score -1155575 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1155607.750000 Penalty: 3052.615234
	Iteration 37Q: 3 clusters Score -1155608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1155638.875000 Penalty: 3052.615234
	Iteration 38Q: 3 clusters Score -1155639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1155667.625000 Penalty: 3052.615234
	Iteration 39Q: 3 clusters Score -1155668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1155701.625000 Penalty: 3052.615234
	Iteration 40F: 3 clusters Score -1155702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1155723.125000 Penalty: 3052.615234
	Iteration 41Q: 3 clusters Score -1155723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1155743.125000 Penalty: 3052.615234
	Iteration 42Q: 3 clusters Score -1155743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1155765.750000 Penalty: 3052.615234
	Iteration 43Q: 3 clusters Score -1155766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1155771.250000 Penalty: 3052.615234
	Iteration 44Q: 3 clusters Score -1155771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1155778.875000 Penalty: 3052.615234
	Iteration 45Q: 3 clusters Score -1155779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1155789.250000 Penalty: 3052.615234
	Iteration 46Q: 3 clusters Score -1155789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1155798.000000 Penalty: 3052.615234
	Iteration 47Q: 3 clusters Score -1155798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1155806.375000 Penalty: 3052.615234
	Iteration 48Q: 3 clusters Score -1155806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1155813.875000 Penalty: 3052.615234
	Iteration 49Q: 3 clusters Score -1155814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1155816.125000 Penalty: 3052.615234
	Iteration 50Q: 3 clusters Score -1155816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1155817.125000 Penalty: 3052.615234
	Iteration 51Q: 3 clusters Score -1155817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1155823.125000 Penalty: 3052.615234
	Iteration 52Q: 3 clusters Score -1155823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1155824.250000 Penalty: 3052.615234
	Iteration 53Q: 3 clusters Score -1155824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1155830.125000 Penalty: 3052.615234
	Iteration 54Q: 3 clusters Score -1155830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1155830.250000 Penalty: 3052.615234
	Iteration 55Q: 3 clusters Score -1155830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1155832.875000 Penalty: 3052.615234
	Iteration 56Q: 3 clusters Score -1155833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1155836.625000 Penalty: 3052.615234
	Iteration 57Q: 3 clusters Score -1155837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1155839.125000 Penalty: 3052.615234
	Iteration 58Q: 3 clusters Score -1155839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1155840.125000 Penalty: 3052.615234
	Iteration 59Q: 3 clusters Score -1155840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1155843.750000 Penalty: 3052.615234
	Iteration 60F: 3 clusters Score -1155844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1155844.500000 Penalty: 3052.615234
	Iteration 61Q: 3 clusters Score -1155844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1155844.500000 Penalty: 3052.615234
	Iteration 62F: 3 clusters Score -1155844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -53411.945312 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -53411.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -52270.246094 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -52270.25 nChanged 120
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: -52441.972656 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -52441.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52491.593750 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -52491.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52525.566406 Penalty: 2064.604492
	Iteration 3Q: 3 clusters Score -52525.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52547.281250 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -52547.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52548.960938 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -52548.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52553.195312 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -52553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52554.441406 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -52554.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52554.441406 Penalty: 2064.604492
	Iteration 8F: 3 clusters Score -52554.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -555982.625000 Penalty: 1405.535400
	Iteration 0F: 2 clusters Score -555982.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -551551.125000 Penalty: 2811.070801
	Iteration 0F: 3 clusters Score -551551.1 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -552784.312500 Penalty: 2811.070801
	Iteration 1F: 3 clusters Score -552784.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -552971.812500 Penalty: 2811.070801
	Iteration 2F: 3 clusters Score -552971.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -553099.500000 Penalty: 2811.070801
	Iteration 3Q: 3 clusters Score -553099.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -553189.375000 Penalty: 2811.070801
	Iteration 4Q: 3 clusters Score -553189.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -553253.812500 Penalty: 2811.070801
	Iteration 5Q: 3 clusters Score -553253.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -553308.187500 Penalty: 2811.070801
	Iteration 6Q: 3 clusters Score -553308.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -553365.687500 Penalty: 2811.070801
	Iteration 7Q: 3 clusters Score -553365.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -553425.562500 Penalty: 2811.070801
	Iteration 8Q: 3 clusters Score -553425.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -553492.750000 Penalty: 2811.070801
	Iteration 9Q: 3 clusters Score -553492.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -553572.375000 Penalty: 2811.070801
	Iteration 10Q: 3 clusters Score -553572.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -553668.750000 Penalty: 2811.070801
	Iteration 11Q: 3 clusters Score -553668.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -553772.687500 Penalty: 2811.070801
	Iteration 12Q: 3 clusters Score -553772.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -553888.125000 Penalty: 2811.070801
	Iteration 13Q: 3 clusters Score -553888.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -554009.625000 Penalty: 2811.070801
	Iteration 14Q: 3 clusters Score -554009.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -554137.375000 Penalty: 2811.070801
	Iteration 15Q: 3 clusters Score -554137.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -554271.125000 Penalty: 2811.070801
	Iteration 16Q: 3 clusters Score -554271.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -554376.875000 Penalty: 2811.070801
	Iteration 17Q: 3 clusters Score -554376.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -554461.750000 Penalty: 2811.070801
	Iteration 18Q: 3 clusters Score -554461.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -554531.687500 Penalty: 2811.070801
	Iteration 19Q: 3 clusters Score -554531.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -554585.562500 Penalty: 2811.070801
	Iteration 20F: 3 clusters Score -554585.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -554632.437500 Penalty: 2811.070801
	Iteration 21Q: 3 clusters Score -554632.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -554659.625000 Penalty: 2811.070801
	Iteration 22Q: 3 clusters Score -554659.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -554672.062500 Penalty: 2811.070801
	Iteration 23Q: 3 clusters Score -554672.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -554681.500000 Penalty: 2811.070801
	Iteration 24Q: 3 clusters Score -554681.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -554683.875000 Penalty: 2811.070801
	Iteration 25Q: 3 clusters Score -554683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -554686.000000 Penalty: 2811.070801
	Iteration 26Q: 3 clusters Score -554686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -554687.500000 Penalty: 2811.070801
	Iteration 27Q: 3 clusters Score -554687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -554689.312500 Penalty: 2811.070801
	Iteration 28Q: 3 clusters Score -554689.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -554693.000000 Penalty: 2811.070801
	Iteration 29Q: 3 clusters Score -554693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -554693.562500 Penalty: 2811.070801
	Iteration 30Q: 3 clusters Score -554693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -554694.062500 Penalty: 2811.070801
	Iteration 31Q: 3 clusters Score -554694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -554694.375000 Penalty: 2811.070801
	Iteration 32Q: 3 clusters Score -554694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -554694.375000 Penalty: 2811.070801
	Iteration 33F: 3 clusters Score -554694.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Entering Unmasked Estep 
Score: -801014.250000 Penalty: 1466.636475
	Iteration 0F: 2 clusters Score -801014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -794976.312500 Penalty: 2933.272949
	Iteration 0F: 3 clusters Score -794976.3 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -796871.625000 Penalty: 2933.272949
	Iteration 1F: 3 clusters Score -796871.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -797085.812500 Penalty: 2933.272949
	Iteration 2F: 3 clusters Score -797085.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -797231.937500 Penalty: 2933.272949
	Iteration 3Q: 3 clusters Score -797231.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -797359.250000 Penalty: 2933.272949
	Iteration 4Q: 3 clusters Score -797359.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -797490.062500 Penalty: 2933.272949
	Iteration 5Q: 3 clusters Score -797490.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -797634.187500 Penalty: 2933.272949
	Iteration 6Q: 3 clusters Score -797634.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -797790.562500 Penalty: 2933.272949
	Iteration 7Q: 3 clusters Score -797790.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -797941.875000 Penalty: 2933.272949
	Iteration 8Q: 3 clusters Score -797941.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -798128.000000 Penalty: 2933.272949
	Iteration 9Q: 3 clusters Score -798128 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -798360.750000 Penalty: 2933.272949
	Iteration 10Q: 3 clusters Score -798360.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -798636.687500 Penalty: 2933.272949
	Iteration 11Q: 3 clusters Score -798636.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -798906.500000 Penalty: 2933.272949
	Iteration 12Q: 3 clusters Score -798906.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -799226.750000 Penalty: 2933.272949
	Iteration 13Q: 3 clusters Score -799226.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -799528.187500 Penalty: 2933.272949
	Iteration 14Q: 3 clusters Score -799528.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -799744.375000 Penalty: 2933.272949
	Iteration 15Q: 3 clusters Score -799744.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -799900.187500 Penalty: 2933.272949
	Iteration 16Q: 3 clusters Score -799900.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -799988.062500 Penalty: 2933.272949
	Iteration 17Q: 3 clusters Score -799988.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -800027.625000 Penalty: 2933.272949
	Iteration 18Q: 3 clusters Score -800027.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -800043.437500 Penalty: 2933.272949
	Iteration 19Q: 3 clusters Score -800043.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -800055.687500 Penalty: 2933.272949
	Iteration 20F: 3 clusters Score -800055.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -800060.562500 Penalty: 2933.272949
	Iteration 21Q: 3 clusters Score -800060.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -800062.562500 Penalty: 2933.272949
	Iteration 22Q: 3 clusters Score -800062.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -800066.125000 Penalty: 2933.272949
	Iteration 23Q: 3 clusters Score -800066.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -800067.437500 Penalty: 2933.272949
	Iteration 24Q: 3 clusters Score -800067.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -800071.250000 Penalty: 2933.272949
	Iteration 25Q: 3 clusters Score -800071.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -800072.937500 Penalty: 2933.272949
	Iteration 26Q: 3 clusters Score -800072.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -800074.250000 Penalty: 2933.272949
	Iteration 27Q: 3 clusters Score -800074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -800075.125000 Penalty: 2933.272949
	Iteration 28Q: 3 clusters Score -800075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -800076.187500 Penalty: 2933.272949
	Iteration 29Q: 3 clusters Score -800076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -800076.312500 Penalty: 2933.272949
	Iteration 30Q: 3 clusters Score -800076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -800077.625000 Penalty: 2933.272949
	Iteration 31Q: 3 clusters Score -800077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -800078.000000 Penalty: 2933.272949
	Iteration 32Q: 3 clusters Score -800078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -800080.250000 Penalty: 2933.272949
	Iteration 33Q: 3 clusters Score -800080.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -800080.250000 Penalty: 2933.272949
	Iteration 34F: 3 clusters Score -800080.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Entering Unmasked Estep 
Score: -2271160.250000 Penalty: 1635.564331
	Iteration 0F: 2 clusters Score -2271160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2255219.250000 Penalty: 3271.128662
	Iteration 0F: 3 clusters Score -2255219 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2261073.250000 Penalty: 3271.128662
	Iteration 1F: 3 clusters Score -2261073 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2261561.500000 Penalty: 3271.128662
	Iteration 2F: 3 clusters Score -2261562 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2262177.000000 Penalty: 3271.128662
	Iteration 3F: 3 clusters Score -2262177 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2262997.000000 Penalty: 3271.128662
	Iteration 4F: 3 clusters Score -2262997 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2264228.250000 Penalty: 3271.128662
	Iteration 5F: 3 clusters Score -2264228 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2265646.750000 Penalty: 3271.128662
	Iteration 6F: 3 clusters Score -2265647 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2267141.500000 Penalty: 3271.128662
	Iteration 7F: 3 clusters Score -2267142 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2268289.000000 Penalty: 3271.128662
	Iteration 8F: 3 clusters Score -2268289 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2269058.750000 Penalty: 3271.128662
	Iteration 9Q: 3 clusters Score -2269059 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2269448.500000 Penalty: 3271.128662
	Iteration 10Q: 3 clusters Score -2269448 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2269638.000000 Penalty: 3271.128662
	Iteration 11Q: 3 clusters Score -2269638 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2269710.500000 Penalty: 3271.128662
	Iteration 12Q: 3 clusters Score -2269710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2269775.750000 Penalty: 3271.128662
	Iteration 13Q: 3 clusters Score -2269776 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2269815.250000 Penalty: 3271.128662
	Iteration 14Q: 3 clusters Score -2269815 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2269848.500000 Penalty: 3271.128662
	Iteration 15Q: 3 clusters Score -2269848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2269865.500000 Penalty: 3271.128662
	Iteration 16Q: 3 clusters Score -2269866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2269879.250000 Penalty: 3271.128662
	Iteration 17Q: 3 clusters Score -2269879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2269883.500000 Penalty: 3271.128662
	Iteration 18Q: 3 clusters Score -2269884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2269888.500000 Penalty: 3271.128662
	Iteration 19Q: 3 clusters Score -2269888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2269887.000000 Penalty: 3271.128662
	Iteration 20F: 3 clusters Score -2269887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2269885.750000 Penalty: 3271.128662
	Iteration 21Q: 3 clusters Score -2269886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2269888.750000 Penalty: 3271.128662
	Iteration 22Q: 3 clusters Score -2269889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2269890.250000 Penalty: 3271.128662
	Iteration 23Q: 3 clusters Score -2269890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2269890.000000 Penalty: 3271.128662
	Iteration 24Q: 3 clusters Score -2269890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2269890.000000 Penalty: 3271.128662
	Iteration 25F: 3 clusters Score -2269890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Entering Unmasked Estep 
Score: -1596445.875000 Penalty: 1582.188965
	Iteration 0F: 2 clusters Score -1596446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1584834.500000 Penalty: 3164.377930
	Iteration 0F: 3 clusters Score -1584834 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1589081.750000 Penalty: 3164.377930
	Iteration 1F: 3 clusters Score -1589082 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1589472.125000 Penalty: 3164.377930
	Iteration 2F: 3 clusters Score -1589472 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1589933.500000 Penalty: 3164.377930
	Iteration 3F: 3 clusters Score -1589934 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1590461.250000 Penalty: 3164.377930
	Iteration 4F: 3 clusters Score -1590461 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1591048.625000 Penalty: 3164.377930
	Iteration 5F: 3 clusters Score -1591049 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1591662.750000 Penalty: 3164.377930
	Iteration 6F: 3 clusters Score -1591663 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1592297.000000 Penalty: 3164.377930
	Iteration 7F: 3 clusters Score -1592297 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1592854.250000 Penalty: 3164.377930
	Iteration 8Q: 3 clusters Score -1592854 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1593366.250000 Penalty: 3164.377930
	Iteration 9Q: 3 clusters Score -1593366 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1593817.500000 Penalty: 3164.377930
	Iteration 10Q: 3 clusters Score -1593818 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1594168.625000 Penalty: 3164.377930
	Iteration 11Q: 3 clusters Score -1594169 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1594464.375000 Penalty: 3164.377930
	Iteration 12Q: 3 clusters Score -1594464 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1594641.125000 Penalty: 3164.377930
	Iteration 13Q: 3 clusters Score -1594641 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1594755.625000 Penalty: 3164.377930
	Iteration 14Q: 3 clusters Score -1594756 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1594830.625000 Penalty: 3164.377930
	Iteration 15Q: 3 clusters Score -1594831 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1594895.750000 Penalty: 3164.377930
	Iteration 16Q: 3 clusters Score -1594896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1594944.500000 Penalty: 3164.377930
	Iteration 17Q: 3 clusters Score -1594944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1594984.625000 Penalty: 3164.377930
	Iteration 18Q: 3 clusters Score -1594985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1595023.250000 Penalty: 3164.377930
	Iteration 19Q: 3 clusters Score -1595023 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1595058.875000 Penalty: 3164.377930
	Iteration 20F: 3 clusters Score -1595059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1595075.625000 Penalty: 3164.377930
	Iteration 21Q: 3 clusters Score -1595076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1595091.375000 Penalty: 3164.377930
	Iteration 22Q: 3 clusters Score -1595091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1595104.625000 Penalty: 3164.377930
	Iteration 23Q: 3 clusters Score -1595105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1595109.875000 Penalty: 3164.377930
	Iteration 24Q: 3 clusters Score -1595110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1595118.125000 Penalty: 3164.377930
	Iteration 25Q: 3 clusters Score -1595118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1595121.375000 Penalty: 3164.377930
	Iteration 26Q: 3 clusters Score -1595121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1595123.875000 Penalty: 3164.377930
	Iteration 27Q: 3 clusters Score -1595124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1595128.625000 Penalty: 3164.377930
	Iteration 28Q: 3 clusters Score -1595129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1595134.375000 Penalty: 3164.377930
	Iteration 29Q: 3 clusters Score -1595134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1595138.500000 Penalty: 3164.377930
	Iteration 30Q: 3 clusters Score -1595138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1595138.500000 Penalty: 3164.377930
	Iteration 31Q: 3 clusters Score -1595138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1595139.500000 Penalty: 3164.377930
	Iteration 32Q: 3 clusters Score -1595140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1595139.500000 Penalty: 3164.377930
	Iteration 33F: 3 clusters Score -1595140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Entering Unmasked Estep 
Score: -2397563.750000 Penalty: 1643.464355
	Iteration 0F: 2 clusters Score -2397564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2380806.500000 Penalty: 3286.928711
	Iteration 0F: 3 clusters Score -2380806 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2387121.000000 Penalty: 3286.928711
	Iteration 1F: 3 clusters Score -2387121 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2387465.750000 Penalty: 3286.928711
	Iteration 2Q: 3 clusters Score -2387466 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2387818.750000 Penalty: 3286.928711
	Iteration 3Q: 3 clusters Score -2387819 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2388236.250000 Penalty: 3286.928711
	Iteration 4Q: 3 clusters Score -2388236 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2388756.250000 Penalty: 3286.928711
	Iteration 5Q: 3 clusters Score -2388756 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2389485.750000 Penalty: 3286.928711
	Iteration 6F: 3 clusters Score -2389486 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2390430.500000 Penalty: 3286.928711
	Iteration 7F: 3 clusters Score -2390430 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2391479.250000 Penalty: 3286.928711
	Iteration 8F: 3 clusters Score -2391479 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2392384.250000 Penalty: 3286.928711
	Iteration 9F: 3 clusters Score -2392384 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2393086.250000 Penalty: 3286.928711
	Iteration 10Q: 3 clusters Score -2393086 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2393652.250000 Penalty: 3286.928711
	Iteration 11Q: 3 clusters Score -2393652 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2394152.250000 Penalty: 3286.928711
	Iteration 12Q: 3 clusters Score -2394152 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2394559.500000 Penalty: 3286.928711
	Iteration 13Q: 3 clusters Score -2394560 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2394883.000000 Penalty: 3286.928711
	Iteration 14Q: 3 clusters Score -2394883 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2395143.000000 Penalty: 3286.928711
	Iteration 15Q: 3 clusters Score -2395143 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2395383.750000 Penalty: 3286.928711
	Iteration 16Q: 3 clusters Score -2395384 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2395558.000000 Penalty: 3286.928711
	Iteration 17Q: 3 clusters Score -2395558 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2395682.750000 Penalty: 3286.928711
	Iteration 18Q: 3 clusters Score -2395683 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2395787.250000 Penalty: 3286.928711
	Iteration 19Q: 3 clusters Score -2395787 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2395872.500000 Penalty: 3286.928711
	Iteration 20F: 3 clusters Score -2395872 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2395935.500000 Penalty: 3286.928711
	Iteration 21Q: 3 clusters Score -2395936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2395978.000000 Penalty: 3286.928711
	Iteration 22Q: 3 clusters Score -2395978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2396025.000000 Penalty: 3286.928711
	Iteration 23Q: 3 clusters Score -2396025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2396064.750000 Penalty: 3286.928711
	Iteration 24Q: 3 clusters Score -2396065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2396100.250000 Penalty: 3286.928711
	Iteration 25Q: 3 clusters Score -2396100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2396127.000000 Penalty: 3286.928711
	Iteration 26Q: 3 clusters Score -2396127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2396138.500000 Penalty: 3286.928711
	Iteration 27Q: 3 clusters Score -2396138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2396150.750000 Penalty: 3286.928711
	Iteration 28Q: 3 clusters Score -2396151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2396156.250000 Penalty: 3286.928711
	Iteration 29Q: 3 clusters Score -2396156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2396163.750000 Penalty: 3286.928711
	Iteration 30Q: 3 clusters Score -2396164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2396168.000000 Penalty: 3286.928711
	Iteration 31Q: 3 clusters Score -2396168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2396174.250000 Penalty: 3286.928711
	Iteration 32Q: 3 clusters Score -2396174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2396172.750000 Penalty: 3286.928711
	Iteration 33Q: 3 clusters Score -2396173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2396175.250000 Penalty: 3286.928711
	Iteration 34Q: 3 clusters Score -2396175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2396175.500000 Penalty: 3286.928711
	Iteration 35Q: 3 clusters Score -2396176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2396178.500000 Penalty: 3286.928711
	Iteration 36Q: 3 clusters Score -2396178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2396183.000000 Penalty: 3286.928711
	Iteration 37Q: 3 clusters Score -2396183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2396179.000000 Penalty: 3286.928711
	Iteration 38Q: 3 clusters Score -2396179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2396178.500000 Penalty: 3286.928711
	Iteration 39Q: 3 clusters Score -2396178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2396181.000000 Penalty: 3286.928711
	Iteration 40F: 3 clusters Score -2396181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2396184.500000 Penalty: 3286.928711
	Iteration 41Q: 3 clusters Score -2396184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2396184.250000 Penalty: 3286.928711
	Iteration 42Q: 3 clusters Score -2396184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2396185.500000 Penalty: 3286.928711
	Iteration 43Q: 3 clusters Score -2396186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2396188.750000 Penalty: 3286.928711
	Iteration 44Q: 3 clusters Score -2396189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2396187.000000 Penalty: 3286.928711
	Iteration 45Q: 3 clusters Score -2396187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2396188.500000 Penalty: 3286.928711
	Iteration 46Q: 3 clusters Score -2396188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2396190.250000 Penalty: 3286.928711
	Iteration 47Q: 3 clusters Score -2396190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2396190.250000 Penalty: 3286.928711
	Iteration 48F: 3 clusters Score -2396190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Entering Unmasked Estep 
Score: -4106667.500000 Penalty: 1731.682373
	Iteration 0F: 2 clusters Score -4106668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4078123.500000 Penalty: 3463.364746
	Iteration 0F: 3 clusters Score -4078124 nChanged 19838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -4089004.000000 Penalty: 3463.364746
	Iteration 1F: 3 clusters Score -4089004 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -4089437.500000 Penalty: 3463.364746
	Iteration 2Q: 3 clusters Score -4089438 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -4089862.250000 Penalty: 3463.364746
	Iteration 3Q: 3 clusters Score -4089862 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4090314.250000 Penalty: 3463.364746
	Iteration 4Q: 3 clusters Score -4090314 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -4090793.500000 Penalty: 3463.364746
	Iteration 5Q: 3 clusters Score -4090794 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -4091533.250000 Penalty: 3463.364746
	Iteration 6Q: 3 clusters Score -4091533 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -4092457.500000 Penalty: 3463.364746
	Iteration 7Q: 3 clusters Score -4092458 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -4093837.750000 Penalty: 3463.364746
	Iteration 8F: 3 clusters Score -4093838 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -4095772.250000 Penalty: 3463.364746
	Iteration 9F: 3 clusters Score -4095772 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -4098087.500000 Penalty: 3463.364746
	Iteration 10F: 3 clusters Score -4098088 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -4100413.250000 Penalty: 3463.364746
	Iteration 11F: 3 clusters Score -4100413 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -4102219.750000 Penalty: 3463.364746
	Iteration 12Q: 3 clusters Score -4102220 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4103387.750000 Penalty: 3463.364746
	Iteration 13Q: 3 clusters Score -4103388 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -4104120.250000 Penalty: 3463.364746
	Iteration 14Q: 3 clusters Score -4104120 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -4104589.750000 Penalty: 3463.364746
	Iteration 15Q: 3 clusters Score -4104590 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -4104884.000000 Penalty: 3463.364746
	Iteration 16Q: 3 clusters Score -4104884 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -4105029.500000 Penalty: 3463.364746
	Iteration 17Q: 3 clusters Score -4105030 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -4105109.750000 Penalty: 3463.364746
	Iteration 18Q: 3 clusters Score -4105110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -4105141.000000 Penalty: 3463.364746
	Iteration 19Q: 3 clusters Score -4105141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -4105164.000000 Penalty: 3463.364746
	Iteration 20F: 3 clusters Score -4105164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -4105182.000000 Penalty: 3463.364746
	Iteration 21Q: 3 clusters Score -4105182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -4105189.000000 Penalty: 3463.364746
	Iteration 22Q: 3 clusters Score -4105189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -4105190.500000 Penalty: 3463.364746
	Iteration 23Q: 3 clusters Score -4105190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -4105194.500000 Penalty: 3463.364746
	Iteration 24Q: 3 clusters Score -4105194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -4105195.500000 Penalty: 3463.364746
	Iteration 25Q: 3 clusters Score -4105196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -4105195.500000 Penalty: 3463.364746
	Iteration 26F: 3 clusters Score -4105196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Entering Unmasked Estep 
Score: -1360551.500000 Penalty: 1554.836548
	Iteration 0F: 2 clusters Score -1360552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1350626.125000 Penalty: 3109.673096
	Iteration 0F: 3 clusters Score -1350626 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1354058.875000 Penalty: 3109.673096
	Iteration 1F: 3 clusters Score -1354059 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1354495.125000 Penalty: 3109.673096
	Iteration 2F: 3 clusters Score -1354495 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1354933.250000 Penalty: 3109.673096
	Iteration 3F: 3 clusters Score -1354933 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1355441.875000 Penalty: 3109.673096
	Iteration 4F: 3 clusters Score -1355442 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1356068.000000 Penalty: 3109.673096
	Iteration 5F: 3 clusters Score -1356068 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1356858.125000 Penalty: 3109.673096
	Iteration 6F: 3 clusters Score -1356858 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1357719.750000 Penalty: 3109.673096
	Iteration 7F: 3 clusters Score -1357720 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1358512.250000 Penalty: 3109.673096
	Iteration 8F: 3 clusters Score -1358512 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1359054.000000 Penalty: 3109.673096
	Iteration 9F: 3 clusters Score -1359054 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1359382.500000 Penalty: 3109.673096
	Iteration 10Q: 3 clusters Score -1359382 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1359560.250000 Penalty: 3109.673096
	Iteration 11Q: 3 clusters Score -1359560 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1359666.750000 Penalty: 3109.673096
	Iteration 12Q: 3 clusters Score -1359667 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1359737.375000 Penalty: 3109.673096
	Iteration 13Q: 3 clusters Score -1359737 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1359775.375000 Penalty: 3109.673096
	Iteration 14Q: 3 clusters Score -1359775 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1359803.125000 Penalty: 3109.673096
	Iteration 15Q: 3 clusters Score -1359803 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1359824.625000 Penalty: 3109.673096
	Iteration 16Q: 3 clusters Score -1359825 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1359839.250000 Penalty: 3109.673096
	Iteration 17Q: 3 clusters Score -1359839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1359846.625000 Penalty: 3109.673096
	Iteration 18Q: 3 clusters Score -1359847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1359857.375000 Penalty: 3109.673096
	Iteration 19Q: 3 clusters Score -1359857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1359868.000000 Penalty: 3109.673096
	Iteration 20F: 3 clusters Score -1359868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1359873.125000 Penalty: 3109.673096
	Iteration 21Q: 3 clusters Score -1359873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1359876.250000 Penalty: 3109.673096
	Iteration 22Q: 3 clusters Score -1359876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1359882.375000 Penalty: 3109.673096
	Iteration 23Q: 3 clusters Score -1359882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1359885.875000 Penalty: 3109.673096
	Iteration 24Q: 3 clusters Score -1359886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1359892.750000 Penalty: 3109.673096
	Iteration 25Q: 3 clusters Score -1359893 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1359910.750000 Penalty: 3109.673096
	Iteration 26Q: 3 clusters Score -1359911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1359920.375000 Penalty: 3109.673096
	Iteration 27Q: 3 clusters Score -1359920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1359936.625000 Penalty: 3109.673096
	Iteration 28Q: 3 clusters Score -1359937 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1359942.125000 Penalty: 3109.673096
	Iteration 29Q: 3 clusters Score -1359942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1359947.750000 Penalty: 3109.673096
	Iteration 30Q: 3 clusters Score -1359948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1359957.000000 Penalty: 3109.673096
	Iteration 31Q: 3 clusters Score -1359957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1359966.375000 Penalty: 3109.673096
	Iteration 32Q: 3 clusters Score -1359966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1359972.375000 Penalty: 3109.673096
	Iteration 33Q: 3 clusters Score -1359972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1359973.875000 Penalty: 3109.673096
	Iteration 34Q: 3 clusters Score -1359974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1359981.625000 Penalty: 3109.673096
	Iteration 35Q: 3 clusters Score -1359982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1359986.875000 Penalty: 3109.673096
	Iteration 36Q: 3 clusters Score -1359987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1359991.125000 Penalty: 3109.673096
	Iteration 37Q: 3 clusters Score -1359991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1359995.375000 Penalty: 3109.673096
	Iteration 38Q: 3 clusters Score -1359995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1359997.375000 Penalty: 3109.673096
	Iteration 39Q: 3 clusters Score -1359997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1360000.625000 Penalty: 3109.673096
	Iteration 40F: 3 clusters Score -1360001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1360005.875000 Penalty: 3109.673096
	Iteration 41Q: 3 clusters Score -1360006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1360008.125000 Penalty: 3109.673096
	Iteration 42Q: 3 clusters Score -1360008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1360007.125000 Penalty: 3109.673096
	Iteration 43Q: 3 clusters Score -1360007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1360011.625000 Penalty: 3109.673096
	Iteration 44Q: 3 clusters Score -1360012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1360009.000000 Penalty: 3109.673096
	Iteration 45Q: 3 clusters Score -1360009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1360014.000000 Penalty: 3109.673096
	Iteration 46Q: 3 clusters Score -1360014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1360016.625000 Penalty: 3109.673096
	Iteration 47Q: 3 clusters Score -1360017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1360016.750000 Penalty: 3109.673096
	Iteration 48Q: 3 clusters Score -1360017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1360022.625000 Penalty: 3109.673096
	Iteration 49Q: 3 clusters Score -1360023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1360024.750000 Penalty: 3109.673096
	Iteration 50Q: 3 clusters Score -1360025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1360022.375000 Penalty: 3109.673096
	Iteration 51Q: 3 clusters Score -1360022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1360022.625000 Penalty: 3109.673096
	Iteration 52Q: 3 clusters Score -1360023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1360020.250000 Penalty: 3109.673096
	Iteration 53Q: 3 clusters Score -1360020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1360020.250000 Penalty: 3109.673096
	Iteration 54F: 3 clusters Score -1360020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -502517.875000 Penalty: 1393.604492
	Iteration 0F: 2 clusters Score -502517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -498325.781250 Penalty: 2787.208984
	Iteration 0F: 3 clusters Score -498325.8 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -499490.093750 Penalty: 2787.208984
	Iteration 1F: 3 clusters Score -499490.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -499635.500000 Penalty: 2787.208984
	Iteration 2F: 3 clusters Score -499635.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -499739.218750 Penalty: 2787.208984
	Iteration 3Q: 3 clusters Score -499739.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -499835.062500 Penalty: 2787.208984
	Iteration 4Q: 3 clusters Score -499835.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -499905.375000 Penalty: 2787.208984
	Iteration 5Q: 3 clusters Score -499905.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -499966.531250 Penalty: 2787.208984
	Iteration 6Q: 3 clusters Score -499966.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -500022.093750 Penalty: 2787.208984
	Iteration 7Q: 3 clusters Score -500022.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -500071.125000 Penalty: 2787.208984
	Iteration 8Q: 3 clusters Score -500071.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -500119.906250 Penalty: 2787.208984
	Iteration 9Q: 3 clusters Score -500119.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -500168.906250 Penalty: 2787.208984
	Iteration 10Q: 3 clusters Score -500168.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -500227.343750 Penalty: 2787.208984
	Iteration 11Q: 3 clusters Score -500227.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -500276.750000 Penalty: 2787.208984
	Iteration 12Q: 3 clusters Score -500276.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -500337.875000 Penalty: 2787.208984
	Iteration 13Q: 3 clusters Score -500337.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -500414.437500 Penalty: 2787.208984
	Iteration 14Q: 3 clusters Score -500414.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -500508.500000 Penalty: 2787.208984
	Iteration 15Q: 3 clusters Score -500508.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -500634.000000 Penalty: 2787.208984
	Iteration 16Q: 3 clusters Score -500634 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -500744.625000 Penalty: 2787.208984
	Iteration 17Q: 3 clusters Score -500744.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -500835.093750 Penalty: 2787.208984
	Iteration 18Q: 3 clusters Score -500835.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -500904.687500 Penalty: 2787.208984
	Iteration 19Q: 3 clusters Score -500904.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -500951.000000 Penalty: 2787.208984
	Iteration 20F: 3 clusters Score -500951 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -500995.968750 Penalty: 2787.208984
	Iteration 21Q: 3 clusters Score -500996 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -501034.125000 Penalty: 2787.208984
	Iteration 22Q: 3 clusters Score -501034.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -501080.968750 Penalty: 2787.208984
	Iteration 23Q: 3 clusters Score -501081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -501120.375000 Penalty: 2787.208984
	Iteration 24Q: 3 clusters Score -501120.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -501145.531250 Penalty: 2787.208984
	Iteration 25Q: 3 clusters Score -501145.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -501164.125000 Penalty: 2787.208984
	Iteration 26Q: 3 clusters Score -501164.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -501181.593750 Penalty: 2787.208984
	Iteration 27Q: 3 clusters Score -501181.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -501200.281250 Penalty: 2787.208984
	Iteration 28Q: 3 clusters Score -501200.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -501214.312500 Penalty: 2787.208984
	Iteration 29Q: 3 clusters Score -501214.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -501220.968750 Penalty: 2787.208984
	Iteration 30Q: 3 clusters Score -501221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -501225.875000 Penalty: 2787.208984
	Iteration 31Q: 3 clusters Score -501225.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -501229.968750 Penalty: 2787.208984
	Iteration 32Q: 3 clusters Score -501230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -501233.375000 Penalty: 2787.208984
	Iteration 33Q: 3 clusters Score -501233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -501234.312500 Penalty: 2787.208984
	Iteration 34Q: 3 clusters Score -501234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -501235.968750 Penalty: 2787.208984
	Iteration 35Q: 3 clusters Score -501236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -501237.843750 Penalty: 2787.208984
	Iteration 36Q: 3 clusters Score -501237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -501240.812500 Penalty: 2787.208984
	Iteration 37Q: 3 clusters Score -501240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -501241.562500 Penalty: 2787.208984
	Iteration 38Q: 3 clusters Score -501241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -501242.312500 Penalty: 2787.208984
	Iteration 39Q: 3 clusters Score -501242.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -501243.718750 Penalty: 2787.208984
	Iteration 40F: 3 clusters Score -501243.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -501244.687500 Penalty: 2787.208984
	Iteration 41Q: 3 clusters Score -501244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -501244.718750 Penalty: 2787.208984
	Iteration 42Q: 3 clusters Score -501244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -501244.812500 Penalty: 2787.208984
	Iteration 43Q: 3 clusters Score -501244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -501245.843750 Penalty: 2787.208984
	Iteration 44Q: 3 clusters Score -501245.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -501245.843750 Penalty: 2787.208984
	Iteration 45F: 3 clusters Score -501245.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (73476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Entering Unmasked Estep 
Score: -7034926.000000 Penalty: 1820.765991
	Iteration 0F: 2 clusters Score -7034926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -6985794.000000 Penalty: 3641.531982
	Iteration 0F: 3 clusters Score -6985794 nChanged 34819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -7005389.500000 Penalty: 3641.531982
	Iteration 1F: 3 clusters Score -7005390 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -7006008.500000 Penalty: 3641.531982
	Iteration 2Q: 3 clusters Score -7006008 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -7006787.500000 Penalty: 3641.531982
	Iteration 3Q: 3 clusters Score -7006788 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -7007949.000000 Penalty: 3641.531982
	Iteration 4Q: 3 clusters Score -7007949 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -7009474.500000 Penalty: 3641.531982
	Iteration 5Q: 3 clusters Score -7009474 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -7011963.000000 Penalty: 3641.531982
	Iteration 6F: 3 clusters Score -7011963 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -7015730.000000 Penalty: 3641.531982
	Iteration 7F: 3 clusters Score -7015730 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -7020798.000000 Penalty: 3641.531982
	Iteration 8F: 3 clusters Score -7020798 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -7025712.000000 Penalty: 3641.531982
	Iteration 9F: 3 clusters Score -7025712 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -7029380.000000 Penalty: 3641.531982
	Iteration 10F: 3 clusters Score -7029380 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -7031430.500000 Penalty: 3641.531982
	Iteration 11Q: 3 clusters Score -7031430 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -7032502.500000 Penalty: 3641.531982
	Iteration 12Q: 3 clusters Score -7032502 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -7032939.000000 Penalty: 3641.531982
	Iteration 13Q: 3 clusters Score -7032939 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 72965 members 
Entering Unmasked Estep 
Score: -7033114.000000 Penalty: 3641.531982
	Iteration 14Q: 3 clusters Score -7033114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -7033180.500000 Penalty: 3641.531982
	Iteration 15Q: 3 clusters Score -7033180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -7033247.000000 Penalty: 3641.531982
	Iteration 16Q: 3 clusters Score -7033247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -7033297.000000 Penalty: 3641.531982
	Iteration 17Q: 3 clusters Score -7033297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -7033312.500000 Penalty: 3641.531982
	Iteration 18Q: 3 clusters Score -7033312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 73166 members 
Entering Unmasked Estep 
Score: -7033341.000000 Penalty: 3641.531982
	Iteration 19Q: 3 clusters Score -7033341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 73175 members 
Entering Unmasked Estep 
Score: -7033353.000000 Penalty: 3641.531982
	Iteration 20F: 3 clusters Score -7033353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -7033358.500000 Penalty: 3641.531982
	Iteration 21Q: 3 clusters Score -7033358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -7033359.000000 Penalty: 3641.531982
	Iteration 22Q: 3 clusters Score -7033359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 73186 members 
Entering Unmasked Estep 
Score: -7033361.500000 Penalty: 3641.531982
	Iteration 23Q: 3 clusters Score -7033362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -7033371.500000 Penalty: 3641.531982
	Iteration 24Q: 3 clusters Score -7033372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -7033369.500000 Penalty: 3641.531982
	Iteration 25Q: 3 clusters Score -7033370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -7033369.500000 Penalty: 3641.531982
	Iteration 26F: 3 clusters Score -7033370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20923 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44114 members 
Mstep: Class 8 contains 18689 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23506 members 
Mstep: Class 20 contains 16925 members 
Mstep: Class 21 contains 24677 members 
Mstep: Class 22 contains 42468 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 73476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836716.000000 Penalty: 53151.980469
Iteration 199Q: 26 clusters Score -4.483672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20924 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44114 members 
Mstep: Class 8 contains 18688 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12001 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23517 members 
Mstep: Class 20 contains 16927 members 
Mstep: Class 21 contains 24677 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836740.000000 Penalty: 53151.980469
Iteration 200F: 26 clusters Score -4.483674e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20925 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44114 members 
Mstep: Class 8 contains 18686 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12002 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23536 members 
Mstep: Class 20 contains 16925 members 
Mstep: Class 21 contains 24678 members 
Mstep: Class 22 contains 42468 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836736.000000 Penalty: 53151.980469
Iteration 201Q: 26 clusters Score -4.483674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20927 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44113 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23549 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 24680 members 
Mstep: Class 22 contains 42468 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836720.000000 Penalty: 53151.980469
Iteration 202Q: 26 clusters Score -4.483672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20930 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44112 members 
Mstep: Class 8 contains 18686 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23561 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 24683 members 
Mstep: Class 22 contains 42467 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836728.000000 Penalty: 53151.980469
Iteration 203Q: 26 clusters Score -4.483673e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44114 members 
Mstep: Class 8 contains 18686 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23579 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 24685 members 
Mstep: Class 22 contains 42466 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836728.000000 Penalty: 53151.980469
Iteration 204Q: 26 clusters Score -4.483673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20938 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44115 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12001 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23595 members 
Mstep: Class 20 contains 16925 members 
Mstep: Class 21 contains 24685 members 
Mstep: Class 22 contains 42466 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 73368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836740.000000 Penalty: 53151.980469
Iteration 205Q: 26 clusters Score -4.483674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20946 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44115 members 
Mstep: Class 8 contains 18683 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12001 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23610 members 
Mstep: Class 20 contains 16924 members 
Mstep: Class 21 contains 24686 members 
Mstep: Class 22 contains 42465 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 73347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836756.000000 Penalty: 53151.980469
Iteration 206Q: 26 clusters Score -4.483676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20951 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44116 members 
Mstep: Class 8 contains 18683 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23617 members 
Mstep: Class 20 contains 16925 members 
Mstep: Class 21 contains 24687 members 
Mstep: Class 22 contains 42464 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 73331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836704.000000 Penalty: 53151.980469
Iteration 207Q: 26 clusters Score -4.48367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20953 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44116 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12007 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23625 members 
Mstep: Class 20 contains 16925 members 
Mstep: Class 21 contains 24687 members 
Mstep: Class 22 contains 42466 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 73316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836680.000000 Penalty: 53151.980469
Iteration 208Q: 26 clusters Score -4.483668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20955 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44117 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12010 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23634 members 
Mstep: Class 20 contains 16924 members 
Mstep: Class 21 contains 24687 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 73301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836700.000000 Penalty: 53151.980469
Iteration 209Q: 26 clusters Score -4.48367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20957 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44117 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12011 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23642 members 
Mstep: Class 20 contains 16923 members 
Mstep: Class 21 contains 24687 members 
Mstep: Class 22 contains 42468 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 73291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836708.000000 Penalty: 53151.980469
Iteration 210Q: 26 clusters Score -4.483671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20961 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44117 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12013 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23649 members 
Mstep: Class 20 contains 16923 members 
Mstep: Class 21 contains 24687 members 
Mstep: Class 22 contains 42468 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 73277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836696.000000 Penalty: 53151.980469
Iteration 211Q: 26 clusters Score -4.48367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20963 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44116 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12013 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23659 members 
Mstep: Class 20 contains 16925 members 
Mstep: Class 21 contains 24687 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 73263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836684.000000 Penalty: 53151.980469
Iteration 212Q: 26 clusters Score -4.483668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20966 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44116 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12014 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23671 members 
Mstep: Class 20 contains 16923 members 
Mstep: Class 21 contains 24687 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 73249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836704.000000 Penalty: 53151.980469
Iteration 213Q: 26 clusters Score -4.48367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20967 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44116 members 
Mstep: Class 8 contains 18686 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23675 members 
Mstep: Class 20 contains 16925 members 
Mstep: Class 21 contains 24687 members 
Mstep: Class 22 contains 42470 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 73238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836732.000000 Penalty: 53151.980469
Iteration 214Q: 26 clusters Score -4.483673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 20969 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44117 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23681 members 
Mstep: Class 20 contains 16924 members 
Mstep: Class 21 contains 24688 members 
Mstep: Class 22 contains 42471 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 73226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836720.000000 Penalty: 53151.980469
Iteration 215Q: 26 clusters Score -4.483672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 20971 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44117 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23685 members 
Mstep: Class 20 contains 16925 members 
Mstep: Class 21 contains 24688 members 
Mstep: Class 22 contains 42472 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836708.000000 Penalty: 53151.980469
Iteration 216Q: 26 clusters Score -4.483671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20976 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44117 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13381 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23688 members 
Mstep: Class 20 contains 16924 members 
Mstep: Class 21 contains 24689 members 
Mstep: Class 22 contains 42472 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836704.000000 Penalty: 53151.980469
Iteration 217Q: 26 clusters Score -4.48367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20981 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44115 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23690 members 
Mstep: Class 20 contains 16924 members 
Mstep: Class 21 contains 24689 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836716.000000 Penalty: 53151.980469
Iteration 218Q: 26 clusters Score -4.483672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20983 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44113 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23693 members 
Mstep: Class 20 contains 16925 members 
Mstep: Class 21 contains 24689 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836704.000000 Penalty: 53151.980469
Iteration 219Q: 26 clusters Score -4.48367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20988 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44112 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23695 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 24689 members 
Mstep: Class 22 contains 42473 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836688.000000 Penalty: 53151.980469
Iteration 220F: 26 clusters Score -4.483669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 20990 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44111 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23696 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 24689 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836692.000000 Penalty: 53151.980469
Iteration 221Q: 26 clusters Score -4.483669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20992 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44111 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23696 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 24689 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836700.000000 Penalty: 53151.980469
Iteration 222Q: 26 clusters Score -4.48367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20994 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44111 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23696 members 
Mstep: Class 20 contains 16927 members 
Mstep: Class 21 contains 24689 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836692.000000 Penalty: 53151.980469
Iteration 223Q: 26 clusters Score -4.483669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20994 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44111 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23696 members 
Mstep: Class 20 contains 16927 members 
Mstep: Class 21 contains 24689 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44836692.000000 Penalty: 53151.980469
Iteration 224F: 26 clusters Score -4.483669e+07 nChanged 0
Entering ConstructFrom: 
Score: -44836692.000000 Penalty: 53151.980469
Entering ConstructFrom: 
Trying to split cluster 1 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -122439.867188 Penalty: 1176.838379
	Iteration 0F: 2 clusters Score -122439.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -120912.445312 Penalty: 2353.676758
	Iteration 0F: 3 clusters Score -120912.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121690.617188 Penalty: 2353.676758
	Iteration 1F: 3 clusters Score -121690.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -122003.265625 Penalty: 2353.676758
	Iteration 2F: 3 clusters Score -122003.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -122199.523438 Penalty: 2353.676758
	Iteration 3F: 3 clusters Score -122199.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -122300.039062 Penalty: 2353.676758
	Iteration 4F: 3 clusters Score -122300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -122368.171875 Penalty: 2353.676758
	Iteration 5Q: 3 clusters Score -122368.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -122416.273438 Penalty: 2353.676758
	Iteration 6Q: 3 clusters Score -122416.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -122436.179688 Penalty: 2353.676758
	Iteration 7Q: 3 clusters Score -122436.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -122441.726562 Penalty: 2353.676758
	Iteration 8Q: 3 clusters Score -122441.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -122444.656250 Penalty: 2353.676758
	Iteration 9Q: 3 clusters Score -122444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -122448.023438 Penalty: 2353.676758
	Iteration 10Q: 3 clusters Score -122448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -122449.320312 Penalty: 2353.676758
	Iteration 11Q: 3 clusters Score -122449.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -122450.031250 Penalty: 2353.676758
	Iteration 12Q: 3 clusters Score -122450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -122451.093750 Penalty: 2353.676758
	Iteration 13Q: 3 clusters Score -122451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -122452.992188 Penalty: 2353.676758
	Iteration 14Q: 3 clusters Score -122453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -122454.523438 Penalty: 2353.676758
	Iteration 15Q: 3 clusters Score -122454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -122456.687500 Penalty: 2353.676758
	Iteration 16Q: 3 clusters Score -122456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -122461.757812 Penalty: 2353.676758
	Iteration 17Q: 3 clusters Score -122461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -122465.804688 Penalty: 2353.676758
	Iteration 18Q: 3 clusters Score -122465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -122466.640625 Penalty: 2353.676758
	Iteration 19Q: 3 clusters Score -122466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -122470.109375 Penalty: 2353.676758
	Iteration 20F: 3 clusters Score -122470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -122470.976562 Penalty: 2353.676758
	Iteration 21Q: 3 clusters Score -122471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -122471.570312 Penalty: 2353.676758
	Iteration 22Q: 3 clusters Score -122471.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -122471.570312 Penalty: 2353.676758
	Iteration 23F: 3 clusters Score -122471.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20994 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44111 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23696 members 
Mstep: Class 20 contains 16927 members 
Mstep: Class 21 contains 24689 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 14303 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73180 members 
Mstep: Class 26 contains 144 members 
Entering Unmasked Estep 
Score: -44835752.000000 Penalty: 55278.062500
Splitting cluster 1 changes total score from -44836692.000000 to -44835752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -282233.750000 Penalty: 1317.063354
	Iteration 0F: 2 clusters Score -282233.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -279338.437500 Penalty: 2634.126709
	Iteration 0F: 3 clusters Score -279338.4 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -280179.062500 Penalty: 2634.126709
	Iteration 1F: 3 clusters Score -280179.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -280436.343750 Penalty: 2634.126709
	Iteration 2F: 3 clusters Score -280436.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -280677.468750 Penalty: 2634.126709
	Iteration 3F: 3 clusters Score -280677.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -280915.031250 Penalty: 2634.126709
	Iteration 4F: 3 clusters Score -280915 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -281114.562500 Penalty: 2634.126709
	Iteration 5F: 3 clusters Score -281114.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -281276.375000 Penalty: 2634.126709
	Iteration 6F: 3 clusters Score -281276.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -281403.625000 Penalty: 2634.126709
	Iteration 7Q: 3 clusters Score -281403.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -281492.531250 Penalty: 2634.126709
	Iteration 8Q: 3 clusters Score -281492.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -281551.062500 Penalty: 2634.126709
	Iteration 9Q: 3 clusters Score -281551.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -281591.781250 Penalty: 2634.126709
	Iteration 10Q: 3 clusters Score -281591.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -281634.312500 Penalty: 2634.126709
	Iteration 11Q: 3 clusters Score -281634.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -281669.687500 Penalty: 2634.126709
	Iteration 12Q: 3 clusters Score -281669.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -281692.625000 Penalty: 2634.126709
	Iteration 13Q: 3 clusters Score -281692.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -281721.875000 Penalty: 2634.126709
	Iteration 14Q: 3 clusters Score -281721.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -281750.062500 Penalty: 2634.126709
	Iteration 15Q: 3 clusters Score -281750.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -281764.750000 Penalty: 2634.126709
	Iteration 16Q: 3 clusters Score -281764.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -281776.250000 Penalty: 2634.126709
	Iteration 17Q: 3 clusters Score -281776.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -281798.218750 Penalty: 2634.126709
	Iteration 18Q: 3 clusters Score -281798.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -281816.718750 Penalty: 2634.126709
	Iteration 19Q: 3 clusters Score -281816.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -281828.000000 Penalty: 2634.126709
	Iteration 20F: 3 clusters Score -281828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -281833.218750 Penalty: 2634.126709
	Iteration 21Q: 3 clusters Score -281833.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -281839.968750 Penalty: 2634.126709
	Iteration 22Q: 3 clusters Score -281840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -281843.375000 Penalty: 2634.126709
	Iteration 23Q: 3 clusters Score -281843.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -281845.906250 Penalty: 2634.126709
	Iteration 24Q: 3 clusters Score -281845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -281847.781250 Penalty: 2634.126709
	Iteration 25Q: 3 clusters Score -281847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -281849.562500 Penalty: 2634.126709
	Iteration 26Q: 3 clusters Score -281849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -281852.343750 Penalty: 2634.126709
	Iteration 27Q: 3 clusters Score -281852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -281855.093750 Penalty: 2634.126709
	Iteration 28Q: 3 clusters Score -281855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -281856.687500 Penalty: 2634.126709
	Iteration 29Q: 3 clusters Score -281856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -281857.062500 Penalty: 2634.126709
	Iteration 30Q: 3 clusters Score -281857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -281857.062500 Penalty: 2634.126709
	Iteration 31F: 3 clusters Score -281857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Entering Unmasked Estep 
Score: -2031846.125000 Penalty: 1617.198730
	Iteration 0F: 2 clusters Score -2031846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2017466.750000 Penalty: 3234.397461
	Iteration 0F: 3 clusters Score -2017467 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2022744.500000 Penalty: 3234.397461
	Iteration 1F: 3 clusters Score -2022744 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2022990.500000 Penalty: 3234.397461
	Iteration 2Q: 3 clusters Score -2022990 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2023212.625000 Penalty: 3234.397461
	Iteration 3Q: 3 clusters Score -2023213 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2023420.750000 Penalty: 3234.397461
	Iteration 4Q: 3 clusters Score -2023421 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2023648.750000 Penalty: 3234.397461
	Iteration 5Q: 3 clusters Score -2023649 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2023893.125000 Penalty: 3234.397461
	Iteration 6Q: 3 clusters Score -2023893 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2024171.125000 Penalty: 3234.397461
	Iteration 7Q: 3 clusters Score -2024171 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2024518.625000 Penalty: 3234.397461
	Iteration 8Q: 3 clusters Score -2024519 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2025012.125000 Penalty: 3234.397461
	Iteration 9Q: 3 clusters Score -2025012 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2025735.125000 Penalty: 3234.397461
	Iteration 10Q: 3 clusters Score -2025735 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2026529.375000 Penalty: 3234.397461
	Iteration 11F: 3 clusters Score -2026529 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2027206.500000 Penalty: 3234.397461
	Iteration 12Q: 3 clusters Score -2027206 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2027700.500000 Penalty: 3234.397461
	Iteration 13Q: 3 clusters Score -2027700 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2028008.250000 Penalty: 3234.397461
	Iteration 14Q: 3 clusters Score -2028008 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2028197.000000 Penalty: 3234.397461
	Iteration 15Q: 3 clusters Score -2028197 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2028351.125000 Penalty: 3234.397461
	Iteration 16Q: 3 clusters Score -2028351 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2028503.000000 Penalty: 3234.397461
	Iteration 17Q: 3 clusters Score -2028503 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2028658.500000 Penalty: 3234.397461
	Iteration 18Q: 3 clusters Score -2028658 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2028823.250000 Penalty: 3234.397461
	Iteration 19Q: 3 clusters Score -2028823 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2028983.375000 Penalty: 3234.397461
	Iteration 20F: 3 clusters Score -2028983 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2029156.000000 Penalty: 3234.397461
	Iteration 21Q: 3 clusters Score -2029156 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2029322.875000 Penalty: 3234.397461
	Iteration 22Q: 3 clusters Score -2029323 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2029462.750000 Penalty: 3234.397461
	Iteration 23Q: 3 clusters Score -2029463 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2029607.625000 Penalty: 3234.397461
	Iteration 24Q: 3 clusters Score -2029608 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2029738.500000 Penalty: 3234.397461
	Iteration 25Q: 3 clusters Score -2029738 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2029839.375000 Penalty: 3234.397461
	Iteration 26Q: 3 clusters Score -2029839 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2029921.875000 Penalty: 3234.397461
	Iteration 27Q: 3 clusters Score -2029922 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2029989.000000 Penalty: 3234.397461
	Iteration 28Q: 3 clusters Score -2029989 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2030051.625000 Penalty: 3234.397461
	Iteration 29Q: 3 clusters Score -2030052 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2030118.750000 Penalty: 3234.397461
	Iteration 30Q: 3 clusters Score -2030119 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2030170.500000 Penalty: 3234.397461
	Iteration 31Q: 3 clusters Score -2030170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2030209.375000 Penalty: 3234.397461
	Iteration 32Q: 3 clusters Score -2030209 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2030248.625000 Penalty: 3234.397461
	Iteration 33Q: 3 clusters Score -2030249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2030277.875000 Penalty: 3234.397461
	Iteration 34Q: 3 clusters Score -2030278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2030314.750000 Penalty: 3234.397461
	Iteration 35Q: 3 clusters Score -2030315 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2030346.000000 Penalty: 3234.397461
	Iteration 36Q: 3 clusters Score -2030346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2030364.750000 Penalty: 3234.397461
	Iteration 37Q: 3 clusters Score -2030365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2030377.000000 Penalty: 3234.397461
	Iteration 38Q: 3 clusters Score -2030377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2030389.250000 Penalty: 3234.397461
	Iteration 39Q: 3 clusters Score -2030389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2030402.375000 Penalty: 3234.397461
	Iteration 40F: 3 clusters Score -2030402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2030412.500000 Penalty: 3234.397461
	Iteration 41Q: 3 clusters Score -2030412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2030416.375000 Penalty: 3234.397461
	Iteration 42Q: 3 clusters Score -2030416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2030422.375000 Penalty: 3234.397461
	Iteration 43Q: 3 clusters Score -2030422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2030428.625000 Penalty: 3234.397461
	Iteration 44Q: 3 clusters Score -2030429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2030438.000000 Penalty: 3234.397461
	Iteration 45Q: 3 clusters Score -2030438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2030444.875000 Penalty: 3234.397461
	Iteration 46Q: 3 clusters Score -2030445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2030451.750000 Penalty: 3234.397461
	Iteration 47Q: 3 clusters Score -2030452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2030459.000000 Penalty: 3234.397461
	Iteration 48Q: 3 clusters Score -2030459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2030468.000000 Penalty: 3234.397461
	Iteration 49Q: 3 clusters Score -2030468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2030476.625000 Penalty: 3234.397461
	Iteration 50Q: 3 clusters Score -2030477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2030486.500000 Penalty: 3234.397461
	Iteration 51Q: 3 clusters Score -2030486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2030494.375000 Penalty: 3234.397461
	Iteration 52Q: 3 clusters Score -2030494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2030493.625000 Penalty: 3234.397461
	Iteration 53Q: 3 clusters Score -2030494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2030496.500000 Penalty: 3234.397461
	Iteration 54Q: 3 clusters Score -2030496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2030496.375000 Penalty: 3234.397461
	Iteration 55Q: 3 clusters Score -2030496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2030498.500000 Penalty: 3234.397461
	Iteration 56Q: 3 clusters Score -2030498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2030497.000000 Penalty: 3234.397461
	Iteration 57Q: 3 clusters Score -2030497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2030497.000000 Penalty: 3234.397461
	Iteration 58F: 3 clusters Score -2030497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Entering Unmasked Estep 
Score: -358733.250000 Penalty: 1354.000122
	Iteration 0F: 2 clusters Score -358733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -355336.843750 Penalty: 2708.000244
	Iteration 0F: 3 clusters Score -355336.8 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -356318.468750 Penalty: 2708.000244
	Iteration 1F: 3 clusters Score -356318.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -356560.593750 Penalty: 2708.000244
	Iteration 2F: 3 clusters Score -356560.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -356743.718750 Penalty: 2708.000244
	Iteration 3F: 3 clusters Score -356743.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -356876.406250 Penalty: 2708.000244
	Iteration 4Q: 3 clusters Score -356876.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -356983.562500 Penalty: 2708.000244
	Iteration 5Q: 3 clusters Score -356983.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -357091.562500 Penalty: 2708.000244
	Iteration 6Q: 3 clusters Score -357091.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -357184.593750 Penalty: 2708.000244
	Iteration 7Q: 3 clusters Score -357184.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -357253.968750 Penalty: 2708.000244
	Iteration 8Q: 3 clusters Score -357254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -357299.968750 Penalty: 2708.000244
	Iteration 9Q: 3 clusters Score -357300 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -357341.312500 Penalty: 2708.000244
	Iteration 10Q: 3 clusters Score -357341.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -357377.437500 Penalty: 2708.000244
	Iteration 11Q: 3 clusters Score -357377.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -357410.343750 Penalty: 2708.000244
	Iteration 12Q: 3 clusters Score -357410.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -357430.781250 Penalty: 2708.000244
	Iteration 13Q: 3 clusters Score -357430.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -357447.968750 Penalty: 2708.000244
	Iteration 14Q: 3 clusters Score -357448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -357465.906250 Penalty: 2708.000244
	Iteration 15Q: 3 clusters Score -357465.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -357481.031250 Penalty: 2708.000244
	Iteration 16Q: 3 clusters Score -357481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -357496.031250 Penalty: 2708.000244
	Iteration 17Q: 3 clusters Score -357496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -357510.312500 Penalty: 2708.000244
	Iteration 18Q: 3 clusters Score -357510.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -357529.312500 Penalty: 2708.000244
	Iteration 19Q: 3 clusters Score -357529.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -357543.468750 Penalty: 2708.000244
	Iteration 20F: 3 clusters Score -357543.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -357549.687500 Penalty: 2708.000244
	Iteration 21Q: 3 clusters Score -357549.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -357554.562500 Penalty: 2708.000244
	Iteration 22Q: 3 clusters Score -357554.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -357557.406250 Penalty: 2708.000244
	Iteration 23Q: 3 clusters Score -357557.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -357560.281250 Penalty: 2708.000244
	Iteration 24Q: 3 clusters Score -357560.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -357562.812500 Penalty: 2708.000244
	Iteration 25Q: 3 clusters Score -357562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -357563.625000 Penalty: 2708.000244
	Iteration 26Q: 3 clusters Score -357563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -357565.562500 Penalty: 2708.000244
	Iteration 27Q: 3 clusters Score -357565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -357565.750000 Penalty: 2708.000244
	Iteration 28Q: 3 clusters Score -357565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -357565.250000 Penalty: 2708.000244
	Iteration 29Q: 3 clusters Score -357565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -357565.812500 Penalty: 2708.000244
	Iteration 30Q: 3 clusters Score -357565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -357565.812500 Penalty: 2708.000244
	Iteration 31F: 3 clusters Score -357565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -523737.093750 Penalty: 1399.413452
	Iteration 0F: 2 clusters Score -523737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -519462.343750 Penalty: 2798.826904
	Iteration 0F: 3 clusters Score -519462.3 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -520641.156250 Penalty: 2798.826904
	Iteration 1F: 3 clusters Score -520641.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -520839.218750 Penalty: 2798.826904
	Iteration 2F: 3 clusters Score -520839.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -520990.000000 Penalty: 2798.826904
	Iteration 3F: 3 clusters Score -520990 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -521102.312500 Penalty: 2798.826904
	Iteration 4Q: 3 clusters Score -521102.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -521186.281250 Penalty: 2798.826904
	Iteration 5Q: 3 clusters Score -521186.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -521264.468750 Penalty: 2798.826904
	Iteration 6Q: 3 clusters Score -521264.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -521348.125000 Penalty: 2798.826904
	Iteration 7Q: 3 clusters Score -521348.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -521434.562500 Penalty: 2798.826904
	Iteration 8Q: 3 clusters Score -521434.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -521514.375000 Penalty: 2798.826904
	Iteration 9Q: 3 clusters Score -521514.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -521628.406250 Penalty: 2798.826904
	Iteration 10Q: 3 clusters Score -521628.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -521733.218750 Penalty: 2798.826904
	Iteration 11Q: 3 clusters Score -521733.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -521840.343750 Penalty: 2798.826904
	Iteration 12Q: 3 clusters Score -521840.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -521936.031250 Penalty: 2798.826904
	Iteration 13Q: 3 clusters Score -521936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -522022.500000 Penalty: 2798.826904
	Iteration 14Q: 3 clusters Score -522022.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -522105.625000 Penalty: 2798.826904
	Iteration 15Q: 3 clusters Score -522105.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -522186.250000 Penalty: 2798.826904
	Iteration 16Q: 3 clusters Score -522186.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -522258.062500 Penalty: 2798.826904
	Iteration 17Q: 3 clusters Score -522258.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -522320.406250 Penalty: 2798.826904
	Iteration 18Q: 3 clusters Score -522320.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -522369.343750 Penalty: 2798.826904
	Iteration 19Q: 3 clusters Score -522369.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -522423.500000 Penalty: 2798.826904
	Iteration 20F: 3 clusters Score -522423.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -522472.812500 Penalty: 2798.826904
	Iteration 21Q: 3 clusters Score -522472.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -522511.312500 Penalty: 2798.826904
	Iteration 22Q: 3 clusters Score -522511.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -522538.375000 Penalty: 2798.826904
	Iteration 23Q: 3 clusters Score -522538.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -522560.750000 Penalty: 2798.826904
	Iteration 24Q: 3 clusters Score -522560.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -522577.750000 Penalty: 2798.826904
	Iteration 25Q: 3 clusters Score -522577.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -522590.375000 Penalty: 2798.826904
	Iteration 26Q: 3 clusters Score -522590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -522595.937500 Penalty: 2798.826904
	Iteration 27Q: 3 clusters Score -522595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -522602.062500 Penalty: 2798.826904
	Iteration 28Q: 3 clusters Score -522602.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -522609.468750 Penalty: 2798.826904
	Iteration 29Q: 3 clusters Score -522609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -522610.437500 Penalty: 2798.826904
	Iteration 30Q: 3 clusters Score -522610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -522613.312500 Penalty: 2798.826904
	Iteration 31Q: 3 clusters Score -522613.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -522615.906250 Penalty: 2798.826904
	Iteration 32Q: 3 clusters Score -522615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -522615.906250 Penalty: 2798.826904
	Iteration 33F: 3 clusters Score -522615.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -289600.062500 Penalty: 1307.824219
	Iteration 0F: 2 clusters Score -289600.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -286815.125000 Penalty: 2615.648438
	Iteration 0F: 3 clusters Score -286815.1 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -287495.437500 Penalty: 2615.648438
	Iteration 1F: 3 clusters Score -287495.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -287626.031250 Penalty: 2615.648438
	Iteration 2F: 3 clusters Score -287626 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -287759.343750 Penalty: 2615.648438
	Iteration 3Q: 3 clusters Score -287759.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -287896.781250 Penalty: 2615.648438
	Iteration 4Q: 3 clusters Score -287896.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -288099.437500 Penalty: 2615.648438
	Iteration 5F: 3 clusters Score -288099.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -288284.812500 Penalty: 2615.648438
	Iteration 6F: 3 clusters Score -288284.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -288476.500000 Penalty: 2615.648438
	Iteration 7F: 3 clusters Score -288476.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -288623.093750 Penalty: 2615.648438
	Iteration 8Q: 3 clusters Score -288623.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -288748.000000 Penalty: 2615.648438
	Iteration 9Q: 3 clusters Score -288748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -288831.906250 Penalty: 2615.648438
	Iteration 10Q: 3 clusters Score -288831.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -288889.312500 Penalty: 2615.648438
	Iteration 11Q: 3 clusters Score -288889.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -288928.375000 Penalty: 2615.648438
	Iteration 12Q: 3 clusters Score -288928.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -288957.031250 Penalty: 2615.648438
	Iteration 13Q: 3 clusters Score -288957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -288981.062500 Penalty: 2615.648438
	Iteration 14Q: 3 clusters Score -288981.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -289009.062500 Penalty: 2615.648438
	Iteration 15Q: 3 clusters Score -289009.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -289039.031250 Penalty: 2615.648438
	Iteration 16Q: 3 clusters Score -289039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -289066.843750 Penalty: 2615.648438
	Iteration 17Q: 3 clusters Score -289066.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -289086.281250 Penalty: 2615.648438
	Iteration 18Q: 3 clusters Score -289086.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -289100.656250 Penalty: 2615.648438
	Iteration 19Q: 3 clusters Score -289100.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -289116.468750 Penalty: 2615.648438
	Iteration 20F: 3 clusters Score -289116.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -289132.968750 Penalty: 2615.648438
	Iteration 21Q: 3 clusters Score -289133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -289143.218750 Penalty: 2615.648438
	Iteration 22Q: 3 clusters Score -289143.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -289156.187500 Penalty: 2615.648438
	Iteration 23Q: 3 clusters Score -289156.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -289163.562500 Penalty: 2615.648438
	Iteration 24Q: 3 clusters Score -289163.6 nChanged 20
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: -289173.875000 Penalty: 2615.648438
	Iteration 25Q: 3 clusters Score -289173.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -289178.781250 Penalty: 2615.648438
	Iteration 26Q: 3 clusters Score -289178.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -289183.468750 Penalty: 2615.648438
	Iteration 27Q: 3 clusters Score -289183.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -289187.781250 Penalty: 2615.648438
	Iteration 28Q: 3 clusters Score -289187.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -289189.625000 Penalty: 2615.648438
	Iteration 29Q: 3 clusters Score -289189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -289190.937500 Penalty: 2615.648438
	Iteration 30Q: 3 clusters Score -289190.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -289192.437500 Penalty: 2615.648438
	Iteration 31Q: 3 clusters Score -289192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -289193.531250 Penalty: 2615.648438
	Iteration 32Q: 3 clusters Score -289193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -289193.625000 Penalty: 2615.648438
	Iteration 33Q: 3 clusters Score -289193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -289195.093750 Penalty: 2615.648438
	Iteration 34Q: 3 clusters Score -289195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -289194.750000 Penalty: 2615.648438
	Iteration 35Q: 3 clusters Score -289194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -289195.156250 Penalty: 2615.648438
	Iteration 36Q: 3 clusters Score -289195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -289195.156250 Penalty: 2615.648438
	Iteration 37F: 3 clusters Score -289195.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Entering Unmasked Estep 
Score: -4265679.500000 Penalty: 1737.850464
	Iteration 0F: 2 clusters Score -4265680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -4236132.000000 Penalty: 3475.700928
	Iteration 0F: 3 clusters Score -4236132 nChanged 20558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -4247544.500000 Penalty: 3475.700928
	Iteration 1F: 3 clusters Score -4247544 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -4248045.500000 Penalty: 3475.700928
	Iteration 2Q: 3 clusters Score -4248046 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4248662.000000 Penalty: 3475.700928
	Iteration 3Q: 3 clusters Score -4248662 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -4249478.000000 Penalty: 3475.700928
	Iteration 4Q: 3 clusters Score -4249478 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4250755.000000 Penalty: 3475.700928
	Iteration 5F: 3 clusters Score -4250755 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -4252592.000000 Penalty: 3475.700928
	Iteration 6F: 3 clusters Score -4252592 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -4254870.500000 Penalty: 3475.700928
	Iteration 7F: 3 clusters Score -4254870 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -4257393.000000 Penalty: 3475.700928
	Iteration 8F: 3 clusters Score -4257393 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -4259715.000000 Penalty: 3475.700928
	Iteration 9F: 3 clusters Score -4259715 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4261487.000000 Penalty: 3475.700928
	Iteration 10Q: 3 clusters Score -4261487 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4262714.500000 Penalty: 3475.700928
	Iteration 11Q: 3 clusters Score -4262714 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4263395.000000 Penalty: 3475.700928
	Iteration 12Q: 3 clusters Score -4263395 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4263735.500000 Penalty: 3475.700928
	Iteration 13Q: 3 clusters Score -4263736 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4263933.000000 Penalty: 3475.700928
	Iteration 14Q: 3 clusters Score -4263933 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4264031.000000 Penalty: 3475.700928
	Iteration 15Q: 3 clusters Score -4264031 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4264097.500000 Penalty: 3475.700928
	Iteration 16Q: 3 clusters Score -4264098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4264127.000000 Penalty: 3475.700928
	Iteration 17Q: 3 clusters Score -4264127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4264142.000000 Penalty: 3475.700928
	Iteration 18Q: 3 clusters Score -4264142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4264161.500000 Penalty: 3475.700928
	Iteration 19Q: 3 clusters Score -4264162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4264170.000000 Penalty: 3475.700928
	Iteration 20F: 3 clusters Score -4264170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4264176.000000 Penalty: 3475.700928
	Iteration 21Q: 3 clusters Score -4264176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4264182.000000 Penalty: 3475.700928
	Iteration 22Q: 3 clusters Score -4264182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4264185.500000 Penalty: 3475.700928
	Iteration 23Q: 3 clusters Score -4264186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4264185.500000 Penalty: 3475.700928
	Iteration 24Q: 3 clusters Score -4264186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4264190.500000 Penalty: 3475.700928
	Iteration 25Q: 3 clusters Score -4264190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4264198.500000 Penalty: 3475.700928
	Iteration 26Q: 3 clusters Score -4264198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4264206.000000 Penalty: 3475.700928
	Iteration 27Q: 3 clusters Score -4264206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4264209.500000 Penalty: 3475.700928
	Iteration 28Q: 3 clusters Score -4264210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4264209.000000 Penalty: 3475.700928
	Iteration 29Q: 3 clusters Score -4264209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4264209.000000 Penalty: 3475.700928
	Iteration 30F: 3 clusters Score -4264209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Entering Unmasked Estep 
Score: -1752142.625000 Penalty: 1598.256104
	Iteration 0F: 2 clusters Score -1752143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1739385.375000 Penalty: 3196.512207
	Iteration 0F: 3 clusters Score -1739385 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1743862.750000 Penalty: 3196.512207
	Iteration 1F: 3 clusters Score -1743863 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1744159.125000 Penalty: 3196.512207
	Iteration 2Q: 3 clusters Score -1744159 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1744464.875000 Penalty: 3196.512207
	Iteration 3Q: 3 clusters Score -1744465 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1744797.875000 Penalty: 3196.512207
	Iteration 4Q: 3 clusters Score -1744798 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1745218.125000 Penalty: 3196.512207
	Iteration 5F: 3 clusters Score -1745218 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1745764.625000 Penalty: 3196.512207
	Iteration 6F: 3 clusters Score -1745765 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1746425.750000 Penalty: 3196.512207
	Iteration 7F: 3 clusters Score -1746426 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1747245.875000 Penalty: 3196.512207
	Iteration 8F: 3 clusters Score -1747246 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1748199.625000 Penalty: 3196.512207
	Iteration 9F: 3 clusters Score -1748200 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1749081.625000 Penalty: 3196.512207
	Iteration 10F: 3 clusters Score -1749082 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1749770.000000 Penalty: 3196.512207
	Iteration 11Q: 3 clusters Score -1749770 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1750211.500000 Penalty: 3196.512207
	Iteration 12Q: 3 clusters Score -1750212 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1750453.750000 Penalty: 3196.512207
	Iteration 13Q: 3 clusters Score -1750454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -1750566.625000 Penalty: 3196.512207
	Iteration 14Q: 3 clusters Score -1750567 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -1750631.250000 Penalty: 3196.512207
	Iteration 15Q: 3 clusters Score -1750631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1750656.000000 Penalty: 3196.512207
	Iteration 16Q: 3 clusters Score -1750656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1750676.750000 Penalty: 3196.512207
	Iteration 17Q: 3 clusters Score -1750677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -1750690.875000 Penalty: 3196.512207
	Iteration 18Q: 3 clusters Score -1750691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -1750698.250000 Penalty: 3196.512207
	Iteration 19Q: 3 clusters Score -1750698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -1750706.750000 Penalty: 3196.512207
	Iteration 20F: 3 clusters Score -1750707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -1750708.375000 Penalty: 3196.512207
	Iteration 21Q: 3 clusters Score -1750708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1750710.500000 Penalty: 3196.512207
	Iteration 22Q: 3 clusters Score -1750710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1750710.500000 Penalty: 3196.512207
	Iteration 23F: 3 clusters Score -1750710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -228700.718750 Penalty: 1265.584351
	Iteration 0F: 2 clusters Score -228700.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -226411.781250 Penalty: 2531.168701
	Iteration 0F: 3 clusters Score -226411.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -226932.515625 Penalty: 2531.168701
	Iteration 1F: 3 clusters Score -226932.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -227042.171875 Penalty: 2531.168701
	Iteration 2F: 3 clusters Score -227042.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -227093.312500 Penalty: 2531.168701
	Iteration 3Q: 3 clusters Score -227093.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -227122.046875 Penalty: 2531.168701
	Iteration 4Q: 3 clusters Score -227122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -227140.468750 Penalty: 2531.168701
	Iteration 5Q: 3 clusters Score -227140.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -227152.000000 Penalty: 2531.168701
	Iteration 6Q: 3 clusters Score -227152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227167.140625 Penalty: 2531.168701
	Iteration 7Q: 3 clusters Score -227167.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -227178.968750 Penalty: 2531.168701
	Iteration 8Q: 3 clusters Score -227179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -227193.093750 Penalty: 2531.168701
	Iteration 9Q: 3 clusters Score -227193.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -227210.484375 Penalty: 2531.168701
	Iteration 10Q: 3 clusters Score -227210.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -227225.703125 Penalty: 2531.168701
	Iteration 11Q: 3 clusters Score -227225.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -227233.781250 Penalty: 2531.168701
	Iteration 12Q: 3 clusters Score -227233.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -227239.390625 Penalty: 2531.168701
	Iteration 13Q: 3 clusters Score -227239.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -227246.453125 Penalty: 2531.168701
	Iteration 14Q: 3 clusters Score -227246.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -227253.468750 Penalty: 2531.168701
	Iteration 15Q: 3 clusters Score -227253.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -227258.250000 Penalty: 2531.168701
	Iteration 16Q: 3 clusters Score -227258.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -227263.734375 Penalty: 2531.168701
	Iteration 17Q: 3 clusters Score -227263.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -227266.968750 Penalty: 2531.168701
	Iteration 18Q: 3 clusters Score -227267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -227273.953125 Penalty: 2531.168701
	Iteration 19Q: 3 clusters Score -227274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -227282.156250 Penalty: 2531.168701
	Iteration 20F: 3 clusters Score -227282.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -227288.921875 Penalty: 2531.168701
	Iteration 21Q: 3 clusters Score -227288.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -227297.140625 Penalty: 2531.168701
	Iteration 22Q: 3 clusters Score -227297.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -227306.625000 Penalty: 2531.168701
	Iteration 23Q: 3 clusters Score -227306.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -227317.437500 Penalty: 2531.168701
	Iteration 24Q: 3 clusters Score -227317.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -227327.546875 Penalty: 2531.168701
	Iteration 25Q: 3 clusters Score -227327.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -227338.640625 Penalty: 2531.168701
	Iteration 26Q: 3 clusters Score -227338.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -227346.234375 Penalty: 2531.168701
	Iteration 27Q: 3 clusters Score -227346.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -227354.171875 Penalty: 2531.168701
	Iteration 28Q: 3 clusters Score -227354.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -227361.843750 Penalty: 2531.168701
	Iteration 29Q: 3 clusters Score -227361.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -227371.000000 Penalty: 2531.168701
	Iteration 30Q: 3 clusters Score -227371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -227387.843750 Penalty: 2531.168701
	Iteration 31Q: 3 clusters Score -227387.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -227409.031250 Penalty: 2531.168701
	Iteration 32Q: 3 clusters Score -227409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -227436.281250 Penalty: 2531.168701
	Iteration 33Q: 3 clusters Score -227436.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -227456.265625 Penalty: 2531.168701
	Iteration 34Q: 3 clusters Score -227456.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -227471.468750 Penalty: 2531.168701
	Iteration 35Q: 3 clusters Score -227471.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -227482.781250 Penalty: 2531.168701
	Iteration 36Q: 3 clusters Score -227482.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -227493.156250 Penalty: 2531.168701
	Iteration 37Q: 3 clusters Score -227493.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -227499.828125 Penalty: 2531.168701
	Iteration 38Q: 3 clusters Score -227499.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -227506.968750 Penalty: 2531.168701
	Iteration 39Q: 3 clusters Score -227507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -227513.531250 Penalty: 2531.168701
	Iteration 40F: 3 clusters Score -227513.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -227524.375000 Penalty: 2531.168701
	Iteration 41Q: 3 clusters Score -227524.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -227532.890625 Penalty: 2531.168701
	Iteration 42Q: 3 clusters Score -227532.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -227538.500000 Penalty: 2531.168701
	Iteration 43Q: 3 clusters Score -227538.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -227548.109375 Penalty: 2531.168701
	Iteration 44Q: 3 clusters Score -227548.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -227558.796875 Penalty: 2531.168701
	Iteration 45Q: 3 clusters Score -227558.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -227568.171875 Penalty: 2531.168701
	Iteration 46Q: 3 clusters Score -227568.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -227574.312500 Penalty: 2531.168701
	Iteration 47Q: 3 clusters Score -227574.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -227589.343750 Penalty: 2531.168701
	Iteration 48Q: 3 clusters Score -227589.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -227603.890625 Penalty: 2531.168701
	Iteration 49Q: 3 clusters Score -227603.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -227614.078125 Penalty: 2531.168701
	Iteration 50Q: 3 clusters Score -227614.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -227624.578125 Penalty: 2531.168701
	Iteration 51Q: 3 clusters Score -227624.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -227631.812500 Penalty: 2531.168701
	Iteration 52Q: 3 clusters Score -227631.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -227639.531250 Penalty: 2531.168701
	Iteration 53Q: 3 clusters Score -227639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -227643.265625 Penalty: 2531.168701
	Iteration 54Q: 3 clusters Score -227643.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -227644.281250 Penalty: 2531.168701
	Iteration 55Q: 3 clusters Score -227644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -227644.281250 Penalty: 2531.168701
	Iteration 56F: 3 clusters Score -227644.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Entering Unmasked Estep 
Score: -1290714.125000 Penalty: 1544.032837
	Iteration 0F: 2 clusters Score -1290714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1281390.875000 Penalty: 3088.065674
	Iteration 0F: 3 clusters Score -1281391 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1284604.375000 Penalty: 3088.065674
	Iteration 1F: 3 clusters Score -1284604 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1284878.000000 Penalty: 3088.065674
	Iteration 2F: 3 clusters Score -1284878 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1285122.250000 Penalty: 3088.065674
	Iteration 3Q: 3 clusters Score -1285122 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1285360.500000 Penalty: 3088.065674
	Iteration 4Q: 3 clusters Score -1285360 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1285607.375000 Penalty: 3088.065674
	Iteration 5Q: 3 clusters Score -1285607 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1285943.375000 Penalty: 3088.065674
	Iteration 6Q: 3 clusters Score -1285943 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1286392.250000 Penalty: 3088.065674
	Iteration 7F: 3 clusters Score -1286392 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1286934.125000 Penalty: 3088.065674
	Iteration 8F: 3 clusters Score -1286934 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1287511.000000 Penalty: 3088.065674
	Iteration 9F: 3 clusters Score -1287511 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1288080.000000 Penalty: 3088.065674
	Iteration 10F: 3 clusters Score -1288080 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1288560.000000 Penalty: 3088.065674
	Iteration 11Q: 3 clusters Score -1288560 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1288909.750000 Penalty: 3088.065674
	Iteration 12Q: 3 clusters Score -1288910 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1289111.125000 Penalty: 3088.065674
	Iteration 13Q: 3 clusters Score -1289111 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1289203.125000 Penalty: 3088.065674
	Iteration 14Q: 3 clusters Score -1289203 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1289260.000000 Penalty: 3088.065674
	Iteration 15Q: 3 clusters Score -1289260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1289302.250000 Penalty: 3088.065674
	Iteration 16Q: 3 clusters Score -1289302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1289323.750000 Penalty: 3088.065674
	Iteration 17Q: 3 clusters Score -1289324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1289337.125000 Penalty: 3088.065674
	Iteration 18Q: 3 clusters Score -1289337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1289353.500000 Penalty: 3088.065674
	Iteration 19Q: 3 clusters Score -1289354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1289360.250000 Penalty: 3088.065674
	Iteration 20F: 3 clusters Score -1289360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1289368.875000 Penalty: 3088.065674
	Iteration 21Q: 3 clusters Score -1289369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1289369.500000 Penalty: 3088.065674
	Iteration 22Q: 3 clusters Score -1289370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1289372.375000 Penalty: 3088.065674
	Iteration 23Q: 3 clusters Score -1289372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1289373.000000 Penalty: 3088.065674
	Iteration 24Q: 3 clusters Score -1289373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1289375.125000 Penalty: 3088.065674
	Iteration 25Q: 3 clusters Score -1289375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1289375.000000 Penalty: 3088.065674
	Iteration 26Q: 3 clusters Score -1289375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1289376.375000 Penalty: 3088.065674
	Iteration 27Q: 3 clusters Score -1289376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1289376.375000 Penalty: 3088.065674
	Iteration 28F: 3 clusters Score -1289376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -350570.500000 Penalty: 1337.252197
	Iteration 0F: 2 clusters Score -350570.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -347378.468750 Penalty: 2674.504395
	Iteration 0F: 3 clusters Score -347378.5 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -348184.500000 Penalty: 2674.504395
	Iteration 1F: 3 clusters Score -348184.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -348362.093750 Penalty: 2674.504395
	Iteration 2F: 3 clusters Score -348362.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -348481.687500 Penalty: 2674.504395
	Iteration 3F: 3 clusters Score -348481.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -348586.468750 Penalty: 2674.504395
	Iteration 4Q: 3 clusters Score -348586.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -348646.343750 Penalty: 2674.504395
	Iteration 5Q: 3 clusters Score -348646.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -348702.156250 Penalty: 2674.504395
	Iteration 6Q: 3 clusters Score -348702.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -348748.968750 Penalty: 2674.504395
	Iteration 7Q: 3 clusters Score -348749 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -348783.468750 Penalty: 2674.504395
	Iteration 8Q: 3 clusters Score -348783.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -348812.906250 Penalty: 2674.504395
	Iteration 9Q: 3 clusters Score -348812.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -348828.843750 Penalty: 2674.504395
	Iteration 10Q: 3 clusters Score -348828.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -348843.687500 Penalty: 2674.504395
	Iteration 11Q: 3 clusters Score -348843.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -348861.312500 Penalty: 2674.504395
	Iteration 12Q: 3 clusters Score -348861.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -348889.250000 Penalty: 2674.504395
	Iteration 13Q: 3 clusters Score -348889.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -348930.031250 Penalty: 2674.504395
	Iteration 14Q: 3 clusters Score -348930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -348984.000000 Penalty: 2674.504395
	Iteration 15Q: 3 clusters Score -348984 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -349056.531250 Penalty: 2674.504395
	Iteration 16Q: 3 clusters Score -349056.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -349172.218750 Penalty: 2674.504395
	Iteration 17Q: 3 clusters Score -349172.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -349329.812500 Penalty: 2674.504395
	Iteration 18Q: 3 clusters Score -349329.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -349536.562500 Penalty: 2674.504395
	Iteration 19Q: 3 clusters Score -349536.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -349757.843750 Penalty: 2674.504395
	Iteration 20F: 3 clusters Score -349757.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -350006.218750 Penalty: 2674.504395
	Iteration 21Q: 3 clusters Score -350006.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -350330.093750 Penalty: 2674.504395
	Iteration 22Q: 3 clusters Score -350330.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -350502.843750 Penalty: 2674.504395
	Iteration 23Q: 3 clusters Score -350502.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -350536.468750 Penalty: 2674.504395
	Iteration 24Q: 3 clusters Score -350536.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -350542.562500 Penalty: 2674.504395
	Iteration 25Q: 3 clusters Score -350542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -350543.812500 Penalty: 2674.504395
	Iteration 26Q: 3 clusters Score -350543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -350543.750000 Penalty: 2674.504395
	Iteration 27Q: 3 clusters Score -350543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -350544.718750 Penalty: 2674.504395
	Iteration 28Q: 3 clusters Score -350544.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -350545.062500 Penalty: 2674.504395
	Iteration 29Q: 3 clusters Score -350545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -350545.062500 Penalty: 2674.504395
	Iteration 30F: 3 clusters Score -350545.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -158040.593750 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -158040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -156134.468750 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -156134.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -156519.890625 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -156519.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -156627.437500 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -156627.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -156678.734375 Penalty: 2410.713623
	Iteration 3Q: 3 clusters Score -156678.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -156710.312500 Penalty: 2410.713623
	Iteration 4Q: 3 clusters Score -156710.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -156726.312500 Penalty: 2410.713623
	Iteration 5Q: 3 clusters Score -156726.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -156736.234375 Penalty: 2410.713623
	Iteration 6Q: 3 clusters Score -156736.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -156744.140625 Penalty: 2410.713623
	Iteration 7Q: 3 clusters Score -156744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -156749.109375 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -156749.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -156756.031250 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -156756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -156759.812500 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -156759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -156763.953125 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -156764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -156766.921875 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -156766.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -156770.562500 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -156770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -156773.656250 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -156773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -156774.281250 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -156774.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -156775.406250 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -156775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -156776.406250 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -156776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -156777.375000 Penalty: 2410.713623
	Iteration 18Q: 3 clusters Score -156777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -156778.250000 Penalty: 2410.713623
	Iteration 19Q: 3 clusters Score -156778.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -156778.250000 Penalty: 2410.713623
	Iteration 20F: 3 clusters Score -156778.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (122011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122011 members 
Entering Unmasked Estep 
Score: -11727416.000000 Penalty: 1903.178345
	Iteration 0F: 2 clusters Score -1.172742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60994 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -11645702.000000 Penalty: 3806.356689
	Iteration 0F: 3 clusters Score -1.16457e+07 nChanged 58804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -11679844.000000 Penalty: 3806.356689
	Iteration 1F: 3 clusters Score -1.167984e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -11680611.000000 Penalty: 3806.356689
	Iteration 2Q: 3 clusters Score -1.168061e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 59597 members 
Entering Unmasked Estep 
Score: -11681498.000000 Penalty: 3806.356689
	Iteration 3Q: 3 clusters Score -1.16815e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -11682575.000000 Penalty: 3806.356689
	Iteration 4Q: 3 clusters Score -1.168258e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -11683924.000000 Penalty: 3806.356689
	Iteration 5Q: 3 clusters Score -1.168392e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -11685874.000000 Penalty: 3806.356689
	Iteration 6Q: 3 clusters Score -1.168587e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -11689016.000000 Penalty: 3806.356689
	Iteration 7Q: 3 clusters Score -1.168902e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -11693849.000000 Penalty: 3806.356689
	Iteration 8F: 3 clusters Score -1.169385e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -11699613.000000 Penalty: 3806.356689
	Iteration 9F: 3 clusters Score -1.169961e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -11703892.000000 Penalty: 3806.356689
	Iteration 10F: 3 clusters Score -1.170389e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -11705998.000000 Penalty: 3806.356689
	Iteration 11Q: 3 clusters Score -1.1706e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -11706897.000000 Penalty: 3806.356689
	Iteration 12Q: 3 clusters Score -1.17069e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -11707571.000000 Penalty: 3806.356689
	Iteration 13Q: 3 clusters Score -1.170757e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -11708092.000000 Penalty: 3806.356689
	Iteration 14Q: 3 clusters Score -1.170809e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -11708883.000000 Penalty: 3806.356689
	Iteration 15Q: 3 clusters Score -1.170888e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -11709688.000000 Penalty: 3806.356689
	Iteration 16Q: 3 clusters Score -1.170969e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -11710556.000000 Penalty: 3806.356689
	Iteration 17Q: 3 clusters Score -1.171056e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -11711502.000000 Penalty: 3806.356689
	Iteration 18Q: 3 clusters Score -1.17115e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -11712487.000000 Penalty: 3806.356689
	Iteration 19Q: 3 clusters Score -1.171249e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -11713661.000000 Penalty: 3806.356689
	Iteration 20F: 3 clusters Score -1.171366e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97377 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -11714675.000000 Penalty: 3806.356689
	Iteration 21Q: 3 clusters Score -1.171468e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -11715751.000000 Penalty: 3806.356689
	Iteration 22Q: 3 clusters Score -1.171575e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101786 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -11716773.000000 Penalty: 3806.356689
	Iteration 23Q: 3 clusters Score -1.171677e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -11717812.000000 Penalty: 3806.356689
	Iteration 24Q: 3 clusters Score -1.171781e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105829 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -11718797.000000 Penalty: 3806.356689
	Iteration 25Q: 3 clusters Score -1.17188e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107663 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -11719674.000000 Penalty: 3806.356689
	Iteration 26Q: 3 clusters Score -1.171967e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -11720506.000000 Penalty: 3806.356689
	Iteration 27Q: 3 clusters Score -1.172051e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110870 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -11721419.000000 Penalty: 3806.356689
	Iteration 28Q: 3 clusters Score -1.172142e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112252 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -11722216.000000 Penalty: 3806.356689
	Iteration 29Q: 3 clusters Score -1.172222e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113507 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -11722897.000000 Penalty: 3806.356689
	Iteration 30Q: 3 clusters Score -1.17229e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114612 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -11723498.000000 Penalty: 3806.356689
	Iteration 31Q: 3 clusters Score -1.17235e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -11723993.000000 Penalty: 3806.356689
	Iteration 32Q: 3 clusters Score -1.172399e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116308 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -11724341.000000 Penalty: 3806.356689
	Iteration 33Q: 3 clusters Score -1.172434e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116935 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -11724652.000000 Penalty: 3806.356689
	Iteration 34Q: 3 clusters Score -1.172465e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117467 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -11724864.000000 Penalty: 3806.356689
	Iteration 35Q: 3 clusters Score -1.172486e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117940 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -11725023.000000 Penalty: 3806.356689
	Iteration 36Q: 3 clusters Score -1.172502e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118323 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -11725193.000000 Penalty: 3806.356689
	Iteration 37Q: 3 clusters Score -1.172519e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118645 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -11725305.000000 Penalty: 3806.356689
	Iteration 38Q: 3 clusters Score -1.17253e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118928 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -11725388.000000 Penalty: 3806.356689
	Iteration 39Q: 3 clusters Score -1.172539e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119159 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -11725432.000000 Penalty: 3806.356689
	Iteration 40F: 3 clusters Score -1.172543e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119360 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -11725483.000000 Penalty: 3806.356689
	Iteration 41Q: 3 clusters Score -1.172548e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -11725546.000000 Penalty: 3806.356689
	Iteration 42Q: 3 clusters Score -1.172555e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119669 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -11725586.000000 Penalty: 3806.356689
	Iteration 43Q: 3 clusters Score -1.172559e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119810 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -11725645.000000 Penalty: 3806.356689
	Iteration 44Q: 3 clusters Score -1.172564e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119930 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -11725684.000000 Penalty: 3806.356689
	Iteration 45Q: 3 clusters Score -1.172568e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -11725706.000000 Penalty: 3806.356689
	Iteration 46Q: 3 clusters Score -1.172571e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120093 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -11725714.000000 Penalty: 3806.356689
	Iteration 47Q: 3 clusters Score -1.172571e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120153 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -11725709.000000 Penalty: 3806.356689
	Iteration 48Q: 3 clusters Score -1.172571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120200 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -11725755.000000 Penalty: 3806.356689
	Iteration 49Q: 3 clusters Score -1.172576e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120247 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -11725755.000000 Penalty: 3806.356689
	Iteration 50Q: 3 clusters Score -1.172576e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11725781.000000 Penalty: 3806.356689
	Iteration 51Q: 3 clusters Score -1.172578e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120329 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -11725796.000000 Penalty: 3806.356689
	Iteration 52Q: 3 clusters Score -1.17258e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120370 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11725818.000000 Penalty: 3806.356689
	Iteration 53Q: 3 clusters Score -1.172582e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120399 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -11725825.000000 Penalty: 3806.356689
	Iteration 54Q: 3 clusters Score -1.172582e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120421 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11725850.000000 Penalty: 3806.356689
	Iteration 55Q: 3 clusters Score -1.172585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120441 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -11725848.000000 Penalty: 3806.356689
	Iteration 56Q: 3 clusters Score -1.172585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11725853.000000 Penalty: 3806.356689
	Iteration 57Q: 3 clusters Score -1.172585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120476 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11725869.000000 Penalty: 3806.356689
	Iteration 58Q: 3 clusters Score -1.172587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120493 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11725863.000000 Penalty: 3806.356689
	Iteration 59Q: 3 clusters Score -1.172586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120506 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -11725864.000000 Penalty: 3806.356689
	Iteration 60F: 3 clusters Score -1.172586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120519 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11725863.000000 Penalty: 3806.356689
	Iteration 61Q: 3 clusters Score -1.172586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120527 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -11725872.000000 Penalty: 3806.356689
	Iteration 62Q: 3 clusters Score -1.172587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120539 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11725857.000000 Penalty: 3806.356689
	Iteration 63Q: 3 clusters Score -1.172586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120544 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11725862.000000 Penalty: 3806.356689
	Iteration 64Q: 3 clusters Score -1.172586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120554 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -11725861.000000 Penalty: 3806.356689
	Iteration 65Q: 3 clusters Score -1.172586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120563 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11725859.000000 Penalty: 3806.356689
	Iteration 66Q: 3 clusters Score -1.172586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120568 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11725865.000000 Penalty: 3806.356689
	Iteration 67Q: 3 clusters Score -1.172586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120574 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -11725868.000000 Penalty: 3806.356689
	Iteration 68Q: 3 clusters Score -1.172587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -11725865.000000 Penalty: 3806.356689
	Iteration 69Q: 3 clusters Score -1.172586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120578 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -11725868.000000 Penalty: 3806.356689
	Iteration 70Q: 3 clusters Score -1.172587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120579 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11725867.000000 Penalty: 3806.356689
	Iteration 71Q: 3 clusters Score -1.172587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120580 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -11725870.000000 Penalty: 3806.356689
	Iteration 72Q: 3 clusters Score -1.172587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120580 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -11725870.000000 Penalty: 3806.356689
	Iteration 73F: 3 clusters Score -1.172587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Entering Unmasked Estep 
Score: -871813.062500 Penalty: 1484.537842
	Iteration 0F: 2 clusters Score -871813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -865169.750000 Penalty: 2969.075684
	Iteration 0F: 3 clusters Score -865169.8 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -867309.437500 Penalty: 2969.075684
	Iteration 1F: 3 clusters Score -867309.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -867558.812500 Penalty: 2969.075684
	Iteration 2F: 3 clusters Score -867558.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -867761.687500 Penalty: 2969.075684
	Iteration 3F: 3 clusters Score -867761.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -867986.187500 Penalty: 2969.075684
	Iteration 4Q: 3 clusters Score -867986.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -868251.125000 Penalty: 2969.075684
	Iteration 5Q: 3 clusters Score -868251.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -868581.687500 Penalty: 2969.075684
	Iteration 6F: 3 clusters Score -868581.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -868920.875000 Penalty: 2969.075684
	Iteration 7F: 3 clusters Score -868920.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -869255.500000 Penalty: 2969.075684
	Iteration 8Q: 3 clusters Score -869255.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -869540.500000 Penalty: 2969.075684
	Iteration 9Q: 3 clusters Score -869540.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -869805.437500 Penalty: 2969.075684
	Iteration 10Q: 3 clusters Score -869805.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -870055.875000 Penalty: 2969.075684
	Iteration 11Q: 3 clusters Score -870055.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -870336.312500 Penalty: 2969.075684
	Iteration 12Q: 3 clusters Score -870336.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -870503.187500 Penalty: 2969.075684
	Iteration 13Q: 3 clusters Score -870503.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -870586.750000 Penalty: 2969.075684
	Iteration 14Q: 3 clusters Score -870586.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -870619.625000 Penalty: 2969.075684
	Iteration 15Q: 3 clusters Score -870619.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -870646.375000 Penalty: 2969.075684
	Iteration 16Q: 3 clusters Score -870646.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -870662.687500 Penalty: 2969.075684
	Iteration 17Q: 3 clusters Score -870662.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -870671.875000 Penalty: 2969.075684
	Iteration 18Q: 3 clusters Score -870671.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -870680.687500 Penalty: 2969.075684
	Iteration 19Q: 3 clusters Score -870680.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -870693.937500 Penalty: 2969.075684
	Iteration 20F: 3 clusters Score -870693.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -870701.500000 Penalty: 2969.075684
	Iteration 21Q: 3 clusters Score -870701.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -870710.062500 Penalty: 2969.075684
	Iteration 22Q: 3 clusters Score -870710.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -870714.312500 Penalty: 2969.075684
	Iteration 23Q: 3 clusters Score -870714.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -870715.937500 Penalty: 2969.075684
	Iteration 24Q: 3 clusters Score -870715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -870720.125000 Penalty: 2969.075684
	Iteration 25Q: 3 clusters Score -870720.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -870721.812500 Penalty: 2969.075684
	Iteration 26Q: 3 clusters Score -870721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -870721.500000 Penalty: 2969.075684
	Iteration 27Q: 3 clusters Score -870721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -870722.125000 Penalty: 2969.075684
	Iteration 28Q: 3 clusters Score -870722.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -870725.562500 Penalty: 2969.075684
	Iteration 29Q: 3 clusters Score -870725.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -870726.500000 Penalty: 2969.075684
	Iteration 30Q: 3 clusters Score -870726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -870727.500000 Penalty: 2969.075684
	Iteration 31Q: 3 clusters Score -870727.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -870728.687500 Penalty: 2969.075684
	Iteration 32Q: 3 clusters Score -870728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -870728.125000 Penalty: 2969.075684
	Iteration 33Q: 3 clusters Score -870728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -870729.000000 Penalty: 2969.075684
	Iteration 34Q: 3 clusters Score -870729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -870730.625000 Penalty: 2969.075684
	Iteration 35Q: 3 clusters Score -870730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -870731.000000 Penalty: 2969.075684
	Iteration 36Q: 3 clusters Score -870731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -870731.000000 Penalty: 2969.075684
	Iteration 37F: 3 clusters Score -870731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Entering Unmasked Estep 
Score: -1158901.875000 Penalty: 1526.551147
	Iteration 0F: 2 clusters Score -1158902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1150402.375000 Penalty: 3053.102295
	Iteration 0F: 3 clusters Score -1150402 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1153247.500000 Penalty: 3053.102295
	Iteration 1F: 3 clusters Score -1153248 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1153519.250000 Penalty: 3053.102295
	Iteration 2F: 3 clusters Score -1153519 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1153762.375000 Penalty: 3053.102295
	Iteration 3F: 3 clusters Score -1153762 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1153998.125000 Penalty: 3053.102295
	Iteration 4Q: 3 clusters Score -1153998 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1154267.000000 Penalty: 3053.102295
	Iteration 5Q: 3 clusters Score -1154267 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1154575.875000 Penalty: 3053.102295
	Iteration 6Q: 3 clusters Score -1154576 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1154939.000000 Penalty: 3053.102295
	Iteration 7Q: 3 clusters Score -1154939 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1155367.500000 Penalty: 3053.102295
	Iteration 8F: 3 clusters Score -1155368 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1155834.125000 Penalty: 3053.102295
	Iteration 9F: 3 clusters Score -1155834 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1156219.250000 Penalty: 3053.102295
	Iteration 10Q: 3 clusters Score -1156219 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1156520.375000 Penalty: 3053.102295
	Iteration 11Q: 3 clusters Score -1156520 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1156754.625000 Penalty: 3053.102295
	Iteration 12Q: 3 clusters Score -1156755 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1156911.250000 Penalty: 3053.102295
	Iteration 13Q: 3 clusters Score -1156911 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1157040.250000 Penalty: 3053.102295
	Iteration 14Q: 3 clusters Score -1157040 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1157156.125000 Penalty: 3053.102295
	Iteration 15Q: 3 clusters Score -1157156 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1157228.625000 Penalty: 3053.102295
	Iteration 16Q: 3 clusters Score -1157229 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1157299.250000 Penalty: 3053.102295
	Iteration 17Q: 3 clusters Score -1157299 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1157364.000000 Penalty: 3053.102295
	Iteration 18Q: 3 clusters Score -1157364 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1157424.000000 Penalty: 3053.102295
	Iteration 19Q: 3 clusters Score -1157424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1157457.875000 Penalty: 3053.102295
	Iteration 20F: 3 clusters Score -1157458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1157480.500000 Penalty: 3053.102295
	Iteration 21Q: 3 clusters Score -1157480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1157510.500000 Penalty: 3053.102295
	Iteration 22Q: 3 clusters Score -1157510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1157536.375000 Penalty: 3053.102295
	Iteration 23Q: 3 clusters Score -1157536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1157556.125000 Penalty: 3053.102295
	Iteration 24Q: 3 clusters Score -1157556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1157570.250000 Penalty: 3053.102295
	Iteration 25Q: 3 clusters Score -1157570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1157581.875000 Penalty: 3053.102295
	Iteration 26Q: 3 clusters Score -1157582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1157595.500000 Penalty: 3053.102295
	Iteration 27Q: 3 clusters Score -1157596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1157603.000000 Penalty: 3053.102295
	Iteration 28Q: 3 clusters Score -1157603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1157608.875000 Penalty: 3053.102295
	Iteration 29Q: 3 clusters Score -1157609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1157617.875000 Penalty: 3053.102295
	Iteration 30Q: 3 clusters Score -1157618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1157624.375000 Penalty: 3053.102295
	Iteration 31Q: 3 clusters Score -1157624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1157627.625000 Penalty: 3053.102295
	Iteration 32Q: 3 clusters Score -1157628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1157634.000000 Penalty: 3053.102295
	Iteration 33Q: 3 clusters Score -1157634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1157634.750000 Penalty: 3053.102295
	Iteration 34Q: 3 clusters Score -1157635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1157640.375000 Penalty: 3053.102295
	Iteration 35Q: 3 clusters Score -1157640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1157647.750000 Penalty: 3053.102295
	Iteration 36Q: 3 clusters Score -1157648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1157654.000000 Penalty: 3053.102295
	Iteration 37Q: 3 clusters Score -1157654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1157656.000000 Penalty: 3053.102295
	Iteration 38Q: 3 clusters Score -1157656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1157662.875000 Penalty: 3053.102295
	Iteration 39Q: 3 clusters Score -1157663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1157670.375000 Penalty: 3053.102295
	Iteration 40F: 3 clusters Score -1157670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1157672.500000 Penalty: 3053.102295
	Iteration 41Q: 3 clusters Score -1157672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1157676.500000 Penalty: 3053.102295
	Iteration 42Q: 3 clusters Score -1157676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1157677.375000 Penalty: 3053.102295
	Iteration 43Q: 3 clusters Score -1157677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1157678.625000 Penalty: 3053.102295
	Iteration 44Q: 3 clusters Score -1157679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1157680.750000 Penalty: 3053.102295
	Iteration 45Q: 3 clusters Score -1157681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1157684.250000 Penalty: 3053.102295
	Iteration 46Q: 3 clusters Score -1157684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1157685.250000 Penalty: 3053.102295
	Iteration 47Q: 3 clusters Score -1157685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1157690.000000 Penalty: 3053.102295
	Iteration 48Q: 3 clusters Score -1157690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1157690.500000 Penalty: 3053.102295
	Iteration 49Q: 3 clusters Score -1157690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1157690.250000 Penalty: 3053.102295
	Iteration 50Q: 3 clusters Score -1157690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1157690.750000 Penalty: 3053.102295
	Iteration 51Q: 3 clusters Score -1157691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1157691.875000 Penalty: 3053.102295
	Iteration 52Q: 3 clusters Score -1157692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1157692.625000 Penalty: 3053.102295
	Iteration 53Q: 3 clusters Score -1157693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1157692.625000 Penalty: 3053.102295
	Iteration 54F: 3 clusters Score -1157693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -53411.945312 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -53411.95 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 286 members 
Entering Unmasked Estep 
Score: -52257.140625 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -52257.14 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52464.714844 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -52464.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52489.597656 Penalty: 2064.604492
	Iteration 2Q: 3 clusters Score -52489.6 nChanged 5
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: -52494.632812 Penalty: 2064.604492
	Iteration 3Q: 3 clusters Score -52494.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52495.117188 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -52495.12 nChanged 1
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: -52496.703125 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -52496.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52498.144531 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -52498.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52498.144531 Penalty: 2064.604492
	Iteration 7F: 3 clusters Score -52498.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -555983.875000 Penalty: 1405.535400
	Iteration 0F: 2 clusters Score -555983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -551641.000000 Penalty: 2811.070801
	Iteration 0F: 3 clusters Score -551641 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -552840.187500 Penalty: 2811.070801
	Iteration 1F: 3 clusters Score -552840.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -552997.875000 Penalty: 2811.070801
	Iteration 2F: 3 clusters Score -552997.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -553104.500000 Penalty: 2811.070801
	Iteration 3Q: 3 clusters Score -553104.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -553194.250000 Penalty: 2811.070801
	Iteration 4Q: 3 clusters Score -553194.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -553271.250000 Penalty: 2811.070801
	Iteration 5Q: 3 clusters Score -553271.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -553339.125000 Penalty: 2811.070801
	Iteration 6Q: 3 clusters Score -553339.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -553401.437500 Penalty: 2811.070801
	Iteration 7Q: 3 clusters Score -553401.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -553471.875000 Penalty: 2811.070801
	Iteration 8Q: 3 clusters Score -553471.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -553551.500000 Penalty: 2811.070801
	Iteration 9Q: 3 clusters Score -553551.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -553630.875000 Penalty: 2811.070801
	Iteration 10Q: 3 clusters Score -553630.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -553697.687500 Penalty: 2811.070801
	Iteration 11Q: 3 clusters Score -553697.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -553762.875000 Penalty: 2811.070801
	Iteration 12Q: 3 clusters Score -553762.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -553833.687500 Penalty: 2811.070801
	Iteration 13Q: 3 clusters Score -553833.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -553896.187500 Penalty: 2811.070801
	Iteration 14Q: 3 clusters Score -553896.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -553964.875000 Penalty: 2811.070801
	Iteration 15Q: 3 clusters Score -553964.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -554042.750000 Penalty: 2811.070801
	Iteration 16Q: 3 clusters Score -554042.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -554149.875000 Penalty: 2811.070801
	Iteration 17Q: 3 clusters Score -554149.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -554262.250000 Penalty: 2811.070801
	Iteration 18Q: 3 clusters Score -554262.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -554359.625000 Penalty: 2811.070801
	Iteration 19Q: 3 clusters Score -554359.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -554445.562500 Penalty: 2811.070801
	Iteration 20F: 3 clusters Score -554445.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -554516.937500 Penalty: 2811.070801
	Iteration 21Q: 3 clusters Score -554516.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -554586.187500 Penalty: 2811.070801
	Iteration 22Q: 3 clusters Score -554586.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -554637.437500 Penalty: 2811.070801
	Iteration 23Q: 3 clusters Score -554637.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -554676.875000 Penalty: 2811.070801
	Iteration 24Q: 3 clusters Score -554676.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -554697.812500 Penalty: 2811.070801
	Iteration 25Q: 3 clusters Score -554697.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -554716.437500 Penalty: 2811.070801
	Iteration 26Q: 3 clusters Score -554716.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -554729.875000 Penalty: 2811.070801
	Iteration 27Q: 3 clusters Score -554729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -554743.125000 Penalty: 2811.070801
	Iteration 28Q: 3 clusters Score -554743.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -554750.312500 Penalty: 2811.070801
	Iteration 29Q: 3 clusters Score -554750.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -554757.875000 Penalty: 2811.070801
	Iteration 30Q: 3 clusters Score -554757.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -554762.812500 Penalty: 2811.070801
	Iteration 31Q: 3 clusters Score -554762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -554770.812500 Penalty: 2811.070801
	Iteration 32Q: 3 clusters Score -554770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -554776.625000 Penalty: 2811.070801
	Iteration 33Q: 3 clusters Score -554776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -554779.437500 Penalty: 2811.070801
	Iteration 34Q: 3 clusters Score -554779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -554780.437500 Penalty: 2811.070801
	Iteration 35Q: 3 clusters Score -554780.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -554780.437500 Penalty: 2811.070801
	Iteration 36F: 3 clusters Score -554780.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Entering Unmasked Estep 
Score: -801014.250000 Penalty: 1466.636475
	Iteration 0F: 2 clusters Score -801014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -794936.687500 Penalty: 2933.272949
	Iteration 0F: 3 clusters Score -794936.7 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -796789.562500 Penalty: 2933.272949
	Iteration 1F: 3 clusters Score -796789.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -796980.562500 Penalty: 2933.272949
	Iteration 2F: 3 clusters Score -796980.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -797128.437500 Penalty: 2933.272949
	Iteration 3Q: 3 clusters Score -797128.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -797246.250000 Penalty: 2933.272949
	Iteration 4Q: 3 clusters Score -797246.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -797336.687500 Penalty: 2933.272949
	Iteration 5Q: 3 clusters Score -797336.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -797431.437500 Penalty: 2933.272949
	Iteration 6Q: 3 clusters Score -797431.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -797510.062500 Penalty: 2933.272949
	Iteration 7Q: 3 clusters Score -797510.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -797594.250000 Penalty: 2933.272949
	Iteration 8Q: 3 clusters Score -797594.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -797693.937500 Penalty: 2933.272949
	Iteration 9Q: 3 clusters Score -797693.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -797796.500000 Penalty: 2933.272949
	Iteration 10Q: 3 clusters Score -797796.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -797928.125000 Penalty: 2933.272949
	Iteration 11Q: 3 clusters Score -797928.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -798114.875000 Penalty: 2933.272949
	Iteration 12Q: 3 clusters Score -798114.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -798345.750000 Penalty: 2933.272949
	Iteration 13Q: 3 clusters Score -798345.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -798570.937500 Penalty: 2933.272949
	Iteration 14Q: 3 clusters Score -798570.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -798799.187500 Penalty: 2933.272949
	Iteration 15Q: 3 clusters Score -798799.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -799071.187500 Penalty: 2933.272949
	Iteration 16Q: 3 clusters Score -799071.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -799360.375000 Penalty: 2933.272949
	Iteration 17Q: 3 clusters Score -799360.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -799631.250000 Penalty: 2933.272949
	Iteration 18Q: 3 clusters Score -799631.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -799814.312500 Penalty: 2933.272949
	Iteration 19Q: 3 clusters Score -799814.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -799934.687500 Penalty: 2933.272949
	Iteration 20F: 3 clusters Score -799934.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -799994.250000 Penalty: 2933.272949
	Iteration 21Q: 3 clusters Score -799994.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -800025.437500 Penalty: 2933.272949
	Iteration 22Q: 3 clusters Score -800025.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -800056.562500 Penalty: 2933.272949
	Iteration 23Q: 3 clusters Score -800056.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -800069.625000 Penalty: 2933.272949
	Iteration 24Q: 3 clusters Score -800069.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -800075.375000 Penalty: 2933.272949
	Iteration 25Q: 3 clusters Score -800075.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -800076.875000 Penalty: 2933.272949
	Iteration 26Q: 3 clusters Score -800076.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -800079.562500 Penalty: 2933.272949
	Iteration 27Q: 3 clusters Score -800079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -800079.500000 Penalty: 2933.272949
	Iteration 28Q: 3 clusters Score -800079.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -800081.375000 Penalty: 2933.272949
	Iteration 29Q: 3 clusters Score -800081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -800082.250000 Penalty: 2933.272949
	Iteration 30Q: 3 clusters Score -800082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -800082.187500 Penalty: 2933.272949
	Iteration 31Q: 3 clusters Score -800082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -800082.250000 Penalty: 2933.272949
	Iteration 32Q: 3 clusters Score -800082.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -800082.250000 Penalty: 2933.272949
	Iteration 33F: 3 clusters Score -800082.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Entering Unmasked Estep 
Score: -2289289.250000 Penalty: 1636.872559
	Iteration 0F: 2 clusters Score -2289289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2273318.500000 Penalty: 3273.745117
	Iteration 0F: 3 clusters Score -2273318 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2279524.750000 Penalty: 3273.745117
	Iteration 1F: 3 clusters Score -2279525 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2280032.250000 Penalty: 3273.745117
	Iteration 2F: 3 clusters Score -2280032 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2280591.750000 Penalty: 3273.745117
	Iteration 3F: 3 clusters Score -2280592 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2281319.250000 Penalty: 3273.745117
	Iteration 4F: 3 clusters Score -2281319 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2282243.000000 Penalty: 3273.745117
	Iteration 5F: 3 clusters Score -2282243 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2283256.750000 Penalty: 3273.745117
	Iteration 6F: 3 clusters Score -2283257 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2284119.500000 Penalty: 3273.745117
	Iteration 7F: 3 clusters Score -2284120 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2284636.500000 Penalty: 3273.745117
	Iteration 8Q: 3 clusters Score -2284636 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2284958.500000 Penalty: 3273.745117
	Iteration 9Q: 3 clusters Score -2284958 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2285177.750000 Penalty: 3273.745117
	Iteration 10Q: 3 clusters Score -2285178 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2285362.250000 Penalty: 3273.745117
	Iteration 11Q: 3 clusters Score -2285362 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2285543.500000 Penalty: 3273.745117
	Iteration 12Q: 3 clusters Score -2285544 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2285726.000000 Penalty: 3273.745117
	Iteration 13Q: 3 clusters Score -2285726 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2285918.500000 Penalty: 3273.745117
	Iteration 14Q: 3 clusters Score -2285918 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2286085.750000 Penalty: 3273.745117
	Iteration 15Q: 3 clusters Score -2286086 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2286244.000000 Penalty: 3273.745117
	Iteration 16Q: 3 clusters Score -2286244 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2286400.500000 Penalty: 3273.745117
	Iteration 17Q: 3 clusters Score -2286400 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2286550.500000 Penalty: 3273.745117
	Iteration 18Q: 3 clusters Score -2286550 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2286682.500000 Penalty: 3273.745117
	Iteration 19Q: 3 clusters Score -2286682 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2286791.500000 Penalty: 3273.745117
	Iteration 20F: 3 clusters Score -2286792 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2286897.750000 Penalty: 3273.745117
	Iteration 21Q: 3 clusters Score -2286898 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2286991.500000 Penalty: 3273.745117
	Iteration 22Q: 3 clusters Score -2286992 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2287073.000000 Penalty: 3273.745117
	Iteration 23Q: 3 clusters Score -2287073 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2287173.500000 Penalty: 3273.745117
	Iteration 24Q: 3 clusters Score -2287174 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2287240.000000 Penalty: 3273.745117
	Iteration 25Q: 3 clusters Score -2287240 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2287307.250000 Penalty: 3273.745117
	Iteration 26Q: 3 clusters Score -2287307 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2287375.500000 Penalty: 3273.745117
	Iteration 27Q: 3 clusters Score -2287376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2287413.750000 Penalty: 3273.745117
	Iteration 28Q: 3 clusters Score -2287414 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2287451.250000 Penalty: 3273.745117
	Iteration 29Q: 3 clusters Score -2287451 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2287491.750000 Penalty: 3273.745117
	Iteration 30Q: 3 clusters Score -2287492 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2287532.750000 Penalty: 3273.745117
	Iteration 31Q: 3 clusters Score -2287533 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2287570.500000 Penalty: 3273.745117
	Iteration 32Q: 3 clusters Score -2287570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2287600.250000 Penalty: 3273.745117
	Iteration 33Q: 3 clusters Score -2287600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2287630.750000 Penalty: 3273.745117
	Iteration 34Q: 3 clusters Score -2287631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2287658.500000 Penalty: 3273.745117
	Iteration 35Q: 3 clusters Score -2287658 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2287700.000000 Penalty: 3273.745117
	Iteration 36Q: 3 clusters Score -2287700 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2287738.000000 Penalty: 3273.745117
	Iteration 37Q: 3 clusters Score -2287738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2287772.500000 Penalty: 3273.745117
	Iteration 38Q: 3 clusters Score -2287772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2287820.000000 Penalty: 3273.745117
	Iteration 39Q: 3 clusters Score -2287820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2287858.500000 Penalty: 3273.745117
	Iteration 40F: 3 clusters Score -2287858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2287892.500000 Penalty: 3273.745117
	Iteration 41Q: 3 clusters Score -2287892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2287913.000000 Penalty: 3273.745117
	Iteration 42Q: 3 clusters Score -2287913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2287934.250000 Penalty: 3273.745117
	Iteration 43Q: 3 clusters Score -2287934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2287938.750000 Penalty: 3273.745117
	Iteration 44Q: 3 clusters Score -2287939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2287948.250000 Penalty: 3273.745117
	Iteration 45Q: 3 clusters Score -2287948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2287962.000000 Penalty: 3273.745117
	Iteration 46Q: 3 clusters Score -2287962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2287964.250000 Penalty: 3273.745117
	Iteration 47Q: 3 clusters Score -2287964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2287966.500000 Penalty: 3273.745117
	Iteration 48Q: 3 clusters Score -2287966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2287971.250000 Penalty: 3273.745117
	Iteration 49Q: 3 clusters Score -2287971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -2287973.250000 Penalty: 3273.745117
	Iteration 50Q: 3 clusters Score -2287973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2287975.250000 Penalty: 3273.745117
	Iteration 51Q: 3 clusters Score -2287975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2287980.250000 Penalty: 3273.745117
	Iteration 52Q: 3 clusters Score -2287980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2287981.750000 Penalty: 3273.745117
	Iteration 53Q: 3 clusters Score -2287982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -2287984.500000 Penalty: 3273.745117
	Iteration 54Q: 3 clusters Score -2287984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2287984.750000 Penalty: 3273.745117
	Iteration 55Q: 3 clusters Score -2287985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2287983.500000 Penalty: 3273.745117
	Iteration 56Q: 3 clusters Score -2287984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2287982.500000 Penalty: 3273.745117
	Iteration 57Q: 3 clusters Score -2287982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2287984.000000 Penalty: 3273.745117
	Iteration 58Q: 3 clusters Score -2287984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2287985.500000 Penalty: 3273.745117
	Iteration 59Q: 3 clusters Score -2287986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2287987.750000 Penalty: 3273.745117
	Iteration 60F: 3 clusters Score -2287988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2287988.500000 Penalty: 3273.745117
	Iteration 61Q: 3 clusters Score -2287988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2287986.500000 Penalty: 3273.745117
	Iteration 62Q: 3 clusters Score -2287986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2287985.500000 Penalty: 3273.745117
	Iteration 63Q: 3 clusters Score -2287986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -2287988.250000 Penalty: 3273.745117
	Iteration 64Q: 3 clusters Score -2287988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -2287986.000000 Penalty: 3273.745117
	Iteration 65Q: 3 clusters Score -2287986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2287987.500000 Penalty: 3273.745117
	Iteration 66Q: 3 clusters Score -2287988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2287989.750000 Penalty: 3273.745117
	Iteration 67Q: 3 clusters Score -2287990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2287992.500000 Penalty: 3273.745117
	Iteration 68Q: 3 clusters Score -2287992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2287992.750000 Penalty: 3273.745117
	Iteration 69Q: 3 clusters Score -2287993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2287997.250000 Penalty: 3273.745117
	Iteration 70Q: 3 clusters Score -2287997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2287993.250000 Penalty: 3273.745117
	Iteration 71Q: 3 clusters Score -2287993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2287994.500000 Penalty: 3273.745117
	Iteration 72Q: 3 clusters Score -2287994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2287997.000000 Penalty: 3273.745117
	Iteration 73Q: 3 clusters Score -2287997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2287996.000000 Penalty: 3273.745117
	Iteration 74Q: 3 clusters Score -2287996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2287999.250000 Penalty: 3273.745117
	Iteration 75Q: 3 clusters Score -2287999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2288000.000000 Penalty: 3273.745117
	Iteration 76Q: 3 clusters Score -2288000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2288000.750000 Penalty: 3273.745117
	Iteration 77Q: 3 clusters Score -2288001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2288003.000000 Penalty: 3273.745117
	Iteration 78Q: 3 clusters Score -2288003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2288007.000000 Penalty: 3273.745117
	Iteration 79Q: 3 clusters Score -2288007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2288012.500000 Penalty: 3273.745117
	Iteration 80F: 3 clusters Score -2288012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2288015.250000 Penalty: 3273.745117
	Iteration 81Q: 3 clusters Score -2288015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -2288017.250000 Penalty: 3273.745117
	Iteration 82Q: 3 clusters Score -2288017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2288021.250000 Penalty: 3273.745117
	Iteration 83Q: 3 clusters Score -2288021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2288021.250000 Penalty: 3273.745117
	Iteration 84Q: 3 clusters Score -2288021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2288021.500000 Penalty: 3273.745117
	Iteration 85Q: 3 clusters Score -2288022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2288025.000000 Penalty: 3273.745117
	Iteration 86Q: 3 clusters Score -2288025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2288027.000000 Penalty: 3273.745117
	Iteration 87Q: 3 clusters Score -2288027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2288027.250000 Penalty: 3273.745117
	Iteration 88Q: 3 clusters Score -2288027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2288026.500000 Penalty: 3273.745117
	Iteration 89Q: 3 clusters Score -2288026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2288030.500000 Penalty: 3273.745117
	Iteration 90Q: 3 clusters Score -2288030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -2288033.750000 Penalty: 3273.745117
	Iteration 91Q: 3 clusters Score -2288034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2288034.500000 Penalty: 3273.745117
	Iteration 92Q: 3 clusters Score -2288034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2288034.250000 Penalty: 3273.745117
	Iteration 93Q: 3 clusters Score -2288034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2288039.000000 Penalty: 3273.745117
	Iteration 94Q: 3 clusters Score -2288039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2288037.000000 Penalty: 3273.745117
	Iteration 95Q: 3 clusters Score -2288037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2288041.500000 Penalty: 3273.745117
	Iteration 96Q: 3 clusters Score -2288042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2288044.250000 Penalty: 3273.745117
	Iteration 97Q: 3 clusters Score -2288044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -2288043.250000 Penalty: 3273.745117
	Iteration 98Q: 3 clusters Score -2288043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2288048.000000 Penalty: 3273.745117
	Iteration 99Q: 3 clusters Score -2288048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -2288050.750000 Penalty: 3273.745117
	Iteration 100F: 3 clusters Score -2288051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2288050.500000 Penalty: 3273.745117
	Iteration 101Q: 3 clusters Score -2288050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2288058.750000 Penalty: 3273.745117
	Iteration 102Q: 3 clusters Score -2288059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2288062.000000 Penalty: 3273.745117
	Iteration 103Q: 3 clusters Score -2288062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2288066.250000 Penalty: 3273.745117
	Iteration 104Q: 3 clusters Score -2288066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2288066.250000 Penalty: 3273.745117
	Iteration 105Q: 3 clusters Score -2288066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2288066.750000 Penalty: 3273.745117
	Iteration 106Q: 3 clusters Score -2288067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2288066.750000 Penalty: 3273.745117
	Iteration 107F: 3 clusters Score -2288067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Entering Unmasked Estep 
Score: -1596544.625000 Penalty: 1582.208130
	Iteration 0F: 2 clusters Score -1596545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1584941.250000 Penalty: 3164.416260
	Iteration 0F: 3 clusters Score -1584941 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1589073.750000 Penalty: 3164.416260
	Iteration 1F: 3 clusters Score -1589074 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1589476.375000 Penalty: 3164.416260
	Iteration 2F: 3 clusters Score -1589476 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1589944.375000 Penalty: 3164.416260
	Iteration 3F: 3 clusters Score -1589944 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1590401.250000 Penalty: 3164.416260
	Iteration 4F: 3 clusters Score -1590401 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1590833.375000 Penalty: 3164.416260
	Iteration 5Q: 3 clusters Score -1590833 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1591248.750000 Penalty: 3164.416260
	Iteration 6Q: 3 clusters Score -1591249 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1591615.625000 Penalty: 3164.416260
	Iteration 7Q: 3 clusters Score -1591616 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1591931.000000 Penalty: 3164.416260
	Iteration 8Q: 3 clusters Score -1591931 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1592222.000000 Penalty: 3164.416260
	Iteration 9Q: 3 clusters Score -1592222 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1592494.750000 Penalty: 3164.416260
	Iteration 10Q: 3 clusters Score -1592495 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1592751.000000 Penalty: 3164.416260
	Iteration 11Q: 3 clusters Score -1592751 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1592988.625000 Penalty: 3164.416260
	Iteration 12Q: 3 clusters Score -1592989 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1593230.875000 Penalty: 3164.416260
	Iteration 13Q: 3 clusters Score -1593231 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1593456.000000 Penalty: 3164.416260
	Iteration 14Q: 3 clusters Score -1593456 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1593663.250000 Penalty: 3164.416260
	Iteration 15Q: 3 clusters Score -1593663 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1593850.750000 Penalty: 3164.416260
	Iteration 16Q: 3 clusters Score -1593851 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1594056.750000 Penalty: 3164.416260
	Iteration 17Q: 3 clusters Score -1594057 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1594232.500000 Penalty: 3164.416260
	Iteration 18Q: 3 clusters Score -1594232 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1594379.750000 Penalty: 3164.416260
	Iteration 19Q: 3 clusters Score -1594380 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1594491.250000 Penalty: 3164.416260
	Iteration 20F: 3 clusters Score -1594491 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1594584.375000 Penalty: 3164.416260
	Iteration 21Q: 3 clusters Score -1594584 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1594640.125000 Penalty: 3164.416260
	Iteration 22Q: 3 clusters Score -1594640 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1594700.000000 Penalty: 3164.416260
	Iteration 23Q: 3 clusters Score -1594700 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1594753.125000 Penalty: 3164.416260
	Iteration 24Q: 3 clusters Score -1594753 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1594799.000000 Penalty: 3164.416260
	Iteration 25Q: 3 clusters Score -1594799 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1594839.875000 Penalty: 3164.416260
	Iteration 26Q: 3 clusters Score -1594840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1594876.750000 Penalty: 3164.416260
	Iteration 27Q: 3 clusters Score -1594877 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1594918.250000 Penalty: 3164.416260
	Iteration 28Q: 3 clusters Score -1594918 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1594955.750000 Penalty: 3164.416260
	Iteration 29Q: 3 clusters Score -1594956 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1594992.250000 Penalty: 3164.416260
	Iteration 30Q: 3 clusters Score -1594992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1595022.625000 Penalty: 3164.416260
	Iteration 31Q: 3 clusters Score -1595023 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1595060.875000 Penalty: 3164.416260
	Iteration 32Q: 3 clusters Score -1595061 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1595089.500000 Penalty: 3164.416260
	Iteration 33Q: 3 clusters Score -1595090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1595115.625000 Penalty: 3164.416260
	Iteration 34Q: 3 clusters Score -1595116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1595145.250000 Penalty: 3164.416260
	Iteration 35Q: 3 clusters Score -1595145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1595170.125000 Penalty: 3164.416260
	Iteration 36Q: 3 clusters Score -1595170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1595184.625000 Penalty: 3164.416260
	Iteration 37Q: 3 clusters Score -1595185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1595190.000000 Penalty: 3164.416260
	Iteration 38Q: 3 clusters Score -1595190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1595197.500000 Penalty: 3164.416260
	Iteration 39Q: 3 clusters Score -1595198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1595204.750000 Penalty: 3164.416260
	Iteration 40F: 3 clusters Score -1595205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1595215.375000 Penalty: 3164.416260
	Iteration 41Q: 3 clusters Score -1595215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1595219.000000 Penalty: 3164.416260
	Iteration 42Q: 3 clusters Score -1595219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1595221.750000 Penalty: 3164.416260
	Iteration 43Q: 3 clusters Score -1595222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1595227.000000 Penalty: 3164.416260
	Iteration 44Q: 3 clusters Score -1595227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1595231.125000 Penalty: 3164.416260
	Iteration 45Q: 3 clusters Score -1595231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1595239.250000 Penalty: 3164.416260
	Iteration 46Q: 3 clusters Score -1595239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1595245.000000 Penalty: 3164.416260
	Iteration 47Q: 3 clusters Score -1595245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1595245.625000 Penalty: 3164.416260
	Iteration 48Q: 3 clusters Score -1595246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1595247.625000 Penalty: 3164.416260
	Iteration 49Q: 3 clusters Score -1595248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1595249.250000 Penalty: 3164.416260
	Iteration 50Q: 3 clusters Score -1595249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1595254.500000 Penalty: 3164.416260
	Iteration 51Q: 3 clusters Score -1595254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1595257.500000 Penalty: 3164.416260
	Iteration 52Q: 3 clusters Score -1595258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1595254.750000 Penalty: 3164.416260
	Iteration 53Q: 3 clusters Score -1595255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1595255.750000 Penalty: 3164.416260
	Iteration 54Q: 3 clusters Score -1595256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1595258.375000 Penalty: 3164.416260
	Iteration 55Q: 3 clusters Score -1595258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1595261.500000 Penalty: 3164.416260
	Iteration 56Q: 3 clusters Score -1595262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1595261.500000 Penalty: 3164.416260
	Iteration 57Q: 3 clusters Score -1595262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1595264.000000 Penalty: 3164.416260
	Iteration 58Q: 3 clusters Score -1595264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1595265.000000 Penalty: 3164.416260
	Iteration 59Q: 3 clusters Score -1595265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1595266.625000 Penalty: 3164.416260
	Iteration 60F: 3 clusters Score -1595267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1595270.625000 Penalty: 3164.416260
	Iteration 61Q: 3 clusters Score -1595271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1595270.250000 Penalty: 3164.416260
	Iteration 62Q: 3 clusters Score -1595270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1595270.750000 Penalty: 3164.416260
	Iteration 63Q: 3 clusters Score -1595271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1595272.500000 Penalty: 3164.416260
	Iteration 64Q: 3 clusters Score -1595272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1595274.125000 Penalty: 3164.416260
	Iteration 65Q: 3 clusters Score -1595274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1595275.875000 Penalty: 3164.416260
	Iteration 66Q: 3 clusters Score -1595276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1595275.250000 Penalty: 3164.416260
	Iteration 67Q: 3 clusters Score -1595275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1595272.000000 Penalty: 3164.416260
	Iteration 68Q: 3 clusters Score -1595272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1595272.000000 Penalty: 3164.416260
	Iteration 69F: 3 clusters Score -1595272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Entering Unmasked Estep 
Score: -2398699.250000 Penalty: 1643.543335
	Iteration 0F: 2 clusters Score -2398699 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 12170 members 
Entering Unmasked Estep 
Score: -2382058.000000 Penalty: 3287.086670
	Iteration 0F: 3 clusters Score -2382058 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2388254.000000 Penalty: 3287.086670
	Iteration 1F: 3 clusters Score -2388254 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2388937.500000 Penalty: 3287.086670
	Iteration 2F: 3 clusters Score -2388938 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2389947.000000 Penalty: 3287.086670
	Iteration 3F: 3 clusters Score -2389947 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2391406.750000 Penalty: 3287.086670
	Iteration 4F: 3 clusters Score -2391407 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2393243.500000 Penalty: 3287.086670
	Iteration 5F: 3 clusters Score -2393244 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2394990.500000 Penalty: 3287.086670
	Iteration 6F: 3 clusters Score -2394990 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2396191.000000 Penalty: 3287.086670
	Iteration 7Q: 3 clusters Score -2396191 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2396798.750000 Penalty: 3287.086670
	Iteration 8Q: 3 clusters Score -2396799 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2397062.000000 Penalty: 3287.086670
	Iteration 9Q: 3 clusters Score -2397062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2397176.000000 Penalty: 3287.086670
	Iteration 10Q: 3 clusters Score -2397176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2397230.000000 Penalty: 3287.086670
	Iteration 11Q: 3 clusters Score -2397230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2397260.000000 Penalty: 3287.086670
	Iteration 12Q: 3 clusters Score -2397260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2397284.250000 Penalty: 3287.086670
	Iteration 13Q: 3 clusters Score -2397284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2397302.500000 Penalty: 3287.086670
	Iteration 14Q: 3 clusters Score -2397302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2397309.000000 Penalty: 3287.086670
	Iteration 15Q: 3 clusters Score -2397309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2397316.250000 Penalty: 3287.086670
	Iteration 16Q: 3 clusters Score -2397316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2397320.750000 Penalty: 3287.086670
	Iteration 17Q: 3 clusters Score -2397321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2397318.250000 Penalty: 3287.086670
	Iteration 18Q: 3 clusters Score -2397318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2397324.750000 Penalty: 3287.086670
	Iteration 19Q: 3 clusters Score -2397325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2397325.500000 Penalty: 3287.086670
	Iteration 20F: 3 clusters Score -2397326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2397329.000000 Penalty: 3287.086670
	Iteration 21Q: 3 clusters Score -2397329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2397329.000000 Penalty: 3287.086670
	Iteration 22F: 3 clusters Score -2397329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Entering Unmasked Estep 
Score: -4107249.000000 Penalty: 1731.705200
	Iteration 0F: 2 clusters Score -4107249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -4078749.250000 Penalty: 3463.410400
	Iteration 0F: 3 clusters Score -4078749 nChanged 19936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4090135.250000 Penalty: 3463.410400
	Iteration 1F: 3 clusters Score -4090135 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -4090992.000000 Penalty: 3463.410400
	Iteration 2Q: 3 clusters Score -4090992 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -4092295.500000 Penalty: 3463.410400
	Iteration 3F: 3 clusters Score -4092296 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4094376.750000 Penalty: 3463.410400
	Iteration 4F: 3 clusters Score -4094377 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -4097471.000000 Penalty: 3463.410400
	Iteration 5F: 3 clusters Score -4097471 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4100947.500000 Penalty: 3463.410400
	Iteration 6F: 3 clusters Score -4100948 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4103677.500000 Penalty: 3463.410400
	Iteration 7F: 3 clusters Score -4103678 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4104993.750000 Penalty: 3463.410400
	Iteration 8Q: 3 clusters Score -4104994 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4105448.750000 Penalty: 3463.410400
	Iteration 9Q: 3 clusters Score -4105449 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4105604.500000 Penalty: 3463.410400
	Iteration 10Q: 3 clusters Score -4105604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4105679.750000 Penalty: 3463.410400
	Iteration 11Q: 3 clusters Score -4105680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4105713.000000 Penalty: 3463.410400
	Iteration 12Q: 3 clusters Score -4105713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4105731.500000 Penalty: 3463.410400
	Iteration 13Q: 3 clusters Score -4105732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4105742.500000 Penalty: 3463.410400
	Iteration 14Q: 3 clusters Score -4105742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4105761.000000 Penalty: 3463.410400
	Iteration 15Q: 3 clusters Score -4105761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4105768.500000 Penalty: 3463.410400
	Iteration 16Q: 3 clusters Score -4105768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4105772.250000 Penalty: 3463.410400
	Iteration 17Q: 3 clusters Score -4105772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4105775.500000 Penalty: 3463.410400
	Iteration 18Q: 3 clusters Score -4105776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4105777.000000 Penalty: 3463.410400
	Iteration 19Q: 3 clusters Score -4105777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4105777.000000 Penalty: 3463.410400
	Iteration 20F: 3 clusters Score -4105777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Entering Unmasked Estep 
Score: -1360551.500000 Penalty: 1554.836548
	Iteration 0F: 2 clusters Score -1360552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1350643.000000 Penalty: 3109.673096
	Iteration 0F: 3 clusters Score -1350643 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1354233.750000 Penalty: 3109.673096
	Iteration 1F: 3 clusters Score -1354234 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1354657.000000 Penalty: 3109.673096
	Iteration 2F: 3 clusters Score -1354657 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1355057.125000 Penalty: 3109.673096
	Iteration 3F: 3 clusters Score -1355057 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1355460.125000 Penalty: 3109.673096
	Iteration 4F: 3 clusters Score -1355460 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1355934.750000 Penalty: 3109.673096
	Iteration 5F: 3 clusters Score -1355935 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1356523.250000 Penalty: 3109.673096
	Iteration 6F: 3 clusters Score -1356523 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1357387.375000 Penalty: 3109.673096
	Iteration 7F: 3 clusters Score -1357387 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1358371.000000 Penalty: 3109.673096
	Iteration 8F: 3 clusters Score -1358371 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1359161.500000 Penalty: 3109.673096
	Iteration 9F: 3 clusters Score -1359162 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1359611.000000 Penalty: 3109.673096
	Iteration 10Q: 3 clusters Score -1359611 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1359855.250000 Penalty: 3109.673096
	Iteration 11Q: 3 clusters Score -1359855 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1359985.125000 Penalty: 3109.673096
	Iteration 12Q: 3 clusters Score -1359985 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1360063.875000 Penalty: 3109.673096
	Iteration 13Q: 3 clusters Score -1360064 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1360129.625000 Penalty: 3109.673096
	Iteration 14Q: 3 clusters Score -1360130 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1360192.500000 Penalty: 3109.673096
	Iteration 15Q: 3 clusters Score -1360192 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1360251.375000 Penalty: 3109.673096
	Iteration 16Q: 3 clusters Score -1360251 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1360326.375000 Penalty: 3109.673096
	Iteration 17Q: 3 clusters Score -1360326 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1360402.000000 Penalty: 3109.673096
	Iteration 18Q: 3 clusters Score -1360402 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1360465.750000 Penalty: 3109.673096
	Iteration 19Q: 3 clusters Score -1360466 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1360526.250000 Penalty: 3109.673096
	Iteration 20F: 3 clusters Score -1360526 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1360581.500000 Penalty: 3109.673096
	Iteration 21Q: 3 clusters Score -1360582 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1360617.625000 Penalty: 3109.673096
	Iteration 22Q: 3 clusters Score -1360618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1360646.500000 Penalty: 3109.673096
	Iteration 23Q: 3 clusters Score -1360646 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1360670.750000 Penalty: 3109.673096
	Iteration 24Q: 3 clusters Score -1360671 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1360684.750000 Penalty: 3109.673096
	Iteration 25Q: 3 clusters Score -1360685 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1360701.375000 Penalty: 3109.673096
	Iteration 26Q: 3 clusters Score -1360701 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1360718.250000 Penalty: 3109.673096
	Iteration 27Q: 3 clusters Score -1360718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1360725.625000 Penalty: 3109.673096
	Iteration 28Q: 3 clusters Score -1360726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1360729.250000 Penalty: 3109.673096
	Iteration 29Q: 3 clusters Score -1360729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1360735.125000 Penalty: 3109.673096
	Iteration 30Q: 3 clusters Score -1360735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1360738.500000 Penalty: 3109.673096
	Iteration 31Q: 3 clusters Score -1360738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1360736.375000 Penalty: 3109.673096
	Iteration 32Q: 3 clusters Score -1360736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1360741.625000 Penalty: 3109.673096
	Iteration 33Q: 3 clusters Score -1360742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1360745.125000 Penalty: 3109.673096
	Iteration 34Q: 3 clusters Score -1360745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1360749.375000 Penalty: 3109.673096
	Iteration 35Q: 3 clusters Score -1360749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1360753.875000 Penalty: 3109.673096
	Iteration 36Q: 3 clusters Score -1360754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1360757.875000 Penalty: 3109.673096
	Iteration 37Q: 3 clusters Score -1360758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1360761.500000 Penalty: 3109.673096
	Iteration 38Q: 3 clusters Score -1360762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1360761.875000 Penalty: 3109.673096
	Iteration 39Q: 3 clusters Score -1360762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1360762.750000 Penalty: 3109.673096
	Iteration 40F: 3 clusters Score -1360763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1360762.875000 Penalty: 3109.673096
	Iteration 41Q: 3 clusters Score -1360763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1360767.500000 Penalty: 3109.673096
	Iteration 42Q: 3 clusters Score -1360768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1360766.125000 Penalty: 3109.673096
	Iteration 43Q: 3 clusters Score -1360766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1360766.000000 Penalty: 3109.673096
	Iteration 44Q: 3 clusters Score -1360766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1360765.875000 Penalty: 3109.673096
	Iteration 45Q: 3 clusters Score -1360766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1360764.750000 Penalty: 3109.673096
	Iteration 46Q: 3 clusters Score -1360765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1360768.500000 Penalty: 3109.673096
	Iteration 47Q: 3 clusters Score -1360768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1360771.750000 Penalty: 3109.673096
	Iteration 48Q: 3 clusters Score -1360772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1360775.500000 Penalty: 3109.673096
	Iteration 49Q: 3 clusters Score -1360776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1360776.000000 Penalty: 3109.673096
	Iteration 50Q: 3 clusters Score -1360776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1360777.000000 Penalty: 3109.673096
	Iteration 51Q: 3 clusters Score -1360777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1360777.000000 Penalty: 3109.673096
	Iteration 52Q: 3 clusters Score -1360777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1360776.875000 Penalty: 3109.673096
	Iteration 53Q: 3 clusters Score -1360777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1360777.750000 Penalty: 3109.673096
	Iteration 54Q: 3 clusters Score -1360778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1360776.500000 Penalty: 3109.673096
	Iteration 55Q: 3 clusters Score -1360776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1360778.500000 Penalty: 3109.673096
	Iteration 56Q: 3 clusters Score -1360778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1360776.375000 Penalty: 3109.673096
	Iteration 57Q: 3 clusters Score -1360776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1360776.250000 Penalty: 3109.673096
	Iteration 58Q: 3 clusters Score -1360776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1360777.000000 Penalty: 3109.673096
	Iteration 59Q: 3 clusters Score -1360777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1360777.000000 Penalty: 3109.673096
	Iteration 60F: 3 clusters Score -1360777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 20994 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 44111 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 122011 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 23696 members 
Mstep: Class 20 contains 16927 members 
Mstep: Class 21 contains 24689 members 
Mstep: Class 22 contains 42474 members 
Mstep: Class 23 contains 8416 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 73180 members 
Mstep: Class 26 contains 5887 members 
Entering Unmasked Estep 
Score: -44836360.000000 Penalty: 55278.062500
Splitting cluster 23 changes total score from -44836692.000000 to -44836360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -502611.781250 Penalty: 1393.635254
	Iteration 0F: 2 clusters Score -502611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -498521.562500 Penalty: 2787.270508
	Iteration 0F: 3 clusters Score -498521.6 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -499673.968750 Penalty: 2787.270508
	Iteration 1F: 3 clusters Score -499674 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -499903.656250 Penalty: 2787.270508
	Iteration 2F: 3 clusters Score -499903.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -500059.656250 Penalty: 2787.270508
	Iteration 3F: 3 clusters Score -500059.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -500196.406250 Penalty: 2787.270508
	Iteration 4Q: 3 clusters Score -500196.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -500326.343750 Penalty: 2787.270508
	Iteration 5Q: 3 clusters Score -500326.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -500434.312500 Penalty: 2787.270508
	Iteration 6Q: 3 clusters Score -500434.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -500545.031250 Penalty: 2787.270508
	Iteration 7Q: 3 clusters Score -500545 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -500638.218750 Penalty: 2787.270508
	Iteration 8Q: 3 clusters Score -500638.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -500715.000000 Penalty: 2787.270508
	Iteration 9Q: 3 clusters Score -500715 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -500777.000000 Penalty: 2787.270508
	Iteration 10Q: 3 clusters Score -500777 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -500822.718750 Penalty: 2787.270508
	Iteration 11Q: 3 clusters Score -500822.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -500865.468750 Penalty: 2787.270508
	Iteration 12Q: 3 clusters Score -500865.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -500905.562500 Penalty: 2787.270508
	Iteration 13Q: 3 clusters Score -500905.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -500930.250000 Penalty: 2787.270508
	Iteration 14Q: 3 clusters Score -500930.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -500954.562500 Penalty: 2787.270508
	Iteration 15Q: 3 clusters Score -500954.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -500974.468750 Penalty: 2787.270508
	Iteration 16Q: 3 clusters Score -500974.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -500987.937500 Penalty: 2787.270508
	Iteration 17Q: 3 clusters Score -500987.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -501004.750000 Penalty: 2787.270508
	Iteration 18Q: 3 clusters Score -501004.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -501017.031250 Penalty: 2787.270508
	Iteration 19Q: 3 clusters Score -501017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -501029.937500 Penalty: 2787.270508
	Iteration 20F: 3 clusters Score -501029.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -501043.125000 Penalty: 2787.270508
	Iteration 21Q: 3 clusters Score -501043.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -501051.250000 Penalty: 2787.270508
	Iteration 22Q: 3 clusters Score -501051.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -501057.531250 Penalty: 2787.270508
	Iteration 23Q: 3 clusters Score -501057.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -501066.187500 Penalty: 2787.270508
	Iteration 24Q: 3 clusters Score -501066.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -501074.406250 Penalty: 2787.270508
	Iteration 25Q: 3 clusters Score -501074.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -501077.218750 Penalty: 2787.270508
	Iteration 26Q: 3 clusters Score -501077.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -501079.781250 Penalty: 2787.270508
	Iteration 27Q: 3 clusters Score -501079.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -501082.687500 Penalty: 2787.270508
	Iteration 28Q: 3 clusters Score -501082.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -501084.093750 Penalty: 2787.270508
	Iteration 29Q: 3 clusters Score -501084.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -501085.656250 Penalty: 2787.270508
	Iteration 30Q: 3 clusters Score -501085.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -501089.750000 Penalty: 2787.270508
	Iteration 31Q: 3 clusters Score -501089.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -501091.406250 Penalty: 2787.270508
	Iteration 32Q: 3 clusters Score -501091.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -501093.437500 Penalty: 2787.270508
	Iteration 33Q: 3 clusters Score -501093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -501095.468750 Penalty: 2787.270508
	Iteration 34Q: 3 clusters Score -501095.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -501097.593750 Penalty: 2787.270508
	Iteration 35Q: 3 clusters Score -501097.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -501098.656250 Penalty: 2787.270508
	Iteration 36Q: 3 clusters Score -501098.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -501100.843750 Penalty: 2787.270508
	Iteration 37Q: 3 clusters Score -501100.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -501103.562500 Penalty: 2787.270508
	Iteration 38Q: 3 clusters Score -501103.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -501105.406250 Penalty: 2787.270508
	Iteration 39Q: 3 clusters Score -501105.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -501109.656250 Penalty: 2787.270508
	Iteration 40F: 3 clusters Score -501109.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -501111.625000 Penalty: 2787.270508
	Iteration 41Q: 3 clusters Score -501111.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -501115.250000 Penalty: 2787.270508
	Iteration 42Q: 3 clusters Score -501115.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -501116.343750 Penalty: 2787.270508
	Iteration 43Q: 3 clusters Score -501116.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -501117.406250 Penalty: 2787.270508
	Iteration 44Q: 3 clusters Score -501117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -501118.750000 Penalty: 2787.270508
	Iteration 45Q: 3 clusters Score -501118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -501120.156250 Penalty: 2787.270508
	Iteration 46Q: 3 clusters Score -501120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -501119.937500 Penalty: 2787.270508
	Iteration 47Q: 3 clusters Score -501119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -501120.718750 Penalty: 2787.270508
	Iteration 48Q: 3 clusters Score -501120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -501122.500000 Penalty: 2787.270508
	Iteration 49Q: 3 clusters Score -501122.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -501123.218750 Penalty: 2787.270508
	Iteration 50Q: 3 clusters Score -501123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -501121.718750 Penalty: 2787.270508
	Iteration 51Q: 3 clusters Score -501121.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -501125.593750 Penalty: 2787.270508
	Iteration 52Q: 3 clusters Score -501125.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -501126.906250 Penalty: 2787.270508
	Iteration 53Q: 3 clusters Score -501126.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -501127.781250 Penalty: 2787.270508
	Iteration 54Q: 3 clusters Score -501127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -501132.406250 Penalty: 2787.270508
	Iteration 55Q: 3 clusters Score -501132.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -501135.687500 Penalty: 2787.270508
	Iteration 56Q: 3 clusters Score -501135.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -501138.687500 Penalty: 2787.270508
	Iteration 57Q: 3 clusters Score -501138.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -501142.812500 Penalty: 2787.270508
	Iteration 58Q: 3 clusters Score -501142.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -501146.468750 Penalty: 2787.270508
	Iteration 59Q: 3 clusters Score -501146.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -501150.531250 Penalty: 2787.270508
	Iteration 60F: 3 clusters Score -501150.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -501152.968750 Penalty: 2787.270508
	Iteration 61Q: 3 clusters Score -501153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -501154.781250 Penalty: 2787.270508
	Iteration 62Q: 3 clusters Score -501154.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -501156.468750 Penalty: 2787.270508
	Iteration 63Q: 3 clusters Score -501156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -501155.750000 Penalty: 2787.270508
	Iteration 64Q: 3 clusters Score -501155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -501156.406250 Penalty: 2787.270508
	Iteration 65Q: 3 clusters Score -501156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -501156.968750 Penalty: 2787.270508
	Iteration 66Q: 3 clusters Score -501157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -501156.968750 Penalty: 2787.270508
	Iteration 67F: 3 clusters Score -501157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (73180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Entering Unmasked Estep 
Score: -7007166.000000 Penalty: 1820.110107
	Iteration 0F: 2 clusters Score -7007166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -6958272.000000 Penalty: 3640.220215
	Iteration 0F: 3 clusters Score -6958272 nChanged 34618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -6978071.500000 Penalty: 3640.220215
	Iteration 1F: 3 clusters Score -6978072 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -6978579.000000 Penalty: 3640.220215
	Iteration 2Q: 3 clusters Score -6978579 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -6979251.000000 Penalty: 3640.220215
	Iteration 3Q: 3 clusters Score -6979251 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -6980004.500000 Penalty: 3640.220215
	Iteration 4Q: 3 clusters Score -6980004 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -6980996.000000 Penalty: 3640.220215
	Iteration 5Q: 3 clusters Score -6980996 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -6982497.000000 Penalty: 3640.220215
	Iteration 6Q: 3 clusters Score -6982497 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -6984681.000000 Penalty: 3640.220215
	Iteration 7F: 3 clusters Score -6984681 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -6987656.000000 Penalty: 3640.220215
	Iteration 8F: 3 clusters Score -6987656 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -6990781.500000 Penalty: 3640.220215
	Iteration 9F: 3 clusters Score -6990782 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -6992903.500000 Penalty: 3640.220215
	Iteration 10F: 3 clusters Score -6992904 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -6993836.500000 Penalty: 3640.220215
	Iteration 11Q: 3 clusters Score -6993836 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -6994291.000000 Penalty: 3640.220215
	Iteration 12Q: 3 clusters Score -6994291 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -6994627.000000 Penalty: 3640.220215
	Iteration 13Q: 3 clusters Score -6994627 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -6994877.000000 Penalty: 3640.220215
	Iteration 14Q: 3 clusters Score -6994877 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -6995167.500000 Penalty: 3640.220215
	Iteration 15Q: 3 clusters Score -6995168 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -6995512.000000 Penalty: 3640.220215
	Iteration 16Q: 3 clusters Score -6995512 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -6995888.000000 Penalty: 3640.220215
	Iteration 17Q: 3 clusters Score -6995888 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -6996321.000000 Penalty: 3640.220215
	Iteration 18Q: 3 clusters Score -6996321 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -6996825.500000 Penalty: 3640.220215
	Iteration 19Q: 3 clusters Score -6996826 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -6997344.000000 Penalty: 3640.220215
	Iteration 20F: 3 clusters Score -6997344 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -6997946.500000 Penalty: 3640.220215
	Iteration 21Q: 3 clusters Score -6997946 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -6998517.500000 Penalty: 3640.220215
	Iteration 22Q: 3 clusters Score -6998518 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -6999191.000000 Penalty: 3640.220215
	Iteration 23Q: 3 clusters Score -6999191 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -6999830.000000 Penalty: 3640.220215
	Iteration 24Q: 3 clusters Score -6999830 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -7000454.500000 Penalty: 3640.220215
	Iteration 25Q: 3 clusters Score -7000454 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -7001043.500000 Penalty: 3640.220215
	Iteration 26Q: 3 clusters Score -7001044 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -7001587.000000 Penalty: 3640.220215
	Iteration 27Q: 3 clusters Score -7001587 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -7002067.000000 Penalty: 3640.220215
	Iteration 28Q: 3 clusters Score -7002067 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -7002497.000000 Penalty: 3640.220215
	Iteration 29Q: 3 clusters Score -7002497 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -7002895.500000 Penalty: 3640.220215
	Iteration 30Q: 3 clusters Score -7002896 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -7003335.500000 Penalty: 3640.220215
	Iteration 31Q: 3 clusters Score -7003336 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -7003767.000000 Penalty: 3640.220215
	Iteration 32Q: 3 clusters Score -7003767 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68139 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -7004167.000000 Penalty: 3640.220215
	Iteration 33Q: 3 clusters Score -7004167 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -7004550.000000 Penalty: 3640.220215
	Iteration 34Q: 3 clusters Score -7004550 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -7004989.000000 Penalty: 3640.220215
	Iteration 35Q: 3 clusters Score -7004989 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -7005339.000000 Penalty: 3640.220215
	Iteration 36Q: 3 clusters Score -7005339 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -7005633.000000 Penalty: 3640.220215
	Iteration 37Q: 3 clusters Score -7005633 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -7005881.000000 Penalty: 3640.220215
	Iteration 38Q: 3 clusters Score -7005881 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -7006031.500000 Penalty: 3640.220215
	Iteration 39Q: 3 clusters Score -7006032 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7006100.000000 Penalty: 3640.220215
	Iteration 40F: 3 clusters Score -7006100 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7006137.000000 Penalty: 3640.220215
	Iteration 41Q: 3 clusters Score -7006137 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7006184.000000 Penalty: 3640.220215
	Iteration 42Q: 3 clusters Score -7006184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7006193.500000 Penalty: 3640.220215
	Iteration 43Q: 3 clusters Score -7006194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70819 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7006213.000000 Penalty: 3640.220215
	Iteration 44Q: 3 clusters Score -7006213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7006217.000000 Penalty: 3640.220215
	Iteration 45Q: 3 clusters Score -7006217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7006213.500000 Penalty: 3640.220215
	Iteration 46Q: 3 clusters Score -7006214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7006222.000000 Penalty: 3640.220215
	Iteration 47Q: 3 clusters Score -7006222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70901 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7006236.500000 Penalty: 3640.220215
	Iteration 48Q: 3 clusters Score -7006236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7006238.000000 Penalty: 3640.220215
	Iteration 49Q: 3 clusters Score -7006238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7006227.000000 Penalty: 3640.220215
	Iteration 50Q: 3 clusters Score -7006227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7006230.500000 Penalty: 3640.220215
	Iteration 51Q: 3 clusters Score -7006230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7006242.500000 Penalty: 3640.220215
	Iteration 52Q: 3 clusters Score -7006242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7006243.000000 Penalty: 3640.220215
	Iteration 53Q: 3 clusters Score -7006243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7006233.000000 Penalty: 3640.220215
	Iteration 54Q: 3 clusters Score -7006233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7006228.000000 Penalty: 3640.220215
	Iteration 55Q: 3 clusters Score -7006228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7006231.000000 Penalty: 3640.220215
	Iteration 56Q: 3 clusters Score -7006231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7006236.000000 Penalty: 3640.220215
	Iteration 57Q: 3 clusters Score -7006236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7006233.000000 Penalty: 3640.220215
	Iteration 58Q: 3 clusters Score -7006233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7006231.000000 Penalty: 3640.220215
	Iteration 59Q: 3 clusters Score -7006231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7006228.000000 Penalty: 3640.220215
	Iteration 60F: 3 clusters Score -7006228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7006226.000000 Penalty: 3640.220215
	Iteration 61Q: 3 clusters Score -7006226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7006233.000000 Penalty: 3640.220215
	Iteration 62Q: 3 clusters Score -7006233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7006240.000000 Penalty: 3640.220215
	Iteration 63Q: 3 clusters Score -7006240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7006242.500000 Penalty: 3640.220215
	Iteration 64Q: 3 clusters Score -7006242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70991 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7006252.500000 Penalty: 3640.220215
	Iteration 65Q: 3 clusters Score -7006252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7006247.500000 Penalty: 3640.220215
	Iteration 66Q: 3 clusters Score -7006248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7006246.500000 Penalty: 3640.220215
	Iteration 67Q: 3 clusters Score -7006246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7006249.500000 Penalty: 3640.220215
	Iteration 68Q: 3 clusters Score -7006250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7006248.000000 Penalty: 3640.220215
	Iteration 69Q: 3 clusters Score -7006248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7006244.500000 Penalty: 3640.220215
	Iteration 70Q: 3 clusters Score -7006244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7006250.000000 Penalty: 3640.220215
	Iteration 71Q: 3 clusters Score -7006250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7006250.000000 Penalty: 3640.220215
	Iteration 72F: 3 clusters Score -7006250 nChanged 0
--- Evaluating fit on full set of 1442918 points ---
Entering Unmasked Estep 
Score: -134246032.000000 Penalty: 57615.101562
25->26 Clusters: Score -134246032.000000, best is -134580384.000000

Main iterations: 0 (time per=infms)
Total iterations: 38416 (time per=212.468501ms)
Iterations metric 2: 888282284032.000000 (time per=9.188734ns)
Iterations metric 3: 21318644793344.000000 (time per=382.866267ps)

That took 8162.189941 seconds.
